YEM_2023_YMPS-R2_v01_M DDI_YEM_2023_YMPS-R2_v01_M_WB Development Data Group 2023-09-07 Python 3 Mobile Phone Survey Monitoring Round II, 2023 Monitoring Food Insecurity and Vulnerability in Yemen YMPS 2023 R2 YEM_2023_YMPS-R2_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 survey represents the second round of a series of mobile phone surveys Edited, anonymous dataset for public distribution. The World Bank provides technical and financial support to countries to help fight. One area of support is for data collection to inform evidence-based policies that may help improv. Towards this end, a phone survey of multiple rounds is implemented in Yemen. The second round of data on Yemeni households was collected between January and March 2023. It provides household and individual level information on food insecurity and vulnerability in Yemen. Yemen The survey was designed to cover the 21 governorates, excluding the Socotra island (because of the small population size). 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_r2 Dataset for Yemen Mobile Phone Survey Monitoring Round II, 2023 1455 150 World Bank Household identifier 1455 0 Household weights 1455 0 500.76776123046875 12519.1943359375 Population weight 1455 0 1896.9132080078125 47896.08984375 Start time 1455 0 2023-01-17 2023-03-14 Age of the respondent 1446 9 1 4 1 18-24 years 344 2 25-34 years 438 3 35-64 years 638 4 65+ 26 Sysmiss 9 Is there another adult in the household that I can speak to? 3 1452 1 1 0 No 0 1 Yes 3 Sysmiss 1452 Gender of the respondent 1455 0 1 2 1 Male 1116 2 Female 339 What is your highest level of completed education? 1455 0 1 4 1 No education or lower than first level 221 2 Completed elementary/primary or pre-high school 482 3 High school 469 4 Higher 283 During the past 12 months, did you do any work? 1455 0 -96 5 -96 4 0 No 0 1 Yes 894 2 104 3 202 4 68 5 183 What is your relationship to the head of household? 1455 0 1 4 1 HH head 857 2 Spouse 188 3 Child 340 4 Other 70 What is your relationship to the main breadwinner of the household? 1455 0 1 4 1 Breadwinner 949 2 Spouse 189 3 Child 179 4 Other 138 In which governorate has your household been living ...? 1455 0 11 31 11 Ibb 161 12 Abyan 53 13 Alamana 170 14 Albayda 60 15 Taiz 84 16 Aljawf 10 17 Hajja 86 18 AlHudeida 86 19 Hadramout 106 20 Thamar 112 21 Shabwa 27 22 Saada 66 23 Sanaa 103 24 Aden 57 25 Lahj 55 26 Marib 32 27 Almahwit 40 28 Almahra 5 29 Amran 70 30 Aldaleh 55 31 Rima 17 In which district has your household been living....? 1455 0 1101 3202 Is this the same district that you are currently living in ...? 1455 0 1 2 1 Yes 1398 2 No 57 Would you describe the area that you live in as a city with ...? 1455 0 1 3 1 Urban 467 2 Semi-urban 277 3 Rural 711 How many members have been living in your household ...? 1413 42 1 1 1 1-5 members 1413 2 6-7 members 0 3 8-10 members 0 4 11 members + 0 Sysmiss 42 Of your household members, how many own mobile phones? 1455 0 1 3 1 1-5 members 1291 2 6-7 members 98 3 8 members + 66 Is the phone that I am calling you on a mobile phone or landline? 1455 0 1 2 1 Mobile phone 1436 2 Landline 19 Dominant actor 1455 0 1 5 Houthi-controlled areas 1455 0 0 1 0 No 435 1 Yes 1020 Area of control -Internationally Recognized Government 1455 0 0 1 Has your household EVER moved from your house ...? 1455 0 1 2 -97 Refused to answer 0 1 Yes, we have moved at least once 733 2 No, we have been here since before the conflict 722 Moved For Studying? 733 722 0 1 0 No 724 1 Yes 9 Sysmiss 722 Moved For Work? 733 722 0 1 0 No 631 1 Yes 102 Sysmiss 722 Moved For Marriage? 733 722 0 1 0 No 730 1 Yes 3 Sysmiss 722 Moved For Separation of the household? 733 722 0 1 0 No 717 1 Yes 16 Sysmiss 722 Moved Because of conflcit? 733 722 0 1 0 No 121 1 Yes 612 Sysmiss 722 Moved For Other natural disasters? 733 722 0 1 0 No 728 1 Yes 5 Sysmiss 722 Moved For Lack of food? 733 722 0 1 0 No 684 1 Yes 49 Sysmiss 722 Moved For Lack of water? 