MWI_2010_IHS-III_v01_M_v01_A_ML DDI_MWI_2010_IHS-III_v01_M_v01_A_ML Development Economics Data Group 2018-06-05 Nesstar Publisher Version 01 (June 2018): The survey that was used in the Machine Learning Comparative Assessment Project is available in the Microdata Library (http://microdata.worldbank.org/index.php/catalog/1003). Integrated Household Living Conditions Survey 2010-2011 ; Subset for Machine Learning Comparative Assessment Project IHS-III 2010-11 (Subset) MWI_2010_IHS-III_v01_M_v01_A_ML National Statistical Office (NSO) Development Economics Data Group Nesstar Publisher Living Standards Measurement Study [hh/lsms] Malawi National Sample survey data [ssd] National Statistical Office Face-to-face [f2f] 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. MWI_2010_household.NSDstat Household level data 12271 347 Nesstar 200801 MWI_2010_individual.NSDstat Individual level data 56218 44 Nesstar 200801 MWI_2010_community.NSDstat Commmunity level data 768 16 Nesstar 200801 MWI_2010_expenditure.NSDstat Household level consumption data by 12 categories 12271 18 Nesstar 200801 Household ID in source dataset 12271 0 Household weighting coefficient 12271 0 6.62 1938.614 Population weighting coefficient 12271 0 11.242 17447.527 Household size 12271 0 1 866 2 1243 3 2070 4 2174 5 2005 6 1619 7 1076 8 629 9 309 10 140 11 65 12 56 13 8 14 2 15 3 16 2 17 2 18 1 19 1 Poverty status 12271 0 0 Non-poor 6733 1 Poor 5538 Do you own or are you purchasing this house, is it provided to you by an employe 12271 0 1 Owned 9773 2 Being purchased 23 3 Employer provides 363 4 Free, authorised 604 5 Free, not authorised 15 6 Rented 1493 What general type of construction materials are used for the dwelling? 12271 0 1 Permanent 3616 2 Semi-Permanent 3124 3 Traditional 5531 The outer walls of the main dwelling of the household are predominantly made of 12271 0 1 Grass 65 2 Mud 801 3 Compacted earth 1674 4 Mud brick 3691 5 Burnt bricks 5709 6 Concrete 266 7 Wood 45 8 Iron sheets 5 9 Other (specify) 15 The roof of the main dwelling is predominantly made of what material? 12271 0 1 Grass 7867 2 Iron sheets 4339 3 Clay tiles 33 4 Concrete 9 5 Plastic sheeting 14 6 Other (specify) 9 The floor of the main dwelling is predominantly made of what material? 12270 1 1 Sand 209 2 Smoothed mud 8941 3 Smooth cement 3088 4 Wood 1 5 Tile 21 6 Other (Specify) 10 Sysmiss 1 How many separate rooms do the members of your household occupy? 12271 0 0 95 1 1872 2 4256 3 3572 4 1804 5 441 6 165 7 40 8 16 9 5 11 3 13 1 15 1 What is your main source of lighting fuel? 12271 0 1 Collected firewood 509 2 Puchased firewood 30 3 Grass 342 4 Parrafin 6105 5 Electricity 1106 6 Gas 12 7 Battery/dry cell 3448 8 Candles 602 9 Other (specify) 117 What is your main source of cooking fuel? 12271 0 1 Collected firewood 9323 2 Puchased firewood 1324 3 Paraffin 7 4 Electricity 339 5 Gas 8 6 Charcoal 1153 7 Crop residue 108 8 Saw dust 2 9 Animal waste 1 10 Other (specify) 5 14 1 Do you have electricity working in your dwelling? 12271 0 0 No 11201 1 Yes 1070 What is the main reason for your household not to have access to electricity? 1411 10860 1 Connection/wiring fee unaffordable 1091 2 No need for electricity 48 3 Dwelling unappropriate for connection 197 4 Application pending 41 5 Line was disconnetted 11 6 Other (specify) 23 Sysmiss 10860 Is there a MTL telephone in working condition in the dwelling unit? 12268 3 0 No 12139 1 Yes 129 Sysmiss 3 How many working cell phones in total does your household own? 12270 1 0 7595 1 2891 2 1267 3 297 4 119 5 50 6 24 7 11 8 8 9 2 10 2 11 1 12 1 13 1 16 1 Sysmiss 1 What was your main source of drinking water? 12268 3 1 Piped into dwelling 468 2 Piped into yard/plot 799 3 Communal standpipe 1516 4 Open well in yard/plot 148 5 Open public well 1207 6 Protected well in yard/plot 77 7 Protected public well 283 8 Borehole 6899 9 Spring 62 10 River/stream 694 11 Pond/lake 53 12 Dam 3 13 Rainwater 0 14 Tanker truck/bowser 0 15 Bottled water 0 16 Other (specify) 59 Sysmiss 3 What is your main source of drinking water in the other season? 