VNM_2019_FAT_v01_M DDI_VNM_2019_FAT_v01_M_WB Development Data Group 2026-03-05 Python 3 The Firm Adoption of Technology (FAT) Survey, 2019 FAT 2019 VNM_2019_FAT_v01_M Xavier Cirera Diego Comin Marcio Cruz World Bank Group Korea-World Bank Group Partnership Facility Marcio Cruz Xavier Cirera Kyung Min Lee Financial and Private Sector Development Network (FPD) Enterprise Survey [en/oth] The Firm Adoption of Technology (FAT) Survey is a nationally representative firm-level survey for agriculture, manufacturing, and services, conducted and managed by the World Bank. The survey applies a standardized sampling methodology and survey questionnaire to generate data that are comparable across countries. Particularly, the FAT survey measures more than 300 granular levels of technologies across over 60 business functions. It also collects information about the firm and owner/manager characteristics, subjective perceptions of firms regarding to the adoption of technology, and detailed financial information. Edited, anonymised datasets for public distribution Viet Nam National Sample survey data [ssd] Marcio Cruz Xavier Cirera Kyung Min Lee The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses. fat_vietnam_disclosure Firm-level Adoption of Technology (FAT) Viet Nam survey dataset 1499 894 World Bank Firm ID 1499 0 24062 2600824919001 State/Province 1499 0 Country 1499 0 Formal Registration 1499 0 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1495 2 No 4 Multi-Establishment 1499 0 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 92 2 No 1407 How many workers does this establishment have? 1499 0 5 20750 Private domestic ownership % 1499 0 -9 100 -9 Don't Know 2 -7 Not Applicable 0 0 245 3 1 12 1 13 1 15 2 17 1 20 1 24 1 25 1 30 3 33 4 37 1 38 1 39 1 40 5 42 1 45 2 49 3 50 6 51 3 52 1 53 1 60 2 63 1 64 2 65 1 67 1 70 2 71 1 72 2 73 2 74 1 75 4 78 1 80 2 81 1 85 1 94 2 95 2 98 1 100 1182 Private foreign ownership % 1499 0 -9 100 -9 Don't Know 2 -7 Not Applicable 0 0 1227 5 1 6 2 15 1 25 1 28 1 30 1 40 1 47 1 49 2 50 1 51 2 60 1 63 1 67 1 68 1 70 6 75 1 80 1 83 1 85 2 87 1 88 1 100 239 Founder - Ownership 1468 31 -9 3 -9 Don't know 4 -7 Not applicable 5 1 Founder 1255 2 Founder's family 54 3 No 150 Sysmiss 31 Founder - Top Manager 1499 0 -9 3 -9 Don't know 4 -7 Not applicable 3 1 Founder 1269 2 Founder's family 65 3 No 158 Largest Owner - Top Manager 1499 0 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 1327 2 No 167 Female Owner 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 621 2 No 875 Female Ownership % 621 878 -9 100 -9 Don't Know 11 -7 Not Applicable 0 0 9 1 3 2 8 3 3 4 2 5 4 6 3 8 1 9 2 10 24 13 3 14 1 15 11 16 1 17 5 19 3 20 32 21 1 22 2 24 1 25 18 26 2 27 2 28 2 29 3 30 45 32 2 33 14 34 1 35 9 36 2 40 21 41 1 42 1 43 1 45 4 47 1 49 3 50 79 51 6 52 2 54 1 55 3 56 1 58 3 59 1 60 14 64 1 65 3 66 1 67 4 70 20 71 1 75 9 76 1 80 13 81 1 85 4 86 1 87 1 89 1 90 7 93 1 95 1 97 1 99 1 100 177 Sysmiss 878 Sector - group 1499 0 1 102 1 Agriculture 73 2 Livestock 37 3 Food Processing 120 4 Wearing apparel 120 5 Motor vehicles 90 6 Pharmaceuticals 84 7 Wholesale or retail 288 8 Financial services 2 9 Land transport 3 10 Health services 3 11 Leather goods 115 12 Accommodation 0 13 Bricks 0 14 Cement 0 15 Iron and Steel 0 101 Other manufacturing 277 102 Other services 287 Year of beginning operations 1499 0 1963 2018 -9 Don't Know 0 -7 Not Applicable 0 1963 1 1966 1 1968 1 1969 1 1972 2 1975 1 1976 2 1978 2 1980 1 1981 1 1982 1 1987 1 1988 1 1989 1 1990 1 1991 1 1992 6 1993 7 1994 12 1995 5 1996 12 1997 13 1998 19 1999 22 2000 17 2001 33 2002 37 2003 49 2004 56 2005 69 2006 67 2007 80 2008 64 2009 80 2010 86 2011 69 2012 76 2013 82 2014 115 2015 108 2016 116 2017 113 2018 67 Top Manager - Experience Same Sector 1499 0 -9 50 -9 Don't Know 11 -7 Not Applicable 0 1 15 2 37 3 47 4 45 5 164 6 51 7 38 8 52 9 35 10 231 11 24 12 60 13 30 14 33 15 169 16 33 17 19 18 23 19 13 20 163 21 8 22 20 23 10 24 8 25 48 26 10 27 5 28 5 29 1 30 58 32 2 34 1 35 11 36 1 39 1 40 6 41 2 42 1 43 1 44 1 45 3 47 1 50 2 Top Manager - Female 1499 0 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 337 2 No 1162 Top Manager - Highest Education 1499 0 -9 6 -9 Don't know 5 1 Primary school 1 2 Secondary school 44 3 Complete high-school 137 4 College degree 1100 5 Post-Graduation (MBA, Master or PhD) 125 6 Vocational training 87 Top Manager - Studied Abroad 1499 0 -9 2 -9 Don't Know 13 -7 Not Applicable 0 1 Yes 342 2 No 1144 Electrical Connection 1499 0 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1496 2 No 3 Power Outages - Year 1496 3 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1293 2 No 203 Sysmiss 3 Power Outages - Monthly 1293 206 -9 12 -9 Don't Know 21 -7 Not Applicable 0 0 3 1 940 2 166 3 84 4 26 5 23 6 4 7 5 8 7 9 1 10 9 12 4 Sysmiss 206 Length of power outages-hours 1293 206 -9 24 -9 Don't Know 19 -7 Not Applicable 0 0 125 1 445 2 253 3 120 4 134 5 37 6 48 7 5 8 75 9 2 10 8 11 1 12 17 24 4 Sysmiss 206 Length of power outages-minutes 1293 206 -9 60 -9 Don't Know 53 -7 Not Applicable 0 0 648 1 165 2 11 3 2 5 12 10 33 12 1 15 42 16 1 20 32 21 1 25 3 30 230 35 2 36 1 40 18 42 1 45 20 50 15 56 1 60 1 Sysmiss 206 Own/Share Generator 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 442 2 No 1054 Generator - share of electricity % 442 1057 -9 100 -9 Don't Know 46 -7 Not Applicable 0 0 20 1 134 2 47 3 16 4 11 5 70 6 8 7 3 8 1 9 2 10 35 11 1 12 1 15 5 20 10 30 4 50 1 60 1 80 3 90 1 100 22 Sysmiss 1057 Main source of energy 442 1057 1 5 -9 Don't know 0 1 Solar power 3 2 Fuel 405 3 Grid or Battery-stored backup 30 4 Wind power 0 5 Other 4 6 Gas 0 Sysmiss 1057 No. of telephone lines 1499 0 -9 128 -9 Don't Know 6 -7 Not Applicable 0 0 208 1 630 2 281 3 134 4 50 5 52 6 35 7 13 8 14 9 4 10 23 11 1 12 3 13 1 14 2 15 6 18 1 20 13 22 1 24 1 25 2 26 1 28 1 30 6 33 1 40 3 45 1 50 1 57 1 65 1 74 1 128 1 No. of mobile lines 1499 0 -9 400 -9 Don't Know 10 -7 Not Applicable 0 0 230 1 412 2 319 3 152 4 73 5 99 6 44 7 18 8 17 9 8 10 35 11 3 12 8 13 4 14 2 15 13 16 4 17 3 18 1 19 1 20 11 21 1 22 1 24 1 27 1 30 5 31 1 32 2 35 2 40 2 44 1 50 1 60 1 62 1 80 1 97 1 115 1 117 1 145 1 150 2 158 1 167 1 300 1 400 2 No. of Desktop or Laptops 1499 0 -9 939 -9 Don't Know 2 -7 Not Applicable 0 0 17 1 237 2 246 3 174 4 120 5 117 6 61 7 54 8 55 9 18 10 58 11 13 12 31 13 3 14 11 15 40 16 11 17 11 18 7 19 1 20 31 21 4 22 5 23 1 24 4 25 16 26 3 27 1 28 2 29 1 30 31 32 1 34 1 35 8 36 1 37 1 40 9 41 1 42 1 45 2 46 2 50 13 52 1 53 1 55 2 56 2 60 5 62 1 63 1 65 1 66 2 68 1 70 3 75 1 78 1 80 2 82 1 87 1 89 1 90 2 100 9 108 1 114 1 115 1 116 1 120 2 122 1 130 2 131 1 134 1 139 1 140 1 150 4 153 1 154 1 173 1 180 1 187 1 200 3 225 1 230 1 235 1 243 1 277 1 300 1 400 2 500 1 939 1 No. of Tablets or Smartphones 1499 0 -9 302 -9 Don't Know 27 -7 Not Applicable 0 0 752 1 217 2 198 3 73 4 45 5 64 6 26 7 15 8 7 9 2 10 23 12 5 13 3 15 8 16 2 17 1 18 1 20 5 24 3 25 1 26 2 30 6 32 2 35 1 39 1 40 2 42 1 50 2 60 1 150 2 302 1 Internet connection 1499 0 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1482 2 No 17 Fastest Internet Connection 1482 17 -9 5 -9 Don't know 1 1 Dial up 47 2 DSL or Fiber 1372 3 Wireless or Satelite 38 4 BPL 8 5 Other 16 Sysmiss 17 No. of internet service downs 1482 17 -100 30 -100 Too many to count 38 -9 Don't Know 48 0 235 1 Less than one 947 2 100 3 62 4 19 5 19 6 2 7 1 8 1 9 1 10 5 12 3 30 1 Sysmiss 17 Length of the Internet service down-hours 1199 300 -9 48 -9 Don't Know 59 -7 Not Applicable 0 0 5 1 665 2 236 3 73 4 63 5 31 6 11 7 1 8 23 10 6 12 6 23 1 24 10 26 1 30 2 42 1 48 5 Sysmiss 300 Length of the Internet service down-minutes 1199 300 -9 50 -9 Don't Know 93 -7 Not Applicable 0 0 672 1 153 2 9 4 1 5 14 6 3 9 1 10 36 12 1 15 28 20 25 25 4 26 1 30 135 38 1 40 10 45 5 50 7 Sysmiss 300 Own Website 1482 17 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 431 2 No 1050 Sysmiss 17 Online Social Media 1499 0 -9 2 -9 Don't Know 9 -7 Not Applicable 0 1 Yes 327 2 No 1163 Cloud Computer Services 1482 17 -9 2 -9 Don't Know 13 -7 Not Applicable 0 1 Yes 98 2 No 1371 Sysmiss 17 Water Connection 1499 0 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 1369 2 No 129 Production compared to other firms in country 1499 0 1 10 -9 Don't Know 0 -7 Not Applicable 0 1 49 2 81 3 122 4 123 5 390 6 267 7 204 8 190 9 44 10 29 Production compared to other firms in world 1499 0 1 10 -9 Don't Know 0 -7 Not Applicable 0 1 355 2 258 3 207 4 165 5 307 6 99 7 62 8 34 9 10 10 2 Business Administration - Handwritten Processes 1499 0 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 868 2 No 629 Business Administration - Computers (standard softwares) 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 1431 2 No 65 Business Administration - Mobile Apps or Digital Platform 1499 0 -9 2 -9 Don't Know 6 -7 Not Applicable 0 1 Yes 193 2 No 1300 Business Administration - Computers (specialised softwares) 1499 0 -9 2 -9 Don't Know 9 -7 Not Applicable 0 1 Yes 858 2 No 632 Business Administration - ERP 1499 0 -9 2 -9 Don't Know 15 -7 Not Applicable 0 1 Yes 115 2 No 1369 Business Administration - Other 1499 0 -9 2 -9 Don't Know 33 -7 Not Applicable 0 1 Yes 103 2 No 1363 Business Administration - MOST used method 1270 229 -9 6 -9 1 1 Business Administration - Handwritten Processes 171 2 Business Administration - Computers (standard softwares) 639 3 Business Administration - Mobile Apps or Digital Platform 2 4 Business Administration - Computers (specialised softwares) 429 5 Business Administration - ERP 25 6 Business Administration - Other 3 Sysmiss 229 Years using b8a4, b8a5 866 633 -9 30 -9 Don't Know 55 -7 Not Applicable 0 1 81 2 98 3 91 4 76 5 126 6 41 7 28 8 43 9 39 10 66 11 12 12 25 13 18 14 15 15 21 16 6 17 4 18 4 19 4 20 8 24 1 25 3 30 1 Sysmiss 633 Production Planning - Handwritten processes 1499 0 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 836 2 No 661 Production Planning - Computers (standard softwares) 1499 0 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1355 2 No 144 Production Planning - Mobile Apps or digital platforms 1499 0 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 167 2 No 1327 Production Planning - Specialized software 1499 0 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 226 2 No 1268 Production Planning - ERP 1499 0 -9 2 -9 Don't Know 9 -7 Not Applicable 0 1 Yes 80 2 No 1410 Production Planning - Other 1499 0 -9 2 -9 Don't Know 21 -7 Not Applicable 0 1 Yes 94 2 No 1384 Production Planning - MOST used method 917 582 -9 6 -9 3 1 Production Planning - Handwritten processes 158 2 Production Planning - Computers (standard softwares) 658 3 Production Planning - Mobile Apps or digital platforms 6 4 Production Planning - Specialized software 67 5 Production Planning - ERP 23 6 Production Planning - Other 2 Sysmiss 582 Years using b9a4, b9a5 246 1253 -9 25 -9 Don't Know 6 -7 Not Applicable 0 1 27 2 25 3 19 4 15 5 33 6 11 7 13 8 10 9 14 10 22 11 5 12 14 13 2 14 5 15 10 16 3 17 1 18 3 19 1 20 4 24 1 25 2 Sysmiss 1253 Suppliers - manual search 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 1160 2 No 336 Suppliers - management of supply chain info 1499 0 -9 2 -9 Don't Know 4 -7 Not Applicable 0 1 Yes 1160 2 No 335 Suppliers - online social media 1499 0 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 376 2 No 1118 Suppliers - SRM (not integrated w prod planning) 1499 0 -9 2 -9 Don't Know 8 -7 Not Applicable 0 1 Yes 83 2 No 1408 Suppliers - SRM (integrated w prod planning) 1499 0 -9 2 -9 Don't Know 12 -7 Not Applicable 0 1 Yes 69 2 No 1418 Suppliers - other 1499 0 -9 2 -9 Don't Know 23 -7 Not Applicable 0 1 Yes 82 2 No 1394 Supply Mgt. - MOST used method 1025 474 -9 6 -9 6 1 Suppliers - manual search 461 2 Suppliers - management of supply chain info 475 3 Suppliers - online social media 45 4 Suppliers - SRM (not integrated w prod planning) 19 5 Suppliers - SRM (integrated w prod planning) 14 6 Suppliers - other 5 Sysmiss 474 Years using b10a4, b10a5 108 1391 -9 20 -9 Don't Know 4 -7 Not Applicable 0 1 14 2 9 3 11 4 11 5 10 6 3 7 4 8 5 9 7 10 13 11 2 12 5 13 1 14 3 15 4 17 1 20 1 Sysmiss 1391 Searching employees - Procedure 1499 0 -9 6 -9 Don't know 8 1 Direct reference 908 2 Job search annoucements (newspapers and magazines) 107 3 Job search online networks 195 4 Job search annoucements (own website) 48 5 Recruitment agencies 122 6 Other 111 Marketing - Face to Face Chat 1499 0 -9 2 -9 Don't Know 4 -7 Not Applicable 0 1 Yes 1365 2 No 130 Marketing - Online Chat 1499 0 -9 2 -9 Don't Know 7 -7 Not Applicable 0 1 Yes 1067 2 No 425 Marketing - Structured Surveys 1499 0 -9 2 -9 Don't Know 8 -7 Not Applicable 0 1 Yes 603 2 No 888 Marketing - CRM 1499 0 -9 2 -9 Don't Know 13 -7 Not Applicable 0 1 Yes 88 2 No 1398 Marketing - Big Data Analytics 1499 0 -9 2 -9 Don't Know 9 -7 Not Applicable 0 1 Yes 19 2 No 1471 Marketing - Other 1499 0 -9 2 -9 Don't Know 29 -7 Not Applicable 0 1 Yes 80 2 No 1390 Marketing - MOST used method 1138 361 -9 6 -9 16 1 Marketing - Face to Face Chat 222 2 Marketing - Online Chat 562 3 Marketing - Structured Surveys 307 4 Marketing - CRM 19 5 Marketing - Big Data Analytics 2 6 Marketing - Other 10 Sysmiss 361 Years using b11a4, b11a5 93 1406 -9 25 -9 Don't Know 1 -7 Not Applicable 0 1 13 2 10 3 15 4 5 5 11 6 4 7 7 8 1 9 3 10 6 11 4 12 4 14 5 15 2 25 2 Sysmiss 1406 Fabrication - Manual 806 693 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 607 2 No 199 Sysmiss 693 Fabrication - Machines w/o computer 806 693 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 725 2 No 81 Sysmiss 693 Fabrication - Computer 806 693 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 233 2 No 572 Sysmiss 693 Fabrication - Robots 806 693 -9 2 -9 Don't Know 4 -7 Not Applicable 0 1 Yes 30 2 No 772 Sysmiss 693 Fabrication - Additive manufacturing 806 693 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 47 2 No 754 Sysmiss 693 Fabrication - Other Adv. Processes 806 693 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 52 2 No 749 Sysmiss 693 Fabrication - Other 806 693 -9 2 -9 Don't Know 12 -7 Not Applicable 0 1 Yes 61 2 No 733 Sysmiss 693 Fabrication - MOST used method 654 845 -9 5 -9 1 1 Fabrication - Manual 131 2 Fabrication - Machines w/o computer 464 3 Fabrication - Computer 55 4 Fabrication - Robots 1 5 Fabrication - Additive manufacturing 2 6 Fabrication - Other Adv. Processes 0 7 Fabrication - Other 0 Sysmiss 845 Years using b12a3, b12a4, b12a5, b12a6 260 1239 -9 25 -9 Don't Know 38 -7 Not Applicable 0 1 30 2 28 3 22 4 12 5 33 6 9 7 10 8 6 9 10 10 19 11 1 12 13 13 4 14 4 15 7 16 3 17 1 18 1 19 2 20 4 21 1 23 1 25 1 Sysmiss 1239 Direct sale 1499 0 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 837 2 No 661 Sales - Establishment Premises 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 937 2 No 559 Sales - Phone, email or sales representatives 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 1206 2 No 290 Sales - Social media platforms/apps 1499 0 -9 2 -9 Don't Know 10 -7 Not Applicable 0 1 Yes 361 2 No 1128 Sales - Online Sales (ext. dig. platforms) 1499 0 -9 2 -9 Don't Know 9 -7 Not Applicable 0 1 Yes 46 2 No 1444 Sales - Online Sales (own website) 1499 0 -9 2 -9 Don't Know 6 -7 Not Applicable 0 1 Yes 190 2 No 1303 Sales - Electronic orders 1499 0 -9 2 -9 Don't Know 11 -7 Not Applicable 0 1 Yes 57 2 No 1431 Sales - Other 1499 0 -9 2 -9 Don't Know 27 -7 Not Applicable 0 1 Yes 161 2 No 1311 Sales - MOST used method 947 552 1 7 1 Sales - Establishment Premises 343 2 Sales - Phone, email or sales representatives 565 3 Sales - Social media platforms/apps 14 4 Sales - Online Sales (ext. dig. platforms) 2 5 Sales - Online Sales (own website) 10 6 Sales - Electronic orders 3 7 Sales - Other 10 Sysmiss 552 Years using b12b4, b13b5, b13b6 230 1269 -9 25 -9 Don't Know 8 -7 Not Applicable 0 1 27 2 22 3 29 4 12 5 38 6 14 7 7 8 6 9 8 10 22 11 2 12 9 13 3 14 2 15 6 16 4 20 6 22 1 25 4 Sysmiss 1269 Sales