733 722 0 1 0 No 696 1 Yes 37 Sysmiss 722 Moved For Other reason? 733 722 0 1 0 No 687 1 Yes 46 Sysmiss 722 When did your household move? 733 722 1 6 1 2014 83 2 2015 244 3 2016 120 4 2017 87 5 2018 77 6 2019-2022 122 Sysmiss 722 Has your household returned ...? 733 722 1 2 1 Yes 304 2 No 429 Sysmiss 722 When your household moved, where were you last living? 1455 0 Which governorate did your household originally move from? 1455 0 How many different districts has your household been living in since 2015? 733 722 1 12 1 1 353 2 2 236 3 3 103 4 4+ 24 5 11 6 1 7 2 8 1 9 1 12 1 Sysmiss 722 Why did your household choose the most recent/current place of displacement? 733 722 -96 6 -96 Other (Specify) 33 1 I did not have a choice 41 2 I had friends and family here/there 106 3 There are better livelihood opportunities 191 4 It is our hometown 117 5 It was the closest safe place 235 6 Better education for children 10 7 NGO or other organization chose this place 0 Sysmiss 722 Stayed in a displacement camp? 733 722 0 1 0 No 684 1 Yes 49 Sysmiss 722 Stayed With close family? 733 722 0 1 0 No 522 1 Yes 211 Sysmiss 722 Stayed With far relatives? 733 722 0 1 0 No 700 1 Yes 33 Sysmiss 722 Stayed With friends? 733 722 0 1 0 No 704 1 Yes 29 Sysmiss 722 Stayed in a Rented a place? 733 722 0 1 0 No 329 1 Yes 404 Sysmiss 722 Stayed - Other place? 733 722 0 1 0 No 677 1 Yes 56 Sysmiss 722 Did any of your household members ever move from your house ... 722 733 1 2 1 Yes 127 2 No 595 Sysmiss 733 Moved For Studying? 127 1328 0 1 0 No 120 1 Yes 7 Sysmiss 1328 Moved For Work? 127 1328 0 1 0 No 72 1 Yes 55 Sysmiss 1328 Moved For Marriage? 127 1328 0 1 0 No 115 1 Yes 12 Sysmiss 1328 Moved For Separation of the household? 127 1328 0 1 0 No 119 1 Yes 8 Sysmiss 1328 Moved Because of conflcit? 127 1328 0 1 0 No 77 1 Yes 50 Sysmiss 1328 Moved For Other natural disasters? 127 1328 0 0 0 No 127 1 Yes 0 Sysmiss 1328 Moved For Lack of food? 127 1328 0 1 0 No 118 1 Yes 9 Sysmiss 1328 Moved For Lack of water? 127 1328 0 1 0 No 122 1 Yes 5 Sysmiss 1328 Moved For Other reason? 127 1328 0 1 0 No 116 1 Yes 11 Sysmiss 1328 Did your household host anyone that had to moved because of the conflict? 1455 0 1 2 1 Yes 595 2 No 860 If yes, how did you know these people? 595 860 1 5 1 Close family 369 2 Far relatives 79 3 Friends 59 4 Through friends or family 46 5 Did not know them 42 Sysmiss 860 Would you or anyone from your household like to migrate from your current locati 1455 0 1 3 1 Yes, all household members 610 2 Yes, some household members 325 3 No 520 What is the main source of drinking water for members of your household? 1455 0 1 10 1 Piped water into dwelling, compound, yard or plot 300 2 Piped water to neighbor or from public tap, borehole or tubewell 182 3 Protected well 141 4 Unprotected well 139 5 Protected spring water 31 6 Unprotected spring water 66 7 Rainwater collection 42 8 Delivered water from tanker-truck, cart or water kiosk 315 9 Packaged water (bottles, sachets) 204 10 Surface water (river, stream, dam, lake, pond, canal, irrigation channel) 35 Where is the drinking water collected from? 1155 300 1 3 1 In own dwelling 187 2 In own land (yard, plot) 63 3 Elsewhere 905 Sysmiss 300 How long does it take to go there, get drinking water, and come back? 905 550 -98 2 -98 Don't know 4 1 Members do not collect water 293 2 Minutes 608 Sysmiss 550 How long does it take to go there, get drinking water, and come back? - Minutes 612 843 2 400 Who usually goes to this source to fetch drinking water for your household? 