RUW_Kenya_V2 DDI-KEN-IRUW-2024-V1 Economic Research Forum 2024-08 Nesstar Publisher Version 1 Impact of Russian Ukrainian War on Households in Kenya, IRUW 2024 IRUW KEN-IRUW-2024-V1 Economic Research Forum Economic Research Forum (c) 2024, Economic Research Forum Nesstar Publisher International Development Research Centre Economic Research Forum (ERF) - 21 Al-Sad Al-Aaly St., Dokki, Giza, Egypt Impact of Russian Ukrainian War on Households in Kenya is one of two comparative surveys, that include Egypt, and Kenya. The data were collected at one time in 2024 in the two countries. Kenya National Household and Individuals The survey covered a national random sample of mobile phone users aged 18-64. Sample survey data [ssd] PHI Field & Tab The sample universe for the household survey was mobile phone users aged 18-64. Random digit dialing (RDD), within the range of valid numbers, was used, with up to three attempts if a phone number was not picked up/answered, was disconnected or busy, or picked up but could not complete the interview at that time. Samples were stratified by country-specific market shares of mobile operators. The sample is designed to cover at least 2000 unique households and individuals. A question is included in the survey for the number of phone numbers within the household to weight appropriately. Further weighting of the household and individual samples was done to reflect the demographic composition of the population as obtained by the most recent publicly available data with individual phone ownership and relevant demographic and labour market characteristics. In the individual interview, respondents who are employers or self-employed were asked to respond to either the household enterprise or farmer modules. Computer Assisted Telephone Interview [cati] To access the micro-data, researchers are required to register on the ERF website and comply with the data access agreement. The data will be used only for scholarly, research, or educational purposes. Users are prohibited from using data acquired from the Economic Research Forum in the pursuit of any commercial or private ventures. Economic Research Forum Licensed datasets, accessible under conditions. The Economic Research Forum has granted the researcher access to relevant data following exhaustive efforts to protect the confidentiality of individual data. The researcher is solely responsible for any analysis or conclusions drawn from available data. Impact of Russo-Ukrainian War-Final Data Kenya.NSDstat 2030 222 Nesstar 200801 Identifiers Result of Call Weights Demographic & Household Characteristics Education & Children Labour Market Status Food Security Income Safety Net Employment Detection Worker Module Farmer Module Business Module Recent Crises Serial 2030 0 10 900000318 41740337.749 189163381.652 What is the type of operator? 