share (%) - online (ext. dig.) 46 1453 -9 80 -9 Don't Know 4 -7 Not Applicable 0 0 4 1 3 2 5 3 4 5 8 6 1 10 8 15 1 20 2 30 3 40 1 60 1 80 1 Sysmiss 1453 Sales share (%) - online (own website) 190 1309 -9 100 -9 Don't Know 17 -7 Not Applicable 0 0 14 1 5 2 8 3 9 4 1 5 21 6 3 7 2 8 3 9 2 10 25 12 2 13 1 14 2 15 5 20 20 25 1 30 18 38 1 40 4 45 1 50 7 55 1 60 3 65 1 70 6 80 3 90 2 100 2 Sysmiss 1309 Sales share (%) - electronic orders 57 1442 -9 100 -9 Don't Know 9 -7 Not Applicable 0 0 8 1 3 2 1 3 1 4 1 5 5 6 1 8 1 10 3 12 1 15 1 20 3 30 4 40 1 50 2 55 1 56 1 60 1 70 2 80 2 90 1 100 4 Sysmiss 1442 Payment - goods exchange 1499 0 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 79 2 No 1419 Payment - cash 1499 0 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 1263 2 No 234 Payment - Cheque, voucher, bank wire 1499 0 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 1326 2 No 171 Payment - Cards 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 205 2 No 1291 Payment - Online/electronic 1499 0 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 782 2 No 716 Payment - Online (platforms) 1499 0 -9 2 -9 Don't Know 7 -7 Not Applicable 0 1 Yes 60 2 No 1432 Payment - Cryptocurrency 1499 0 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 0 2 No 1494 Payment - Other 1499 0 -9 2 -9 Don't Know 19 -7 Not Applicable 0 1 Yes 43 2 No 1437 Payment - MOST used method 1314 185 1 6 1 Payment - goods exchange 1 2 Payment - cash 375 3 Payment - Cheque, voucher, bank wire 658 4 Payment - Cards 9 5 Payment - Online/electronic 269 6 Payment - Online (platforms) 2 7 Payment - Cryptocurrency 0 8 Payment - Other 0 Sysmiss 185 Years using b14a5, b14a6 786 713 -9 80 -9 Don't Know 24 -7 Not Applicable 0 1 84 2 101 3 82 4 56 5 110 6 43 7 33 8 32 9 29 10 70 11 13 12 17 13 15 14 13 15 25 16 7 17 3 18 6 19 3 20 9 21 2 22 3 24 1 25 4 80 1 Sysmiss 713 Quality Control - Manual, Visual or Written 1499 0 -9 2 -9 Don't Know 4 -7 Not Applicable 0 1 Yes 1367 2 No 128 Quality Control - Human Inspection 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 663 2 No 833 Quality Control - Statistical Control 1499 0 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 278 2 No 1216 Quality Control - Automated 1499 0 -9 2 -9 Don't Know 6 -7 Not Applicable 0 1 Yes 59 2 No 1434 Quality Control - Other 1499 0 -9 2 -9 Don't Know 17 -7 Not Applicable 0 1 Yes 130 2 No 1352 Quality Control - MOST used method 717 782 -9 5 -9 1 1 Quality Control - Manual, Visual or Written 373 2 Quality Control - Human Inspection 260 3 Quality Control - Statistical Control 52 4 Quality Control - Automated 10 5 Quality Control - Other 21 Sysmiss 782 Years using b15a4, b15a5 294 1205 -9 31 -9 Don't Know 23 -7 Not Applicable 0 1 45 2 24 3 28 4 13 5 36 6 15 7 14 8 11 9 13 10 21 11 6 12 12 13 6 14 5 15 8 16 2 17 1 19 1 20 5 24 1 25 2 30 1 31 1 Sysmiss 1205 Qual. mgt. - Business certification 1499 0 -9 2 -9 Don't Know 14 -7 Not Applicable 0 1 Yes 368 2 No 1117 Qual. mgt. - Six sigma 1499 0 -9 2 -9 Don't Know 19 -7 Not Applicable 0 1 Yes 29 2 No 1451 Qual. mgt. - TQM 1499 0 -9 2 -9 Don't Know 23 -7 Not Applicable 0 1 Yes 92 2 No 1384 Qual. mgt. - Lean, Just-in-Time, or Kaizen 1499 0 -9 2 -9 Don't Know 26 -7 Not Applicable 0 1 Yes 38 2 No 1435 Crops: Info. sources - Radio 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 41 2 No 32 Sysmiss 1426 Crops: Info. sources - TV 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 71 2 No 2 Sysmiss 1426 Crops: Info. sources - Non-internet mobile 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 40 2 No 33 Sysmiss 1426 Crops: Info. sources - Mobile internet tech 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 39 2 No 34 Sysmiss 1426 Crops: Info. sources - Meet other producers 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 61 2 No 12 Sysmiss 1426 Crops: Info. sources - Pub. or Pvt. agent visit 73 1426 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 28 2 No 44 Sysmiss 1426 Crops: Info. sources - Precision agriculture 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 8 2 No 65 Sysmiss 1426 Crops: Info. sources - MOST relevant source 73 1426 2 7 1 Crops: Info. sources - Radio 0 2 Crops: Info. sources - TV 28 3 Crops: Info. sources - Non-internet mobile 7 4 Crops: Info. sources - Mobile internet tech 18 5 Crops: Info. sources - Meet other producers 11 6 Crops: Info. sources - Pub. or Pvt. agent visit 4 7 Crops: Info. sources - Precision agriculture 5 8 Crops: Info. sources - Others 0 Sysmiss 1426 Crops: N acres OWNED 73 1426 -9 185000 -9 Don't Know 5 -7 Not Applicable 0 0 9 1 10 2 5 3 3 4 4 5 4 7 2 9 1 10 3 11 1 12 1 15 1 21 1 40 2 50 2 65 1 85 1 90 1 96 1 100 1 120 1 150 1 184 1 292 1 300 1 370 1 379 1 380 1 410 1 625 1 697 1 16000 1 20000 1 185000 1 Sysmiss 1426 Crops: N acres RENTED or LEASED FROM OTHERS 73 1426 -9 200000 -9 Don't Know 5 -7 Not Applicable 0 0 32 1 8 2 2 3 2 5 2 6 2 7 2 10 5 11 1 15 1 20 1 50 1 54 1 65 1 96 1 259 1 285 1 507 1 1000 1 8300 1 200000 1 Sysmiss 1426 Crops: N acres RENTED or LEASED TO OTHERS 73 1426 -9 410 -9 Don't Know 11 -7 Not Applicable 0 0 50 1 3 2 3 10 1 285 1 300 1 370 1 380 1 410 1 Sysmiss 1426 Crops: N acres available - Total 73 1426 0 200000 -9 Don't Know 0 -7 Not Applicable 0 0 1 1 12 2 7 3 2 4 4 5 4 6 2 7 3 8 1 9 1 10 5 11 2 15 2 17 1 20 2 21 1 40 1 45 1 54 1 60 1 63 1 85 1 90 1 96 1 100 1 120 1 152 1 184 1 259 1 285 1 379 1 507 1 625 1 697 1 1000 1 8400 1 16000 1 185000 1 200000 1 Sysmiss 1426 N tractors owned 73 1426 -9 28 -9 Don't Know 8 -7 Not Applicable 0 0 33 1 12 2 8 3 6 4 3 5 1 8 1 28 1 Sysmiss 1426 Rent tractor, equipment, or machines 73 1426 -7 2 -9 Don't Know 0 -7 Not Applicable 2 1 Yes 24 2 No 47 Sysmiss 1426 Use digital or online platform for c1_0c6 24 1475 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 24 Sysmiss 1475 Main source of seeds used 73 1426 1 4 -9 Don't know 0 1 Own production 9 2 Private providers 53 3 Public programs 6 4 Other 5 Sysmiss 1426 Pre-treatment to seeds 73 1426 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 64 2 No 8 Sysmiss 1426 Land prep - own workers 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 61 2 No 12 Sysmiss 1426 Land prep - outsourced (another unit - same enterprise) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Land prep - outsourced (other workers or enterprise) 12 1487 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 4 2 No 8 Sysmiss 1487 Land prep - Manual plowing (simple tools) 61 1438 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 34 2 No 27 Sysmiss 1438 Land prep - Animal Aided 61 1438 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 16 2 No 45 Sysmiss 1438 Land prep - Manually operated machines 61 1438 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 49 2 No 12 Sysmiss 1438 Land prep - Digitally operated tractors or equipment 61 1438 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 60 Sysmiss 1438 Land prep - Other 61 1438 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 13 2 No 48 Sysmiss 1438 Land prep - MOST used method 36 1463 1 5 -9 Don't Know 0 1 Land prep - Manual plowing (simple tools) 6 2 Land prep - Animal Aided 3 3 Land prep - Manually operated machines 26 4 Land prep - Digitally operated tractors or equipment 0 5 Land prep - Other 1 Sysmiss 1463 Years using c1_1b4 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 2 1 Sysmiss 1498 Product requires irrigation 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 69 2 No 4 Sysmiss 1426 Irrig.- Rain-fed, no additional irrig. 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 24 2 No 49 Sysmiss 1426 Irrig. - Manual irrig. 69 1430 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 33 2 No 36 Sysmiss 1430 Irrig. - Surface Flood Irrig. 69 1430 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 19 2 No 50 Sysmiss 1430 Irrig. - Small Pump 69 1430 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 48 2 No 21 Sysmiss 1430 Irrig. - Drip, localized, underground, Sprinkler, centre pivot 69 1430 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 33 2 No 36 Sysmiss 1430 Irrig. - Automated 69 1430 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 8 2 No 61 Sysmiss 1430 Irrig.- Other 69 1430 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 13 2 No 55 Sysmiss 1430 Irrig. - MOST used method 56 1443 2 7 1 Irrig.- Rain-fed, no additional irrig. 0 2 Irrig. - Manual irrig. 1 3 Irrig. - Surface Flood Irrig. 4 4 Irrig. - Small Pump 24 5 Irrig. - Drip, localized, underground, Sprinkler, centre pivot 22 6 Irrig. - Automated 2 7 Irrig.- Other 3 Sysmiss 1443 Years using c1_2b5, c1_2b6 34 1465 1 25 -9 Don't Know 0 -7 Not Applicable 0 1 4 2 3 3 5 4 4 5 3 6 4 7 1 8 1 9 1 10 2 14 1 15 1 18 1 19 1 20 1 25 1 Sysmiss 1465 Weeding/pest control - in house 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 68 2 No 5 Sysmiss 1426 Weeding/pest control - outsourced (another unit - same enterprise) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Weeding/pest control - outsourced (another enterprise) 5 1494 -7 2 -9 Don't Know 0 -7 Not Applicable 2 1 Yes 0 2 No 3 Sysmiss 1494 Weeding/pest control - Manual application 68 1431 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 45 2 No 23 Sysmiss 1431 Weeding/pest control - Mechanical application 70 1429 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 45 2 No 25 Sysmiss 1429 Weeding/pest control - Biological methods 68 1431 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 45 2 No 23 Sysmiss 1431 Weeding/pest control - Precision agriculture 70 1429 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 70 Sysmiss 1429 Weeding/pest control - Advanced precision agriculture 68 1431 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 68 Sysmiss 1431 Weeding/pest control - Other 68 1431 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 9 2 No 58 Sysmiss 1431 Weeding/pest control - MOST used method 49 1450 1 3 1 Weeding/pest control - Manual application 16 2 Weeding/pest control - Mechanical application 18 3 Weeding/pest control - Biological methods 15 4 Weeding/pest control - Precision agriculture 0 5 Weeding/pest control - Advanced precision agriculture 0 6 Weeding/pest control - Other 0 Sysmiss 1450 Years using c1_3b6, c1_3b7 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Use organic or chemicals for weeding/pest control 55 1444 1 3 -9 Don't know 0 1 Organic 10 2 Chemical 6 3 Both 39 Sysmiss 1444 Harvesting, training or pruning - in house 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 61 2 No 12 Sysmiss 1426 Harvesting, training or pruning - outsourced (another unit - same enterprise) 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Harvesting, training or pruning - outsourced (another enterprise) 11 1488 -7 2 -9 Don't Know 0 -7 Not Applicable 2 1 Yes 2 2 No 7 Sysmiss 1488 Harvesting, training, or pruning - Manual 62 1437 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 58 2 No 4 Sysmiss 1437 Harvesting, training, or pruning - Animal Aided 62 1437 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 7 2 No 55 Sysmiss 1437 Harvesting, training, or pruning - Human-operated machines 62 1437 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 22 2 No 40 Sysmiss 1437 Harvesting, training, or pruning - Manually mechanised 62 1437 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 21 2 No 41 Sysmiss 1437 Harvesting, training, or pruning - Digitally automated 62 1437 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 62 Sysmiss 1437 Harvesting, training, or pruning - Other 62 1437 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 59 Sysmiss 1437 Harvesting, training, or pruning - MOST used method 31 1468 1 4 -9 Don't know 0 1 Harvesting, training, or pruning - Manual 19 2 Harvesting, training, or pruning - Animal Aided 0 3 Harvesting, training, or pruning - Human-operated machines 9 4 Harvesting, training, or pruning - Manually mechanised 3 5 Harvesting, training, or pruning - Digitally automated 0 6 Harvesting, training, or pruning - Other 0 Sysmiss 1468 Years using c1_4b4, c1_4b5 21 1478 1 25 -9 Don't Know 0 -7 Not Applicable 0 1 2 2 2 3 4 4 3 5 3 6 1 7 2 9 1 12 1 20 1 25 1 Sysmiss 1478 Storage - in house 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 38 2 No 35 Sysmiss 1426 Storage - outsourced (another unit - same firm) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Storage - outsourced (another firm) 35 1464 -9 2 -9 Don't Know 1 -7 Not Applicable 1 1 Yes 4 2 No 29 Sysmiss 1464 Storage facility - Precarious 38 1461 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 9 2 No 29 Sysmiss 1461 Storage facility - Protected (w/o temp. control) 38 1461 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 24 2 No 14 Sysmiss 1461 Storage facility - Special Storage (temp. control) 38 1461 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 21 2 No 17 Sysmiss 1461 Storage facility - High-end central storage 38 1461 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 8 2 No 30 Sysmiss 1461 Storage facility - Cont. temp. monitoring 38 1461 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 11 2 No 27 Sysmiss 1461 Storage facility - Other 38 1461 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 5 2 No 33 Sysmiss 1461 Storage facility - MOST used 22 1477 1 6 -9 Don't know 0 1 Storage facility - Precarious 1 2 Storage facility - Protected (w/o temp. control) 3 3 Storage facility - Special Storage (temp. control) 11 4 Storage facility - High-end central storage 4 5 Storage facility - Cont. temp. monitoring 2 6 Storage facility - Other 1 Sysmiss 1477 Years using c1_5b3, c1_5b4, c1_5b5 21 1478 1 20 -9 Don't Know 0 -7 Not Applicable 0 1 3 2 2 3 4 5 1 6 2 7 1 10 1 11 1 12 1 15 2 19 1 20 2 Sysmiss 1478 Packing - in house 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 49 2 No 24 Sysmiss 1426 Packing - outsourced (another unit - same firm) 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Packing - outsourced (another firm) 24 1475 -9 2 -9 Don't Know 1 -7 Not Applicable 2 1 Yes 4 2 No 17 Sysmiss 1475 Packing - Manual 49 1450 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 48 2 No 1 Sysmiss 1450 Packing - Human-operated mech. equip. 49 1450 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 21 2 No 28 Sysmiss 1450 Packing - Automated 49 1450 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 47 Sysmiss 1450 Packing - Modified atmosphere 49 1450 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 47 Sysmiss 1450 Packing - Other 49 1450 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 4 2 No 45 Sysmiss 1450 Packing - MOST used method 22 1477 1 4 1 Packing - Manual 11 2 Packing - Human-operated mech. equip. 