MOZ_2014_FDSH_v01_M -- DDI_MOZ_2014_FDSH_v01_M_WB Development Data Group 2016-02-23 Nesstar Publisher Version 01 (February 2016) MOZ_2014_FDSH_v01_M -- -- CGAP Financial Diaries with Smallholder Households 2014-2015 FDSH 2014-15 MOZ_2014_FDSH_v01_M Jamie Anderson Wajiha Ahmed Daryl Collins International Capital Corporation CGAP 2016 Nesstar Publisher World Bank Group Anna Nunan Jamie Barbara Anderson Other Household Survey The study was conducted in 3 countries: Mozambique, Tanzania, and Pakistan. Version 2.1: Edited, anonymized dataset for public distribution In order to elucidate the financial lives of smallholder households and build the evidence base on this important client group, Consultative Group to Assist the Poor (CGAP) of the World Bank launched the year-long Financial Diaries with Smallholder Families (the "Smallholder Diaries"). The study captured the financial and in-kind transactions of 270 households in Tanzania, Pakistan and Mozambique, of which 93 households are in impoverished northern Mozambique. The sample came was drawn from 3 villages in Mozambique. Villages were selected based on their involvement in agriculture, and convenience in reaching them. Between June 2014 and July 2015, enumerators visited sample families every fortnight to conduct comprehensive face-to-face interviews to track all the money flowing into and out of their households. Mozambique In Mozambique, three villages in the Rapale district of northern Nampula Province were selected based on strong recommendations from local stakeholders. While some large companies buy cash crops in the province, smallholders tend to practice the subsistence, rain-fed agriculture that is more commonly found throughout Mozambique. Event/Transaction data [evn] Bankable Frontier Associates Face-to-face [f2f] Interviewers visited each household and conducted three initial questionnaires. They 1) collected a household roster and demographic information about household members; 2) captured a register of physical assets and income sources for each household member and 3) registered the unique financial instruments used by each household member. This baseline information was then used to generate a custom cash flows questionnaire for each household, built to collect income, expenditure, and financial transactions for each individual. This customized cash flows questionnaire was then used for the collection of cash flows data. During regular visits about every two weeks, interviewers captured a complete set of daily, individual transactions from the preceding two-week period. Households were asked only about transactions using financial instruments and income sources that they actually have, rather than going through a generic list of questions. However, the cash flows questionnaire was continuously updated as new members joined the household, members acquired new financial instruments or income sources, or as the interviewers became aware of previously undisclosed ones. All data editing was done manually. The data was collected through face to face interviews, using a computer tablet preloaded with the data collection software and all previously recorded data. The tablets were synchronized each day so that all collected data was uploaded to the server and the tablet would receive the latest version of the database. The sample initially included 286 households in all three countries, and the study ended with 273 households in total – an attrition rate similar to what has been observed in the past in similar Financial Diaries exercises. Households left the study due to moving from the study villages, seasonal migration, and occasionally by the prompting of the research team due to concerns about the household’s willingness to be forthcoming about important sources of income. Direct access. Rights and Permissions This work is available under the Creative Commons Attribution 3.0 Unported license (CC BY 3.0) http://creativecommons .org/licenses/by/3.0. Attribution—Cite the work as follows: Anderson, Jamie, and Wajiha Ahmed. 