394 11877 1 Piped into dwelling 2 2 Piped into yard/plot 4 3 Communal standpipe 23 4 Open well in yard/plot 6 5 Open public well 52 6 Protected well in yard/plot 2 7 Protected public well 21 8 Borehole 167 9 Spring 14 10 River/stream 91 11 Pond/lake 5 12 Dam 2 13 Rainwater 5 14 Tanker truck/bowser 0 15 Bottled water 0 16 Other (specify) 0 Sysmiss 11877 What kind of toilet facility does your household use? 12263 8 1 Flush toilet 481 2 VIP latrine 459 3 Traditional latrine with roof 7818 4 Latrine without roof 2378 5 None 1114 6 Other (specify) 13 Sysmiss 8 Is this toilet facility for the use of : 11154 1117 1 Household members only 7349 2 Other households also 3802 3 1 4 1 6 1 Sysmiss 1117 What kind of rubbish disposal facilities does your household use 12266 5 1 Rubbish bin 469 2 Rubbish pit 5966 3 Burning 806 4 Public rubbish heap 2418 5 Other (specify) 322 6 None 2285 Sysmiss 5 Do any members of your household sleep under a bed net to protect against mosqui 12267 4 0 No 4687 1 Yes 7579 4 1 Sysmiss 4 Area of residence (urban/rural) 12271 0 1 urban 2233 2 rural 10038 District 12271 0 101 Chitipa 384 102 Karonga 384 103 Nkhatabay 382 104 Rumphi 384 105 Mzimba 384 107 Mzuzu City 384 201 Kasungu 384 202 Nkhota kota 384 203 Ntchisi 384 204 Dowa 384 205 Salima 384 206 Lilongwe 574 207 Mchinji 384 208 Dedza 383 209 Ntcheu 384 210 Lilongwe City 572 301 Mangochi 383 302 Machinga 384 303 Zomba 383 304 Chiradzulu 384 305 Blanytyre 383 306 Mwanza 384 307 Thyolo 382 308 Mulanje 384 309 Phalombe 384 310 Chikwawa 384 311 Nsanje 384 312 Balaka 384 313 Neno 384 314 Zomba City 382 315 Blantyre City 383 Past 7 days, any people not listed as HH memebr eat any meal in your HH 12271 0 0 No 8625 1 Yes 3646 Maize ufa mgaiwa (normal flour) 12271 0 0 No 5457 1 Yes 6814 Maize ufa refined (fine flour) 12271 0 0 No 5273 1 Yes 6998 Maize ufa madeya (bran flour) 12271 0 0 No 11881 1 Yes 390 Maize grain (not as ufa) 12271 0 0 No 11614 1 Yes 657 Green maize 12271 0 0 No 9192 1 Yes 3079 Rice 12271 0 0 No 8330 1 Yes 3941 Finger millet (mawere) 12271 0 0 No 12088 1 Yes 183 Sorghum (mapira) 12271 0 0 No 11848 1 Yes 423 Pearl millet (mchewere) 12271 0 0 No 12178 1 Yes 93 Wheat flour 12271 0 0 No 12180 1 Yes 91 Bread 12271 0 0 No 9752 1 Yes 2519 Buns, scones 12271 0 0 No 9249 1 Yes 3022 Biscuits 12271 0 0 No 10801 1 Yes 1470 Spaghetti, macaroni, pasta 12271 0 0 No 12037 1 Yes 234 Breakfast cereal 12271 0 0 No 12223 1 Yes 48 Infant feeding cereals 12271 0 0 No 12245 1 Yes 26 Other (specify) 12271 0 0 No 12246 1 Yes 25 Cassava tubers 12271 0 0 No 7268 1 Yes 5003 Cassava flour 12271 0 0 No 11362 1 Yes 909 White sweet potato 12271 0 0 No 8439 1 Yes 3832 Orange sweet potato 12271 0 0 No 10938 1 Yes 1333 Irish potato 12271 0 0 No 10794 1 Yes 1477 Potato crisps 12271 0 0 No 12175 1 Yes 96 Plantain, cooking banana 12271 0 0 No 11555 1 Yes 716 Cocoyam (masimbi) 12271 0 0 No 12170 1 Yes 101 Other (specify) 12271 0 0 No 12263 1 Yes 8 Bean, white 12271 0 0 No 10729 1 Yes 1542 Bean, brown 12271 0 0 No 7127 1 Yes 5144 Pigeonpea (nandolo) 12271 0 0 No 9838 1 Yes 2433 Groundnut 12271 0 0 No 8340 1 Yes 3931 Groundnut flour 12271 0 0 No 8987 1 Yes 3284 Soyabean flour 12271 0 0 No 11656 1 Yes 615 Ground bean (nzama) 12271 0 0 No 11956 1 Yes 315 Cowpea (khobwe) 12271 0 0 No 10741 1 Yes 1530 Macademia nuts 12271 0 0 No 12225 1 Yes 46 Other (specify) 12271 0 0 No 12224 1 Yes 47 Onion 12271 0 0 No 6888 1 Yes 5383 Cabbage 12271 0 0 No 10073 1 Yes 2198 Tanaposi/Rape 12271 0 0 No 5752 1 Yes 6519 Nkhwani 12271 0 0 No 4317 1 Yes 7954 Chinese cabbage 12271 0 0 No 11456 1 Yes 815 Other cultivated green leafy vegetables 12271 0 0 No 10389 1 Yes 1882 Gathered wild green leaves 12271 0 0 No 10772 1 Yes 1499 Tomato 12271 0 0 No 1951 1 Yes 10320 Cucumber 12271 0 0 No 11552 1 Yes 719 Pumpkin 12271 0 0 No 10333 1 Yes 1938 Okra / Therere 12271 0 0 No 9224 1 Yes 3047 Tinned vegetables (Specify) 12271 0 0 No 12259 1 Yes 12 Mushroom 12271 0 0 No 11894 1 Yes 377 Other vegetables (Specify) 12271 0 0 No 11952 1 Yes 319 Eggs 12271 0 0 No 8097 1 Yes 4174 Dried fish 12271 0 0 No 4212 1 Yes 8059 Fresh fish 12271 0 0 No 9315 1 Yes 2956 Beef 12271 0 0 No 10842 1 Yes 1429 Goat 12271 0 0 No 10256 1 Yes 2015 Pork 12271 0 0 No 11341 1 Yes 930 Mutton 12271 0 0 No 12214 1 Yes 57 Chicken 12271 0 0 No 9729 1 Yes 2542 Other poultry - guinea fowl, doves, etc. 12271 0 0 No 12165 1 Yes 106 Small animal - rabbit, mice, etc. 12271 0 0 No 11731 1 Yes 540 Termites, other insects (eg Ngumbi, caterpillar) 12271 0 0 No 12026 1 Yes 245 Tinned meat or fish 12271 0 0 No 12192 1 Yes 79 Smoked fish 12271 0 0 No 11211 1 Yes 1060 Fish Soup/Sauce 12271 0 0 No 12259 1 Yes 12 Other (specify) 12271 0 0 No 12222 1 Yes 49 Mango 12271 0 0 No 8990 1 Yes 3281 Banana 12271 0 0 No 7504 1 Yes 4767 Citrus - naartje, orange, etc. 12271 0 0 No 11200 1 Yes 1071 