9 3 Packing - Automated 1 4 Packing - Modified atmosphere 1 5 Packing - Other 0 Sysmiss 1477 Years using c1_6b, c1_6b4 3 1496 2 24 -9 Don't Know 0 -7 Not Applicable 0 2 1 20 1 24 1 Sysmiss 1496 Livestock: Info sources - Radio 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 19 2 No 18 Sysmiss 1462 Livestock: Info sources - TV 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 30 2 No 7 Sysmiss 1462 Livestock: Info sources - Non-internet mobile 37 1462 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 18 2 No 18 Sysmiss 1462 Livestock: Info sources - Mobile internet tech 37 1462 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 25 2 No 11 Sysmiss 1462 Livestock: Info sources - Meet other producers 37 1462 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 28 2 No 8 Sysmiss 1462 Livestock: Info sources - Pub or pvt agen visits 37 1462 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 15 2 No 21 Sysmiss 1462 Livestock: Info sources - Precision agri tools 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 7 2 No 30 Sysmiss 1462 Livestock: Info sources - MOST relevant source 34 1465 2 7 -9 Don't Know 0 1 Livestock: Info sources - Radio 0 2 Livestock: Info sources - TV 9 3 Livestock: Info sources - Non-internet mobile 2 4 Livestock: Info sources - Mobile internet tech 6 5 Livestock: Info sources - Meet other producers 12 6 Livestock: Info sources - Pub or pvt agen visits 3 7 Livestock: Info sources - Precision agri tools 2 8 Livestock: Info sources - Others 0 Sysmiss 1465 Livestocks: No. of acres OWNED 37 1462 0 3500 -9.0 Don't Know 0 -7.0 Not Applicable 0 0.0 5 1.0 7 2.0 6 3.0 2 3.68 1 4.0 2 5.0 2 7.0 1 10.0 1 13.0 1 22.0 1 30.0 1 31.5 1 39.0 1 55.0 1 214.0 1 287.0 1 300.0 1 3500.0 1 Sysmiss 1462 Livestocks: No. of acres RENTED or LEASED FROM OTHERS 37 1462 -9 1000 -9.0 Don't Know 3 -7.0 Not Applicable 0 0.0 14 1.0 3 2.0 7 3.0 1 3.68 1 4.0 2 7.0 3 12.0 1 31.5 1 1000.0 1 Sysmiss 1462 Livestocks: No. of acres RENTED or LEASED TO OTHERS 37 1462 -9 5 -9 Don't Know 6 -7 Not Applicable 0 0 26 1 3 3 1 5 1 Sysmiss 1462 Livestocks: No. of acres OPERATES Total 37 1462 1 3500 -9.0 Don't Know 0 -7.0 Not Applicable 0 1.0 5 2.0 7 3.0 2 3.68 1 4.0 6 5.0 2 9.0 2 10.0 1 12.0 1 13.0 1 22.0 1 30.0 1 31.5 1 39.0 1 63.0 1 214.0 1 287.0 1 1300.0 1 3500.0 1 Sysmiss 1462 Breeding/genetic - in house 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 26 2 No 11 Sysmiss 1462 Breeding/genetic - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Breeding/genetic - outsourced (another firm) 11 1488 -7 2 -9 Don't Know 0 -7 Not Applicable 1 1 Yes 2 2 No 8 Sysmiss 1488 Breeding/genetic - Breed substitution 26 1473 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 19 2 No 7 Sysmiss 1473 Breeding/genetic - Inbreeding or Crossbreeding 26 1473 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 16 2 No 9 Sysmiss 1473 Breeding/genetic - Artificial insemination (AI) 26 1473 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 12 2 No 14 Sysmiss 1473 Breeding/genetic - Selective breeding 26 1473 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 1 2 No 23 Sysmiss 1473 Breeding/genetic - Other 26 1473 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 5 2 No 20 Sysmiss 1473 Breeding/genetic - MOST used method 18 1481 -9 3 -9 Don't Know 1 1 Breeding/genetic - Breed substitution 3 2 Breeding/genetic - Inbreeding or Crossbreeding 8 3 Breeding/genetic - Artificial insemination (AI) 6 4 Breeding/genetic - Selective breeding 0 5 Breeding/genetic - Other 0 Sysmiss 1481 Years using c2_1b3, c2_1b4 12 1487 2 20 -9 Don't Know 0 -7 Not Applicable 0 2 1 3 1 6 2 8 2 9 1 10 1 15 1 18 1 20 2 Sysmiss 1487 Animal nutrition/feeding - in house 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 34 2 No 3 Sysmiss 1462 Animal nutrition/feeding- outsourced (another unit - same firm) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Animal nutrition/feeding - outsourced (another firm) 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Animal nutrition - Household waste or fibrous crop residues 34 1465 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 10 2 No 24 Sysmiss 1465 Animal nutrition - Natural grasslands and pastures 34 1465 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 10 2 No 23 Sysmiss 1465 Animal nutrition - Integrated crop-livestock systems 34 1465 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 8 2 No 25 Sysmiss 1465 Animal nutrition - Production of forage crops 34 1465 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 5 2 No 28 Sysmiss 1465 Animal nutrition - Production of supplementary feed 34 1465 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 6 2 No 27 Sysmiss 1465 Animal nutrition - Manu. or mixing of feed 34 1465 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 14 2 No 19 Sysmiss 1465 Animal nutrition - Prod. of genetically-modified feed 34 1465 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 0 2 No 32 Sysmiss 1465 Animal nutrition - Other 34 1465 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 6 2 No 27 Sysmiss 1465 Animal nutrition - MOST used method 15 1484 1 8 -9 Don't Know 0 1 Animal nutrition - Household waste or fibrous crop residues 2 2 Animal nutrition - Natural grasslands and pastures 1 3 Animal nutrition - Integrated crop-livestock systems 1 4 Animal nutrition - Production of forage crops 1 5 Animal nutrition - Production of supplementary feed 1 6 Animal nutrition - Manu. or mixing of feed 8 7 Animal nutrition - Prod. of genetically-modified feed 0 8 Animal nutrition - Other 1 Sysmiss 1484 Years using c2_2b5, c2_2b6, c2_2b7 17 1482 -9 18 -9 Don't Know 2 -7 Not Applicable 0 1 1 2 3 3 1 4 1 5 1 6 1 8 1 9 2 10 1 12 1 13 1 18 1 Sysmiss 1482 Animal healthcare - in house 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 36 2 No 1 Sysmiss 1462 Animal healthcare - outsourced (another unit - same firm) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Animal healthcare - outsourced (another firm) 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Animal healthcare - Rapid diagnostic tests 36 1463 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 24 2 No 12 Sysmiss 1463 Animal healthcare - Pest sprays 36 1463 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 35 2 No 1 Sysmiss 1463 Animal healthcare - Vaccines 36 1463 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 33 2 No 3 Sysmiss 1463 Animal healthcare - DNA or RNA vaccine 36 1463 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 15 2 No 20 Sysmiss 1463 Animal healthcare - Disease med. 36 1463 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 34 2 No 1 Sysmiss 1463 Animal healthcare - Other 36 1463 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 10 2 No 25 Sysmiss 1463 Animal healthcare - MOST used method 35 1464 1 6 -9 Don't Know 0 1 Animal healthcare - Rapid diagnostic tests 6 2 Animal healthcare - Pest sprays 3 3 Animal healthcare - Vaccines 16 4 Animal healthcare - DNA or RNA vaccine 2 5 Animal healthcare - Disease med. 7 6 Animal healthcare - Other 1 Sysmiss 1464 Years using c2_3b3, c2_3b4 34 1465 1 30 -9 Don't Know 0 -7 Not Applicable 0 1 1 2 2 3 3 4 2 5 4 6 2 7 1 9 3 10 4 12 1 13 4 15 2 18 1 19 1 20 2 30 1 Sysmiss 1465 Herd mgt/monitoring - in house 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 34 2 No 3 Sysmiss 1462 Herd mgt/monitoring - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Herd mgt/monitoring - outsourced (another firm) 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Herd mgt/monitoring - Human 34 1465 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 33 2 No 1 Sysmiss 1465 Herd mgt/monitoring - Animal-aided 34 1465 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 33 Sysmiss 1465 Herd mgt/monitoring - Feedlots or grazing 34 1465 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 17 2 No 17 Sysmiss 1465 Herd mgt/monitoring - Automated cameras/video 34 1465 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 8 2 No 26 Sysmiss 1465 Herd mgt/monitoring - Unmanned aerial 34 1465 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 34 Sysmiss 1465 Herd mgt/monitoring - Analog tracking 34 1465 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 32 Sysmiss 1465 Herd mgt/monitoring - Digital tracking 34 1465 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 32 Sysmiss 1465 Herd mgt/monitoring - Other 34 1465 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 5 2 No 28 Sysmiss 1465 Herd mgt/monitoring - MOST used method 23 1476 1 8 -9 Don't Know 0 1 Herd mgt/monitoring - Human 17 2 Herd mgt/monitoring - Animal-aided 0 3 Herd mgt/monitoring - Feedlots or grazing 2 4 Herd mgt/monitoring - Automated cameras/video 2 5 Herd mgt/monitoring - Unmanned aerial 0 6 Herd mgt/monitoring - Analog tracking 0 7 Herd mgt/monitoring - Digital tracking 1 8 Herd mgt/monitoring - Other 1 Sysmiss 1476 Years using c2_4b5, c2_4b6, c2_4b7 3 1496 -9 15 -9 Don't Know 1 -7 Not Applicable 0 5 1 15 1 Sysmiss 1496 Transp. livestock - in house 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 28 2 No 9 Sysmiss 1462 Transp. livestock - outsourced (another unit - same enterprise) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Transp. livestock - outsourced (another enterprise) 9 1490 -7 2 -9 Don't Know 0 -7 Not Applicable 1 1 Yes 3 2 No 5 Sysmiss 1490 Transp. livestock - Manual 28 1471 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 16 2 No 12 Sysmiss 1471 Transp. livestock - Non-motorized vehicles 28 1471 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 16 2 No 12 Sysmiss 1471 Transp. livestock - Motorized vehicles 28 1471 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 26 2 No 2 Sysmiss 1471 Transp. livestock - Specialized/climate-controlled vehicles 28 1471 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 4 2 No 24 Sysmiss 1471 Transp. livestock - Other 28 1471 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 2 2 No 25 Sysmiss 1471 Transp. - MOST used method 21 1478 3 4 -9 Don't Know 0 1 Transp. livestock - Manual 0 2 Transp. livestock - Non-motorized vehicles 0 3 Transp. livestock - Motorized vehicles 18 4 Transp. livestock - Specialized/climate-controlled vehicles 3 5 Transp. livestock - Other 0 Sysmiss 1478 Years using c2_5b4 4 1495 6 13 -9 Don't Know 0 -7 Not Applicable 0 6 1 9 1 10 1 13 1 Sysmiss 1495 Regulated/inspected by govt. agency 120 1379 -7 1 -9 Don't Know 0 -7 Not Applicable 1 0 22 1 Yes 97 2 No 0 Sysmiss 1379 Main agency regulating 1499 0 Finished - shelf stable 120 1379 -7 1 -9 Don't Know 0 -7 Not Applicable 1 0 25 1 Yes 94 2 No 0 Sysmiss 1379 Finished - fresh/perishable 120 1379 -7 2 -9 Don't Know 0 -7 Not Applicable 1 0 93 1 Yes 21 2 No 5 Sysmiss 1379 Input testing - in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 114 2 No 6 Sysmiss 1379 Input testing - outsourced (another unit - same firm) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Input testing - outsourced (another firm) 8 1491 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 7 Sysmiss 1491 Input testing - Sensory 114 1385 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 110 2 No 4 Sysmiss 1385 Input testing - Review of supplier testing 114 1385 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 70 2 No 43 Sysmiss 1385 Input testing - Non-computer-controlled 114 1385 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 47 2 No 67 Sysmiss 1385 Input testing - Computer testing 114 1385 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 12 2 No 102 Sysmiss 1385 Input testing - Other 114 1385 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 19 2 No 95 Sysmiss 1385 Input testing - MOST used method 84 1415 1 5 -9 Don't Know 0 1 Input testing - Sensory 43 2 Input testing - Review of supplier testing 23 3 Input testing - Non-computer-controlled 14 4 Input testing - Computer testing 3 5 Input testing - Other 1 Sysmiss 1415 Years using c3_1b4 12 1487 -9 16 -9 Don't Know 1 -7 Not Applicable 0 1 1 3 2 4 1 5 1 7 2 10 1 13 1 15 1 16 1 Sysmiss 1487 Food prep. - in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 91 2 No 29 Sysmiss 1379 Food prep. - outsourced (another unit - same firm) 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Food prep. - outsourced (another firm) 29 1470 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 1 2 No 27 Sysmiss 1470 Food prep. - Manual 91 1408 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 64 2 No 27 Sysmiss 1408 Food prep. - Mech. equipment (human force) 91 1408 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 74 2 No 17 Sysmiss 1408 Food prep. - Power equipment (human interaction) 91 1408 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 69 2 No 22 Sysmiss 1408 Food prep. - Power equipment (computers or robotics, minimal int.) 91 1408 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 10 2 No 81 Sysmiss 1408 Food prep. - Other 91 1408 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 10 2 No 80 Sysmiss 1408 Food prep. - MOST used method 78 1421 1 4 -9 Don't Know 0 1 Food prep. - Manual 12 2 Food prep. - Mech. equipment (human force) 32 3 Food prep. - Power equipment (human interaction) 33 4 Food prep. - Power equipment (computers or robotics, minimal int.) 1 5 Food prep. - Other 0 Sysmiss 1421 Years using c3_2b3, c3_2b4 69 1430 -9 25 -9 Don't Know 1 -7 Not Applicable 0 1 6 2 3 3 6 4 2 5 11 6 3 7 7 8 2 9 3 10 6 11 1 12 3 13 2 15 5 17 1 19 2 20 3 22 1 25 1 Sysmiss 1430 Anti-bacterial - in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 93 2 No 27 Sysmiss 1379 Anti-bacterial - outsourced (another unit - same firm) 5 1494 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 5 Sysmiss 1494 Anti-bacterial - outsourced (another firm) 27 1472 -7 2 -9 Don't Know 0 -7 Not Applicable 3 1 Yes 1 2 No 23 Sysmiss 1472 Anti-bacterial - Minimal-processing preservation 93 1406 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 83 2 No 10 Sysmiss 1406 Anti-bacterial - Anti-bacterial wash or soaking 93 1406 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 48 2 No 44 Sysmiss 1406 Anti-bacterial - Thermal Processing 93 1406 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 52 2 No 41 Sysmiss 1406 Anti-bacterial - Other adv. methods 93 1406 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 20 2 No 73 Sysmiss 1406 Anti-bacterial - Other 93 1406 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 14 2 No 76 Sysmiss 1406 Anti-bacterial - MOST used method 71 1428 1 5 -9 Don't Know 0 1 Anti-bacterial - Minimal-processing preservation 31 2 Anti-bacterial - Anti-bacterial wash or soaking 10 3 Anti-bacterial - Thermal Processing 25 4 Anti-bacterial - Other adv. methods 3 5 Anti-bacterial - Other 2 Sysmiss 1428 Years using c3_3b3, c3_3b4 54 1445 -9 25 -9 Don't Know 1 -7 Not Applicable 0 1 5 2 6 3 8 4 1 5 5 6 2 7 4 8 2 9 3 10 3 11 1 12 2 13 2 14 1 15 2 16 1 17 2 20 2 25 1 Sysmiss 1445 Food pkg. - in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 116 2 No 4 Sysmiss 1379 Food pkg. - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Food pkg. - outsourced (another firm) 4 1495 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1495 Food pkg. - Manual 116 1383 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 83 2 No 33 Sysmiss 1383 Food pkg. - Human-operated mech. equip. 116 1383 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 84 2 No 32 Sysmiss 1383 Food pkg. - Power equip. (human interaction) 116 1383 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 75 2 No 41 Sysmiss 1383 Food pkg. - Power equip. (comp./robotics, min. human int.) 116 1383 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 4 2 No 112 Sysmiss 1383 Food pkg. - Other 116 1383 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 8 2 No 106 Sysmiss 1383 Food pkg. - MOST used method 84 1415 1 4 -9 Don't Know 0 1 Food pkg. - Manual 20 2 Food pkg. - Human-operated mech. equip. 43 3 Food pkg. - Power equip. (human interaction) 19 4 Food pkg. - Power equip. (comp./robotics, min. human int.) 2 5 Food pkg. - Other 0 Sysmiss 1415 Years using c3_4b3, c_3b4 75 1424 -9 25 -9 Don't Know 1 -7 Not Applicable 0 1 6 2 5 3 9 4 2 5 10 6 4 7 6 8 3 9 4 10 9 11 1 12 4 13 1 14 1 15 2 16 1 19 2 20 3 25 1 Sysmiss 1424 Store food - in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 108 2 No 12 Sysmiss 1379 Store food - outsourced (another unit - same firm) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Store food - outsourced (another firm) 12 1487 -7 2 -9 Don't Know 0 -7 Not Applicable 2 1 Yes 0 2 No 10 Sysmiss 1487 Food storage - Minimal protection (some exposure) 108 1391 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 88 2 No 20 Sysmiss 1391 Food storage - Ambient conditions (closed building) 108 1391 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 53 2 No 55 Sysmiss 1391 Food storage - Some climate control (secured building) 108 1391 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 49 2 No 59 Sysmiss 1391 Food storage - Automated climate (security-controlled building) 108 1391 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 15 2 No 93 Sysmiss 1391 Food storage - Other 108 1391 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 10 2 No 96 Sysmiss 1391 Food storage - MOST used method 68 1431 1 4 -9 Don't Know 0 1 Food storage - Minimal protection (some exposure) 29 2 Food storage - Ambient conditions (closed building) 23 3 Food storage - Some climate control (secured building) 10 4 Food storage - Automated climate (security-controlled building) 6 5 Food storage - Other 0 Sysmiss 1431 Years using c3_5b3, c3_5b4 56 1443 -9 22 -9 Don't Know 1 -7 Not Applicable 0 1 6 2 3 3 4 5 12 6 1 7 4 8 2 9 4 10 4 12 2 13 2 14 2 15 3 16 1 19 1 20 2 21 1 22 1 Sysmiss 1443 Prod. material - Printed fabric 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 101 2 No 19 Sysmiss 1379 Prod. material - White fabric 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 39 2 No 81 Sysmiss 1379 Prod. material - Fabric threads 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 38 2 No 82 Sysmiss 1379 Prod. material - Other 120 1379 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 49 2 No 70 Sysmiss 1379 Garments prod.