2016. "Smallholder Financial Diaries Datasets." Washington, D.C.: CGAP. License: Creative Commons Attribution CC BY 3.0 All queries on rights and licenses should be addressed to CGAP Publications, 1818 H Street, NW, MSN IS7-700, Washington, DC 20433 USA; e-mail: cgap@world bank.org. CGAP Smallholder Diaries_Data Set MZO Cash Flows_18 Feb 16.NSDstat Cash Flows 21163 15 Nesstar 200801 CGAP Smallholder Diaries_Data Set MZO Member Data_18 Feb 16.NSDstat Member Data 508 12 Nesstar 200801 CGAP Smallholder Diaries_Data Set MOZ Crop Tracker_02 Jun 17.NSDstat Crop Tracker Data 8127 7 Nesstar 200801 Household code 21163 0 MONEM65 122 MONEM67 197 MONEM68 374 MONEM69 144 MONEM70 236 MONEM71 177 MONEM72 199 MONEM73 161 MONEM74 150 MONEM76 133 MONEM77 118 MONEM78 134 MONEM79 170 MONEM80 123 MONEM81 95 MONEM82 105 MONEM83 204 MONEM84 138 MONEM85 129 MONEM86 260 MONEM87 113 MONEM88 117 MONEM89 168 MONEM90 306 MONEM92 137 MONEM93 119 MONEM94 270 MONEM96 222 MONEM99 50 MONKJ100 187 MONKJ33 231 MONKJ34 210 MONKJ35 177 MONKJ36 183 MONKJ37 198 MONKJ38 180 MONKJ39 203 MONKJ40 178 MONKJ41 265 MONKJ42 159 MONKJ43 174 MONKJ44 172 MONKJ45 191 MONKJ46 205 MONKJ47 214 MONKJ48 155 MONKJ49 197 MONKJ50 188 MONKJ51 194 MONKJ52 205 MONKJ53 166 MONKJ54 167 MONKJ55 192 MONKJ56 171 MONKJ58 170 MONKJ59 145 MONKJ60 222 MONKJ61 144 MONKJ62 174 MONKJ63 208 MONKJ64 189 MORMAA06 332 MORMAA15 421 MORMAA19 212 MORMAA22 207 MORMAA23 263 MORMAA27 332 MORMAA28 401 MORMAA31 271 MORMAA32 233 MORMAA97 454 MORMAA98 763 MORMDA03 249 MORMDA04 420 MORMDA10 280 MORMDA13 319 MORMDA14 156 MORMDA17 202 MORMDA20 379 MORMDA21 346 MORMDA24 249 MORMDA26 176 MORMEA01 483 MORMEA02 464 MORMEA05 298 MORMEA08 384 MORMEA09 131 MORMEA11 314 MORMEA12 258 MORMEA16 417 MORMEA18 260 MORMEA25 349 MORMEA29 255 Member ID 20220 943 3 508 Interview date and time 21163 0 Cash flow date 21163 0 1/1/2015 56 1/10/2015 30 1/11/2015 16 1/12/2015 46 1/13/2015 20 1/14/2015 22 1/15/2015 44 1/16/2015 32 1/17/2015 44 1/18/2015 33 1/19/2015 36 1/2/2015 38 1/20/2015 41 1/21/2015 50 1/22/2015 21 1/23/2015 41 1/24/2015 20 1/25/2015 33 1/26/2015 43 1/27/2015 41 1/28/2015 53 1/29/2015 40 1/3/2015 34 1/30/2015 37 1/31/2015 34 1/4/2015 32 1/5/2015 53 1/6/2015 37 1/7/2015 31 1/8/2015 23 1/9/2015 22 10/1/2014 46 10/10/2014 76 10/11/2014 37 10/12/2014 47 10/13/2014 69 10/14/2014 68 10/15/2014 78 10/16/2014 55 10/17/2014 81 10/18/2014 59 10/19/2014 58 10/2/2014 62 10/20/2014 83 10/21/2014 57 10/22/2014 68 10/23/2014 56 10/24/2014 63 10/25/2014 53 10/26/2014 74 10/27/2014 69 10/28/2014 54 10/29/2014 59 10/3/2014 62 10/30/2014 63 10/31/2014 41 10/4/2014 41 10/5/2014 48 10/6/2014 53 10/7/2014 57 10/8/2014 61 10/9/2014 56 11/1/2014 44 11/10/2014 65 11/11/2014 52 11/12/2014 53 11/13/2014 58 11/14/2014 54 11/15/2014 65 11/16/2014 59 11/17/2014 61 11/18/2014 59 11/19/2014 46 11/2/2014 43 11/20/2014 59 11/21/2014 54 11/22/2014 45 11/23/2014 45 11/24/2014 47 11/25/2014 59 11/26/2014 46 11/27/2014 46 11/28/2014 54 11/29/2014 30 11/3/2014 78 11/30/2014 53 11/4/2014 43 11/5/2014 68 11/6/2014 40 11/7/2014 54 11/8/2014 42 11/9/2014 39 12/1/2014 67 12/10/2014 56 12/11/2014 29 12/12/2014 33 12/13/2014 31 12/14/2014 38 12/15/2014 39 12/16/2014 26 12/17/2014 28 12/18/2014 28 12/19/2014 14 12/2/2014 93 12/20/2014 25 12/21/2014 13 12/22/2014 34 12/23/2014 52 12/24/2014 82 12/25/2014 58 12/26/2014 27 12/27/2014 42 12/28/2014 34 12/29/2014 63 12/3/2014 129 12/30/2014 70 12/31/2014 70 12/4/2014 110 12/5/2014 89 12/6/2014 47 12/7/2014 49 12/8/2014 76 12/9/2014 43 2/1/2015 53 2/10/2015 47 2/11/2015 52 2/12/2015 46 2/13/2015 54 2/14/2015 30 2/15/2015 59 2/16/2015 59 2/17/2015 47 2/18/2014 1 2/18/2015 53 2/19/2015 53 2/2/2015 58 2/20/2015 56 2/21/2015 47 2/22/2015 38 2/23/2015 57 2/24/2015 52 2/25/2015 66 2/26/2015 54 2/27/2015 78 2/28/2015 61 2/3/2015 50 2/4/2015 57 2/5/2015 54 2/6/2015 45 2/7/2015 52 2/8/2015 46 2/9/2015 55 3/1/2015 60 3/10/2015 82 3/11/2015 67 3/12/2015 60 3/13/2015 70 3/14/2015 64 3/15/2015 54 3/16/2015 79 3/17/2015 63 3/18/2015 79 3/19/2015 70 3/2/2015 69 3/20/2015 75 3/21/2015 71 3/22/2015 44 3/23/2015 62 3/24/2014 1 3/24/2015 63 3/25/2015 48 3/26/2015 63 3/27/2015 66 3/28/2015 58 3/29/2015 64 3/3/2015 64 3/30/2015 82 3/31/2015 57 3/4/2015 50 3/5/2015 84 3/6/2015 74 3/7/2015 58 3/8/2015 35 3/9/2015 75 4/1/2015 66 4/10/2015 77 4/11/2015 36 4/12/2015 59 4/13/2015 66 4/14/2015 47 4/15/2015 67 4/16/2015 59 4/17/2015 65 4/18/2015 40 4/19/2015 55 4/2/2015 67 4/20/2015 117 4/21/2015 100 4/22/2015 127 4/23/2015 106 