Pineapple 12271 0 0 No 12142 1 Yes 129 Papaya 12271 0 0 No 11061 1 Yes 1210 Guava 12271 0 0 No 11267 1 Yes 1004 Avocado 12271 0 0 No 11499 1 Yes 772 Wild fruit (masau, malambe, etc.) 12271 0 0 No 11732 1 Yes 539 Apple 12271 0 0 No 12128 1 Yes 143 Other fruits (specify) 12271 0 0 No 12180 1 Yes 91 Fresh milk 12271 0 0 No 10855 1 Yes 1416 Powdered milk 12271 0 0 No 11538 1 Yes 733 Margarine - Blue band 12271 0 0 No 11602 1 Yes 669 Butter 12271 0 0 No 12231 1 Yes 40 Chambiko - soured milk 12271 0 0 No 12089 1 Yes 182 Yoghurt 12271 0 0 No 12119 1 Yes 152 Cheese 12271 0 0 No 12252 1 Yes 19 Infant feeding formula (for bottle) 12271 0 0 No 12258 1 Yes 13 Other (specify) 12271 0 0 No 12254 1 Yes 17 Sugar 12271 0 0 No 4351 1 Yes 7920 Sugar Cane 12271 0 0 No 9505 1 Yes 2766 Cooking oil 12271 0 0 No 4289 1 Yes 7982 Other (specify) 12271 0 0 No 12263 1 Yes 8 Salt 12271 0 0 No 96 1 Yes 12175 Spices 12271 0 0 No 11976 1 Yes 295 Yeast, baking powder, bicarbonate of soda 12271 0 0 No 10199 1 Yes 2072 Tomato sauce (bottle) 12271 0 0 No 12197 1 Yes 74 Hot sauce (Nali, etc.) 12271 0 0 No 12130 1 Yes 141 Jam, jelly 12271 0 0 No 12239 1 Yes 32 Sweets, candy, chocolates 12271 0 0 No 11973 1 Yes 298 Honey 12271 0 0 No 12184 1 Yes 87 Other (specify) 12271 0 0 No 12263 1 Yes 8 Maize - boiled or roasted (vendor) 12271 0 0 No 11956 1 Yes 315 Chips (vendor) 12271 0 0 No 11365 1 Yes 906 Cassava - boiled (vendor) 12271 0 0 No 12163 1 Yes 108 Eggs - boiled (vendor) 12271 0 0 No 12167 1 Yes 104 Chicken (vendor) 12271 0 0 No 12134 1 Yes 137 Meat (vendor) 12271 0 0 No 11959 1 Yes 312 Fish (vendor) 12271 0 0 No 11872 1 Yes 399 Mandazi, doughnut (vendor) 12271 0 0 No 8966 1 Yes 3305 Samosa (vendor) 12271 0 0 No 11932 1 Yes 339 Meal eaten at restaurant 12271 0 0 No 12046 1 Yes 225 Other (specify) 12271 0 0 No 12251 1 Yes 20 Tea 12271 0 0 No 7876 1 Yes 4395 Coffee 12271 0 0 No 12058 1 Yes 213 Cocoa, millo 12271 0 0 No 12140 1 Yes 131 Squash (Sobo drink concentrate) 12271 0 0 No 11225 1 Yes 1046 Fruit juice 12271 0 0 No 12088 1 Yes 183 Freezes (flavoured ice) 12271 0 0 No 11999 1 Yes 272 Soft drinks (Coca-cola, Fanta, Sprite, etc.) 12271 0 0 No 10897 1 Yes 1374 Chibuku (commercial traditional-style beer) 12271 0 0 No 11946 1 Yes 325 Bottled water 12271 0 0 No 12196 1 Yes 75 Maheu 12271 0 0 No 12161 1 Yes 110 Bottled / canned beer (Carlsberg, etc.) 12271 0 0 No 12124 1 Yes 147 Thobwa 12271 0 0 No 9700 1 Yes 2571 Traditional beer (masese) 12271 0 0 No 11765 1 Yes 506 Wine or commercial liquor 12271 0 0 No 12204 1 Yes 67 Locally brewed liquor (kachasu) 12271 0 0 No 11929 1 Yes 342 Other (specify) 12271 0 0 No 12242 1 Yes 29 Charcoal 12271 0 0 No 10599 1 Yes 1672 Paraffin or kerosene 12271 0 0 No 6995 1 Yes 5276 Cigarettes or other tobacco 12271 0 0 No 11591 1 Yes 680 Candles 12271 0 0 No 10488 1 Yes 1783 Matches 12271 0 0 No 2031 1 Yes 10240 Newspapers or magazines 12271 0 0 No 11869 1 Yes 402 Public transport - Bicycle Taxi 12271 0 0 No 11594 1 Yes 677 Public transport - Bus/Minibus 12271 0 0 No 10387 1 Yes 1884 Public transport - Other (Truck, Oxcart, Etc..) 12271 0 0 No 12149 1 Yes 122 Milling fees, grain 12271 0 0 No 787 1 Yes 11484 Bar soap (body soap or clothes soap) 12271 0 0 No 836 1 Yes 11435 Clothes soap (powder) 12271 0 0 No 9282 1 Yes 2989 Toothpaste, toothbrush 12271 0 0 No 8939 1 Yes 3332 Toilet paper 12271 0 0 No 11554 1 Yes 717 Glycerine, Vaseline, skin creams 12271 0 0 No 2155 1 Yes 10116 Other personal products (shampoo, razor blades, cosmetics, hair products, etc.) 12271 0 0 No 9987 1 Yes 2284 Light bulbs 12271 0 0 No 11735 1 Yes 536 Postage stamps or other postal fees 12271 0 0 No 12193 1 Yes 78 Donation - to church, charity, beggar, etc. 12271 0 0 No 7714 1 Yes 4557 Petrol or diesel 12271 0 0 No 12102 1 Yes 169 Motor vehicle service, repair, or parts 12271 0 0 No 12188 1 Yes 83 Bicycle service, repair, or parts 12271 0 0 No 11116 1 Yes 1155 Wages paid to servants 12271 0 0 No 11913 1 Yes 358 Mortgage - regular payment to purchase house 12271 0 0 No 12266 1 Yes 5 Repairs & maintenance to dwelling 12271 0 0 No 12100 1 Yes 171 Repairs to household and personal items (radios, watches, etc., excluding batter 12271 0 0 No 12051 1 Yes 220 Expenditures on pets 12271 0 0 No 12239 1 Yes 32 Batteries 12271 0 0 No 9271 1 Yes 3000 Recharging batteries, cell phones 12271 0 0 No 10346 1 Yes 1925 Infant clothing 12271 0 0 No 10965 1 Yes 1306 Baby nappies/diapers 12271 0 0 No 11742 1 Yes 529 Boy's trousers 