- Basic 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 70 2 No 50 Sysmiss 1379 Garments prod. - Fashion 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 61 2 No 59 Sysmiss 1379 Garments prod. - Sports 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 18 2 No 102 Sysmiss 1379 Garments prod. - Protective apparel 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 24 2 No 96 Sysmiss 1379 Garments prod. - Other 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 51 2 No 69 Sysmiss 1379 Finishes - Silk screen 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 8 2 No 112 Sysmiss 1379 Finishes - Embroidery 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 19 2 No 101 Sysmiss 1379 Finishes - Washing 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 32 2 No 88 Sysmiss 1379 Finishes - Waterproofing 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 16 2 No 104 Sysmiss 1379 Finishes - Other 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 44 2 No 76 Sysmiss 1379 Provide files for design 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 91 2 No 29 Sysmiss 1379 Most common file provd. 91 1408 1 6 -9 Don't know 0 1 Graded file of all sizes ready to cut 21 2 A prototype cutting file for grading 7 3 Hand drawing of the design 6 4 Computer drawing of the design 47 5 3D file of the design 4 6 Other 6 Sysmiss 1408 Design drawing - in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 46 2 No 74 Sysmiss 1379 Design drawing - outsourced (another unit - same firm) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Design drawing - outsourced (another firm) 74 1425 -9 2 -9 Don't Know 1 -7 Not Applicable 4 1 Yes 7 2 No 62 Sysmiss 1425 Design drawing - Manual/hand-draw 46 1453 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 37 2 No 9 Sysmiss 1453 Design drawing - Digital/semi-digital design 46 1453 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 21 2 No 25 Sysmiss 1453 Design drawing - CAD 46 1453 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 14 2 No 32 Sysmiss 1453 Design drawing - Other 46 1453 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 9 2 No 37 Sysmiss 1453 Design drawing - MOST used method 22 1477 1 4 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 5 2 No 13 3 3 4 1 Sysmiss 1477 Years using c4_1b2, c4_1b3 25 1474 -9 16 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 5 2 No 4 3 3 4 1 5 3 6 4 7 1 8 1 9 1 16 1 Sysmiss 1474 Cutting - in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 104 2 No 16 Sysmiss 1379 Cutting - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Cutting - outsourced (another firm) 16 1483 -7 2 -9 Don't Know 0 -7 Not Applicable 2 1 Yes 3 2 No 11 Sysmiss 1483 Cutting - Manual cutting 104 1395 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 61 2 No 43 Sysmiss 1395 Cutting - Cutting machine (manually operated) 104 1395 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 82 2 No 22 Sysmiss 1395 Cutting - Semi-Automatic cutting machine 104 1395 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 61 2 No 43 Sysmiss 1395 Cutting - Automatic/Computerized cutting machine (no Laser) 104 1395 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 17 2 No 87 Sysmiss 1395 Cutting - Automatic/Computerized cutting machine (Laser) 104 1395 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 7 2 No 97 Sysmiss 1395 Cutting - Other 104 1395 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 6 2 No 98 Sysmiss 1395 Cutting - MOST used method 75 1424 1 4 -9 Don't know 0 1 Cutting - Manual cutting 11 2 Cutting - Cutting machine (manually operated) 40 3 Cutting - Semi-Automatic cutting machine 21 4 Cutting - Automatic/Computerized cutting machine (no Laser) 3 5 Cutting - Automatic/Computerized cutting machine (Laser) 0 6 Cutting - Other 0 Sysmiss 1424 Years using c4_2b4, c4_2b5 19 1480 1 13 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 4 3 5 5 2 6 1 7 1 8 2 9 1 10 1 13 1 Sysmiss 1480 Sewing - in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 115 2 No 5 Sysmiss 1379 Sewing - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Sewing - outsourced (another firm) 5 1494 -7 2 -9 Don't Know 0 -7 Not Applicable 2 1 Yes 1 2 No 2 Sysmiss 1494 Sewing - Manually 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 54 2 No 61 Sysmiss 1384 Sewing - Machine (manually operated) 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 80 2 No 35 Sysmiss 1384 Sewing - Semi-automated machines 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 86 2 No 29 Sysmiss 1384 Sewing - Automated machines 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 24 2 No 91 Sysmiss 1384 Sewing - 3D Knitting 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 113 Sysmiss 1384 Sewing - Other 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 5 2 No 110 Sysmiss 1384 Sewing - MOST used method 84 1415 1 4 -9 Don't know 0 1 Sewing - Manually 6 2 Sewing - Machine (manually operated) 39 3 Sewing - Semi-automated machines 35 4 Sewing - Automated machines 4 5 Sewing - 3D Knitting 0 6 Sewing - Other 0 Sysmiss 1415 Years using c4_3b3, c4_3b4, c4_3b5 89 1410 -9 800 -9 Don't Know 2 -7 Not Applicable 0 1 15 2 17 3 8 4 7 5 14 6 2 7 4 8 4 9 1 10 5 13 2 14 2 15 1 16 1 20 1 21 1 24 1 800 1 Sysmiss 1410 Finishing/ironing- in house 120 1379 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 99 2 No 21 Sysmiss 1379 Finishing/ironing - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Finishing/ironing - outsourced (another firm) 21 1478 -7 2 -9 Don't Know 0 -7 Not Applicable 5 1 Yes 1 2 No 15 Sysmiss 1478 Finishing/ironing - Basic manual ironing 99 1400 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 70 2 No 29 Sysmiss 1400 Finishing/ironing - Electric high-pressure steam iron 99 1400 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 78 2 No 21 Sysmiss 1400 Finishing/ironing - Tunnel finisher 99 1400 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 15 2 No 84 Sysmiss 1400 Finishing/ironing - Form finishing machine 99 1400 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 11 2 No 86 Sysmiss 1400 Finishing/ironing - High tech pressing machine 99 1400 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 26 2 No 73 Sysmiss 1400 Finishing/ironing - Other 99 1400 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 13 2 No 86 Sysmiss 1400 Finishing/ironing - MOST used method 66 1433 1 5 -9 Don't know 0 1 Finishing/ironing - Basic manual ironing 18 2 Finishing/ironing - Electric high-pressure steam iron 46 3 Finishing/ironing - Tunnel finisher 0 4 Finishing/ironing - Form finishing machine 1 5 Finishing/ironing - High tech pressing machine 1 6 Finishing/ironing - Other 0 Sysmiss 1433 Years using c4_4b3, c4_4b4, c4_4b5 32 1467 -9 20 -9 Don't Know 2 -7 Not Applicable 0 1 3 2 3 3 3 4 5 5 3 7 3 8 3 9 2 10 3 14 1 20 1 Sysmiss 1467 Assemble vehicles - in house 90 1409 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 10 2 No 80 Sysmiss 1409 Assemble vehicles - outsourced (another unit - same firm) 12 1487 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 12 Sysmiss 1487 Assemble vehicles - outsourced (another firm) 80 1419 -9 2 -9 Don't Know 14 -7 Not Applicable 6 1 Yes 1 2 No 59 Sysmiss 1419 Assembly/fabrication - Machines (controlled by operators) 10 1489 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 10 2 No 0 Sysmiss 1489 Assembly/fabrication - FMC or FMS 10 1489 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 9 Sysmiss 1489 Assembly/fabrication - Lasers (materials processing) 10 1489 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 7 Sysmiss 1489 Assembly/fabrication - CNC machinery 10 1489 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 5 2 No 5 Sysmiss 1489 Assembly/fabrication - Robots 10 1489 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 7 Sysmiss 1489 Assembly/fabrication - Additive manufacturing 10 1489 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 10 Sysmiss 1489 Assembly/fabrication - Other 10 1489 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 10 Sysmiss 1489 Assembly/fabrication- MOST used method 5 1494 1 4 -9 Don't know 0 1 Assembly/fabrication - Machines (controlled by operators) 3 2 Assembly/fabrication - FMC or FMS 0 3 Assembly/fabrication - Lasers (materials processing) 0 4 Assembly/fabrication - CNC machinery 2 5 Assembly/fabrication - Robots 0 6 Assembly/fabrication - Additive manufacturing 0 7 Assembly/fabrication - Other 0 Sysmiss 1494 Years using c5_1b4, c5_1b5, c5_1b6 5 1494 1 13 -9 Don't Know 0 -7 Not Applicable 0 1 1 2 1 3 1 10 1 13 1 Sysmiss 1494 Body press/welding - in house 90 1409 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 23 2 No 67 Sysmiss 1409 Body press/welding - outsourced (another unit - same firm) 8 1491 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 7 Sysmiss 1491 Body press/welding - outsourced (another firm) 67 1432 -9 2 -9 Don't Know 1 -7 Not Applicable 18 1 Yes 1 2 No 47 Sysmiss 1432 Body press/welding - Pressing of skin panels (operators) 24 1475 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 17 2 No 7 Sysmiss 1475 Body press/welding - Pressing of structural components (operators) 24 1475 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 15 2 No 9 Sysmiss 1475 Body press/welding - Welding of main body (operators) 24 1475 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 17 2 No 7 Sysmiss 1475 Body press/welding - Pressing of skin panels (automated) 24 1475 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 3 2 No 20 Sysmiss 1475 Body press/welding - Pressing of structural components (automated) 24 1475 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 3 2 No 20 Sysmiss 1475 Body press/welding - Welding of main body (automated) 24 1475 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 3 2 No 20 Sysmiss 1475 Body press/welding - Other 24 1475 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 0 2 No 22 Sysmiss 1475 Pressing/welding method - MOST used method 19 1480 -9 6 -9 Don't know 1 1 Body press/welding - Pressing of skin panels (operators) 6 2 Body press/welding - Pressing of structural components (operators) 6 3 Body press/welding - Welding of main body (operators) 4 4 Body press/welding - Pressing of skin panels (automated) 1 5 Body press/welding - Pressing of structural components (automated) 0 6 Body press/welding - Welding of main body (automated) 1 7 Body press/welding - Other 0 Sysmiss 1480 Years using c5_2b4, c5_2b5 ,c5_2b6 4 1495 3 10 -9 Don't Know 0 -7 Not Applicable 0 3 2 5 1 10 1 Sysmiss 1495 Painting - in house 90 1409 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 30 2 No 60 Sysmiss 1409 Painting - outsourced (another unit - same firm) 5 1494 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 5 Sysmiss 1494 Painting - outsourced (another firm) 61 1438 -9 2 -9 Don't Know 10 -7 Not Applicable 4 1 Yes 3 2 No 44 Sysmiss 1438 Painting - Water-based painting (operators) 30 1469 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 16 2 No 13 Sysmiss 1469 Painting - Solvent-based painting (operators) 30 1469 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 24 2 No 5 Sysmiss 1469 Painting - Water-based painting (automated) 30 1469 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 1 2 No 28 Sysmiss 1469 Painting - Solvent-based painting (automated) 30 1469 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 2 2 No 27 Sysmiss 1469 Painting - Other 30 1469 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 4 2 No 25 Sysmiss 1469 Painting - MOST used method 15 1484 1 3 -9 Don't know 0 1 Painting - Water-based painting (operators) 8 2 Painting - Solvent-based painting (operators) 6 3 Painting - Water-based painting (automated) 1 4 Painting - Solvent-based painting (automated) 0 5 Painting - Other 0 Sysmiss 1484 Years using c5_3b3, c5_3b4 2 1497 3 10 -9 Don't Know 0 -7 Not Applicable 0 3 1 10 1 Sysmiss 1497 Plastic injection molding - in house 90 1409 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 20 2 No 70 Sysmiss 1409 Plastic injection molding - outsourced (another unit - same firm) 13 1486 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 12 Sysmiss 1486 Plastic injection molding - outsourced (another firm) 69 1430 -9 2 -9 Don't Know 12 -7 Not Applicable 7 1 Yes 6 2 No 44 Sysmiss 1430 Plastic injection- Non-visible interior plastic (operators) 21 1478 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 10 2 No 10 Sysmiss 1478 Plastic injection - Plastic exterior body parts (operators) 21 1478 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 10 2 No 10 Sysmiss 1478 Plastic injection- Non-visible interior plastic (robotics) 21 1478 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 3 2 No 17 Sysmiss 1478 Plastic injection - Plastic exterior body parts (robotics) 21 1478 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 2 2 No 18 Sysmiss 1478 Plastic injection - Other 21 1478 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 6 2 No 13 Sysmiss 1478 Plastic injection - MOST used method 9 1490 1 4 -9 Don't know 0 1 Plastic injection- Non-visible interior plastic (operators) 5 2 Plastic injection - Plastic exterior body parts (operators) 2 3 Plastic injection- Non-visible interior plastic (robotics) 1 4 Plastic injection - Plastic exterior body parts (robotics) 1 5 Plastic injection - Other 0 Sysmiss 1490 Years using c5_4b3, c5_4b4 4 1495 4 1999 -9 Don't Know 0 -7 Not Applicable 0 4 1 7 1 18 1 1999 1 Sysmiss 1495 Productive assets mgt. - in house 90 1409 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 82 2 No 8 Sysmiss 1409 Productive assets mgt. - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Productive assets mgt. - outsourced (another firm) 13 1486 -9 2 -9 Don't Know 1 -7 Not Applicable 1 1 Yes 0 2 No 11 Sysmiss 1486 Productive asset mgt. - Breakdown maintenance 82 1417 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 73 2 No 9 Sysmiss 1417 Productive asset mgt. - Preventative/predictive maintenance 82 1417 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 48 2 No 31 Sysmiss 1417 Productive asset mgt. - Model Based Condition Monitoring 82 1417 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 21 2 No 58 Sysmiss 1417 Productive asset mgt. - Other 82 1417 -9 2 -9 Don't Know 4 -7 Not Applicable 0 1 Yes 18 2 No 60 Sysmiss 1417 Productive asset mgt. - MOST used method 48 1451 1 4 -9 Don't know 0 1 Productive asset mgt. - Breakdown maintenance 23 2 Productive asset mgt. - Preventative/predictive maintenance 19 3 Productive asset mgt. - Model Based Condition Monitoring 2 4 Productive asset mgt. - Other 4 Sysmiss 1451 Years using c5_5b2, c5_5b3 48 1451 1 20 -9 Don't Know 0 -7 Not Applicable 0 1 3 2 4 3 10 4 4 5 7 6 2 7 1 10 8 11 1 13 1 14 1 15 1 17 1 18 1 20 3 Sysmiss 1451 Produce tablets and capsules 84 1415 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 50 2 No 33 Sysmiss 1415 Produce creams and ointments 84 1415 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 21 2 No 62 Sysmiss 1415 Produce eye and ear solutions 84 1415 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 14 2 No 69 Sysmiss 1415 Produce syrups