612 843 1 4 1 Adult woman (>15 years) 246 2 Adult man (>15 years) 200 3 Girl (<15 years) 53 4 Boy (<15 years) 113 Sysmiss 843 How many trips did that person make in the last week? 612 843 1 20 Water source has dried up or empty 1455 0 0 1 0 No 1275 1 Yes 180 Waiting time is too long 1455 0 0 1 0 No 1213 1 Yes 242 Unpredictable and irregular supply of water 1455 0 0 1 0 No 1340 1 Yes 115 Transportation costs to access water source are too high 1455 0 0 1 0 No 1335 1 Yes 120 Access to water source is difficult because of security situation 1455 0 0 1 0 No 1428 1 Yes 27 Water is too expensive 1455 0 0 1 0 No 1105 1 Yes 350 Water quality was not good 1455 0 0 1 0 No 1369 1 Yes 86 Water source is too far away 1454 1 0 1 0 No 1246 1 Yes 208 Sysmiss 1 No challenges 1455 0 0 1 0 No 891 1 Yes 564 Other (specify) 1455 0 0 1 0 No 1432 1 Yes 23 On a scale from 1 to 5, how would you rate the smell of your drinking water ...? 1455 0 1 5 1 Very poor 53 2 Somewhat poor 122 3 Neutral 799 4 Good 281 5 Very good 200 On a scale from 1 to 5, how would you rate the taste of your drinking water ...? 1455 0 1 5 1 Very poor 62 2 Somewhat poor 231 3 Neutral 697 4 Good 271 5 Very good 194 On a scale from 1 to 5, how would you rate the color of your drinking water ...? 1455 0 1 5 1 Very poor 49 2 Somewhat poor 144 3 Neutral 816 4 Good 218 5 Very good 228 On a scale from 1 to 5, how would you rate the clarity of your drinking water .. 1455 0 1 5 1 Very poor 73 2 Somewhat poor 253 3 Neutral 621 4 Good 272 5 Very good 236 On a scale from 1 to 5, how would you rate the safety of your drinking water ... 1455 0 1 5 1 Very poor 131 2 Somewhat poor 278 3 Neutral 601 4 Good 228 5 Very good 217 Over the last month, has drinking water been always available from your main wat 1455 0 1 4 1 Yes, water is always available 866 2 No, but water is available most of the time 239 3 No, water is available some of the time 278 4 No, water is rarely available 72 In the past month, for how many days was drinking water from this source unavail 589 866 -98 30 How many hours per day is drinking water supplied on average? 300 1155 -98 7 -98 Don’t know 7 1 24 hours per day 109 2 18-24 hours per day 12 3 12-17 hours per day 26 4 6-11 hours per day 34 5 4-6 hours per day 33 6 2-4 hours per day 67 7 Less than 1 hour 12 Sysmiss 1155 What is the main source of lighting for your household? 1455 0 -96 9 -96 Other (specify) 52 1 Electricity from public network 258 2 Electricity from private network 73 3 Electricity from cooperative network 6 4 Electricity from private generator 12 5 Electricity from shared generator 29 6 Solar energy 976 7 Candles 22 8 Kerosene lamp 24 9 Gas lamp 3 What is your secondary source of lighting for your household? 1406 49 -96 9 -96 Other (specify) 618 1 Electricity from public network 50 2 Electricity from private network 41 3 Electricity from cooperative network 2 4 Electricity from private generator 27 5 Electricity from shared generator 11 6 Solar energy 383 7 Candles 178 8 Kerosene lamp 81 9 Gas lamp 15 Sysmiss 49 How many days was the electricity available for at least ONE HOUR during the pas 1406 49 0 30 ..., how many hours per day was electricity available (on average)? 1406 49 -98 7 -98 Don’t know 37 1 24 hours per day 191 2 18-24 hours per day 124 3 12-17 hours per day 202 4 6-11 hours per day 216 5 4-6 hours per day 291 6 2-4 hours per day 308 7 Less than 1 hour 37 Sysmiss 49 Cooking fuel: Wood 1455 0 0 1 0 No 344 1 Yes 1111 Cooking fuel: Coal/charcoal 1455 0 0 1 0 No 1357 1 Yes 98 Cooking fuel: Gas cylinder 1455 0 0 1 0 No 555 1 Yes 900 Cooking fuel: Kerosene 1455 0 0 1 0 No 1444 1 Yes 11 Cooking fuel: Electricity 1455 0 0 1 0 No 1436 1 Yes 19 Cooking fuel: Straw, leaves, etc 1455 0 0 1 0 No 1292 1 Yes 163 Cooking fuel: Animal dung 1455 0 0 1 0 No 1435 1 Yes 20 Cooking fuel: Other 1455 0 0 1 0 No 1450 1 Yes 5 Of your household members, how many members that are 15 and above are currently 1312 143 0 17 How many of which are female? 1162 293 0 9 Are there any members of your close family who are living outside of Yemen? 1312 143 1 2 1 Yes 225 2 No 1087 Sysmiss 143 How many male close family members? 225 1230 0 9 How many female close family members? 