12271 0 0 No 10544 1 Yes 1727 Boy's shirts 12271 0 0 No 10426 1 Yes 1845 Boy's jackets 12271 0 0 No 12112 1 Yes 159 Boy's undergarments 12271 0 0 No 11807 1 Yes 464 Boy's other clothing 12271 0 0 No 11737 1 Yes 534 Men's trousers 12271 0 0 No 10405 1 Yes 1866 Men's shirts 12271 0 0 No 10592 1 Yes 1679 Men's jackets 12271 0 0 No 12065 1 Yes 206 Men's undergarments 12271 0 0 No 11885 1 Yes 386 Men's other clothing 12271 0 0 No 12014 1 Yes 257 Girl's blouse/shirt 12271 0 0 No 10805 1 Yes 1466 Girl's dress/skirt 12271 0 0 No 10116 1 Yes 2155 Girl's undergarments 12271 0 0 No 11660 1 Yes 611 Girl's other clothing 12271 0 0 No 11989 1 Yes 282 Lady's blouse/shirt 12271 0 0 No 10897 1 Yes 1374 Chitenje cloth 12271 0 0 No 8668 1 Yes 3603 Lady's dress/skirt 12271 0 0 No 11038 1 Yes 1233 Lady's undergarments 12271 0 0 No 11703 1 Yes 568 Lady's other clothing 12271 0 0 No 11856 1 Yes 415 Boy's shoes 12271 0 0 No 11240 1 Yes 1031 Men's shoes 12271 0 0 No 11311 1 Yes 960 Girl's shoes 12271 0 0 No 11095 1 Yes 1176 Lady's shoes 12271 0 0 No 10626 1 Yes 1645 Cloth, thread, other sewing material 12271 0 0 No 11840 1 Yes 431 Laundry, dry cleaning, tailoring fees 12271 0 0 No 11380 1 Yes 891 Bowls, glassware, plates, silverware, etc. 12271 0 0 No 11458 1 Yes 813 Cooking utensils (cookpots, stirring spoons and wisks, etc.) 12271 0 0 No 11299 1 Yes 972 Cleaning utensils (brooms, brushes, etc.) 12271 0 0 No 11153 1 Yes 1118 Torch / flashlight 12271 0 0 No 11619 1 Yes 652 Umbrella 12271 0 0 No 11619 1 Yes 652 Paraffin lamp (hurricane or pressure) 12271 0 0 No 12179 1 Yes 92 Stationery items (not for school) 12271 0 0 No 12237 1 Yes 34 Books (not for school) 12271 0 0 No 12206 1 Yes 65 Music or video cassette or CD/DVD 12271 0 0 No 12067 1 Yes 204 Tickets for sports / entertainment events 12271 0 0 No 12221 1 Yes 50 House decorations 12271 0 0 No 12189 1 Yes 82 Night's lodging in rest house or hotel 12271 0 0 No 12208 1 Yes 63 Carpet, rugs, drapes, curtains 12271 0 0 No 11798 1 Yes 473 Linen - towels, sheets, blankets 12271 0 0 No 9547 1 Yes 2724 Mat - sleeping or for drying maize flour 12271 0 0 No 7959 1 Yes 4312 Mosquito net 12271 0 0 No 11722 1 Yes 549 Mattress 12271 0 0 No 11931 1 Yes 340 Sports & hobby equipment, musical instruments, toys 12271 0 0 No 12232 1 Yes 39 Film, film processing, camera 12271 0 0 No 12250 1 Yes 21 Cement 12271 0 0 No 12011 1 Yes 260 Bricks 12271 0 0 No 12099 1 Yes 172 Construction timber 12271 0 0 No 12092 1 Yes 179 Council rates 12271 0 0 No 12187 1 Yes 84 Insurance - health (MASM, etc.), auto, home, life 12271 0 0 No 12155 1 Yes 116 Losses to theft (value of items or cash lost) 12271 0 0 No 11689 1 Yes 582 Fines or legal fees 12271 0 0 No 12168 1 Yes 103 Lobola (bridewealth) costs 12271 0 0 No 12207 1 Yes 64 Marriage ceremony costs 12271 0 0 No 11491 1 Yes 780 Funeral costs, household members 12271 0 0 No 12032 1 Yes 239 Funeral costs, nonhousehold members (relatives, neighbors/friends) 12271 0 0 No 8650 1 Yes 3621 Woodpoles, bamboo 12271 0 0 No 9975 1 Yes 2296 Grass for thatching roof or other use 12271 0 0 No 7129 1 Yes 5142 Mortar/pestle (mtondo) 12271 0 0 No 6673 1 Yes 5598 Bed 12271 0 0 No 7613 1 Yes 4658 Table 12271 0 0 No 8149 1 Yes 4122 Chair 12271 0 0 No 7493 1 Yes 4778 Fan 12271 0 0 No 11820 1 Yes 451 Air conditioner 12271 0 0 No 12239 1 Yes 32 Radio ('wireless') 12271 0 0 No 6433 1 Yes 5838 Tape or CD/DVD player; HiFi 12271 0 0 No 10886 1 Yes 1385 Television 12271 0 0 No 11052 1 Yes 1219 VCR 12271 0 0 No 12156 1 Yes 115 Sewing machine 12271 0 0 No 11956 1 Yes 315 Kerosene/paraffin stove 12271 0 0 No 12193 1 Yes 78 Electric or gas stove; hot plate 12271 0 0 No 11831 1 Yes 440 Refrigerator 12271 0 0 No 11757 1 Yes 514 Washing machine 12271 0 0 No 12248 1 Yes 23 Bicycle 12271 0 0 No 7507 1 Yes 4764 Motorcycle/scooter 12271 0 0 No 12197 1 Yes 74 Car 12271 0 0 No 12057 1 Yes 214 Mini-bus 12271 0 0 No 12247 1 Yes 24 Lorry 12271 0 0 No 12234 1 Yes 37 Beer-brewing drum 12271 0 0 No 11991 1 Yes 280 Upholstered chair, sofa set 12271 0 0 No 11034 1 Yes 1237 Coffee table (for sitting room) 12271 0 0 No 10999 1 Yes 1272 Cupboard, drawers, bureau 12271 0 0 No 11674 1 Yes 597 Lantern (paraffin) 12271 0 0 No 11021 1 Yes 1250 Desk 12271 0 0 No 12228 1 Yes 43 Clock 12271 0 0 No 10677 1 Yes 1594 Iron (for pressing clothes) 12271 0 0 No 10476 1 Yes 1795 Computer equipment & accessories 12271 0 0 No 12152 1 Yes 119 Sattelite dish 12271 0 0 No 11937 1 Yes 334 Solar panel 