and dry powders 84 1415 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 56 2 No 27 Sysmiss 1415 Main product produced 54 1445 1 4 1 Tablets and capsules 44 2 Creams and ointments 2 3 Eye and ear solutions 3 4 Syrups and dry powders 5 Sysmiss 1445 Research with new-drug discovery 84 1415 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 37 2 No 47 Sysmiss 1415 Lead researchers - direct employees 37 1462 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 35 2 No 2 Sysmiss 1462 Mix raw mat./compounding - in house 84 1415 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 70 2 No 14 Sysmiss 1415 Mix raw mat./ compounding - outsourced (another unit - same firm) 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Mix raw mat./compounding - outsourced (another firm) 13 1486 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 4 2 No 9 Sysmiss 1486 Air filtration - Unfiltered air 71 1428 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 40 2 No 30 Sysmiss 1428 Air filtration - Basic 71 1428 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 32 2 No 38 Sysmiss 1428 Air filtration - HEPA 71 1428 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 36 2 No 34 Sysmiss 1428 Air filtration - Ultra HEPA, pressurization control 71 1428 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 26 2 No 44 Sysmiss 1428 Air filtration - Other 71 1428 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 13 2 No 58 Sysmiss 1428 Air filtration - MOST used method 37 1462 1 4 -9 Don't know 0 1 Air filtration - Unfiltered air 7 2 Air filtration - Basic 9 3 Air filtration - HEPA 13 4 Air filtration - Ultra HEPA, pressurization control 8 5 Air filtration - Other 0 Sysmiss 1462 Years using c6_1b3, c6_1b4 37 1462 1 25 -9 Don't Know 0 -7 Not Applicable 0 1 1 2 1 3 4 4 1 5 4 6 2 7 1 8 3 9 3 10 3 11 1 12 3 13 2 14 2 15 4 18 1 25 1 Sysmiss 1462 Weighting - Beam Scales 84 1415 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 22 2 No 62 Sysmiss 1415 Weighting - Analog Scales 84 1415 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 53 2 No 31 Sysmiss 1415 Weighting - Electronic Scales 84 1415 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 72 2 No 12 Sysmiss 1415 Weighting - Automated Weighing 84 1415 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 22 2 No 61 Sysmiss 1415 Weighting - Other 84 1415 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 8 2 No 75 Sysmiss 1415 Weighting - MOST used method 57 1442 2 4 -9 Don't know 0 1 Weighting - Beam Scales 0 2 Weighting - Analog Scales 8 3 Weighting - Electronic Scales 43 4 Weighting - Automated Weighing 6 5 Weighting - Other 0 Sysmiss 1442 Years using c6_2b4 22 1477 1 25 -9 Don't Know 0 -7 Not Applicable 0 1 2 3 2 5 4 6 3 9 2 10 3 12 1 15 3 19 1 25 1 Sysmiss 1477 Mixing/compounding - Manual 84 1415 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 40 2 No 42 Sysmiss 1415 Mixing/compounding - Planetary Mixers OR homogenizers 84 1415 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 69 2 No 13 Sysmiss 1415 Mixing/compounding - High Speed, High Shear Granulators 84 1415 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 38 2 No 43 Sysmiss 1415 Mixing/compounding - Fluid Bed Processors (not with syrups) 84 1415 -9 2 -9 Don't Know 4 -7 Not Applicable 0 1 Yes 31 2 No 49 Sysmiss 1415 Mixing/compounding - Fully Automated Compounding 84 1415 -9 2 -9 Don't Know 4 -7 Not Applicable 0 1 Yes 21 2 No 59 Sysmiss 1415 Mixing/compounding - Other 84 1415 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 10 2 No 69 Sysmiss 1415 Mixing/compounding - MOST used method 60 1439 1 5 -9 Don't know 0 1 Mixing/compounding - Manual 7 2 Mixing/compounding - Planetary Mixers OR homogenizers 28 3 Mixing/compounding - High Speed, High Shear Granulators 21 4 Mixing/compounding - Fluid Bed Processors (not with syrups) 0 5 Mixing/compounding - Fully Automated Compounding 4 6 Mixing/compounding - Other 0 Sysmiss 1439 Years using c6_3b3, c6_3b4, c6_3b5 48 1451 -9 25 -9 Don't Know 1 -7 Not Applicable 0 1 1 2 5 3 5 4 2 5 5 6 2 7 5 8 1 9 3 10 5 12 2 13 3 14 2 15 2 18 1 20 2 25 1 Sysmiss 1451 Compression/encapsulation - in house 84 1415 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 39 2 No 45 Sysmiss 1415 Compression/encapsulation - outsourced (another unit - same firm) 5 1494 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 4 Sysmiss 1494 Compression/encapsulation - outsourced (another firm) 37 1462 -9 2 -9 Don't Know 6 -7 Not Applicable 0 1 Yes 3 2 No 28 Sysmiss 1462 Compression/encapsulation - Manual 40 1459 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 21 2 No 18 Sysmiss 1459 Compression/encapsulation - Motorized 40 1459 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 15 2 No 25 Sysmiss 1459 Compression/encapsulation - Automated 40 1459 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 27 2 No 13 Sysmiss 1459 Compression/encapsulation - Integrated 40 1459 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 8 2 No 31 Sysmiss 1459 Compression/encapsulation - Other 40 1459 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 0 2 No 39 Sysmiss 1459 Compression/encapsulation - MOST used method 19 1480 1 4 -9 Don't know 0 1 Compression/encapsulation - Manual 3 2 Compression/encapsulation - Motorized 5 3 Compression/encapsulation - Automated 10 4 Compression/encapsulation - Integrated 1 5 Compression/encapsulation - Other 0 Sysmiss 1480 Years using c6_4b3, c6_4b4 27 1472 3 24 -9 Don't Know 0 -7 Not Applicable 0 3 4 4 1 5 2 6 1 8 1 9 1 10 4 11 2 12 2 13 1 14 1 15 3 16 1 20 2 24 1 Sysmiss 1472 Quality control - in-house 84 1415 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 72 2 No 12 Sysmiss 1415 Quality control - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Quality control - outsourced (another firm) 13 1486 -9 2 -9 Don't Know 2 -7 Not Applicable 1 1 Yes 5 2 No 5 Sysmiss 1486 Quality control - Manual, titrimetric/chromatographic 72 1427 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 51 2 No 20 Sysmiss 1427 Quality control - Elec. chromatography 72 1427 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 35 2 No 35 Sysmiss 1427 Quality control - Elec. chromatography w data acquisition 72 1427 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 34 2 No 36 Sysmiss 1427 Quality control - Other 72 1427 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 9 2 No 61 Sysmiss 1427 Quality Control - MOST used method 41 1458 1 4 -9 Don't know 0 1 Quality control - Manual, titrimetric/chromatographic 13 2 Quality control - Elec. chromatography 11 3 Quality control - Elec. chromatography w data acquisition 16 4 Quality control - Other 1 Sysmiss 1458 Years using c6_5b2, c6_5b3 42 1457 1 25 -9 Don't Know 0 -7 Not Applicable 0 1 3 3 4 4 1 5 7 6 3 7 1 8 2 9 3 10 6 11 1 12 3 13 2 14 3 15 1 20 1 25 1 Sysmiss 1457 Package pharma. products - in house 84 1415 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 78 2 No 6 Sysmiss 1415 Package pharma. products - outsourced (another unit - same firm) 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Package pharma. products - outsourced (another firm) 5 1494 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 2 Sysmiss 1494 Packaging - Manual filling pills or syrups 79 1420 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 30 2 No 49 Sysmiss 1420 Packaging - Slat Counters, Cottoners, etc; machine filling 79 1420 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 50 2 No 29 Sysmiss 1420 Packaging - Automated, integrated packaging lines 79 1420 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 40 2 No 39 Sysmiss 1420 Packaging - Other 79 1420 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 13 2 No 66 Sysmiss 1420 Packaging - MOST used method 43 1456 1 4 -9 Don't know 0 1 Packaging - Manual filling pills or syrups 5 2 Packaging - Slat Counters, Cottoners, etc; machine filling 14 3 Packaging - Automated, integrated packaging lines 22 4 Packaging - Other 2 Sysmiss 1456 Years using c6_6b2, c6_6b3 61 1438 -9 25 -9 Don't Know 1 -7 Not Applicable 0 1 5 2 3 3 7 4 3 5 4 6 3 7 3 8 2 9 5 10 8 11 2 12 3 13 2 14 3 15 3 16 1 17 1 22 1 25 1 Sysmiss 1438 Cust. supp. - in house 288 1211 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 235 2 No 53 Sysmiss 1211 Cust. supp. - outsourced (another unit - same firm) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Cust. supp. - outsourced (another firm) 53 1446 -9 2 -9 Don't Know 9 -7 Not Applicable 1 1 Yes 3 2 No 40 Sysmiss 1446 Cust. serv. - Store 235 1264 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 200 2 No 34 Sysmiss 1264 Cust. serv. - Phone or Help Desk 235 1264 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 145 2 No 90 Sysmiss 1264 Cust. serv. - Social Media 235 1264 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 131 2 No 104 Sysmiss 1264 Cust. serv. - Online requests 235 1264 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 50 2 No 185 Sysmiss 1264 Cust. serv. - Chatbots 235 1264 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 11 2 No 224 Sysmiss 1264 Cust. serv. - Other 235 1264 -9 2 -9 Don't Know 4 -7 Not Applicable 0 1 Yes 19 2 No 212 Sysmiss 1264 Service procedure - MOST used method 170 1329 1 6 -9 Don't know 0 1 Cust. serv. - Store 93 2 Cust. serv. - Phone or Help Desk 61 3 Cust. serv. - Social Media 14 4 Cust. serv. - Online requests 1 5 Cust. serv. - Chatbots 0 6 Cust. serv. - Other 1 Sysmiss 1329 Years using c7_1b3, c7_1b4, c7_1b5 51 1448 -9 22 -9 Don't Know 1 -7 Not Applicable 0 1 4 2 5 3 7 4 8 5 5 6 5 7 2 10 6 12 3 14 3 15 1 22 1 Sysmiss 1448 Pricing - in house 288 1211 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 241 2 No 47 Sysmiss 1211 Pricing - outsourced (another unit - same firm) 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Pricing - outsourced (another firm) 47 1452 -7 2 -9 Don't Know 0 -7 Not Applicable 11 1 Yes 1 2 No 35 Sysmiss 1452 Pricing - Manual Cost 241 1258 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 184 2 No 57 Sysmiss 1258 Pricing - Automated markup 241 1258 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 194 2 No 47 Sysmiss 1258 Pricing - Automated promotional 241 1258 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 63 2 No 178 Sysmiss 1258 Pricing - Dynamic pricing systems 241 1258 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 16 2 No 225 Sysmiss 1258 Pricing - Personalized pricing (predictive analytics) 241 1258 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 10 2 No 230 Sysmiss 1258 Pricing - Other 241 1258 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 11 2 No 225 Sysmiss 1258 Pricing - MOST used method 168 1331 1 5 -9 Don't know 0 1 Pricing - Manual Cost 46 2 Pricing - Automated markup 111 3 Pricing - Automated promotional 7 4 Pricing - Dynamic pricing systems 3 5 Pricing - Personalized pricing (predictive analytics) 1 6 Pricing - Other 0 Sysmiss 1331 Years using c7_2b4, c7_2b5 23 1476 1 20 -9 Don't Know 0 -7 Not Applicable 0 1 3 2 4 3 4 4 2 5 1 6 1 7 2 11 1 12 3 14 1 20 1 Sysmiss 1476 Regulation - price mechanism 288 1211 -9 2 -9 Don't Know 8 -7 Not Applicable 0 1 Yes 68 2 No 212 Sysmiss 1211 Agency regulating price 1499 0 Merchandising - in house 288 1211 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 204 2 No 84 Sysmiss 1211 Merchandising - outsourced (another unit - same firm) 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Merchandising - outsourced (another firm) 84 1415 -9 2 -9 Don't Know 17 -7 Not Applicable 0 1 Yes 3 2 No 64 Sysmiss 1415 Merchandising - Manually selection 204 1295 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 176 2 No 28 Sysmiss 1295 Merchandising - Category mgt. 204 1295 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 138 2 No 66 Sysmiss 1295 Merchandising - Retail Merch. Systems or Digital Merch. 204 1295 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 55 2 No 147 Sysmiss 1295 Merchandising - Product trend analytics 204 1295 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 19 2 No 183 Sysmiss 1295 Merchandising - Other 204 1295 -9 2 -9 Don't Know 7 -7 Not Applicable 0 1 Yes 10 2 No 187 Sysmiss 1295 Merchandising - MOST used method 132 1367 -9 4 -9 Don't know 2 1 Merchandising - Manually selection 59 2 Merchandising - Category mgt. 48 3 Merchandising - Retail Merch. Systems or Digital Merch. 20 4 Merchandising - Product trend analytics 3 5 Merchandising - Other 0 Sysmiss 1367 Years using c7_3b3, c7_3b4 60 1439 -9 15 -9 Don't Know 7 -7 Not Applicable 0 1 8 2 5 3 6 4 4 5 6 6 5 7 3 9 1 10 7 11 1 12 3 14 1 15 3 Sysmiss 1439 Mgt. inventory - in house 288 1211 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 281 2 No 7 Sysmiss 1211 Mgt. inventory - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Mgt. inventory - outsourced (another firm) 7 1492 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 0 2 No 6 Sysmiss 1492 Inventory - Handwritten record keeping 281 1218 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 170 2 No 111 Sysmiss 1218 Inventory - Computer databases (manual updates) 281 1218 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 248 2 No 33 Sysmiss 1218 Inventory - WMS (specialised software) 281 1218 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 121 2 No 160 Sysmiss 1218 Inventory - CAO, vendor-managed, and/or radio-frequency identification 281 1218 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 6 2 No 274 Sysmiss 1218 Inventory - AS/RS 281 1218 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 11 2 No 269 Sysmiss 1218 Inventory - Other 281 1218 -9 2 -9 Don't Know 8 -7 Not Applicable 0 1 Yes 13 2 No 260 Sysmiss 1218 Inventory - MOST used method 209 1290 1 5 -9 Don't know 0 1 Inventory - Handwritten record keeping 16 2 Inventory - Computer databases (manual updates) 135 3 Inventory - WMS (specialised software) 57 4 Inventory - CAO, vendor-managed, and/or radio-frequency identification 0 5 Inventory - AS/RS 1 6 Inventory - Other 0 Sysmiss 1290 Years using c7_4b4, c7_4b5 13 1486 -9 12 -9 Don't Know 1 -7 Not Applicable 0 1 1 2 1 3 2 4 1 6 2 9 1 10 2 11 1 12 1 Sysmiss 1486 Ads - in house 288 1211 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 105 2 No 183 Sysmiss 1211 Ads - outsourced (another unit - same firm) 5 1494 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 2 2 No 2 Sysmiss 1494 Ads - outsourced (another firm) 181 1318 -9 2 -9 Don't Know 2 -7 Not Applicable 38 1 Yes 9 2 No 132 Sysmiss 1318 Ad channels - Paper based communication 107 1392 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 81 2 No 26 Sysmiss 1392 Ad channels - Radio, Billboards, TV 107 1392 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 24 2 No 83 Sysmiss 1392 Ad channels - Email or mobile phone 107 1392 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 62 2 No 45 Sysmiss 1392 Ad channels - Social Media 107 1392 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 45 2 No 62 Sysmiss 1392 Ad channels - Search Engine Marketing 107 1392 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 10 2 No 97 Sysmiss 1392 Ad channels - Big data Analytics or AI 107 1392 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 106 Sysmiss 1392 Ad channels - Other 107 1392 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 11 2 No 96 Sysmiss 1392 Ad channels - MOST used method 63 1436 -9 6 -9 Don't know 1 1 Ad channels - Paper based communication 18 2 Ad channels - Radio, Billboards, TV 5 3 Ad channels - Email or mobile phone 19 4 Ad channels - Social Media 17 5 Ad channels - Search Engine Marketing 2 6 Ad channels - Big data Analytics or AI 1 7 Ad channels - Other 0 Sysmiss 1436 Years using c7_5b5, c7_5b6 11 1488 1 18 -9 Don't Know 0 -7 Not Applicable 0 1 1 2 1 3 3 4 1 5 1 8 1 9 1 14 1 18 1 Sysmiss 1488 N checking accounts managed 2 1497 -9 0 -9 Don't Know 1 -7 Not Applicable 0 0 1 Sysmiss 1497 N saving acc. managed 2 1497 -9 776 -9 Don't Know 1 -7 Not Applicable 0 776 1 Sysmiss 1497 N loans managed 2 1497 -9 507 -9 Don't Know 1 -7 Not Applicable 0 507 1 Sysmiss 1497 Cust. serv. (checking + savings acc) - in house 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Cust. serv. (checking + savings acc) - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Cust. serv. (checking + savings acc) - outsourced (another firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Cust. serv. - Teller 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Cust. serv. - ATM machines 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Cust. serv. - On-line on company website 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Cust. serv. - Mobile app 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Cust. serv. - Other 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Cust. serv. - MOST used method 0 1499 -9 Don't know 0 1 Cust. serv. - Teller 0 2 Cust. serv. - ATM machines 0 3 Cust. serv. - On-line on company website 0 4 Cust. serv. - Mobile app 0 6 Cust. serv. - Other 0 Sysmiss 1499 Years using c8_1b3, c8_1b4 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Client id/fraud - in house 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Client id/fraud - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Client id/fraud - outsourced (another firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Verification id - Teller 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Verification id - online passwords 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Verification id - online passwords (combined) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Verification id - Digital auth. 