2030 0 1 Safaricom 1461 2 Airtel Kenya 395 3 Telkom Kenya 172 4 Equitel Company 2 5 Other (Specify) 0 Specify Other 0 0 Result of call 1 2030 0 1 Phone disconnected/ busy 215 2 Not in service 0 3 Did not answer 319 4 Picked up and refused 0 5 Incomplete and refused 0 6 Incomplete and call returned 252 7 Complete 1244 8 Not eligible 0 Time for first result of call 2030 0 10:00 AM 2 10:01 AM 2 10:02 AM 2 10:03 AM 1 10:04 AM 4 10:05 AM 1 10:06 AM 3 10:06 PM 1 10:08 AM 2 10:09 AM 5 10:10 AM 3 10:11 AM 1 10:12 AM 1 10:13 AM 1 10:14 AM 4 10:15 AM 4 10:16 AM 1 10:17 AM 4 10:18 AM 4 10:19 AM 5 10:20 AM 4 10:22 AM 4 10:23 AM 3 10:24 AM 1 10:25 AM 1 10:26 AM 1 10:27 AM 3 10:28 AM 3 10:29 AM 1 10:30 AM 2 10:31 AM 5 10:32 AM 1 10:33 AM 2 10:34 AM 6 10:35 AM 2 10:36 AM 4 10:37 AM 1 10:39 AM 4 10:41 AM 1 10:42 AM 1 10:43 AM 1 10:44 AM 4 10:45 AM 4 10:46 AM 2 10:47 AM 7 10:48 AM 1 10:49 AM 3 10:50 AM 4 10:51 AM 3 10:52 AM 2 10:53 AM 1 10:55 AM 3 10:56 AM 2 10:57 AM 2 10:58 AM 1 10:59 AM 6 11:00 AM 4 11:01 AM 2 11:02 AM 1 11:03 AM 3 11:04 AM 4 11:05 AM 4 11:06 AM 2 11:07 AM 1 11:08 AM 4 11:09 AM 4 11:10 AM 3 11:11 AM 1 11:12 AM 2 11:13 AM 5 11:14 AM 1 11:15 AM 2 11:16 AM 7 11:17 AM 5 11:19 AM 6 11:20 AM 3 11:21 AM 3 11:22 AM 4 11:23 AM 7 11:24 AM 3 11:25 AM 3 11:26 AM 1 11:27 AM 2 11:29 AM 4 11:30 AM 4 11:31 AM 5 11:31 PM 1 11:32 AM 3 11:33 AM 1 11:34 AM 6 11:35 AM 2 11:36 AM 2 11:38 AM 1 11:39 AM 5 11:40 AM 2 11:41 AM 5 11:41 PM 1 11:42 AM 5 11:43 AM 5 11:44 AM 1 11:45 AM 5 11:46 AM 3 11:47 AM 3 11:48 AM 2 11:49 AM 3 11:50 AM 3 11:51 AM 1 11:52 AM 4 11:53 AM 1 11:54 AM 2 11:55 AM 4 11:56 AM 2 11:57 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9:57 AM 3 9:57 PM 1 9:58 AM 1 9:58 PM 2 9:59 AM 1 9:59 PM 1 Date for first result of call 2030 2024-04-11 2024-05-17 2024-04-11 51 2024-04-12 61 2024-04-13 64 2024-04-15 57 2024-04-16 48 2024-04-17 51 2024-04-18 56 2024-04-19 65 2024-04-20 113 2024-04-21 54 2024-04-22 71 2024-04-23 61 2024-04-24 82 2024-04-25 73 2024-04-26 69 2024-04-27 74 2024-04-28 54 2024-04-29 105 2024-04-30 75 2024-05-01 70 2024-05-02 61 2024-05-03 76 2024-05-04 64 2024-05-05 31 2024-05-07 73 2024-05-08 68 2024-05-09 52 2024-05-10 28 2024-05-13 49 2024-05-14 55 2024-05-15 40 2024-05-16 68 2024-05-17 11 Result of call 2 786 1244 1 Phone disconnected/ busy 48 2 Not in service 0 3 Did not answer 134 4 Picked up and refused 0 5 Incomplete and refused 0 6 Incomplete and call returned 64 7 Complete 540 8 Not eligible 0 Sysmiss 1244 Time for second result of call 786 0 10:00 AM 1 10:01 AM 1 10:02 AM 1 10:06 AM 1 10:08 AM 1 10:09 AM 1 10:10 AM 1 10:12 AM 2 10:13 AM 1 10:15 AM 3 10:19 AM 1 10:22 AM 1 10:23 AM 1 10:24 AM 1 10:25 AM 1 10:26 AM 1 10:27 AM 3 10:29 AM 3 10:30 AM 1 10:31 AM 1 10:32 AM 1 10:33 AM 4 10:34 AM 1 10:35 AM 4 10:36 AM 1 10:37 AM 3 10:38 AM 2 10:39 AM 2 10:40 AM 1 10:41 AM 4 10:42 AM 2 10:43 AM 1 10:44 AM 1 10:45 AM 3 10:46 AM 2 10:47 AM 1 10:48 AM 2 10:49 AM 2 10:50 AM 2 10:51 AM 4 10:52 AM 2 10:53 AM 1 10:55 AM 1 10:56 AM 1 10:57 AM 2 10:59 AM 1 