12271 0 0 No 12124 1 Yes 147 Generator 12271 0 0 No 12178 1 Yes 93 In the past 7 days, did you worry that your household would not have enough food 12271 0 0 No 8373 1 Yes 3898 Hand hoe 10842 1429 0 No 253 1 Yes 10589 Sysmiss 1429 Slasher 10842 1429 0 No 8754 1 Yes 2088 Sysmiss 1429 Axe 10842 1429 0 No 4417 1 Yes 6425 Sysmiss 1429 Sprayer 10842 1429 0 No 10669 1 Yes 173 Sysmiss 1429 Panga knife 10842 1429 0 No 4533 1 Yes 6309 Sysmiss 1429 Sickle 10842 1429 0 No 5405 1 Yes 5437 Sysmiss 1429 Treadle pump 10842 1429 0 No 10627 1 Yes 215 Sysmiss 1429 Watering can 10842 1429 0 No 8513 1 Yes 2329 Sysmiss 1429 Ox cart 10842 1429 0 No 10678 1 Yes 164 Sysmiss 1429 Ox plough 10842 1429 0 No 10738 1 Yes 104 Sysmiss 1429 Tractor 10842 1429 0 No 10839 1 Yes 3 Sysmiss 1429 Tractor plough 10842 1429 0 No 10839 1 Yes 3 Sysmiss 1429 Ridger 10842 1429 0 No 10814 1 Yes 28 Sysmiss 1429 Cultivator 10842 1429 0 No 10833 1 Yes 9 Sysmiss 1429 Generator 10842 1429 0 No 10820 1 Yes 22 Sysmiss 1429 Motorized pump 10842 1429 0 No 10836 1 Yes 6 Sysmiss 1429 Grain mill 10842 1429 0 No 10828 1 Yes 14 Sysmiss 1429 Other (specify) 10842 1429 0 No 10836 1 Yes 6 Sysmiss 1429 Chicken house 10842 1429 0 No 9267 1 Yes 1575 Sysmiss 1429 Livestock kraal 10842 1429 0 No 9211 1 Yes 1631 Sysmiss 1429 Poultry kraal 10842 1429 0 No 10262 1 Yes 580 Sysmiss 1429 Storage house 10842 1429 0 No 10769 1 Yes 73 Sysmiss 1429 Granary 10842 1429 0 No 9452 1 Yes 1390 Sysmiss 1429 Barn 10842 1429 0 No 10535 1 Yes 307 Sysmiss 1429 Pig sty 10842 1429 0 No 10281 1 Yes 561 Sysmiss 1429 Over the past 12 months, has anyone in your household operated any non-agricultu 12271 0 0 No 9692 1 Yes 2579 Owned a non-agricultural business or provided a non-agricultural service from ho 12271 0 0 No 11647 1 Yes 624 Processed and sold any agricultural by-products, including flour, starch, juice, 12271 0 0 No 11746 1 Yes 525 Owned a trading business on a street or in a market? 12271 0 0 No 11557 1 Yes 714 Offered any service or sold anything on a street or in a market, including firew 12270 1 0 No 11808 1 Yes 462 Sysmiss 1 Owned a professional office or offered professional services from home as a doct 12271 0 0 No 12250 1 Yes 21 Drove a household-owned taxi or pick-up truck to provide transportation or movin 12271 0 0 No 12179 1 Yes 92 Owned a bar or restaurant? 12271 0 0 No 12218 1 Yes 53 Owned any other non-agricultural business, even if it is a small business run fr 12271 0 0 No 11480 1 Yes 791 Cash Transfers/Gifts from individuals 4359 7912 0 No 2382 1 Yes 1977 Sysmiss 7912 Food Transfers/Gifts from Individuals 4359 7912 0 No 1741 1 Yes 2618 Sysmiss 7912 Non-Food In-Kind Transfers/Gifts form Individuals 4359 7912 0 No 3451 1 Yes 908 Sysmiss 7912 Savings, Interest or Other Investment Income 4359 7912 0 No 4230 1 Yes 129 Sysmiss 7912 Pension Income 4359 7912 0 No 4282 1 Yes 77 Sysmiss 7912 Income from Non-Agricultural Land Rental 4359 7912 0 No 4311 1 Yes 48 Sysmiss 7912 Income form Apartment, House Rental 4359 7912 0 No 4036 1 Yes 323 Sysmiss 7912 Income from Sho, Store Rental 4359 7912 0 No 4299 1 Yes 60 Sysmiss 7912 Income from Car, Truck, Other Vehicle Rental 4359 7912 0 No 4340 1 Yes 19 Sysmiss 7912 Income from Real Estate Sales 4359 7912 0 No 4348 1 Yes 11 Sysmiss 7912 Income from Household Non-Agricultural Asset Sales 4359 7912 0 No 4309 1 Yes 50 Sysmiss 7912 Income from Household Agricultural/Fishing Asset Sales 4359 7912 0 No 4208 1 Yes 151 Sysmiss 7912 Inheritance 4359 7912 0 No 4318 1 Yes 41 Sysmiss 7912 Lottery/Gambling Winnings 4359 7912 0 No 4354 1 Yes 5 Sysmiss 7912 Other Income (Specify) 4359 7912 0 No 4349 1 Yes 10 Sysmiss 7912 Cash Transfers/Gifts 4051 8220 0 No 1444 1 Yes 2607 Sysmiss 8220 Food Transfers/Gifts 4051 8220 0 No 1667 1 Yes 2384 Sysmiss 8220 Non-Food In-Kind Transfers/Gifts 4051 8220 0 No 3274 1 Yes 777 Sysmiss 8220 During the last 12 months did you try to borrow from someone outside the househo 12271 0 0 No 11319 1 Yes 952 What was main reason for trying to obtain the loan? 948 11323 1 Purchase land 8 2 Purchase agricultural inputs for food crops 117 3 Purchase inputs for tobacco 24 4 Puchase inputs for other cash crops 18 5 Business start-up capital 451 6 Puchase non-farm inputs 31 7 Consumption 252 8 Other, specify 47 Sysmiss 11323 Concerning your household's food consumption, over the past months which of the 12270 1 1 It was less than adequate for household needs 4741 2 It was just adequate for household needs 