4/24/2015 79 4/25/2015 88 4/26/2014 4 4/26/2015 106 4/27/2015 81 4/28/2015 61 4/29/2015 57 4/3/2015 85 4/30/2015 60 4/4/2015 78 4/5/2015 43 4/6/2015 99 4/7/2015 85 4/8/2015 56 4/9/2015 59 5/1/2015 75 5/10/2015 82 5/11/2015 72 5/12/2015 58 5/13/2015 61 5/14/2015 66 5/15/2015 70 5/16/2015 64 5/17/2015 77 5/18/2015 68 5/19/2015 53 5/2/2015 41 5/20/2015 72 5/21/2015 52 5/22/2015 50 5/23/2014 1 5/23/2015 56 5/24/2015 67 5/25/2015 64 5/26/2014 1 5/26/2015 55 5/27/2015 60 5/28/2014 1 5/28/2015 53 5/29/2015 63 5/3/2015 68 5/30/2015 52 5/31/2015 95 5/4/2015 71 5/5/2015 73 5/6/2014 3 5/6/2015 60 5/7/2015 63 5/8/2015 66 5/9/2015 57 6/1/2015 75 6/10/2014 2 6/10/2015 80 6/11/2015 52 6/12/2015 47 6/13/2014 1 6/13/2015 58 6/14/2015 72 6/15/2014 1 6/15/2015 79 6/16/2014 1 6/16/2015 89 6/17/2014 2 6/17/2015 90 6/18/2014 1 6/18/2015 68 6/19/2014 1 6/19/2015 72 6/2/2015 41 6/20/2014 1 6/20/2015 39 6/21/2015 29 6/22/2015 49 6/23/2014 19 6/23/2015 71 6/24/2014 12 6/24/2015 61 6/25/2015 47 6/26/2014 25 6/26/2015 40 6/27/2014 13 6/27/2015 40 6/28/2014 6 6/28/2015 18 6/29/2014 3 6/29/2015 65 6/3/2015 58 6/30/2014 7 6/30/2015 15 6/4/2015 52 6/5/2015 64 6/6/2014 1 6/6/2015 39 6/7/2015 34 6/8/2015 50 6/9/2015 48 7/1/2014 29 7/10/2014 78 7/11/2014 77 7/12/2014 75 7/13/2014 60 7/14/2014 59 7/15/2014 70 7/16/2014 64 7/17/2014 56 7/18/2014 69 7/19/2014 68 7/2/2014 17 7/20/2014 73 7/21/2014 47 7/22/2014 47 7/23/2014 44 7/24/2014 44 7/25/2014 52 7/26/2014 41 7/27/2014 73 7/28/2014 73 7/29/2014 52 7/3/2014 28 7/30/2014 55 7/31/2014 67 7/4/2014 39 7/5/2014 63 7/6/2014 35 7/7/2014 72 7/7/2015 1 7/8/2014 61 7/9/2014 67 8/1/2014 62 8/10/2014 63 8/11/2014 97 8/12/2014 76 8/13/2014 83 8/14/2014 85 8/15/2014 113 8/16/2014 80 8/17/2014 68 8/18/2014 91 8/19/2014 70 8/2/2014 41 8/20/2014 85 8/21/2014 65 8/22/2014 60 8/23/2014 46 8/24/2014 51 8/25/2014 76 8/26/2014 63 8/27/2014 69 8/28/2014 56 8/29/2014 60 8/3/2014 50 8/30/2014 50 8/31/2014 67 8/4/2014 71 8/5/2014 85 8/6/2014 56 8/7/2014 70 8/8/2014 71 8/9/2014 69 9/1/2014 75 9/10/2014 72 9/11/2014 44 9/12/2014 58 9/13/2014 54 9/14/2014 58 9/15/2014 82 9/16/2014 49 9/17/2014 51 9/18/2014 61 9/19/2014 55 9/2/2014 48 9/20/2014 70 9/21/2014 39 9/22/2014 67 9/23/2014 65 9/24/2014 67 9/25/2014 60 9/26/2014 60 9/27/2014 40 9/28/2014 58 9/29/2014 77 9/3/2014 59 9/30/2014 82 9/4/2014 49 9/5/2014 57 9/6/2014 36 9/7/2014 38 9/8/2014 52 9/9/2014 48 Account name 6821 0 AGRI01 133 AGRI02 98 AGRI03 73 AGRI04 47 AGRI05 51 AGRI06 58 AGRI07 49 AGRI08 23 AGRI09 23 AGRI10 16 AGRI11 14 AGRI12 14 AGRI13 10 AGRI14 2 AGRI16 2 AGRI27 1 AMG01 15 ASCA01 68 BCA01 64 BCA02 10 BFIG01 17 BL01 4 BRA01 2 CI01 554 CI02 150 CI03 45 CI04 16 CI05 12 CI06 7 CI07 2 CRG01 100 CRG02 51 CRG03 11 CRG04 3 CRG05 3 CRG06 3 CRG07 3 CRG08 3 CRG09 4 CRG10 3 CRG11 3 CRG12 3 CRG13 3 CRG14 3 CRLS01 83 CRLS02 22 CRLS03 8 CRLS04 6 CRLS05 7 HPUR01 2 LA01 10 MORT01 2 NEINCG01 41 NEINCG02 3 OI01 265 OI02 9 OOB01 206 OOB02 53 OOB03 22 OOB04 7 OOB05 3 OOB06 3 OOL01 126 OOL02 23 OOL03 15 OOL04 8 OOL05 3 OOL06 4 OOL07 7 OOL09 4 OOL10 2 PRIV01 22 PW01 14 REI01 24 RG01 192 RG02 68 RG03 46 RG04 22 RG05 8 RG06 3 RG07 2 RI01 10 ROSCA01 108 ROSCA02 4 RR01 238 RR02 66 RR03 35 RR04 29 RR05 15 RR06 16 RR07 8 RR08 3 RR09 1 RR10 1 RR11 1 SEI01 1543 SEI02 387 SEI03 96 SEI04 78 SEI05 29 SIH01 910 SIH02 72 SIH03 1 SUPCR01 3 UMG01 18 UMG02 4 WAD01 6 WAR01 18 Root category 21163 0 Cash 887 Financial 2198 Operational Expenses 12674 Operational Income 4649 Physical Asset 755 Cash flow category 21163 0 Accessories: bags, belts, jewelry 13 Act as Moneyguard 15 Agricultural Income 621 Alcohol purchased (either in home or at pub) 362 Batteries 90 Bed Nets 3 52 Bicycle 11 Blankets, sheets, and other linens 57 43 Books, notebooks, pens, etc. 84 Borrowing from an Informal Group 17 Building labor 69 Building materials (bricks, cement, roofing sheets) 94 Cash lost , stolen, missing 53 Cash on hand now 834 Casual employment 789 Cell phone charging, all other charging, pay to use another phone 45 Cell phone, smart phone 34 74 Chicken and other poultry 112 Cigarettes and smoking supplies 1033 Clothes and shoes 756 Coffin, burial service for household members 19 53 Contributions to community police or neighborhood association 5 Credit Given to Clients 196 Crops storage- detached