YEM_2022_YMPS-R1_v01_M DDI_YEM_2022_YMPS-R1_v01_M_WB Development Data Group 2023-09-07 Python 3 Mobile Phone Survey Monitoring Round I, 2022 Monitoring Food Insecurity and Employment in Yemen YMPS 2022 R1 YEM_2022_YMPS-R1_v01_M Alia Aghajanian Romeo Gansey Joint Data Center on Forced Displacement (World Bank and UNHCR) Forced Displacement Alia Aghajanian Poverty Reduction and Policy Management Network (PREM) Other Household Survey [hh/oth] This is the first round of a series of mobile phone surveys v2.1: Edited, anonymous dataset for public distribution. Yemen All governorates of Yemen except for Socotra islands Alia Aghajanian 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. ymps_2022_r1 Dataset for Yemen Mobile Phone Survey Monitoring Round I, 2022 1297 91 World Bank Identifier 1297 0 Weight - Population 1297 0 2876.208251953125 53236.421875 Weight - Household 1297 0 562.1571655273438 14053.9296875 The area you live is a city w/ > 2,500 ppl, or a rural area w/ < 2,500 ppl? 1297 0 1 3 1 1. Urban 480 2 2. Rural 637 3 3. Semi-Urban 180 Dominant actor (from CSV file) 1297 0 1 5 Area of control - DFA 1297 0 0 1 0 0. No 412 1 1. Yes 885 Area of control -Internationally Recognized Government 1297 0 0 1 0 0. No 885 1 1. Yes 412 Area of control 1297 0 1 2 Governorate 1297 0 11 31 Start Confirmation 1297 0 1 1 1 1. Yes 1297 2 2. No 0 Age of the respondent 1284 13 1 3 1 1. 18-34 705 2 2. 35-54 492 3 3. 55+ 87 Sysmiss 13 Is there another adult in the household that I can speak to? 8 1289 1 1 1 1. Yes 8 2 2. No 0 Sysmiss 1289 Gender of the respondent 1297 0 1 2 1 1. Male 1045 2 2. Female 252 Gender of Worker 1158 139 1 2 1 1. Male 1012 2 2. Female 146 Sysmiss 139 Is this the same district that you are currently living in? 1297 0 1 2 1 1. Yes 1201 2 2. No 96 How many members have been living in the hh for at least past 3 months? 1297 0 1 14 1 1. At most 3 members 42 4 4. Four members 63 5 5. Five members 108 6 6. Six members 117 7 7. Seven members 132 8 8. Eight members 142 9 9. Nine members 130 10 10. Ten members 151 11 11. Eleven members 47 12 12. Tweleve members 91 13 13. Thirteen members 44 14 14. Fourteen and over members 230 Of the total hh members, how many are Children < 15 yrs old? 1297 0 0 14 0 0. None 107 1 1. One member 90 2 2. Two memberrs 194 3 3. Three members 267 4 4. Four members 205 5 5. Five members 133 6 6. Six members 110 7 7. Seven members 64 8 8. Eight members 45 14 14. Nine and over members 82 Of your hh members, how many members 15 & above are currently working...? 1297 0 0 6 0 0. None 147 1 1. One member 441 2 2. Two memberrs 258 3 3. Three members 183 4 4. Four members 111 5 5. Five members 62 6 6. Six and over members 95 Are any children (younger than 15) in the hh currently working....? 1297 0 1 2 1 1. Yes 210 2 2. No 1087 Has your hh EVER been forced or obliged to flee from somewhere else? 1297 0 1 2 1 1. Yes 605 2 2. No 692 What is the reason for your household's displacement? 605 692 -96 9 -96 -96. Other (specify) 18 1 1. Studying 9 2 2. Work 74 3 3. Marriage 1 4 4. Separation of household 10 5 5. Security concerns (conflict) 455 7 7. Floods 2 8 8. Other natural disasters 7 9 9. Food security 29 Sysmiss 692 Have you returned to your original home since being force to flee? 605 692 1 2 1 1. Yes 244 2 2. No 361 Sysmiss 692 What is your highest level of completed education? 1297 0 1 4 1 1. No education and lower than first level 251 2 2. Completed elementary/primary or pre-high school 345 3 3. High school 421 4 4. Higher 280 What is your relationship to the head of household? 1297 0 1 2 1 1. HH head/Spouse 887 2 2. Other relative of household head 410 What is your relationship to the main breadwinner or head of hh? 1297 0 1 2 1 1. Breadwinner/ Spouse 1037 2 2. Other relative of household head 260 How many income providers in the household? 