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Verification id - Biometrics 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Verification id - Blockchain 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Verification id - Other 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Verification - MOST used method 0 1499 -9 Don't know 0 1 Verification id - Teller 0 2 Verification id - online passwords 0 3 Verification id - online passwords (combined) 0 4 Verification id - Digital auth. 0 5 Verification id - Biometrics 0 6 Verification id - Blockchain 0 7 Verification id - Other 0 Sysmiss 1499 Years using c8_2b4, c8_2b5, c8_2b6 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Loan app - in house 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Loan app - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Loan app - outsourced (another firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Loan app - Loan officer (paper-based) 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Loan app - Mobile app + paper 2 1497 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 1 Sysmiss 1497 Loan app - Channel partners 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Loan app - Mobile app + digital process 2 1497 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 1 Sysmiss 1497 Loan app - Other 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Loan app - MOST used method 2 1497 1 2 -9 Don't know 0 1 Loan app - Loan officer (paper-based) 1 2 Loan app - Mobile app + paper 1 3 Loan app - Channel partners 0 4 Loan app - Mobile app + digital process 0 5 Loan app - Other 0 Sysmiss 1497 Years using c8_3b2, c8_3b4 1 1498 -9 -9 -9 Don't Know 1 -7 Not Applicable 0 Sysmiss 1498 Credit approvals - in house 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Credit approvals - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Credit approvals - outsourced (another firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Credit approvals - Analyst (paper-based) 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Credit approvals - Analyst (digital info) 2 1497 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 1 Sysmiss 1497 Credit approvals - Automated 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Credit approvals - Algorithm (AI or Big-Data) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Credit approvals - Other 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Credit approvals - MOST used method 1 1498 1 1 -9 Don't know 0 1 Credit approvals - Analyst (paper-based) 1 2 Credit approvals - Analyst (digital info) 0 3 Credit approvals - Automated 0 4 Credit approvals - Algorithm (AI or Big-Data) 0 5 Credit approvals - Other 0 Sysmiss 1498 Years using c8_4b3, c8_4b4 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Operational supp. - in house 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Operational supp. - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Operational supp. - outsourced (another firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Op. supp. - writing records 2 1497 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 1 Sysmiss 1497 Op. supp. - dig. accounting (PCs) 2 1497 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 0 Sysmiss 1497 Op. supp. - dig. network 2 1497 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 1 Sysmiss 1497 Op. supp. - other 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Op. supp. - MOST used method 1 1498 2 2 -9 Don't know 0 1 Op. supp. - writing records 0 2 Op. supp. - dig. accounting (PCs) 1 3 Op. supp. - dig. network 0 4 Op. supp. - other 0 Sysmiss 1498 Years using c8_5b2, c8_5b3 2 1497 4 14 -9 Don't Know 0 -7 Not Applicable 0 4 1 14 1 Sysmiss 1497 Transport serv. - Passengers 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Transport serv. - Freight 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Transport serv. - Other 3 1496 -7 2 -9 Don't Know 0 -7 Not Applicable 1 1 Yes 1 2 No 1 Sysmiss 1496 Fleet type - Trucks 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Fleet type - Cars 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Fleet type - Motorcycle 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Fleet type - Others 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 N of vehicles - Trucks 1 1498 4 4 -9 Don't Know 0 -7 Not Applicable 0 4 1 Sysmiss 1498 N of vehicles - Cars 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 N of vehicles - Motorcycle 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 N of vehicles with automatic transmission 1 1498 -7 -7 -9 Don't Know 0 -7 Not Applicable 1 Sysmiss 1498 N of vehicles with hybrid or electric 1 1498 -9 -9 -9 Don't Know 1 -7 Not Applicable 0 Sysmiss 1498 N of vehicles with GPS tracking 1 1498 -9 -9 -9 Don't Know 1 -7 Not Applicable 0 Sysmiss 1498 Regulations - hours uninterrupted driving 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Regulations - type of vehicles allowed 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Load optimization - in house 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Load optimization - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Load optimization - outsourced (another firm) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Transportation planning - handwritten info. 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Transportation planning - electronic file share 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Transportation planning - installed software 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Transportation planning - real time info. with ERP 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Transportation planning - Other 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Transportation planning - MOST used method 1 1498 1 1 -9 Don't know 0 1 Information collected by non-specialized workers to create load plans 1 2 Information collected by electronic file share (e.g. Email or FAX to create load plans) 0 3 Batch information collected by software installed ERP to create ERP generated load plans 0 4 Real time information by online software interface with ERP to create load plans 0 5 Other 0 Sysmiss 1498 Years using c9_1b3, c9_1b4 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Execute transp. load plans - in house 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Execute transp. load plans - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Execute transp. load plans - outsourced (another firm) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Loading - Manual process (fax, text, phone) 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Loading - Manual process (dig. platforms) 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Loading - web-based 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Loading - specific software interface via Internet 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Loading - file exchange (ERP integrated apps) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Loading - Other 1 1498 -9 -9 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1498 Loading - MOST used method 1 1498 4 4 -9 Don't know 0 1 Loading - Manual process (fax, text, phone) 0 2 Loading - Manual process (dig. platforms) 0 3 Loading - web-based 0 4 Loading - specific software interface via Internet 1 5 Loading - file exchange (ERP integrated apps) 0 6 Loading - Other 0 Sysmiss 1498 Years using c9_2b3, c9_2b4, c9_2b5 1 1498 5 5 -9 Don't Know 0 -7 Not Applicable 0 5 1 Sysmiss 1498 Monitor load/delivery - in house 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Monitor load/delivery - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Monitor load/delivery - outsourced (another firm) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Monitoring load/delivery - Event driven (fax, text, phone calls) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Monitoring load/delivery - Event driven (digital) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Monitoring load/delivery - Paper documentation 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Monitoring load/delivery - installed softwares 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Monitoring load/delivery - ERP integrated apps 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Monitoring load/delivery - Other 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Transportation monitoring - MOST used method 0 1499 -9 Don't know 0 1 Monitoring load/delivery - Event driven (fax, text, phone calls) 0 2 Monitoring load/delivery - Event driven (digital) 0 3 Monitoring load/delivery - Paper documentation 0 4 Monitoring load/delivery - installed softwares 0 5 Monitoring load/delivery - ERP integrated apps 0 6 Monitoring load/delivery - Other 0 Sysmiss 1499 Years using c9_3b3, c9_3b4, c9_3b5 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 1 Sysmiss 1498 Transport performance - in house 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Transport performance - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Transport performance - outsourced (another firm) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Transp. perf. - manually 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Transp. perf. - computer (non-specialized software) 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Transp. perf. - computer (specialised transp. reporting) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Transp. perf. - installed software 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Transp. perf. - file exchange between ERP integrated 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Transp. perf. - Other 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Transp. Perf. - MOST used method 1 1498 2 2 -9 Don't know 0 1 Transp. perf. - manually 0 2 Transp. perf. - computer (non-specialized software) 1 3 Transp. perf. - computer (specialised transp. reporting) 0 4 Transp. perf. - installed software 0 5 Transp. perf. - file exchange between ERP integrated 0 6 Transp. perf. - Other 0 Sysmiss 1498 Years using c9_4b3, c9_4b4, c9_4b5 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Fleet assets - in house 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Fleet assets - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Fleet assets - outsourced (another firm) 2 1497 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1497 Fleet management - manual 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Fleet management - electronic file 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Fleet management - ETM 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 0 Sysmiss 1498 Fleet management - ERP and software 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Fleet management - Other 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Fleet management - MOST used method 0 1499 -9 Don't know 0 1 Fleet management - manual 0 2 Fleet management - electronic file 0 3 Fleet management - ETM 0 4 Fleet management - ERP and software 0 5 Fleet management - Other 0 Sysmiss 1499 Years using c9_5b3, c9_5b4 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 2 1 Sysmiss 1498 Complexity of health treatment 3 1496 1 3 -9 Don't know 0 -7 Not applicable 0 1 Level 1: Primary Care 1 2 Level 2: Specialty Physician Care 1 3 Level 3: Acute Care General Hospital or Ambulatory Surgical Center 1 4 Level 4: Specialty Acute Care Hospital 0 5 Other 0 Sysmiss 1496 No. of patients per day 3 1496 60 400 -9 Don't Know 0 -7 Not Applicable 0 60 1 250 1 400 1 Sysmiss 1496 No. of patients night, per day 3 1496 0 160 -9 Don't Know 0 -7 Not Applicable 0 0 1 40 1 160 1 Sysmiss 1496 No. of full-time doctors 3 1496 6 50 -9 Don't Know 0 -7 Not Applicable 0 6 1 20 1 50 1 Sysmiss 1496 No. of full-time nurses 3 1496 10 135 -9 Don't Know 0 -7 Not Applicable 0 10 1 40 1 135 1 Sysmiss 1496 Hosp. facilities - ER 3 1496 0 1 -9 Don't Know 0 -7 Not Applicable 0 0 1 1 Yes 2 2 No 0 Sysmiss 1496 Hosp. facilities - ER no. 2 1497 2 12 -9 Don't Know 0 -7 Not Applicable 0 2 1 12 1 Sysmiss 1497 Hosp. facilities - Postoperative care area 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 1 Sysmiss 1496 Hosp. facilities - Postoperative care area no. 2 1497 10 40 -9 Don't Know 0 -7 Not Applicable 0 10 1 40 1 Sysmiss 1497 Hosp. facilities - ICU 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Hosp. facilities - ICU no. 1 1498 11 11 -9 Don't Know 0 -7 Not Applicable 0 11 1 Sysmiss 1498 Hosp. facilities - Blood Bank 3 1496 0 0 -9 Don't Know 0 -7 Not Applicable 0 0 3 1 Yes 0 2 No 0 Sysmiss 1496 Hosp. facilities - Blood Bank no. 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Hosp. facilities - Testing labs 3 1496 0 1 -9 Don't Know 0 -7 Not Applicable 0 0 1 1 Yes 2 2 No 0 Sysmiss 1496 Hosp. facilities - Testing labs no. 2 1497 120 200 -9 Don't Know 0 -7 Not Applicable 0 120 1 200 1 Sysmiss 1497 Hosp. facilities - X-ray 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Hosp. facilities - X-ray no. 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 2 3 Sysmiss 1496 Hosp. facilities - ultrasound machine 3 1496 0 1 -9 Don't Know 0 -7 Not Applicable 0 0 1 1 Yes 2 2 No 0 Sysmiss 1496 Hosp. facilities - ultrasound machine no. 2 1497 1 6 -9 Don't Know 0 -7 Not Applicable 0 1 1 6 1 Sysmiss 1497 Hosp. facilities - CT scan 3 1496 0 1 -9 Don't Know 0 -7 Not Applicable 0 0 2 1 Yes 1 2 No 0 Sysmiss 1496 Hosp.facilities - CT scan no. 1 1498 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 1 Sysmiss 1498 Hosp. facilities - MRI machine 3 1496 0 0 -9 Don't Know 0 -7 Not Applicable 0 0 3 1 Yes 0 2 No 0 Sysmiss 1496 Hosp. facilities - MRI machine no. 