from the house 1 DVD players, VCRs, or digital video recorders 1 DVDs, video games 2 Diapers and other baby supplies 59 Dining room and kitchen furniture 47 Donations to a house of worship, or to a charity 220 Electric fan 1 Electricity, phone charging 416 Farming tool 50 Farmland 5 Fees for permits, licenses, etc. 5 Food from restaurants, take aways, delivery, street food 386 Friends and Family: Borrowing 296 Friends and Family: Lending 192 Gas (for cooking), paraffin, charcoal, etc. 89 Goats 7 Groceries/food to be eaten at home (include baby food) 6128 Hire Purchase 2 Individual Loan from Institution 4 Informal Credit at a Store 126 Informal payments (protection money, etc.) 4 Keeping Money (Cash) at Home 983 Land or plot (no building on it) 11 Lantern 5 Layaway 10 Local cows 1 Long-Term Investment Account 2 Matches 93 Medical services (clinics, hospitals, dispensaries) 117 Medicines 291 Milling 159 Mortgage 2 Motorcycle 5 Non-employment income 44 Other appliances 12 Other education-related expenses (room, board, lunches, pocket money) 10 Other entertainment 13 Other furniture 10 Other income generating activity 274 Other livestock 4 Othertools or equipment 1 Outdoor furniture 2 Pawning 14 Penalties, fines, fees (including parking tickets) 1 Personal care services (saloon, hair, barber, etc.) 142 Petrol and oil 156 Pigs 1 Pre-paid phone credit and data bundles 619 Private investment in someone else\s business" 22 Purchase of gifts 9 Radio 37 Recreation, trips, outings, special events, religious events 3 Recreational drugs (like marijuana, cocaine, etc) 1 Refrigerator/ freezer 1 Regular employment 24 Rent 3 Rental Income 10 Resources given outside the household 341 Resources received from outside the household 413 Rickshaws, buses, other public transport 562 Saving in a Rotating Savings Group 112 Saving in an ASCA 82 18 Self-employment 2133 Soap, laundry soap, dish soap 436 Stereos, speakers 1 Stove 2 Supplier Credit 3 Taxes 11 Television 2 Toys and games 3 Traditional healers 66 Use Moneyguard 22 Utensils 130 Vehicle, bicycle, rickshaw maintenance and repairs 120 Wage Advance from Employer 6 Wage or Rental Arrears owed TO respondents 18 Water (for drinking, washing, bathing) 13 Water tanks 2 Cash flow type 21163 0 1. Agricultural Revenues (Sales) 503 1. All gross wages, bonuses, comissions 24 1. Income 274 1. Income from rental 10 1. Income received 44 1. Income, wages, tips, comissions 789 1. Purchase 697 1. Revenue or Sales 1817 1. Starting balance (today) 492 2. Accepting new deposits 1 2. Deposits 425 2. Deposits--Contributions 62 2. Labour (workers on fields) 102 2. New borrowing 34 2. New contribution or deposit 6 2. New investments into business 3 2. New lending 14 2. New purchases on credit 7 2. New sales on credit 27 2. Sale 57 2. Wages and benefits paid to workers 4 3. Arrears paid to respondent 5 3. Expenses (Seed, fertilizer, etc...) 16 3. Payments 134 3. Providing withdrawals 3 3. Repayments 138 3. Stock purchases 312 3. Taking good 1 3. Withdrawal or sales of investment 6 3. Withdrawals 407 3. Withdrawals, transfers, debits 32 3. Withdrawals--payout of fund to you 20 4. Closing Balance--End of last DQ 5 4. Interest accruing 2 4. Loss,give away, theft, death, etc. 1 4. Money lost, missing, stolen 3 5. Closing Balance--End of last DQ 96 6. Closing Balance--End of last DQ 61 6. Money lost, missing, stolen 1 7. Closing Balance--End of last DQ 213 Cash lost, stolen, or otherwise missing 53 Cash on hand now (end of period) 834 Payments 2059 Payments & Purchases 3 Payments (aside from payroll deductions) 11 Payments and purchases 10 Purchases 10578 Purchases & Payments 13 Resources given 341 Resources received 413 Cash flow direction 20283 0 In 4576 Out 15707 Balance sheet direction 2578 0 Decrease 808 Increase 1770 Agricultural production type 612 0 01=Maize 19 02=Cassava 52 03=Beans or grams 84 04=Fruits (ex: mango, pineapple, banana, papaya, others) 69 05=Vegetables (ex: tomato, onion, sukuma, sweet potato, potato, etc.) 193 06=Rice 49 07=Cashew 4 09= Sorghum 4 10 = Sugar cane 9 12= Peanut 127 13= Sesame 1 18=Broilers or fish from fish pond/fish farming 1 Transaction value 21163 0 -600 63900 Cash flow mode 21163 0 01=Cash 18993 02=Cheque or money order 8 03=Purchase on credit/arrears 