1297 0 0 11 During the past 12 months, did you do any work? 1297 0 1 2 1 1. Yes 1029 2 2. No 268 Do you have a job/business from which you are temporarily absent...? 268 1029 1 2 1 1. Yes 26 2 2. No 242 Sysmiss 1029 Do you have more than one job or type of work? 1055 242 1 2 1 1. Yes 117 2 2. No 938 Sysmiss 242 During the last 12 months where do you mainly working as [...] 1158 139 1 3 -96 -96. Other, Specify 0 1 1. Wage worker or employee 824 2 2. Own-account worker/employer; incl. hh enterprises 312 3 3. Unpaid family member 22 Sysmiss 139 Sector of occupation 1158 139 1 3 1 1. Private sector 1018 2 2. Public sector/government 113 3 3. Other 27 Sysmiss 139 Main economic activity of enterprise you work at over the last 12 months? 1138 159 1 5 1 1. Agriculture 307 2 2. Manufacturing, mining & other industrial activities 216 3 3. Wholesale and retail trade, transportation and storage 250 4 4. Public administration 119 5 5. Other services 246 Sysmiss 159 Main type of job or work you were doing at this enterprise over last 12 months? 1158 139 1 6 1 1. Manager 188 2 2. Professional 71 3 3. Technicians and associate professional 189 4 4. Clerical support workers 62 5 5. Service and sales workers 551 6 6. Skilled agricultural, forestry and fishery workers 97 7 7. Skilled Craft and related trades workers 0 8 8. Skilled Plant and machine operators and assemblers 0 9 9. Elementary occupations (Cleaners and helpers, Agricultural, forestry and fishery 0 10 10. Other 0 Sysmiss 139 During the past 7 days, from [DATE] to [DATE], were you working at this job? 1158 139 1 2 1 1. Yes 739 2 2. No 419 Sysmiss 139 Why were you not working at this job? 419 878 1 6 1 1. Vacation, but will return soon 135 2 2. Illness, but will return soon 42 3 3. Long term illness/disability and I will not return 21 4 4. Employer does not currently need my services 150 5 5. I quit this job 45 6 6. Was let go/fired 26 Sysmiss 878 Approximately how many paid workers work in this enterprise (including you)? 916 381 1 7 1 1. Less than 5 494 2 2. 5-15 212 3 3. 16-25 51 4 4. 26-50 39 5 5. 51-200 35 6 6. More than 200 27 7 7. Don't know - few 58 8 8. Don't know - many 0 Sysmiss 381 Are you satisfied at your current job? 916 381 1 4 1 1. Satisfied 501 2 2. Indifferent 236 3 3. Dissatisfied 175 4 4. Don't know 4 Sysmiss 381 What is it that dissatisfies you? 1297 0 What is it that dissatisfies you?- Pay is too low 175 1122 0 1 0 0. No 41 1 1. Yes 134 Sysmiss 1122 What is it that dissatisfies you?- Lack of flexibility 175 1122 0 1 0 0. No 167 1 1. Yes 8 Sysmiss 1122 What is it that dissatisfies you?- Too much work 175 1122 0 1 0 0. No 142 1 1. Yes 33 Sysmiss 1122 What is it that dissatisfies you?- Too little work 175 1122 0 1 0 0. No 133 1 1. Yes 42 Sysmiss 1122 What is it that dissatisfies you?- Work is dangerous 175 1122 0 1 0 0. No 162 1 1. Yes 13 Sysmiss 1122 What is it that dissatisfies you?- I am not using my skills 175 1122 0 1 0 0. No 163 1 1. Yes 12 Sysmiss 1122 What is it that dissatisfies you?- I'm not qualified enough/... 175 1122 0 1 0 0. No 165 1 1. Yes 10 Sysmiss 1122 What is it that dissatisfies you?- Other (specify) 175 1122 0 1 0 0. No 172 1 1. Yes 3 Sysmiss 1122 What is it that dissatisfies you?- I don't know 175 1122 0 1 0 0. No 174 1 1. Yes 1 Sysmiss 1122 Is income from this job sufficient to cover your hh's food, housing,..? 916 381 1 5 1 1. Not at all 308 2 2. Less than half of household expenses 269 3 3. Around half of household expenses 209 4 4. More than half of household expenses 53 5 5. It is enough to cover expenses 77 Sysmiss 381 Were you working before the conflict (2015)? 