6752 3 It was more than adequate for household needs 777 Sysmiss 1 Concerning your housing which of the following is true? 12270 1 1 It was less than adequate for household needs 4989 2 It was just adequate for household needs 6584 3 It was more than adequate for household needs 697 Sysmiss 1 Concerning your household's clothing, which of the following is true? 12270 1 1 It was less than adequate for household needs 6910 2 It was just adequate for household needs 5001 3 It was more than adequate for household needs 359 Sysmiss 1 Concerning the standard of health care you receive for household members which o 12270 1 1 It was less than adequate for household needs 3842 2 It was just adequate for household needs 7514 3 It was more than adequate for household needs 914 Sysmiss 1 On which step are you today? 12270 1 1 3952 2 4958 3 2659 4 611 5 67 6 23 Sysmiss 1 12269 2 1 Allows you to build your savings 992 2 Allows you to save just a little 1530 3 Only just meets your expenses 4815 4 Is not sufficient so need to use savings to meet expenses 1668 5 Is really not sufficient so you need to borrow to meet expenses 3264 Sysmiss 2 What do you (HH head) sleep on? 12269 2 1 Bed & mattress 3215 2 Bed & mat (Grass) 1150 3 Bed alone 232 4 Mattress on floor 698 5 Mat (grass) on floor 6843 6 Cloth/sack on floor 107 7 Floor (nothing else) 13 8 Other, specify 11 Sysmiss 2 What is the type of main access road surface in this community? 12271 0 1 TAR/ASPHALT 2714 2 GRADED GRAVELED 3069 3 DIRT ROAD (MAINTAINED) 5450 4 DIRT TRACK 1038 Do vehicles pass on the main road in this community throughout the year? 12271 0 1 YES 8948 2 NO 3323 Do public buses, mini-buses, or regular matola stop in this community? 12271 0 0 No 6425 1 Yes 5846 Is the community in a major urban centre? 12271 0 0 No 10088 1 Yes 2183 Is there a daily market in this community? 12271 0 0 No 8120 1 Yes 4151 Is there a larger weekly market in this community? 12271 0 0 No 7878 1 Yes 4393 Is there a post office in this community 12271 0 0 No 10513 1 Yes 1758 Is there a place to make a telephone call here?(Public phone,phone bureau,etc.) 12271 0 1 YES 4106 2 NO 8165 Distance to nearest government primary school 10848 1423 1 In the community 1663 2 Under 2 kilometers 5973 3 3 to 5 kilometers 1917 4 5 and above kilometers 1295 Sysmiss 1423 At nearest gov prim school,are all classrooms built of brick w/iron sheet roofs? 12255 16 0 No 3597 1 Yes 8658 Sysmiss 16 Is the nearest government primary school electrified? 12271 0 0 No 10817 1 Yes 1454 Is there a place here to purchase common medicines(pain killers,malaria tablets) 12271 0 0 No 3100 1 Yes 9171 Is there a health clinic (Chipatala) is this community? 12271 0 0 No 9045 1 Yes 3226 Distance to nearest health clinic 9045 3226 1 0 to 5 kilometes 3980 2 6 to 10 kilometers 2814 3 11 to 15 kilometers 1148 4 16 to 20 kilometers 464 5 21 to 25 kilometers 111 6 26 to 30 kilometers 272 7 Above 30 kilometers 256 Sysmiss 3226 Is there a commercial bank in this community (NBM, Savings Bank, Stanbic, etc.)? 12271 0 0 No 11504 1 Yes 767 Unique HH Identifier 56218 0 Household Member ID Code 56218 0 1 12271 2 11399 3 10143 4 8051 5 5889 6 3884 7 2274 8 1207 9 577 10 268 11 134 12 71 13 19 14 11 15 9 16 6 17 3 18 1 19 1 Sex 56218 0 1 Male 27466 2 Female 28752 Relationship to Head 56218 0 1 Head 12268 2 Wife/Husband 8804 3 Child/Adopted child 32581 4 Grandchild 1309 5 Niece/Nephew 393 6 Father/Mother 93 7 Sister/Brother 291 8 Son/Daughter-in-law 71 9 Brother/Sister in-law 81 10 Grandfather/Mother 47 11 Father/Mother in-law 38 12 Other relative 130 13 Servant or servant's relative 63 14 Lodger/Lodger's relative 6 15 Other non-relative 43 16 Other (Specify) 0 How old is [NAME] (years)? 56218 0 0 110 33257 22961 1 NONE 26696 2 PSLC 2841 3 JCE 1557 4 MSCE 1693 5 NON-UNIV. DIPLOMA 228 6 UNIVER. DIPLOMA, DEGREE 175 7 POST-GRAD 67 Sysmiss 22961 What was the highest educational qualification acquired by [NAME]'s mother? 27807 28411 1 NONE 25338 2 PSLC 1315 3 JCE 646 4 MSCE 378 5 NON-UNIV. DIPLOMA 71 6 UNIVER. DIPLOMA, DEGREE 41 7 POST-GRAD 17 8 1 Sysmiss 28411 Which language do you speak at home? 12252 43966 1 Chewa 6737 2 Nyanja 630 3 Yao 1073 4 Tumbuka 1401 5 Lomwe 562 6 Nkhonde 140 7 Ngoni 465 8 Sena 475 9 Nyakyusa 29 10 Tonga 307 11 Lambya 111 12 Senga 13 13 Sukwa 46 14 English 22 15 Other 241 Sysmiss 43966 What religion, if any, does [NAME] practice 34413 21805 1 None 697 2 Traditional 383 3 Christianity 29245 4 Islam 3835 5 Other religion 253 Sysmiss 21805 What is [NAME]'s present marital status? 