6 04=Bank transfer 3 05=Direct deposit or transfer into bank 5 06=Debit card 2 09=Layaway 2 10=In-kind (trade, good, service--NOT MONEY) 394 15=STARTING BALANCE 459 16=CLOSING BALANCE 385 \N 906 Units of good or service if in kind 419 0.25 1 0.5 de Tabaco 1 0.5 de cebola 1 0.5 kg de peixe 1 0.5 kg de peixe carrapau 1 0.5kg de amendoim e 0.5kg de batata 1 0.5kg de arroz e oleo de 5mts 1 0.5kg de milho 1 0.5kg de peixe e oleo 1 0.5kg de tomate 1 1 barra de sabao 2 1 barra de saobao 1 1 capulana 1 1 de peixe seco 1 1 galinha, meia barra de sabao e oleo. 1 1 kg de acucar 4 1 kg de amendoim 2 1 kg de arroz 1 1 kg de feijao 2 1 kg de feijao manteiga 1 1 kg de feijao nhemba 1 1 kg de feojao 1 1 kg de peixe seco 1 1 kg feijao 1 1 lata de amendoim, 2 pares de meas, 2 rebucados, 1 camisa e 1 chaveiro 1 1 lata de mandioca 1 1 lata de milho 1 1 motorizada 1 1 papaia 1 1 perfume 1 1 saco de arroz 2 1 saco de arroz 25 kg . 1 1 saco de arroz de 25 kg 1 1.5 de feijao 1 1.5 de feijao nhemba 1 1.5 kg de amendoim 1 1.5 kg de feijao 1 1.5kg de feijao 1 10 3 10 Patos 1 10 kg de amendoim 4 10 kg de amendoim descascado 1 10 kg de arroz 1 10 kg de farinha celeste 1 10 kg de feijao 1 10 kg de mandioca 2 10 kg de mandioca seca 4 10 kg de milho 4 10kg de abobura 1 10kg de amendoim 1 10kg de arroz 2 10kg de banana e 2kg de mandioca 1 10kg de farinha de mandioca 1 10kg de farinha de milho 2 10kg de farinha de milho, 25 kg de farinha de mandioca, 10kg de feijao nhemba. 1 10kg de mandioca 3 10kg de mandioca seca 3 10kg de mandoca 1 10kg de milho 2 12kg de farinha, 3kg de feijao manteiga, 3 litros de oleo, 3kg de acucar e 3 barras de sabao, 1 12kg de feijao, 3 barras de sabao, 3kg de acucar, 2litros de oleo da cozinha e 14 kg de farinha celeste 1 12kg de feijao, 6kg de arroz, 18kg de farinha de milho, 3kg de acucar, 3 barras de sabao, 3 litros de oleo, 2kg de sal. 1 132kg de mandioca 1 14kg de farinha de milho e 12kg de feijao 1 15 kg de mandioca seca 1 15 kg de milho 1 15Kg de farinha celeste, 6kg de feijao manteiga, 3 barras de sabao, 3 litros de oleo, 3kg de acucar, 3kg de sal. 1 15kg de amendoim 1 18.5kg 1 18kg de farinha celeste, 12kg de feijao, 3barras de sabao, 3 litros de oleo, 3 kg de acucar e 2kg de sal. 1 18kg de farinha de milho, 3 barras de sabao, 6kgs de arroz, 2kg de sal 1 18kg de milho 1 1galinha, 1kg de feijao, velas, farinha de milho. 1 1kg 1 1kg de Milho 1 1kg de abobura 2 1kg de acucar 1 1kg de amendoim 6 1kg de amendom 2 1kg de banana 1 1kg de farinha de mandioca 1 1kg de feijao 5 1kg de fejao 1 1kg de gergelim 1 1kg de horticulas 1 1kg de mandioca 3 1kg de mapira 1 1kg de mlho 1 1kg de peixe seco 1 1kg e 2 barras de sabao 1 1litro de oleo da cosinha 1 1telefone 1 2 3 2 kg de Milho 1 2 kg de amendoi descascado 1 2 kg de amendoim 4 2 kg de arroz 4 2 kg de castanha de caju 1 2 kg de feijao 4 2 kg de feijao juco 1 2 kg de feijao nhemba 3 2 kg de peixe seco 2 2 kg de sal 1 2 kg farinha de milho 1 2 pacotes de massas 1 2 pacotes de massas esparguete 1 2 saco de cimento 1 2.5 kg de feijao 1 2.5kg de amendoim 2 20 1 20 kg de Farinha celeste, peixe e 2kg de acucar 1 20 ramas de mandioca 1 200kg de mandioca 1 20kg de amendoim 3 20kg de arroz 1 20kg de farinha celeste 1 20kg de mandioca 4 20kg de mandioca seca 1 20kg de milho 3 20kg de peixe seco 1 20l de bebida 1 25 kg Arroz 1 25kg de arroz 1 25kg de batata 2 2kg de acucar 1 2kg de amendoim 9 2kg de amendom 1 2kg de arroz 1 2kg de açucar 1 2kg de batata 1 2kg de farinha de mandioca 1 2kg de farinha de milho 2 2kg de feijao 13 2kg de feijao e 1kg de mapira 1 2kg de feijao nhemba 2 2kg de fejao 3 2kg de horticulas 1 2kg de mandioca 3 2kg de mandioca fresca 1 2kg de milho 1 2kg de peixe 1 2kg de peixe fresco 1 2kg de peixe seco 1 2kg de tomate e 1kg de cebola 1 2kg e feijao 1 2metros de tecido 1 3 cocos 1 3 kg Amendoim 1 3 kg de acucar 1 3 kg de amendoim 3 3 kg de amendoim fresco 1 3 kg de arroz 2 3 kg de farinha de milho 1 3 kg de feijao 1 3 kg de feijao cute 1 3 kg de feijao nhemba 1 3 kg de mandioca 1 3 kg de mandioca seca 2 3 kg deamendoim 1 3 kg deb amendoim 1 3 latas de arroz e 1 lata de mandioca 1 30kg de mandioca seca 1 3kg de Amendoim 1 3kg de amendoim 10 3kg de açucar 1 3kg de bringela 1 3kg de castanha de caju 1 3kg de farinha de milho 4 3kg de feijao 4 3kg de mandioca 3 3kg de milho 1 3kg de mlho 2 3kg de peixe 1 3kg de peixe seco 3 3kg e amendoim 1 3kg fe feijao e 2kg de amendoim 1 4 1 4 kg de amendoim em casca 1 4 kg de amendpim 1 4 kg de amndoim seco 1 4 kg de arroz 1 4 kg de arroz em casca 1 4 molhos de capim 1 4 pacotes de esparguete 1 4.5 1 40 1 40kg de mandioca seca 2 4Kg de amendoim 1 4kg de amendoim 1 4kg de arroz 2 4kg de farinha de milho 1 4kg de horticulas 1 4kg de mandioca 4 4kg de mandioca seca 1 4kg e arroz 1 5 L de oleo 2 5 carteiras de comprimidos 1 5 kg de amendoim 2 5 kg de amendoim. 