916 381 1 2 1 1. Yes 676 2 2. No 240 Sysmiss 381 Has the type of work you are doing changed since before the conflict? 676 621 1 2 1 1. Yes 304 2 2. No 372 Sysmiss 621 How the type of work you are doing changed since before the conflict? 1297 0 How - I am working in a different sector 304 993 0 1 0 0. No 168 1 1. Yes 136 Sysmiss 993 How - My job has changed 304 993 0 1 0 0. No 177 1 1. Yes 127 Sysmiss 993 How - I am working less than before 304 993 0 1 0 0. No 250 1 1. Yes 54 Sysmiss 993 How - I am working more than before 304 993 0 1 0 0. No 284 1 1. Yes 20 Sysmiss 993 How - Payment is less frequent 304 993 0 1 0 0. No 282 1 1. Yes 22 Sysmiss 993 How - Work is less stable 304 993 0 1 0 0. No 237 1 1. Yes 67 Sysmiss 993 How - I am working multiple jobs 304 993 0 1 0 0. No 287 1 1. Yes 17 Sysmiss 993 Would you be interested in working elsewhere? 916 381 -99 5 -99 -99. I Don't Know 8 1 1. Very interested 407 2 2. Somewhat interested 298 3 3. Neither interested or disinterested 21 4 4. Somewhat disinterested 33 5 5. Very disinterested 149 Sysmiss 381 In the last 12 months, have you looked for other work? 916 381 1 2 1 1. Yes 546 2 2. No 370 Sysmiss 381 What was the main difficulty you found when looking for work? 546 751 1 9 1 1. Do not know where to look for work 29 2 2. I am overqualified for advertised work 10 3 3. I am underqualified for advertised work 45 4 4. Jobs available are too dangerous 8 5 5. Jobs available are too far 26 6 6. Jobs available do not suit me 46 7 7. Jobs require social connections 47 8 8. Did not face difficulty 4 9 9. There is no jobs in the market 331 Sysmiss 751 What is the status of your job? 594 703 1 4 1 1. Permanent 206 2 2. Temporary 155 3 3. Seasonal 135 4 4. Occasional 98 Sysmiss 703 Over the last 12 months, how often has your payment been delayed? 594 703 -96 4 -96 -96. Other Specify 2 1 1. Always 323 2 2. Sometimes it is late (up to 6 times) 142 3 3. More often that not it is late (More than 6 times) 36 4 4. It is always late 91 Sysmiss 703 If your payment been late in last 12 months, how late has it usually been? 271 1026 1 5 1 1. A couple of days 78 2 2. A month 114 3 3. 1-6 months 60 4 4. 6-12 months 10 5 5. I have not yet been paid 9 Sysmiss 1026 When you were last paid, did you receive your full payment? 594 703 1 3 1 1. Yes I received the full payment 407 2 2. No, I received between half and full payment 135 3 3. No, I received less than half of full payment 52 Sysmiss 703 Have you been looking for work/trying to set up your own..past 4 weeks? 399 898 -100 2 -100 1 1 1. Yes 282 2 2. No 116 Sysmiss 898 Why have you not been looking for work? 117 1180 -100 10 -100 1 1 1. Retired/too old to work 30 2 2. Disability 24 3 3. Parents/spouse not agreeable 2 4 4. Household/family responsibilities 11 5 5. Not interested to work 4 6 6. No jobs available 38 7 7. New job or business to start soon 1 8 8. Do not know where to look for work 3 9 9. Waiting for busy season 0 10 10. Unsafe to travel for work 3 Sysmiss 1180 What was the main difficulty that you faced when looking for work? 282 1015 1 7 1 1. Do not know where to look for work 76 2 2. I am overqualified for advertised work 10 3 3. I am underqualified for advertised work 33 4 4. Jobs available are too dangerous 6 5 5. Jobs available are too far 22 6 6. Jobs available do not suit me 68 7 7. Jobs require social connections 67 Sysmiss 1015 What is the main method used when looking for work? 282 1015 1 7 1 1. Newspapers 3 2 2. Websites 5 3 3. Social media 21 4 4. Word of mouth 147 5 5. Directly asking employers 88 6 6. Job agency 5 7 7. Other 13 Sysmiss 1015 How long have you been looking for work? 282 1015 0 156 Can you rank the three most important source?