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Hosp. facilities - ultrasound machine 3 1496 0 1 -9 Don't know 0 0 1 1 Yes 2 2 No 0 Sysmiss 1496 Hospital facilities - Functioning ultrasound machine 2 1497 1 6 -9 Don't know 0 -7 Not applicable 0 1 1 6 1 Sysmiss 1497 Hosp. facilities - Pulse oximetry 3 1496 0 1 -9 Don't Know 0 -7 Not Applicable 0 0 1 1 Yes 2 2 No 0 Sysmiss 1496 Hosp. facilities - Pulse oximetry no. 2 1497 1 7 -9 Don't Know 0 -7 Not Applicable 0 1 1 7 1 Sysmiss 1497 Hosp. facilities - ECG 3 1496 0 1 -9 Don't Know 0 -7 Not Applicable 0 0 1 1 Yes 2 2 No 0 Sysmiss 1496 Hosp. facilities - ECG no. 2 1497 2 5 -9 Don't Know 0 -7 Not Applicable 0 2 1 5 1 Sysmiss 1497 Appt. - in house 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Appt. - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Appt. - outsourced (another firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Scheduling - Personal visit and paper 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Scheduling - Phone call, SMS, or Email 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Scheduling - Software or app (w/o automated reminders) 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Scheduling - Software or app (w automated reminders) 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Scheduling - Other 3 1496 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1496 Scheduling - MOST used method 3 1496 1 2 -9 Don't know 0 1 Scheduling - Personal visit and paper 2 2 Scheduling - Phone call, SMS, or Email 1 3 Scheduling - Software or app (w/o automated reminders) 0 4 Scheduling - Software or app (w automated reminders) 0 5 Scheduling - Other 0 Sysmiss 1496 Years using c10_2b3, c10_2b4 0 1499 -9 Don't Know 0 -7 Not Applicable 0 Sysmiss 1499 Patient records - in house 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Patient records - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Patient records - outsourced (another firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Patient records - Handwritten process 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Patient records - Digital patient records 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Patient records - EHR 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 1 2 No 2 Sysmiss 1496 Patient records - Cloud-based HER 3 1496 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 3 Sysmiss 1496 Patient records - Other 3 1496 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1496 Patient record - MOST used method 3 1496 1 3 -9 Don't know 0 1 Patient records - Handwritten process 2 2 Patient records - Digital patient records 0 3 Patient records - EHR 1 4 Patient records - Cloud-based HER 0 5 Patient records - Other 0 Sysmiss 1496 Years using c10_3b3, c10_3b4 1 1498 4 4 -9 Don't Know 0 -7 Not Applicable 0 4 1 Sysmiss 1498 Pharmacy - in house 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 1 Sysmiss 1496 Medication - Internal Pharmacy 2 1497 2 2 -9 Don't know 0 1 Med. mgt./admin. - Handwritten 0 2 Med. mgt./admin. - Barcode/electronic id 2 3 Med. mgt./admin. - Other 0 Sysmiss 1497 Medication - Order of medication 2 1497 2 2 -9 Don't know 0 -7 Not applicable 0 1 Manual order 0 2 Electronic order 2 Sysmiss 1497 Med. mgt./admin. - Handwritten 3 1496 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 2 2 No 1 Sysmiss 1496 Med. mgt./admin. - Barcode/electronic id 3 1496 1 1 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 0 Sysmiss 1496 Med. mgt./admin. - Other 3 1496 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 0 2 No 2 Sysmiss 1496 Years using c10_4c2 3 1496 1 5 -9 Don't Know 0 -7 Not Applicable 0 1 1 3 1 5 1 Sysmiss 1496 Sepsis treat. - antibiotics 3 1496 -7 1 -9 Don't know 0 -7 Not applicable 1 1 It is always available 2 2 It is NOT always available 0 3 It is NEVER available 0 Sysmiss 1496 Sepsis treat. - adv. therapies 3 1496 -7 1 -9 Don't know 0 -7 Not applicable 2 1 It is always available 1 2 It is NOT always available 0 3 It is NEVER available 0 Sysmiss 1496 Childbirth - C-section 3 1496 -7 1 -9 Don't know 0 -7 Not applicable 2 1 It is always available 1 2 It is NOT always available 0 3 It is NEVER available 0 Sysmiss 1496 Childbirth - High-risk labor 3 1496 -7 1 -9 Don't know 0 -7 Not applicable 2 1 It is always available 1 2 It is NOT always available 0 3 It is NEVER available 0 Sysmiss 1496 Trauma - Traction (closed fracture) 3 1496 -7 1 -9 Don't know 0 -7 Not applicable 1 1 It is always available 2 2 It is NOT always available 0 3 It is NEVER available 0 Sysmiss 1496 Trauma - Open Treatment of Fracture 3 1496 -7 1 -9 Don't know 0 -7 Not applicable 1 1 It is always available 2 2 It is NOT always available 0 3 It is NEVER available 0 Sysmiss 1496 Myocardial infarction/Strokes - defibrillation 3 1496 -7 1 -9 Don't know 0 -7 Not applicable 2 1 It is always available 1 2 It is NOT always available 0 3 It is NEVER available 0 Sysmiss 1496 Myocardial infarction/Strokes - angiography 3 1496 -7 1 -9 Don't know 0 -7 Not applicable 2 1 It is always available 1 2 It is NOT always available 0 3 It is NEVER available 0 Sysmiss 1496 Material - natural leather 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 20 2 No 95 Sysmiss 1384 Material - man-made leather 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 63 2 No 52 Sysmiss 1384 Material - textile 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 61 2 No 54 Sysmiss 1384 Material - synthetic + textile 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 50 2 No 65 Sysmiss 1384 Material - synthetic + textile + leather 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 30 2 No 85 Sysmiss 1384 Material - other 115 1384 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 87 2 No 27 Sysmiss 1384 Leather goods - basic 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 68 2 No 47 Sysmiss 1384 Leather goods - fashion 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 36 2 No 79 Sysmiss 1384 Leather goods - sports 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 32 2 No 83 Sysmiss 1384 Leather goods - shoes 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 6 2 No 109 Sysmiss 1384 Leather goods - other 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 47 2 No 68 Sysmiss 1384 Finishes - screen print 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 14 2 No 101 Sysmiss 1384 Finishes - embroidery 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 12 2 No 103 Sysmiss 1384 Finishes - seamless 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 30 2 No 85 Sysmiss 1384 Finishes - ink or wax 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 30 2 No 85 Sysmiss 1384 Finishes - waterproofing 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 31 2 No 84 Sysmiss 1384 Finishes - other 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 38 2 No 77 Sysmiss 1384 Provide files for design 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 82 2 No 33 Sysmiss 1384 Most common files 82 1417 1 6 -9 Don't know 0 1 Graded file of all sizes ready to cut 18 2 A prototype cutting file for grading 6 3 Hand drawing of the design 2 4 Computer drawing of the design 44 5 3D file of the design 5 6 Other 7 Sysmiss 1417 Design drawing - in house 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 35 2 No 80 Sysmiss 1384 Design drawing - outsourced (another unit - same firm) 5 1494 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 5 Sysmiss 1494 Design drawing - outsourced (another firm) 80 1419 -9 2 -9 Don't Know 1 -7 Not Applicable 6 1 Yes 6 2 No 67 Sysmiss 1419 Design - Manual 35 1464 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 21 2 No 14 Sysmiss 1464 Design - Digital or semi-digital 35 1464 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 23 2 No 12 Sysmiss 1464 Design - CAD, 3D, or virtual 35 1464 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 18 2 No 17 Sysmiss 1464 Design - Other 35 1464 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 9 2 No 26 Sysmiss 1464 Design - MOST used method 25 1474 1 4 -9 Don't know 0 1 Design - Manual 5 2 Design - Digital or semi-digital 12 3 Design - CAD, 3D, or virtual 7 4 Design - Other 1 Sysmiss 1474 Years using c11_1b2, c11_1b3 27 1472 -9 14 -9 Don't Know 1 -7 Not Applicable 0 1 7 2 1 3 4 4 4 5 4 8 2 10 2 13 1 14 1 Sysmiss 1472 Cutting - in-house 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 82 2 No 33 Sysmiss 1384 Cutting - outsourced (another unit - same firm) 0 1499 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 0 Sysmiss 1499 Cutting - outsourced (another firm) 34 1465 -7 2 -9 Don't Know 0 -7 Not Applicable 2 1 Yes 3 2 No 29 Sysmiss 1465 Cutting - Manual 82 1417 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 57 2 No 25 Sysmiss 1417 Cutting - Machine manually-operated 82 1417 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 69 2 No 13 Sysmiss 1417 Cutting - Semi-automatic machine 82 1417 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 47 2 No 35 Sysmiss 1417 Cutting - Automatic/Computerised (no Laser) 82 1417 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 13 2 No 69 Sysmiss 1417 Cutting - Automatic/Computerised (Laser) 82 1417 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 9 2 No 73 Sysmiss 1417 Cutting - Other 82 1417 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 5 2 No 76 Sysmiss 1417 Cutting - MOST used method 66 1433 1 4 -9 Don't know 0 1 Cutting - Manual 11 2 Cutting - Machine manually-operated 37 3 Cutting - Semi-automatic machine 14 4 Cutting - Automatic/Computerised (no Laser) 4 5 Cutting - Automatic/Computerised (Laser) 0 6 Cutting - Other 0 Sysmiss 1433 Years using c11_2b4, c11_2b5 16 1483 1 25 -9 Don't Know 0 -7 Not Applicable 0 1 1 2 1 3 5 4 2 7 1 12 2 13 1 15 1 20 1 25 1 Sysmiss 1483 Sewing - in-house 115 1384 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 76 2 No 39 Sysmiss 1384 Sewing - outsourced (another unit - same firm) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Sewing - outsourced (another firm) 39 1460 -9 2 -9 Don't Know 1 -7 Not Applicable 3 1 Yes 0 2 No 35 Sysmiss 1460 Sewing - Manually 76 1423 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 41 2 No 34 Sysmiss 1423 Sewing - Machine (manually) 76 1423 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 61 2 No 15 Sysmiss 1423 Sewing - Machine (semi-automated) 76 1423 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 43 2 No 33 Sysmiss 1423 Sewing - Machine (automated) 76 1423 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 18 2 No 58 Sysmiss 1423 Sewing - 3D Knitting 76 1423 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 76 Sysmiss 1423 Sewing - Other 76 1423 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 3 2 No 72 Sysmiss 1423 Sewing - MOST used method 57 1442 1 4 -9 Don't know 0 1 Sewing - Manually 3 2 Sewing - Machine (manually) 26 3 Sewing - Machine (semi-automated) 26 4 Sewing - Machine (automated) 2 5 Sewing - 3D Knitting 0 6 Sewing - Other 0 Sysmiss 1442 Years using c11_3b3, c11_3b4, c11_cb5 46 1453 -9 25 -9 Don't Know 3 -7 Not Applicable 0 1 5 2 6 3 5 4 5 5 4 6 3 8 1 9 1 10 2 12 3 13 1 14 1 15 2 20 2 21 1 25 1 Sysmiss 1453 Assembly/Finishing - in-house 115 1384 -7 2 -9 Don't Know 0 -7 Not Applicable 1 1 Yes 73 2 No 41 Sysmiss 1384 Assembly/Finishing - outsourced (another unit - same firm) 1 1498 2 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 0 2 No 1 Sysmiss 1498 Assembly/Finishing - outsourced (another firm) 41 1458 -9 2 -9 Don't Know 1 -7 Not Applicable 1 1 Yes 1 2 No 38 Sysmiss 1458 Assembly/Finishing - manual 74 1425 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 52 2 No 20 Sysmiss 1425 Assembly/Finishing - conveyor/assembly (static/semi-automated) 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 36 2 No 37 Sysmiss 1426 Assembly/Finishing - conveyor/assembly (dynamic/automated) 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 18 2 No 55 Sysmiss 1426 Assembly/Finishing - injection machine 73 1426 -9 2 -9 Don't Know 1 -7 Not Applicable 0 1 Yes 7 2 No 65 Sysmiss 1426 Assembly/Finishing - 3D printing 73 1426 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 3 2 No 70 Sysmiss 1426 Assembly/Finishing - Other 73 1426 -9 2 -9 Don't Know 2 -7 Not Applicable 0 1 Yes 3 2 No 68 Sysmiss 1426 Assembly/Finishing - MOST used method 31 1468 1 3 -9 Don't know 0 1 Assembly/Finishing - manual 10 2 Assembly/Finishing - conveyor/assembly (static/semi-automated) 15 3 Assembly/Finishing - conveyor/assembly (dynamic/automated) 6 4 Assembly/Finishing - injection machine 0 5 Assembly/Finishing - 3D printing 0 6 Assembly/Finishing - Other 0 Sysmiss 1468 Years using c11_4b3, c11_4b4, c11_4b5 20 1479 -9 20 -9 Don't Know 3 -7 Not Applicable 0 1 1 2 1 3 3 4 2 5 1 9 1 10 1 12 3 14 1 15 1 20 2 Sysmiss 1479 Purchase/Lease - Equip. or Mach. 1499 0 -9 4 -9 Don't know 6 1 Yes, new 771 2 Yes, second hand 70 3 Yes, both (new and second hand) 242 4 No 410 Purchase or Lease - Software License 1499 0 -9 2 -9 Don't Know 5 -7 Not Applicable 0 1 Yes 591 2 No 903 Dev., Custom. or Modif. of Machine or Software 1499 0 -9 2 -9 Don't Know 10 -7 Not Applicable 0 1 Yes 311 2 No 1178 Partnership - Development 311 1188 1 2 -9 Don't Know 0 -7 Not Applicable 0 1 Yes 192 2 No 119 Sysmiss 1188 Most contributing partner - Software/Machine Dev 192 1307 -9 3 -9 Don't know 1 1 Academic or research organization 4 2 Other enterprises 163 3 Both 24 Sysmiss 1307 Most used info. source for decision making 1499 0 -9 8 -9 Don't know 42 1 Oth. firms in the sector 621 2 Oth. firms in the locality, but diff. sector 71 3 Suppliers or buyers 517 4 Industrial or trade assoc. 14 5 Public tech. extension services 23 6 Private consultants 55 7 Fairs, events, and missions 17 8 Other 139 Firm with >= 50 employees in around 50 kms 1499 0 -9 2 -9 Don't Know 62 -7 Not Applicable 0 1 Yes 987 2 No 450 Business Relationship - >= 50 emp. and around 50 kms 1499 0 -9 2 -9 Don't Know 20 -7 Not Applicable 0 1 Yes 890 2 No 589 Business Relationship - Multinational firm 1499 0 -9 2 -9 Don't Know 25 -7 Not Applicable 0 1 Yes 271 2 No 1203 CEO Experience - Large firm in same sector/multinational firm 1499 0 -9 2 -9 Don't Know 34 -7 Not Applicable 0 1 Yes 318 2 No 1147 Loan - mach., equip or licensing 1499 0 -9 2 -9 Don't Know 6 -7 Not Applicable 0 1 Yes 432 2 No 1061 Interest rate on loan 432 1067 -9 17 -9 Don't Know 12 -7 Not Applicable 0 0 6 1 19 2 2 3 4 4 4 5 10 6 23 7 46 8 84 9 84 10 51 11 55 12 25 13 2 15 4 17 1 Sysmiss 1067 No. - needed to borrow but not get it 1499 0 -9 20 -9 Don't Know 96 -7 Not Applicable 0 0 1255 1 60 2 46 3 27 4 3 5 11 20 1 Formal Incentives - Money, gift, or recognition 1499 0 -9 2 -9 Don't Know 3 -7 Not Applicable 0 1 Yes 1189 2 No 307 No. KPIs monitored 1499 0 1 4 -9 Don't know 0 1 1-2 key performance indicators 592 2 3-9 key performance indicators 591 3 10 or more key performance indicators 71 4 No key performance indicators 245 Frequency monitoring the KPIs 1254 245 1 7 -9 Don't know 0 1 Yearly 272 2 Quarterly 311 3 Monthly 484 4 Weekly 77 5 Daily 99 6 Hourly or more frequently 4 7 Never 7 Sysmiss 245 Time frame - production targets 1499 0 1 4 -9 Don't know 0 1 Short-term (< 1 yr) prod. targets 806 2 Long-term (>=1 yr) prod. targets 111 3 Comb. of short and long-term prod. targets 506 4 No prod. targets 76 Hired engineers, computer programmers, or eq. 1499 0 -9 3 -9 Don't know 7 1 Yes, hired 603 2 Yes, tried but not hired 36 3 No 853 Challenge to hiring engineers, computer programmers, or equivalent 639 860 -9 4 -9 Don't know 8 1 No challenges 237 2 Lack of available prof. 68 3 Lack of available high-skill prof. 180 4 High salaries required 146 Sysmiss 860 Used external consultants or organisations 1499 0 -9 2 -9 Don't Know 13 -7 Not Applicable 0 1 Yes 214 2 No 1272 Main source of external consultants or organisations 214 1285 -9 6 -9 Don't know 2 1 Universities 17 2 Government agency 5 3 Other local companies 86 4 Foreign company 57 5 Business associations 17 6 Other sources 30 Sysmiss 1285 Why not consultants or organisations 1272 227 -9 5 -9 Don't know 6 1 DK. any consultant or organization 49 2 Lack of trust in the service quality 16 3 Too costly or not convinced of the economic benefit 146 4 There was no need 1041 5 Other 14 Sysmiss 227 Adjustment of labour during technological changes 1499 0 -9 4 -9 Don't know 37 0 No changes to N of workers 851 1 Same workers & some special. training 410 2 Fired some workers & did not replace them 24 3 Hire more workers with same skills 129 4 Hire more workers with more special. skills 48 5 Other sources 0 Did export? 