1 5 kg de feijao 5 5 kg de feijao nhemba 1 5 kg de mandioca seca 5 5 kg de milho 1 5 kg de tomate 1 5 litro de oleo 1 5 pacotes de massas esparguete 1 50 2 50 kg de mandioca seca 1 50kg de mandioca 3 50kg de mandioca seca 1 5kg de amendoim 8 5kg de amendoim e 5kg de mandioca seca 1 5kg de arroz 3 5kg de batata 2 5kg de farinha celeste 1 5kg de farinha de milho 1 5kg de feijao 2 5kg de mandioca 8 5kg de milho 2 5kg e amendoim 1 5pacotinhos de OMO e uma barra de Sabao 1 6 kg de amendoim 1 6 kg de mandioca seca 2 67kg de mandioca 2 6kg de amendoim 1 6kg de peixe 2 7 kg de amendoim 3 7kg de mandioca 1 8 kg de amendoim 1 8 kg de mandioca seca 1 8kg de amendom 1 8kg de farinha de milho 1 8kg de milho 1 Contribuiu 1kg de acucar 1 Fez troca com feijao ervilha 5kg 1 Fez troca com mandioca seca 8kg, trocando com peixe 1 Meia barra de sabao 1 O fereceu uma galinha 1 Ofereceu 10kgs de farinha celeste 1 Pagou por 3 galinhas 1 Papaia 1 Peixe 2 Recebeu 1.5kg de arroz com a irma 1 Terreno 2 Transportou agua para a pessoa que lhe penhoravam capulana 1 Troca com duas galinhas 1 Troca por uma galinha 1 Um telefone 1 Uma caisete 1 Uma capulana e duas camissetes 1 Uma galinha 1 Uma garrafa de Enika 1 Uma garrafa de cerveja e um vinho 1 ofereceu na igreja duas galinhas 1 peixe 3 uma Bicicleta 1 uma antena de televisor 1 uma barra de sabao 1 uma galinha 3 Transaction value if in kind 441 0 10 14 100 21 1000 2 1030 1 105 1 116 1 12 6 120 13 1200 1 125 8 130 2 140 3 1460 1 1480 1 15 19 150 11 160 2 1650 1 1680 1 170 1 17200 1 175 1 180 2 195 1 2.5 1 20 35 200 20 20000 1 225 2 230 1 24 6 240 4 2400 1 25 5 250 6 268 2 270 1 28 1 30 25 300 11 320 1 35 2 350 1 36 1 360 1 37.5 2 370 1 40 21 400 3 45 18 450 1 48 3 50 26 500 6 525 1 528 1 550 2 57.5 1 570 1 60 29 600 6 62.5 6 625 2 64 1 650 1 7.5 1 70 4 700 1 72 2 720 1 75 17 750 3 770 1 80 6 820 1 84 1 90 6 945 1 \N 21 Member ID 508 0 1 508 Household code 508 0 MONEM65 7 MONEM67 4 MONEM68 4 MONEM69 5 MONEM70 3 MONEM71 7 MONEM72 5 MONEM73 5 MONEM74 5 MONEM76 9 MONEM77 6 MONEM78 4 MONEM79 4 MONEM80 5 MONEM81 8 MONEM82 5 MONEM83 4 MONEM84 7 MONEM85 5 MONEM86 5 MONEM87 4 MONEM88 3 MONEM89 7 MONEM90 3 MONEM92 2 MONEM93 5 MONEM94 3 MONEM96 3 MONEM99 3 MONKJ100 8 MONKJ33 5 MONKJ34 6 MONKJ35 3 MONKJ36 9 MONKJ37 1 MONKJ38 5 MONKJ39 6 MONKJ40 3 MONKJ41 2 MONKJ42 2 MONKJ43 4 MONKJ44 9 MONKJ45 5 MONKJ46 6 MONKJ47 7 MONKJ48 5 MONKJ49 4 MONKJ50 6 MONKJ51 4 MONKJ52 3 MONKJ53 5 MONKJ54 8 MONKJ55 9 MONKJ56 5 MONKJ58 3 MONKJ59 2 MONKJ60 8 MONKJ61 4 MONKJ62 6 MONKJ63 6 MONKJ64 8 MORMAA06 6 MORMAA15 10 MORMAA19 14 MORMAA22 6 MORMAA23 10 MORMAA27 8 MORMAA28 4 MORMAA31 7 MORMAA32 2 MORMAA97 4 MORMAA98 4 MORMDA03 9 MORMDA04 7 MORMDA10 7 MORMDA13 4 MORMDA14 6 MORMDA17 5 MORMDA20 8 MORMDA21 6 MORMDA24 5 MORMDA26 1 MORMEA01 8 MORMEA02 4 MORMEA05 7 MORMEA08 7 MORMEA09 10 MORMEA11 4 MORMEA12 6 MORMEA16 4 MORMEA18 6 MORMEA25 11 MORMEA29 1 Member age 508 0 0 73 Member gender 508 0 1 male 256 2 female 252 Marital status 236 272 1 Married 15 2 Separated 2 3 Divorced 9 4 Widowed 6 5 Living with partner(unmarried) 151 6 Single 53 Sysmiss 272 Currently enrolled in school 508 0 0 no 375 1 yes 133 Level of school where currently enrolled 133 375 2 Adult education 2 3 Not completed primary EP1(1-5) 1 4 Primary EP1(1-5) 101 5 Primary EP2(6-7) 16 6 Secondary ESG1(8-10) 11 7 Secondary ESG2(11-12) 2 Sysmiss 375 Highest educational attainment 496 12 0 Not studied 167 1 1a Classe 49 2 2a Classe 54 3 3a Classe 62 4 4a Classe 32 5 5a Classe 28 6 6a Classe 27 7 7a Classe 32 8 8a Classe 11 9 9a Classe 3 10 10a Classe 4 11 11a Classe 1 12 12a Classe 1 13 Adult education 5 14 Not completed primary EP1 (1-5) 7 15 Escolinha 10 16 Nao tem idade para estudar. 