- 1st 1297 0 -96 17 -96 -96. Other (specify) 16 2 2. Wages 784 3 3. Profit from non-household based enterprise 115 4 4. Sale of food crops 89 5 5. Sale of livestock/animal products 31 6 6. Sale of food assistance 8 7 7. Sale of other goods or profit from other hh based enterprise... 73 8 8. Cash transfers from humanitarian agencies 8 9 9. International remittances 15 10 10. National remittances 3 11 11. Renting of land, buildings or machinery 12 12 12. Support from family or friends 31 13 13. Pensions 34 14 14. Other social benefits 7 15 15. Begging 7 16 16. Regular government salary 36 17 17. Irregular government salary 28 Can you rank the three most important source?- 2nd 1297 0 -96 17 -96 -96. Other (specify) 7 1 1. No other income source 936 2 2. Wages 76 3 3. Profit from non-household based enterprise 22 4 4. Sale of food crops 23 5 5. Sale of livestock/animal products 48 6 6. Sale of food assistance 7 7 7. Sale of other goods or profit from other hh based enterprise... 38 8 8. Cash transfers from humanitarian agencies 13 9 9. International remittances 14 10 10. National remittances 1 11 11. Renting of land, buildings or machinery 4 12 12. Support from family or friends 35 13 13. Pensions 23 14 14. Other social benefits 11 15 15. Begging 1 16 16. Regular government salary 6 17 17. Irregular government salary 32 Can you rank the three most important source?- 3rd 363 934 -96 16 -96 -96. Other (specify) 1 1 1. No other income source 310 2 2. Wages 11 3 3. Profit from non-household based enterprise 6 4 4. Sale of food crops 5 5 5. Sale of livestock/animal products 4 6 6. Sale of food assistance 0 7 7. Sale of other goods or profit from other hh based enterprise... 5 8 8. Cash transfers from humanitarian agencies 5 9 9. International remittances 2 10 10. National remittances 0 11 11. Renting of land, buildings or machinery 2 12 12. Support from family or friends 7 13 13. Pensions 2 14 14. Other social benefits 1 15 15. Begging 0 16 16. Regular government salary 2 17 17. Irregular government salary 0 Sysmiss 934 Before the conflict, were you working in the public sector? 1297 0 1 2 1 1. Yes 243 2 2. No 1054 Are you doing any work for this job in the public sector? 243 1054 1 2 1 1. Yes 108 2 2. No 135 Sysmiss 1054 When was the last time you were paid? 243 1054 -96 3 -96 4 1 1. Earlier this year 112 2 2. Between 2017 and 2021 34 3 3. Before 2017 93 96 96. Other (specify) 0 Sysmiss 1054 How many months over the last 12 months were you paid? 103 1194 0 12 When did you receive food assistance last time? 1297 0 1 4 1 1. Never received food assistance 591 2 2. Less than a month ago 125 3 3. Between 1 and 3 months ago 312 4 4. More than 3 months ago 269 In which form did you receive food assistance? 1297 0 In which form did you receive food assistance?- In-kind 706 591 0 1 0 0. No 90 1 1. Yes 616 Sysmiss 591 In which form did you receive food assistance?- Cash 706 591 0 1 0 0. No 649 1 1. Yes 57 Sysmiss 591 In which form did you receive food assistance?- Vouchers 706 591 0 1 0 0. No 663 1 1. Yes 43 Sysmiss 591 Did you recieve any financial aid? 1297 0 1 2 1 1. Yes 208 2 2. No 1089 Last 7 days, how many days did your hh eat main staple starches...? 1297 0 0 7 Last 7 days, how many days did your hh eat pulses, nuts, and/or seeds? 1297 0 0 7 Last 7 days, how many days did your hh eat vegetables and/or leaves...? 1297 0 0 7 Last 7 days, how many days did your hh eat fruits (incl. citrus fruits...? 1297 0 0 7 Last 7 days, how many days did your hh eat meat, eggs and/or fish...? 1297 0 0 7 Last 7 days, how many days did your hh consume a substantial amount of milk...? 1297 0 0 7 Last 7 days, how many days did your hh eat oil, fat or butter? 1297 0 0 7 Last 7 days, how many days did your hh consume sugar or sweets? 1297 0 0 7