34429 21789 1 Monogamous, married or non formal union 16706 2 Polygamous,married or non formal union 1532 3 Separated 966 4 Divorced 982 5 Widowed or widower 1901 6 Never married 12342 Sysmiss 21789 Can read and write (in English or Chichewa) 56218 0 0 No 29811 1 Yes 26407 Are you able to read and write in Chichewa? 46882 9336 0 No 20556 1 Yes 26326 Sysmiss 9336 Are you able to read and write in English? 46874 9344 0 No 32586 1 Yes 14288 Sysmiss 9344 Have you ever attended school? 46860 9358 0 No 8338 1 Yes 38522 Sysmiss 9358 What was the reason you never attended school (1st reason)? 8330 47888 1 Still too young to attend school 1931 2 No money for fees/uniform 2713 3 Poor quality of school 18 4 Illness or Disablity 223 5 Not interested/lazy 1479 6 Parents didn't let me in 1333 7 Had to work or help at home 264 8 School too far from Home 255 9 School conflict with beliefs 80 10 Other (Specify) 34 Sysmiss 47888 What class are you in or what was the highest class level you ever attended? 38536 17682 0 Nursery/Pre school 134 1 std1 4416 2 std2 3973 3 std3 4299 4 std4 3754 5 std5 3620 6 std6 3011 7 std7 3017 8 std8 4447 9 form1 1073 10 form2 2224 11 form3 877 12 form4 2897 13 form5 9 14 form6 7 15 univ 1 38 16 univ 2 61 17 univ 3 44 18 univ 4 111 19 univ 5 & above 43 20 TC Yr 1 110 21 TC Yr 2 225 22 TC Yr 3 87 23 TC Yr 4 59 Sysmiss 17682 What is the highest educational qualification you have acquired? 38528 17690 1 None 29649 2 PSLC 3633 3 JCE 2864 4 MSCE 1786 5 Non-Univ Diploma 366 6 Univer Diploma 185 7 Postgrad degree 45 Sysmiss 17690 Did you attend school in the last completed academic year? 38535 17683 0 No 21243 1 Yes 17291 7 1 Sysmiss 17683 What class were you in during the last completed academic year? 17258 38960 0 Nursery/Pre school 647 1 std1 3530 2 std2 2615 3 std3 2256 4 std4 1835 5 std5 1386 6 std6 1182 7 std7 1014 8 std8 836 9 form1 578 10 form2 469 11 form3 434 12 form4 326 13 form5 2 14 form6 3 15 univ 1 25 16 univ 2 13 17 univ 3 14 18 univ 4 6 19 univ 5 & above 5 20 TC Yr 1 42 21 TC Yr 2 29 22 TC Yr 3 7 23 TC Yr 4 4 Sysmiss 38960 Are you currently attending school or, if school is not now in session, did you 38504 17714 0 No 19739 1 Yes 18765 Sysmiss 17714 Why did you not continue your education? 19735 36483 1 Acquired all education wanted 1182 2 No money for fees/ uniform 11033 3 Too old to continue 237 4 Married/became pregnant 2020 5 Illness or disability 445 6 Found work 315 7 Not interested, lazy 3361 8 Parents told me to stop 238 9 Had to work or help at home 405 10 Poor/ crowded school facilities 4 11 poor quality instruction 16 12 Teachers often absent 7 13 School too dangerous for girls 9 14 School too far from home 164 15 School conflict W/ beliefs 10 16 Failed promotion exam 101 17 Dismissed/ expelled 30 18 Other (specify) 158 Sysmiss 36483 What type of school do you attend? 18751 37467 11 LEA/Gvt 14803 12 Pvt/Non religious 414 13 Church/ Mission School 1475 14 Islamic school 17 15 Other primary 101 21 Gvt(Conventional) 392 22 Community day(CDSS) 981 23 Church/ mission school 104 24 Islamic school 4 25 Night school 97 26 Other secondary 184 31 University 65 32 Training college 93 33 Other tertiary 21 Sysmiss 37467 How do you get to school each day? 18189 38029 1 Foot 17808 2 Bicycle 143 3 Bus/Minibus 134 4 Pvt vehicle 84 5 Other 20 Sysmiss 38029 At any time in the past 12 months, did you ever temporarily withdraw from school 18732 37486 0 No 18043 1 Yes 689 Sysmiss 37486 What was the main reason you temporarily withdrew from school? 687 55531 1 No money for necessary expenses 267 2 Own-illness 277 3 Help needed at home 35 4 Suspension 1 5 Teachers on strike 0 6 Teachers absent 31 7 Funeral 3 8 Other (specify) 73 Sysmiss 55531 During the last 12 months, were you hospital-ized or had an overnight stay(s) in 55948 270 0 No 53693 1 Yes 2255 Sysmiss 270 Did you or other members of your household have to borrow money or sell assets i 2250 53968 0 No 1575 1 Yes 675 Sysmiss 53968 During the last 12 months, did you stay over-night(s) at a traditional healer's 55925 293 0 No 55763 1 Yes 162 Sysmiss 293 Did you or other members of your household have to borrow money or sell assets i 168 56050 0 No 102 1 Yes 66 Sysmiss 56050 Enumerator: check questions HH_D24 through HH_D29. Did the respondent have any d 46822 9396 0 No 42932 1 Yes 3888 3 1 4 1 Sysmiss 9396 Does this difficulty reduce the amount of work you can do at home? 3880 52338 1 Yes, all the time 855 2 Yes, sometimes 2538 3 No 447 4 Na (if not working or not attending schoool) 40 Sysmiss 52338 Does this difficulty reduce the amount of work you can do at school? 