2 17 Higher Education (College) 1 Sysmiss 12 Native language 506 2 0 Does not speak yet (child) 31 1 Makhuwa 462 2 Shuabo 2 3 Nhandja 1 4 Lomué 2 5 Macondi 5 6 Other 3 Sysmiss 2 Can read 505 3 0 no 393 1 yes 112 Sysmiss 3 Can write 505 3 0 no 380 1 yes 125 Sysmiss 3 Can speak Portuguese 505 3 0 no 302 1 yes 203 Sysmiss 3 Household Code 8127 0 MONEM65 98 MONEM67 83 MONEM68 78 MONEM69 56 MONEM70 84 MONEM71 68 MONEM72 93 MONEM73 62 MONEM74 151 MONEM76 57 MONEM77 45 MONEM78 127 MONEM79 96 MONEM80 68 MONEM81 58 MONEM82 71 MONEM83 90 MONEM84 83 MONEM85 94 MONEM86 35 MONEM87 91 MONEM88 115 MONEM89 118 MONEM90 118 MONEM92 116 MONEM93 55 MONEM94 99 MONEM96 87 MONEM99 57 MONKJ100 102 MONKJ33 182 MONKJ34 154 MONKJ35 80 MONKJ36 142 MONKJ37 126 MONKJ38 97 MONKJ39 130 MONKJ40 88 MONKJ41 179 MONKJ42 90 MONKJ43 107 MONKJ44 90 MONKJ45 86 MONKJ46 119 MONKJ47 114 MONKJ48 106 MONKJ49 79 MONKJ50 100 MONKJ51 87 MONKJ52 110 MONKJ53 82 MONKJ54 81 MONKJ55 113 MONKJ56 85 MONKJ58 97 MONKJ59 81 MONKJ60 121 MONKJ61 78 MONKJ62 104 MONKJ63 95 MONKJ64 77 MORMAA06 120 MORMAA15 53 MORMAA19 67 MORMAA22 72 MORMAA23 55 MORMAA27 37 MORMAA28 66 MORMAA31 101 MORMAA32 65 MORMAA97 100 MORMAA98 53 MORMDA03 78 MORMDA04 151 MORMDA10 76 MORMDA13 107 MORMDA14 47 MORMDA17 36 MORMDA20 137 MORMDA21 58 MORMDA24 22 MORMDA26 37 MORMEA01 70 MORMEA02 85 MORMEA05 70 MORMEA08 138 MORMEA09 30 MORMEA11 68 MORMEA12 65 MORMEA16 63 MORMEA18 41 MORMEA25 56 MORMEA29 68 Interview Date 8127 2014-05-20 2015-06-30 2014-05-20 14 2014-05-21 24 2014-05-22 24 2014-05-23 13 2014-05-26 20 2014-05-27 21 2014-05-28 15 2014-05-29 14 2014-05-30 23 2014-05-31 9 2014-06-02 10 2014-06-03 8 2014-06-04 3 2014-06-05 1 2014-06-12 2 2014-06-20 1 2014-06-21 4 2014-06-23 3 2014-07-05 1 2014-07-07 12 2014-07-08 17 2014-07-09 16 2014-07-10 29 2014-07-11 22 2014-07-12 30 2014-07-14 41 2014-07-15 60 2014-07-16 61 2014-07-17 66 2014-07-18 49 2014-07-19 21 2014-07-21 60 2014-07-22 34 2014-07-23 40 2014-07-24 24 2014-07-25 14 2014-07-26 45 2014-07-28 21 2014-07-29 34 2014-07-30 41 2014-07-31 46 2014-08-01 24 2014-08-04 31 2014-08-05 17 2014-08-06 28 2014-08-07 19 2014-08-08 22 2014-08-09 19 2014-08-11 37 2014-08-12 40 2014-08-13 34 2014-08-14 54 2014-08-15 25 2014-08-18 15 2014-08-19 48 2014-08-20 36 2014-08-21 29 2014-08-22 13 2014-08-25 39 2014-08-26 34 2014-08-27 52 2014-08-28 53 2014-08-29 19 2014-08-30 5 2014-08-31 16 2014-09-01 42 2014-09-02 27 2014-09-03 46 2014-09-04 25 2014-09-05 11 2014-09-08 22 2014-09-09 32 2014-09-10 28 2014-09-11 52 2014-09-12 29 2014-09-15 76 2014-09-16 8 2014-09-17 12 2014-09-18 14 2014-09-19 40 2014-09-20 8 2014-09-22 41 2014-09-23 55 2014-09-24 50 2014-09-25 7 2014-09-26 9 2014-09-29 57 2014-09-30 51 2014-10-01 21 2014-10-02 22 2014-10-03 21 2014-10-06 36 2014-10-07 52 2014-10-08 40 2014-10-09 35 2014-10-10 13 2014-10-13 48 2014-10-14 33 2014-10-17 22 2014-10-18 10 2014-10-20 40 2014-10-21 39 2014-10-22 28 2014-10-23 43 2014-10-27 38 2014-10-28 20 2014-10-29 40 2014-10-30 49 2014-10-31 6 2014-11-03 47 2014-11-04 38 2014-11-05 42 2014-11-06 36 2014-11-07 32 2014-11-08 13 2014-11-10 8 2014-11-11 27 2014-11-12 29 2014-11-13 50 2014-11-14 18 2014-11-17 49 2014-11-18 26 2014-11-20 39 2014-11-21 46 2014-11-24 36 2014-11-25 45 2014-11-26 38 2014-11-27 22 2014-11-28 22 2014-11-29 6 2014-12-02 16 2014-12-03 22 2014-12-04 42 2014-12-05 42 2014-12-07 17 2014-12-08 76 2014-12-09 22 2014-12-10 53 2014-12-11 21 2014-12-12 36 2014-12-15 7 2014-12-16 14 2014-12-17 29 2014-12-18 33 2014-12-19 31 2014-12-20 3 2015-01-05 53 2015-01-06 47 2015-01-07 47 2015-01-08 27 2015-01-09 30 2015-01-10 27 2015-01-12 27 2015-01-13 12 2015-01-15 23 2015-01-16 19 2015-01-19 26 2015-01-21 35 2015-01-22 4 2015-01-23 23 2015-01-27 11 2015-01-28 10 2015-01-29 16 2015-01-30 14 2015-02-02 23 2015-02-04 23 2015-02-05 32 2015-02-06 16 2015-02-07 11 2015-02-09 37 2015-02-10 41 2015-02-11 25 2015-02-12 19 2015-02-13 2 2015-02-16 24 2015-02-17 11 2015-02-18 35 2015-02-19 8 2015-02-20 15 2015-02-21 8 2015-02-23 24 2015-02-24 22 2015-02-25 23 2015-02-27 4 2015-02-28 10 2015-03-02 25 2015-03-03 22 2015-03-04 14 2015-03-05 28 2015-03-09 42 2015-03-10 19 2015-03-11 31 2015-03-12 21 2015-03-13 5 2015-03-14 11 2015-03-16 21 2015-03-17 9 2015-03-18 24 2015-03-19 15 2015-03-20 26 2015-03-21 9 2015-03-22 20 2015-03-23 25 