1499 0 -9 3 -9 Don't know 8 1 Exported directly 306 2 Exported through trading firms 64 3 Did not export 1121 Direct Exports (% of sales) 306 1193 -9 100 -9 Don't Know 1 -7 Not Applicable 0 0 4 1 9 2 6 3 4 5 8 6 1 7 5 8 3 9 1 10 9 12 2 13 3 14 1 15 4 20 17 21 1 22 1 24 1 25 5 30 10 34 1 35 1 38 1 40 3 45 1 50 5 54 2 56 1 60 7 65 2 67 1 70 6 72 1 73 2 74 1 78 1 80 18 81 1 82 1 85 3 86 3 87 1 90 17 91 1 95 8 96 5 97 1 98 5 99 7 100 103 Sysmiss 1193 Imported inputs, machines or equipment? 1499 0 -9 2 -9 Don't Know 8 -7 Not Applicable 0 1 Yes 417 2 No 1074 Avg. final price paid (base = 100) 417 1082 -9 350 -9 Don't Know 34 -7 Not Applicable 0 100 11 101 3 102 7 103 5 104 1 105 27 106 15 107 5 108 13 109 1 110 50 111 4 112 10 113 4 114 3 115 53 116 3 117 5 118 6 119 1 120 59 121 3 122 2 123 1 124 1 125 26 128 3 130 17 134 2 135 8 136 1 137 1 138 2 140 10 145 1 146 1 147 1 150 8 160 1 163 1 170 1 180 1 185 1 235 1 250 1 300 1 350 1 Sysmiss 1082 Number of days from entry to customs 417 1082 -9 70 -9 Don't Know 21 -7 Not Applicable 0 1 7 2 37 3 42 4 17 5 50 6 10 7 66 8 4 10 47 11 1 12 8 13 1 14 21 15 44 20 13 25 5 27 1 30 17 38 1 45 1 60 2 70 1 Sysmiss 1082 Awareness - govt. support program/subsidy for tech. adoption 1499 0 -9 2 -9 Don't Know 46 -7 Not Applicable 0 1 Yes 187 2 No 1266 Benefitted from any govt. program/subsidy 1499 0 -9 2 -9 Don't Know 26 -7 Not Applicable 0 1 Yes 98 2 No 1375 Which kind of govt program/subsidy benefitted from 98 1401 1 6 1 Information 15 2 Technical assistance 5 3 Tax incentive 31 4 Grant 15 5 Loan 27 6 Other 5 Sysmiss 1401 No. of permanent workers, full-time (ref_year1) 1499 0 1 20750 No. of permanent workers, part-time (ref_year1) 1499 0 -9 2097 -9 Don't Know 2 -7 Not Applicable 0 0 1254 1 33 2 31 3 19 4 20 5 18 6 12 7 9 8 7 9 1 10 11 11 3 12 3 13 1 14 2 15 4 16 3 17 1 18 4 19 1 20 5 22 1 23 3 24 1 25 2 26 1 27 2 28 1 34 2 35 1 38 2 39 1 40 1 42 1 45 1 50 2 55 2 56 1 59 1 60 2 64 1 67 1 70 1 76 1 79 1 80 1 82 1 93 1 98 1 105 1 112 1 126 1 170 1 200 1 206 1 214 1 227 1 238 1 258 1 275 1 288 1 300 1 304 1 430 1 569 1 900 1 2097 1 No. of temporary or seasonal workers, full-time (ref_year1) 1499 0 -9 2808 -9 Don't Know 6 -7 Not Applicable 0 0 1379 1 5 2 10 3 12 4 6 5 10 6 5 7 2 8 4 9 2 10 8 11 2 12 4 15 4 16 4 17 2 18 1 20 5 22 1 23 1 24 1 30 2 33 1 34 1 35 1 40 2 45 1 50 1 55 1 57 1 64 2 72 1 75 1 93 1 98 1 100 1 110 1 120 1 176 1 277 1 300 1 1401 1 2808 1 No. of temporary or seasonal workers, part-time (ref_year1) 1499 0 -9 275 -9 Don't Know 9 -7 Not Applicable 0 0 1429 1 4 2 9 3 7 4 4 5 5 7 3 10 4 11 2 12 1 13 2 14 2 15 1 19 1 21 1 25 2 30 2 31 1 59 1 60 1 62 1 72 1 94 2 121 1 150 1 200 1 275 1 Average length of temporary or seasonal workers (ref_year1) 222 1277 -9 12 -9 Don't Know 3 -7 Not Applicable 0 0 5 1 27 2 26 3 60 4 16 5 20 6 27 7 3 8 8 9 4 10 8 11 2 12 13 Sysmiss 1277 Total share of female workers (ref_year1) 1499 0 -9 100 No. of permanent workers, full-time (ref_year2) 1499 0 -9 21979 No. of permanent workers, part-time (ref_year2) 1355 144 -9 1570 -9 Don't Know 8 -7 Not Applicable 1 0 1175 1 21 2 23 3 15 4 12 5 17 6 6 7 2 8 6 9 4 10 5 11 3 12 2 13 1 15 2 16 2 18 4 19 1 20 7 21 1 22 2 26 1 27 1 30 3 31 1 32 1 39 1 40 1 42 1 46 1 50 2 51 1 68 1 69 1 77 1 80 1 87 2 150 1 156 1 160 2 166 1 170 1 185 1 202 1 285 2 350 1 358 1 379 1 500 1 1570 1 Sysmiss 144 No. of temporary or seasonal workers, full-time (ref_year2) 1355 144 -9 1673 -9 Don't Know 9 -7 Not Applicable 2 0 1212 1 2 2 13 3 10 4 9 5 12 6 3 7 1 8 1 9 2 10 6 12 5 13 2 15 3 16 3 17 2 18 4 19 1 20 6 21 3 22 1 26 1 27 1 28 2 29 1 30 4 31 1 32 1 35 3 37 1 38 1 40 3 44 1 49 1 52 1 55 1 60 1 70 2 73 1 80 1 81 1 90 1 94 1 96 1 98 1 125 1 130 1 140 1 200 1 218 1 282 1 296 1 372 1 600 1 1673 1 Sysmiss 144 No. of temporary or seasonal workers, part-time (ref_year2) 1355 144 -9 250 -9 Don't Know 12 -7 Not Applicable 2 0 1282 1 4 2 8 3 8 4 4 5 7 6 1 7 1 8 3 12 1 14 2 15 3 20 2 21 1 25 1 27 2 35 1 39 1 40 1 46 1 60 1 70 2 110 1 180 1 200 1 250 1 Sysmiss 144 Average length of temporary or seasonal workers (ref_year2) 1499 0 -9 12 -9 Don't Know 2 -7 Not Applicable 0 0 1304 1 21 2 24 3 57 4 23 5 13 6 27 7 2 8 6 9 5 10 3 11 2 12 10 Total share of female workers by the end of the year (ref_year2)? 1499 0 -9 100 No. of CEOs and Managers (ref_year1) 1499 0 -9 1202 -9 Don't Know 4 -7 Not Applicable 0 0 7 1 865 2 252 3 139 4 53 5 44 6 22 7 14 8 9 9 7 10 16 11 5 12 8 13 6 14 3 15 8 16 4 17 3 18 2 20 7 21 1 22 3 25 1 26 2 29 1 30 1 31 1 35 1 40 2 41 1 42 1 45 1 60 1 86 1 308 1 392 1 1202 1 No. of Professionals (ref_year1) 1499 0 -9 427 -9 Don't Know 11 -7 Not Applicable 0 0 1062 1 136 2 86 3 41 4 24 5 31 6 13 7 7 8 9 9 6 10 9 11 1 12 3 13 3 14 1 15 6 18 1 19 2 20 9 22 2 25 1 26 1 28 1 29 1 30 2 32 1 34 1 35 4 38 1 40 3 46 1 50 3 64 1 81 1 87 1 90 1 95 1 97 1 98 1 100 3 120 1 130 1 150 1 205 1 276 1 427 1 No. of Technicians (ref_year1) 1499 0 -9 541 -9 Don't Know 9 -7 Not Applicable 0 0 582 1 315 2 182 3 89 4 40 5 46 6 40 7 26 8 17 9 5 10 30 11 7 12 11 14 3 15 16 16 4 17 1 19 3 20 18 21 1 22 1 24 2 27 1 28 1 29 2 30 5 31 1 32 1 33 1 35 4 37 1 40 1 42 1 45 2 50 4 52 1 55 4 57 1 58 1 60 1 65 1 69 1 70 1 77 1 84 1 85 1 100 2 111 1 135 1 146 1 150 1 155 2 185 1 220 1 270 1 541 1 No. of Clerical support workers (ref_year1) 1499 0 -9 2100 -9 Don't Know 9 -7 Not Applicable 0 0 101 1 462 2 304 3 144 4 73 5 71 6 38 7 30 8 24 9 16 10 31 11 8 12 19 13 4 14 7 15 14 16 3 17 5 18 8 19 1 20 19 21 1 22 8 23 2 25 6 27 2 28 3 29 1 30 14 31 1 32 3 34 1 35 1 36 2 38 1 39 2 40 7 42 2 43 1 44 1 45 1 46 1 48 2 50 3 53 1 56 1 60 1 63 1 65 3 68 1 70 3 72 1 79 2 80 1 83 1 87 2 105 1 109 1 110 3 111 1 115 3 119 1 120 1 122 2 124 1 127 1 145 1 150 1 247 1 270 1 290 1 308 1 350 1 920 1 2100 1 No. of Production workers (ref_year1) 1499 0 -9 17920 No. of Service or sales workers (ref_year1) 1499 0 -9 594 -9 Don't Know 13 -7 Not Applicable 0 0 575 1 225 2 160 3 89 4 61 5 52 6 42 7 24 8 19 9 18 10 29 11 11 12 15 13 6 14 10 15 12 16 6 17 7 18 7 19 5 20 14 21 1 22 2 23 1 24 1 25 11 26 3 27 1 28 1 29 1 30 2 32 2 33 1 34 1 35 2 36 1 38 1 39 1 40 4 41 2 42 1 43 1 44 1 45 2 46 1 48 1 51 1 52 2 53 2 55 1 57 1 58 1 60 3 62 3 63 1 67 1 68 1 69 1 70 1 71 1 75 1 80 1 90 1 92 1 95 1 100 2 102 2 104 1 109 1 110 1 111 1 113 1 116 1 119 1 131 1 139 1 146 1 147 1 156 1 159 1 185 1 191 1 193 1 204 1 207 1 211 1 241 1 372 1 501 1 521 1 594 1 No. of CEOs and Managers (ref_year2) 1355 144 -9 1606 -9 Don't Know 6 -7 Not Applicable 2 0 39 1 747 2 239 3 115 4 50 5 49 6 19 7 6 8 7 9 4 10 15 11 3 12 5 13 5 14 6 15 6 16 2 17 3 18 2 19 2 20 6 22 2 23 2 26 1 27 2 29 1 35 1 40 2 41 1 44 1 75 1 301 1 327 1 1606 1 Sysmiss 144 No. of Professionals (ref_year2) 1355 144 -9 420 -9 Don't Know 16 -7 Not Applicable 2 0 970 1 109 2 72 3 43 4 25 5 25 6 8 7 10 8 8 9 4 10 9 11 2 12 1 13 2 14 2 15 1 16 2 17 1 18 3 20 10 26 1 28 1 29 1 30 3 32 1 33 1 35 1 38 2 42 1 50 2 52 1 64 1 70 1 82 1 87 1 90 2 96 1 100 1 115 1 124 1 133 1 145 1 210 1 281 1 420 1 Sysmiss 144 No. of Technicians (ref_year2) 1355 144 -9 245 -9 Don't Know 11 -7 Not Applicable 2 0 547 1 267 2 146 3 93 4 46 5 42 6 21 7 24 8 13 9 6 10 29 11 8 12 9 13 3 14 1 15 17 16 3 17 2 18 5 19 3 20 9 21 2 23 1 25 6 26 1 27 2 28 2 29 1 30 1 31 1 32 1 35 3 37 1 40 1 41 1 42 1 50 5 51 1 54 1 60 2 61 1 65 1 78 1 79 1 100 1 105 1 107 1 108 1 123 1 128 1 129 1 179 1 190 1 245 1 Sysmiss 144 No. of Clerical support workers (ref_year2) 1355 144 -9 1622 -9 Don't Know 12 -7 Not Applicable 2 0 134 1 394 2 257 3 122 4 66 5 63 6 29 7 24 8 26 9 12 10 35 11 10 12 17 13 4 14 7 15 14 16 4 17 5 18 8 19 3 20 17 21 2 22 4 23 2 24 1 25 5 26 1 28 2 29 1 30 9 31 3 32 2 33 1 34 2 35 3 36 1 38 2 40 2 41 1 43 1 45 1 46 1 47 2 49 1 50 2 52 1 53 2 55 2 57 1 65 1 68 1 69 1 70 1 72 1 73 1 77 1 79 1 80 2 85 1 88 1 90 1 107 2 110 3 129 1 130 1 134 1 145 1 157 1 160 1 210 1 235 1 246 1 310 1 337 1 350 1 705 1 1622 1 Sysmiss 144 No. of Production workers (ref_year2) 1499 0 -9 19085 No. of Service or sales workers (ref_year2) 1499 0 -9 585 -9 Don't Know 15 -7 Not Applicable 2 0 686 1 184 2 152 3 74 4 58 5 52 6 31 7 22 8 30 9 16 10 21 11 4 12 12 13 7 14 5 15 6 16 8 17 5 18 7 20 6 21 4 22 2 23 2 24 2 25 6 26 2 27 1 28 3 29 3 30 7 31 1 32 1 35 2 36 1 38 4 40 2 41 1 43 1 45 1 47 1 48 2 49 1 50 3 52 1 54 1 55 1 59 2 60 1 61 1 68 1 69 1 70 1 71 1 73 2 74 1 75 1 84 3 86 1 89 2 90 1 93 1 95 2 96 1 106 1 108 1 114 1 138 1 140 1 161 1 169 1 170 1 179 1 181 2 235 1 243 1 264 1 444 1 520 1 585 1 % of workers - completed primary education 1499 0 -9 100 -9 Don't Know 8 -7 Not Applicable 0 0 695 1 5 2 11 3 8 4 9 5 22 6 3 7 9 8 16 9 8 10 73 11 8 12 8 13 8 14 11 15 17 16 9 17 10 18 5 19 5 20 88 21 4 22 9 23 3 24 4 25 25 26 5 27 9 28 12 29 11 30 46 31 4 32 5 33 14 34 5 35 3 36 7 37 4 38 7 39 5 40 43 41 3 42 8 43 8 44 4 45 12 46 3 47 1 48 2 49 1 50 30 51 2 52 1 53 2 54 2 55 4 56 2 57 5 58 5 60 20 61 1 62 3 63 5 64 5 65 1 66 4 67 3 68 1 69 2 70 7 71 1 72 1 73 1 74 4 75 1 76 2 78 1 79 3 80 19 82 1 84 1 85 5 86 3 88 2 89 1 90 7 94 1 96 1 97 1 100 35 % of workers - completed secondary education 1499 0 -9 100 -9 Don't Know 6 -7 Not Applicable 0 0 270 1 5 2 10 3 8 4 7 5 17 6 8 7 7 8 10 9 5 10 49 11 11 12 11 13 9 14 7 15 12 16 5 17 4 18 8 19 10 20 90 21 5 22 8 23 7 24 7 25 36 26 6 27 8 28 10 29 7 30 77 31 10 32 7 33 21 34 11 35 15 36 6 37 10 38 10 39 3 40 86 41 3 42 7 43 10 44 4 45 20 46 8 47 6 48 9 49 3 50 72 51 10 52 12 53 8 54 6 55 20 56 6 57 6 58 9 59 6 60 69 61 4 62 14 63 9 64 7 65 14 66 4 67 17 68 11 69 7 70 34 71 9 72 7 73 1 74 2 75 19 76 3 77 4 78 5 79 1 80 27 81 3 82 2 83 6 84 3 85 4 86 5 87 4 88 3 89 3 90 4 91 1 92 2 93 5 94 4 95 4 98 1 100 33 % of workers - vocational training 1499 0 -9 100 -9 Don't Know 2 -7 Not Applicable 0 0 419 1 15 2 25 3 28 4 25 5 53 6 27 7 24 8 28 9 10 10 111 11 23 12 21 13 29 14 23 15 45 16 16 17 15 18 16 19 7 20 117 21 6 22 9 23 1 24 6 25 33 26 2 27 7 28 9 29 9 30 52 31 4 32 6 33 14 34 2 35 9 36 7 37 4 38 7 39 1 40 31 41 1 42 3 43 9 44 3 45 6 46 2 47 2 48 2 49 3 50 37 51 1 52 1 53 2 54 3 55 10 56 1 57 2 58 3 60 28 62 3 63 5 64 6 65 6 66 4 67 4 69 1 70 14 71 2 75 1 77 1 80 9 82 1 84 2 85 4 86 1 87 1 88 2 90 5 91 1 92 1 94 2 96 1 98 1 100 4 % of workers - completed college degree or more 1499 0 -9 100 -9 Don't Know 1 -7 Not Applicable 0 0 68 1 10 2 27 3 27 4 23 5 58 6 26 7 25 8 21 9 16 10 110 11 20 12 30 13 22 14 22 15 32 16 15 17 33 18 15 19 6 20 153 21 12 22 17 23 11 24 14 25 48 26 10 27 13 28 9 29 11 30 75 31 4 32 8 33 26 34 11 35 13 36 6 37 8 38 12 39 6 40 68 41 3 42 8 43 7 44 6 45 9 46 5 47 5 48 4 49 2 50 50 51 1 52 3 53 3 54 1 55 8 56 1 57 10 58 1 59 3 60 38 61 4 62 3 63 2 64 3 65 4 66 2 67 7 68 1 70 21 71 1 73 1 74 1 75 9 76 2 77 1 78 1 79 1 80 19 81 2 83 1 84 1 85 4 86 4 87 3 88 2 89 2 90 5 91 1 92 1 95 2 96 1 97 1 100 76 No. of workers - engineering or applied science 1499 0 -9 750 -9 Don't Know 19 -7 Not Applicable 0 0 994 1 107 2 93 3 41 4 26 5 42 6 23 7 12 8 13 9 8 10 18 11 6 12 8 13 5 14 2 15 7 16 3 17 4 18 4 19 2 20 7 21 1 22 1 23 2 24 1 25 3 26 1 28 2 30 2 32 1 35 1 38 1 40 2 42 1 49 1 50 2 52 2 55 2 58 1 60 2 62 1 63 1 65 2 85 1 87 1 95 1 100 1 102 1 104 1 105 1 106 1 119 1 120 1 135 1 146 1 200 2 237 1 250 2 300 2 320 1 520 1 750 1 No. of workers - MBA, Masters or Doctoral degree 1499 0 -9 95 -9 Don't Know 28 -7 Not Applicable 0 0 1273 1 97 2 33 3 23 4 9 5 9 6 2 7 3 8 4 10 8 12 2 14 1 15 3 17 1 32 1 44 1 95 1 Workers dedicated to R&D activities? 1499 0 -9 2 -9 Don't Know 19 -7 Not Applicable 0 1 Yes 123 2 No 1357 No. of workers dedicated to R&D activities? 123 1376 0 95 -9 Don't Know 0 -7 Not Applicable 0 0 7 1 40 2 18 3 8 4 6 5 12 6 4 7 3 8 2 10 9 14 1 15 2 20 2 22 2 25 2 30 3 35 1 95 1 Sysmiss 1376 Total sales (ref_year1) 1499 0 0 21449000 Total sales (ref_year2) 1355 144 0 18439000 Total labor cost (ref_year1) 1499 0 -9 1747865 Total material cost (ref_year1) 1499 0 -9 17940631 Total energy cost (ref_year1) 1499 0 -9 99386 Operation cost (ref_year1) 1499 0 -9 19637584 Equipment cost (ref_year1) 1499 0 -9 3152800 Building cost (ref_year1) 1499 0 -9 8500000 Salaries - CEOs and Managers (ref_year1) 1488 11 -9 30000 Salaries - Professionals (ref_year1) 426 1073 -9 18000 -9 Don't Know 3 -7 Not Applicable 0 0 4 1 2 2 1 3 2 4 7 5 21 6 29 7 23 8 41 9 28 10 35 11 8 12 34 13 9 14 9 15 40 16 3 17 4 18 6 19 2 20 19 22 1 24 1 25 22 27 1 29 1 30 16 32 1 33 1 35 5 38 1 39 1 40 8 41 1 42 1 45 2 46 1 50 3 52 1 55 1 56 1 65 1 70 1 77 1 80 3 100 1 120 1 130 1 144 1 150 2 170 1 180 2 200 1 216 1 240 1 250 1 280 1 320 1 960 1 3100 1 4000 1 10000 1 18000 1 Sysmiss 1073 Salaries - Technicians (ref_year1) 908 591 -9 16000 -9 Don't Know 5 -7 Not Applicable 0 0 11 1 5 2 6 3 10 4 24 5 66 6 91 7 112 8 132 9 64 10 103 11 22 12 64 13 12 14 7 15 58 16 9 17 5 18 17 19 1 20 22 22 3 25 14 26 1 30 7 35 1 40 1 45 2 46 1 55 1 60 3 65 1 80 1 82 1 84 1 108 2 115 1 120 2 135 1 140 1 144 2 150 1 180 3 216 1 220 2 290 1 432 1 450 1 1800 1 4500 1 8500 1 10000 1 16000 1 Sysmiss 591 Salaries - Clerical support workers (ref_year1) 1389 110 -9 8000 -9 Don't Know 6 -7 Not Applicable 0 0 4 1 12 2 21 3 52 4 123 5 214 6 219 7 226 8 192 9 64 10 96 11 10 12 37 13 11 14 6 15 26 16 1 17 2 18 4 20 10 22 1 25 2 36 1 42 1 50 1 60 2 66 1 70 1 72 2 75 1 80 1 90 2 92 1 95 1 96 6 98 2 100 1 107 1 110 1 120 3 150 1 160 1 168 1 180 1 234 1 240 1 252 1 300 1 320 1 1000 1 4400 1 5000 2 6000 2 7000 1 7800 1 8000 4 Sysmiss 110 Salaries - Production workers (ref_year1) 1132 367 -9 7000 -9 Don't Know 4 -7 Not Applicable 0 0 3 1 4 2 19 3 46 4 136 5 235 6 207 7 171 8 147 9 63 10 32 11 6 12 15 13 7 14 1 15 4 20 1 40 1 72 1 78 1 83 1 84 5 86 1 90 1 95 1 96 1 97 2 200 1 440 1 465 1 470 1 572 1 680 1 1140 1 4000 1 4350 1 5500 1 6000 3 6500 1 7000 2 Sysmiss 367 Salaries - Service or sales workers (ref_year1) 907 592 0 15000 -9 Don't Know 0 -7 Not Applicable 0 0 5 1 9 2 10 3 38 4 79 5 159 6 135 7 147 8 126 9 39 10 56 11 9 12 23 13 2 14 3 15 12 16 6 17 1 18 4 20 5 21 1 22 1 25 3 26 1 48 1 55 1 60 2 64 2 72 1 84 1 85 2 90 1 96 2 98 1 101 1 108 1 135 1 150 1 180 1 210 1 216 1 280 1 360 1 400 1 840 1 2700 1 4400 1 7000 3 10000 2 15000 1 Sysmiss 592 Main product - % share in total sales 1499 0 -9 100 -9 Don't Know 20 -7 Not Applicable 0 0 8 4 2 5 1 6 1 7 1 10 3 11 1 15 2 19 1 20 2 22 1 25 2 30 8 31 1 32 1 33 2 34 1 36 1 37 1 39 1 40 6 43 1 45 5 46 1 47 2 48 1 49 1 50 10 51 3 52 4 54 3 55 6 56 2 57 1 58 2 60 18 61 1 62 7 64 1 65 7 67 1 68 3 70 34 71 1 72 3 73 1 74 2 75 17 76 2 77 1 78 7 79 1 80 61 81 2 82 6 83 5 84 2 85 27 86 6 87 7 88 5 89 4 90 54 91 3 92 9 93 6 94 8 95 44 96 15 97 11 98 29 99 14 100 965 Main product - average markup 1499 0 -76 130 -76 1 -65 1 -60 2 -56 1 -55 1 -49 1 -34 1 -32 1 -30 2 -26 2 -25 1 -24 1 -23 1 -20 1 -19 1 -17 1 -13 1 -12 1 -11 2 -10 2 -9 Don't Know 55 -8 3 -7 Not Applicable 4 -4 3 -3 6 -2 5 -1 6 0 62 1 121 2 105 3 107 4 54 5 134 6 82 7 64 8 60 9 54 10 110 11 32 12 50 13 12 14 11 15 59 16 9 17 11 18 10 19 4 20 62 21 5 22 6 23 2 24 7 25 30 26 4 28 6 29 2 30 19 31 1 32 1 33 3 34 1 35 2 36 1 38 1 40 11 42 1 45 3 46 1 47 1 50 3 53 1 60 8 65 1 67 1 70 1 75 3 80 1 90 2 91 1 93 1 95 2 96 1 97 1 98 3 100 8 101 2 104 1 105 4 106 4 107 2 108 2 110 5 113 1 115 3 118 1 120 4 125 1 126 1 130 2 1499 0 1499 0 1100001 1101499 1499 0 1 102 1 1. Agriculture (All) 110 3 3. Food Processing 120 4 4. Wearing Apparel 120 5 5. Moto Vehicle 90 6 6. Pharmaceutical 84 7 7. Wholesale and Retail 288 8 8. Finance 0 9 9. Land Transportation 0 10 10. Health 0 11 11. Leather and Footwear 115 12 12. Accomodation 0 13 13. Bricks 0 14 14. Iron and Steel 0 15 15. Cement 0 101 101. Other Manufacturing 277 102 102. Other Services 295 Sampling Group - Revised 1499 0 1 3 1499 0 1 8 Sampling Weight 1499 0 1 861.6500244140625 Survey Year 1499 0 Reference Year 1 1499 0 Reference Year 2 1499 0 1st obstacle to adopt technology 1499 0 2nd obstacle to adopt technology 1499 0 3rd obstacle to adopt technology 1499 0 1st reason for the acquisition of technology 1499 0 2nd reason for the acquisition of technology 1499 0 3rd reason for the acquisition of technology 1499 0 Sampling sector 1499 0 Sampling size 1499 0 Sampling location 1499 0