225 1230 0 9 Income source: Wages 1312 143 0 1 0 No 452 1 Yes 860 Sysmiss 143 Income source: Profit from non-household based enterprise 1312 143 0 1 0 No 1160 1 Yes 152 Sysmiss 143 Income source: Sale of food crops 1312 143 0 1 0 No 1254 1 Yes 58 Sysmiss 143 Income source: Sale of livestock/animal products 1312 143 0 1 0 No 1191 1 Yes 121 Sysmiss 143 Income source: Sale of other goods or profit 1312 143 0 1 0 No 1084 1 Yes 228 Sysmiss 143 Income source: Cash transfers from NGOs or other agencies 1312 143 0 1 0 No 1294 1 Yes 18 Sysmiss 143 Income source: In-kind support including food assistance 1312 143 0 1 0 No 1173 1 Yes 139 Sysmiss 143 Income source: International remittances 1312 143 0 1 0 No 1286 1 Yes 26 Sysmiss 143 Income source: National remittances 1312 143 0 1 0 No 1308 1 Yes 4 Sysmiss 143 Income source: Renting of land, buildings or machinery 1312 143 0 1 0 No 1294 1 Yes 18 Sysmiss 143 Income source: Support from family or friends 1312 143 0 1 0 No 1234 1 Yes 78 Sysmiss 143 Income source: Pensions 1312 143 0 1 0 No 1263 1 Yes 49 Sysmiss 143 Income source: Other social benefits 1312 143 0 1 0 No 1294 1 Yes 18 Sysmiss 143 Income source: Begging 1312 143 0 1 0 No 1309 1 Yes 3 Sysmiss 143 Income source: Regular government salary 1312 143 0 1 0 No 1232 1 Yes 80 Sysmiss 143 Income source: Irregular government salary 1312 143 0 1 0 No 1205 1 Yes 107 Sysmiss 143 Income source: Other (specify) 1312 143 0 1 0 No 1302 1 Yes 10 Sysmiss 143 Most important source over the last 3 months - 1 1312 143 -96 16 -966 ${str_506_other} 0 -96 Other (specify) 32 -95 No other income 0 1 Wages 713 2 Profit from non-household based enterprise 108 3 Sale of food crops 36 4 Sale of livestock/animal products 51 5 Sale of other goods or profit from other household based enterprise (Qat, handic 158 6 Cash transfers from NGOs or other agencies 4 7 In-kind support including food assistance from NGOs or other agencies 25 8 International remittances 18 9 National remittances 1 10 Renting of land, buildings or machinery 12 11 Support from family or friends 31 12 Pensions 27 13 Other social benefits 5 14 Begging 1 15 Regular government salary 56 16 Irregular government salary 34 Sysmiss 143 Most important source over the last 3 months - 2 516 939 -96 16 -966 ${str_506_other} 0 -96 Other (specify) 5 -95 No other income 0 1 Wages 113 2 Profit from non-household based enterprise 28 3 Sale of food crops 20 4 Sale of livestock/animal products 54 5 Sale of other goods or profit from other household based enterprise (Qat, handic 56 6 Cash transfers from NGOs or other agencies 12 7 In-kind support including food assistance from NGOs or other agencies 81 8 International remittances 5 9 National remittances 2 10 Renting of land, buildings or machinery 4 11 Support from family or friends 36 12 Pensions 15 13 Other social benefits 9 14 Begging 2 15 Regular government salary 22 16 Irregular government salary 52 Sysmiss 939 Most important source over the last 3 months - 3 129 1326 -96 16 -966 ${str_506_other} 0 -96 Other (specify) 3 -95 No other income 0 1 Wages 20 2 Profit from non-household based enterprise 8 3 Sale of food crops 2 4 Sale of livestock/animal products 12 5 Sale of other goods or profit from other household based enterprise (Qat, handic 10 6 Cash transfers from NGOs or other agencies 2 7 In-kind support including food assistance from NGOs or other agencies 28 8 International remittances 3 9 National remittances 1 10 Renting of land, buildings or machinery 1 11 Support from family or friends 10 12 Pensions 5 13 Other social benefits 2 14 Begging 0 15 Regular government salary 2 16 Irregular government salary 20 Sysmiss 1326 Have you seen a reduction in the amount of remittances received in the last 12 m 26 1429 1 2 1 Yes 17 2 No 9 Sysmiss 1429 Over the last 3 months, has household income been enough to cover food costs ... 1312 143 1 4 1 Yes, absolutely 202 2 Yes, somewhat 488 3 No, not realy 344 4 Not at all 278 Sysmiss 143 During the last 3 months, did your household sell livestock? 