2015-03-24 30 2015-03-25 25 2015-03-26 25 2015-03-27 16 2015-03-29 10 2015-03-30 26 2015-03-31 20 2015-04-01 28 2015-04-02 8 2015-04-04 81 2015-04-06 38 2015-04-08 43 2015-04-09 29 2015-04-10 24 2015-04-11 33 2015-04-13 47 2015-04-14 54 2015-04-15 45 2015-04-16 33 2015-04-17 26 2015-04-20 47 2015-04-21 12 2015-04-22 23 2015-04-24 41 2015-04-25 19 2015-04-27 46 2015-04-28 64 2015-04-29 34 2015-04-30 12 2015-05-04 53 2015-05-05 44 2015-05-06 30 2015-05-07 34 2015-05-08 36 2015-05-09 24 2015-05-11 35 2015-05-12 35 2015-05-13 55 2015-05-14 33 2015-05-15 19 2015-05-17 17 2015-05-18 56 2015-05-19 30 2015-05-20 29 2015-05-21 58 2015-05-22 61 2015-05-23 19 2015-05-25 39 2015-05-26 57 2015-05-27 43 2015-05-28 64 2015-05-29 17 2015-06-02 43 2015-06-03 55 2015-06-04 37 2015-06-05 43 2015-06-06 6 2015-06-11 28 2015-06-12 65 2015-06-13 29 2015-06-15 40 2015-06-16 76 2015-06-17 45 2015-06-18 29 2015-06-19 45 2015-06-22 26 2015-06-23 18 2015-06-24 28 2015-06-25 25 2015-06-26 43 2015-06-27 30 2015-06-28 24 2015-06-29 68 2015-06-30 33 Crop name 8127 0 CROP01 (Amendoim) 306 CROP01 (Arroz) 24 CROP01 (Feijao) 37 CROP01 (Fejao) 5 CROP01 (Mandioca) 1220 CROP01 (Mandiooca) 25 CROP01 (Mandooca) 33 CROP01 (Milho) 364 CROP02 (Amandoim) 27 CROP02 (Amendoim) 1191 CROP02 (Arroz) 56 CROP02 (Batata doce) 8 CROP02 (Feijao) 121 CROP02 (Feijoes) 38 CROP02 (Mandioca) 525 CROP02 (Mapira) 25 CROP02 (Milho) 40 CROP02 (mandioca) 1 CROP03 (Amendoim) 428 CROP03 (Arroz) 261 CROP03 (Banana) 30 CROP03 (Batata doce) 10 CROP03 (Batata) 16 CROP03 (Batata-doce) 15 CROP03 (Feijao Ervilha) 12 CROP03 (Feijao boer) 17 CROP03 (Feijao juco) 23 CROP03 (Feijao verde) 3 CROP03 (Feijao) 277 CROP03 (Feijoes) 328 CROP03 (Gergelim) 16 CROP03 (Mandioca) 151 CROP03 (Mapira) 3 CROP03 (Milho) 37 CROP03 (Tomate) 10 CROP03 (feijao) 2 CROP04 (Abobura) 4 CROP04 (Amendoim) 144 CROP04 (Arroz) 102 CROP04 (Bata-doce) 22 CROP04 (Batata doce) 15 CROP04 (Batata-doce) 17 CROP04 (Caju) 8 CROP04 (Cana-de-acucar) 8 CROP04 (Couve) 2 CROP04 (Feijao) 115 CROP04 (Feijaoes) 23 CROP04 (Feijoes) 434 CROP04 (Fejao) 8 CROP04 (Horticulas) 13 CROP04 (Mandioca) 125 CROP04 (Mapira) 20 CROP04 (Milho) 93 CROP04 (Tomate) 5 CROP05 (Abobura) 6 CROP05 (Amendoim) 75 CROP05 (Arroz) 42 CROP05 (Banana) 55 CROP05 (Bata-doce) 25 CROP05 (Batata) 15 CROP05 (Batata-doce) 6 CROP05 (Caju) 23 CROP05 (Cana-de-acucar) 2 CROP05 (Couve) 4 CROP05 (Feijao nhemba) 16 CROP05 (Feijao) 82 CROP05 (Feijoes) 87 CROP05 (Gergelim) 3 CROP05 (Horticulas) 12 CROP05 (Mandioca) 43 CROP05 (Mapira) 11 CROP05 (Milho) 76 CROP05 (Pipino) 2 CROP05 (Tomate) 31 CROP06 (Abobura) 13 CROP06 (Arroz) 4 CROP06 (Banana) 34 CROP06 (Batata doce) 6 CROP06 (Caju) 7 CROP06 (Cajú) 2 CROP06 (Cana-de-Acucar) 13 CROP06 (Castanha de caju) 3 CROP06 (Feijao) 50 CROP06 (Feijoes) 14 CROP06 (Mapira) 14 CROP06 (Milho) 31 CROP06 (Papaia) 2 CROP06 (Tomate) 53 CROP06 (batata) 5 CROP07 (Arroz) 15 CROP07 (Banana) 15 CROP07 (Batata-doce) 18 CROP07 (Bringela) 9 CROP07 (Cana-de acucar) 6 CROP07 (Cana-de-acucar) 18 CROP07 (Couve) 7 CROP07 (Feijao verde) 2 CROP07 (Feijao) 5 CROP07 (Goabeira) 4 CROP07 (Mapira) 1 CROP07 (Pipino) 15 CROP07 (Tomate) 30 CROP08 (Abobura) 6 CROP08 (Ananas) 8 CROP08 (Banana) 25 CROP08 (Batata-doce) 8 CROP08 (Cenoura) 4 CROP08 (Couve) 22 CROP08 (Feijao Manteiga) 4 CROP08 (Feijao jugo) 4 CROP08 (Horticulas) 19 CROP08 (Pimento) 4 CROP08 (Pipino) 2 CROP08 (Repolho) 6 CROP08 (Tomate) 6 CROP09 (Batata-doce) 4 CROP09 (Cenoura) 2 CROP09 (Couve) 2 CROP09 (Gergelim) 2 CROP09 (Papaia) 16 CROP09 (Quiabo) 19 CROP09 (Repolho) 2 CROP10 (Batata doce) 4 CROP10 (Cebola) 2 CROP10 (Cenoura) 4 CROP10 (Laranja) 2 CROP10 (Pimento) 6 CROP10 (Pipino) 6 CROP10 (Quiabo) 20 CROP11 (Alface) 4 CROP11 (Couve) 11 CROP12 (Banana) 2 CROP12 (Batata doce) 6 CROP12 (Melancia) 4 CROP12 (Tomate) 11 CROP13 (Alface) 2 CROP13 (Manga) 2 CROP14 (Espinafre) 15 CROP14 (Piri-piri) 2 CROP15 (Feijao verde) 2 CROP15 (Mexoeira) 2 Crop type 8127 0 1 12 1 Beans or grams 1714 2 Cashew 41 3 Cassava 2131 4 Fruits 197 5 Maize 641 6 Millet 2 7 Peanut 2174 8 Rice 497 9 Sesame 21 10 Sorghum 70 11 Sugar cane 40 12 Vegetables 599 Type of transaction 8127 0 1 6 1 consumption 5016 2 given away 455 3 initial store 248 4 loss 221 5 new harvest 1724 6 sale 463 Quantity 8127 0 0.25 750 Value 8127 0 2.5 12000