3851 52367 0 2 1 Yes, all the time 117 2 Yes, sometimes 425 3 No 281 4 Na (if not working or not attending schoool) 3026 Sysmiss 52367 Does this difficulty reduce the amount of work you can do at work? 3848 52370 0 2 1 Yes, all the time 99 2 Yes, sometimes 335 3 No 285 4 Na (if not working or not attending schoool) 3127 Sysmiss 52370 What did you have for breakfast yesterday? 25865 30353 1 Tea/drink with sugar 1758 2 Milk/milk tea with sugar 274 3 Solid food only 4298 4 Tea/drink with solid food 3778 5 Porridge with g/nut flour 360 6 Porridge with solid food 144 7 Porridge with sugar 4206 8 Porridge with milk 93 9 Porridge without sugar 3470 10 Nothing 6192 11 Other (specify) 1292 Sysmiss 30353 Where did you deliver your last child born in the last 24 months? 3681 52537 1 Hospital/maternity clinic 3113 2 At home 517 3 Other (Specify) 51 Sysmiss 52537 Who assisted in delivering this child? 3679 52539 1 Doctor or clin. officer 995 2 Nurse 2073 3 Midwife 35 4 TBA 255 5 Friend or relative 282 6 Self 38 7 Other (specify) 1 Sysmiss 52539 How many hours in the last seven days did you do any work for a wage, salary, co 46869 9349 0 105 Enumerator: review questions HH_E07 to HH_E11. Did this person, [NAME], work for 47130 9088 0 No 22824 1 Yes 24306 Sysmiss 9088 Even though you did not do any activities in the last seven days, do you have a 21296 34922 0 No 18603 1 Yes 2693 Sysmiss 34922 At any time in the past 12 months, were you employed for a wage, salary, commiss 56218 0 0 No 52780 1 Yes 3438 Is your main employer for your main occupation in the last 12 months ... 3438 52780 1 Private Company 1093 2 Private Individual 1135 3 Government 860 4 State-Owned Enterprise (Parastatal) 110 5 MASAF/Public Works Program 19 6 Church/Religious Organization 191 7 Political Party 1 8 Other (Specify) 29 Sysmiss 52780 At any time over the last 12 months, did you work on any farm(s) owned by anothe 47129 9089 0 No 45601 1 Yes 1528 Sysmiss 9089 Household weighting coefficient 56218 0 6.62 1938.614 Poverty status 56218 0 0 Non-poor 26739 1 Poor 29479 Unique EA Identifier 768 0 10101016 1 10101204 1 10101215 1 10101219 1 10101355 1 10101374 1 10101470 1 10101562 1 10101568 1 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telephone call here?(Public phone,phone bureau,etc.) 768 0 1 YES 257 2 NO 511 Distance to nearest government primary school 679 89 1 In the community 104 2 Under 2 kilometers 374 3 3 to 5 kilometers 120 4 5 and above kilometers 81 Sysmiss 89 At nearest gov prim school,are all classrooms built of brick w/iron sheet roofs? 767 1 0 No 225 1 Yes 542 Sysmiss 1 Is the nearest government primary school electrified? 768 0 0 No 677 1 Yes 91 Is there a place here to purchase common medicines(pain killers,malaria tablets) 768 0 0 No 194 1 Yes 574 Is there a health clinic (Chipatala) is this community? 768 0 0 No 566 1 Yes 202 Distance to nearest health clinic 566 202 1 0 to 5 kilometes 249 2 6 to 10 kilometers 176 3 11 to 15 kilometers 72 4 16 to 20 kilometers 29 5 21 to 25 kilometers 7 6 26 to 30 kilometers 17 7 Above 30 kilometers 16 Sysmiss 202 Is there a commercial bank in this community (NBM, Savings Bank, Stanbic, etc.)? 768 0 0 No 720 1 Yes 48 Household ID in source dataset 12271 0 Quintile based on per capita expenditure 12271 0 1 1770 2 2135 3 2330 4 2655 5 3381 Poverty line based on national poverty line estimate 12271 0 37002 12271 Annual total consumption (not deflated) 12271 0 7719.682 5221448.572 Annual food consumption (not deflated) 12271 0 4000 3913097.684 Annual non-food consumption (not deflated) 12271 0 1200 4307667.429 Food and non-alcoholic beverages 12270 1 5319.682 1831072.162 Alcoholic beverages, tobacco and narcotics 1597 10674 260.714 3825287.5 Clothing and footwear 7268 5003 8 543999.994 Housing, water, electricity, gas and other fuels 12270 1 60 1362000 Furnishings, household equipment, household maintenance 12160 111 120 786785.023 Health 5579 6692 2 246999.999 Transport 4050 8221 24 2640000 Communication 4746 7525 24 600000 Recreation and culture 821 11450 5.677 221210.521 Education 7785 4486 10 304700 Restaurants and hotels 5427 6844 2 440600 Miscellaneous goods and services 11798 473 24 280400