1312 143 1 3 1 Yes 213 2 No 228 3 Did not have any livestock in the last 3 months 871 Sysmiss 143 During the last 3 months, did your household sell productive household items ... 1312 143 1 3 1 Yes 114 2 No 351 3 Did not have any productive items in the last 3 months 847 Sysmiss 143 During the last 3 months, did your household sell valuable household items ...? 1312 143 1 3 1 Yes 395 2 No 308 3 Did not have any valuable items in the last 3 months 609 Sysmiss 143 During the last 3 months, did your household sell land? 1312 143 1 3 1 Yes 55 2 No 439 3 Do not own any land 818 Sysmiss 143 During the last 3 months, did your household use your savings? 1312 143 1 3 1 Yes 225 2 No 129 3 Do not have any savings 958 Sysmiss 143 During the last 3 months, did your household purchase essential items on store c 1312 143 1 3 1 Yes 1090 2 No 169 3 Not possible to purchase on credit 53 Sysmiss 143 During the last 3 months, did any children (<15 years old) in the household star 1258 197 1 4 1 Yes 242 2 No 985 3 All children in the household were already working before 3 months 21 4 No children in the household 10 Sysmiss 197 During the last 3 months, did your household pull some children out of school .. 1312 143 1 4 1 Yes 398 2 No 777 3 All children in the household are out of school 74 4 No children in the household 63 Sysmiss 143 During the last 3 months, did any young girls (<15) in your household get marrie 1312 143 1 5 1 Yes 36 2 Yes, but not to ease financial burden 9 3 No 1085 4 No, there are girls under 15 in the household but they are married from before 3 13 5 No, there are no girls under 15 in household at all 169 Sysmiss 143 During the last 3 months, did anyone in your household undertake high risk work? 1312 143 1 3 1 Yes 267 2 No 1031 3 All members that can work were already undertaking high risk work 14 Sysmiss 143 Did you, or anyone in your household reduce your movements within your neighborh 1312 143 1 4 1 Yes, absolutely 207 2 Yes, somewhat 160 3 No, not really 216 4 Not at all 729 Sysmiss 143 What about the women in the households? 1312 143 1 5 1 Yes, absolutely 179 2 Yes, somewhat 171 3 No, not really 138 4 Not at all 817 5 No women in the household 7 Sysmiss 143 When did you receive food assistance last time? 1237 218 1 4 1 Never received food assistance 556 2 Less than a month ago 154 3 Between 1 and 3 months ago 246 4 More than 3 months ago 281 Sysmiss 218 Food assistance: In-kind 681 774 0 1 0 No 98 1 Yes 583 Sysmiss 774 Food assistance: Cash 681 774 0 1 0 No 587 1 Yes 94 Sysmiss 774 Food assistance: Vouchers 681 774 0 1 0 No 660 1 Yes 21 Sysmiss 774 In the previous 7 days, how often has your household had to Rely on less preferr 1237 218 0 7 In the previous 7 days, how often has your household had to Rely on help from fr 1237 218 0 7 In the previous 7 days, how often has your household had to Limit portion size a 1237 218 0 7 In the previous 7 days, how often has your household had to Restrict consumption 1237 218 0 7 In the previous 7 days, how often has your household had to Reduce the number of 1237 218 0 7 In the previous 7 days, how often has your household had to Reduce the diversity 1237 218 0 7 In the past 7 days, how many days did your household eat main staple starches? 1237 218 0 7 In the past 7 days, how many days did your household eat pulses, nuts, and/or se 1237 218 0 7 In the past 7 days, how many days did your household eat vegetables and/or leave 1237 218 0 7 In the past 7 days, how many days did your household eat fruits? 1237 218 0 7 In the past 7 days, how many days did your household eat meat, eggs and/or fish? 1237 218 0 7 In the past 7 days, how many days did your household consume a substantial amoun 1237 218 0 7 In the past 7 days, how many days did your household eat oil, fat or butter? 1237 218 0 7 In the past 7 days, how many days did your household consumed sugar or sweets? 1237 218 0 7 End time 1455 0 2023-01-17 2023-03-14