11:01 AM 1 11:02 AM 1 11:03 AM 1 11:04 AM 4 11:05 AM 2 11:06 AM 3 11:07 AM 1 11:08 AM 2 11:10 AM 1 11:11 AM 1 11:12 AM 1 11:13 AM 2 11:14 AM 1 11:15 AM 1 11:16 AM 2 11:17 AM 3 11:18 AM 2 11:19 AM 3 11:20 AM 3 11:21 AM 1 11:22 AM 1 11:23 AM 3 11:24 AM 2 11:25 AM 2 11:26 AM 3 11:27 AM 1 11:28 AM 2 11:30 AM 2 11:31 AM 3 11:32 AM 4 11:33 AM 1 11:34 AM 3 11:35 AM 3 11:36 AM 3 11:37 AM 5 11:38 AM 4 11:39 AM 1 11:40 AM 3 11:41 AM 2 11:42 AM 4 11:43 AM 2 11:44 AM 2 11:45 AM 2 11:46 AM 2 11:47 AM 4 11:48 AM 4 11:49 AM 5 11:50 AM 4 11:51 AM 1 11:52 AM 7 11:53 AM 3 11:54 AM 5 11:55 AM 2 11:56 AM 1 11:57 AM 1 11:58 AM 1 11:59 AM 3 12:00 PM 5 12:01 PM 4 12:02 PM 3 12:03 PM 2 12:04 PM 3 12:05 PM 4 12:06 PM 3 12:07 PM 6 12:08 PM 2 12:09 PM 2 12:10 PM 6 12:12 PM 5 12:13 PM 2 12:14 PM 2 12:15 PM 2 12:16 PM 2 12:20 PM 1 12:21 PM 3 12:22 PM 2 12:25 PM 2 12:29 PM 1 12:32 PM 2 12:33 PM 1 12:34 PM 1 12:36 PM 1 12:40 PM 1 12:41 PM 1 12:43 PM 2 12:46 PM 2 12:47 PM 4 12:48 PM 3 12:49 PM 1 12:50 PM 1 12:51 PM 3 12:52 PM 1 12:53 PM 3 12:54 PM 1 12:55 PM 4 12:56 PM 1 12:57 PM 1 12:58 PM 4 12:59 PM 2 1:00 PM 3 1:01 PM 5 1:02 PM 5 1:03 PM 2 1:04 PM 6 1:05 PM 2 1:06 PM 3 1:07 PM 2 1:08 PM 1 1:09 PM 1 1:10 PM 2 1:13 PM 1 1:14 PM 1 1:16 PM 2 1:17 PM 1 1:18 PM 2 1:19 PM 2 1:20 PM 3 1:21 PM 1 1:22 PM 1 1:23 PM 1 1:25 PM 1 1:26 PM 3 1:30 PM 1 1:32 PM 1 1:33 PM 1 1:34 PM 1 1:35 PM 3 1:37 PM 1 1:40 PM 1 1:41 PM 2 1:43 PM 1 1:44 PM 1 1:46 PM 2 1:49 PM 1 1:50 PM 2 1:55 PM 2 1:58 PM 1 2:01 PM 1 2:02 PM 1 2:03 PM 3 2:04 PM 2 2:06 PM 1 2:07 PM 1 2:10 PM 1 2:11 PM 2 2:12 PM 1 2:15 PM 1 2:16 PM 2 2:17 PM 2 2:18 PM 1 2:21 PM 1 2:22 PM 2 2:24 PM 2 2:25 PM 1 2:26 PM 1 2:28 PM 3 2:31 PM 1 2:32 PM 1 2:33 PM 2 2:34 PM 2 2:35 PM 1 2:36 PM 3 2:37 PM 1 2:39 PM 1 2:40 PM 2 2:41 PM 2 2:42 PM 1 2:43 PM 2 2:44 PM 1 2:46 PM 1 2:47 PM 2 2:48 PM 1 2:51 PM 1 2:52 PM 3 2:54 PM 2 2:55 PM 1 2:56 PM 2 2:57 PM 1 2:58 PM 2 3:00 PM 2 3:01 PM 2 3:02 PM 2 3:03 PM 1 3:04 PM 1 3:06 PM 2 3:08 PM 3 3:09 PM 3 3:11 PM 2 3:12 PM 1 3:13 PM 3 3:15 PM 3 3:16 PM 3 3:17 PM 1 3:18 PM 3 3:19 PM 2 3:20 PM 1 3:21 PM 1 3:22 PM 1 3:23 PM 1 3:25 PM 2 3:26 PM 1 3:27 PM 3 3:28 PM 1 3:29 PM 4 3:31 PM 1 3:32 PM 2 3:35 PM 1 3:36 PM 2 3:37 PM 3 3:39 PM 2 3:40 PM 2 3:41 PM 3 3:42 PM 1 3:43 PM 1 3:44 PM 3 3:45 PM 6 3:46 PM 1 3:47 PM 1 3:48 PM 1 3:49 PM 5 3:50 PM 3 3:51 PM 2 3:52 PM 1 3:53 PM 1 3:54 PM 1 3:58 PM 2 4:01 PM 3 4:02 PM 2 4:03 PM 2 4:04 PM 1 4:05 PM 1 4:09 PM 1 4:10 PM 2 4:11 PM 1 4:12 PM 1 4:13 PM 2 4:14 PM 1 4:15 PM 3 4:16 PM 1 4:17 PM 3 4:18 PM 3 4:19 PM 1 4:20 PM 2 4:21 PM 3 4:22 PM 4 4:23 PM 2 4:24 PM 4 4:25 PM 2 4:26 PM 1 4:27 PM 5 4:28 PM 3 4:29 PM 6 4:30 PM 2 4:31 PM 2 4:32 PM 2 4:33 PM 2 4:34 PM 3 4:35 PM 2 4:36 PM 3 4:37 PM 1 4:38 PM 3 4:39 PM 2 4:42 PM 3 4:43 PM 2 4:45 PM 3 4:46 PM 3 4:47 PM 2 4:48 PM 1 4:49 PM 2 4:50 PM 1 4:51 PM 1 4:53 PM 1 4:55 PM 4 4:56 PM 1 4:57 PM 1 4:59 PM 1 5:00 PM 1 5:01 PM 1 5:02 PM 1 5:04 PM 1 5:05 PM 1 5:07 PM 1 5:09 PM 3 5:11 PM 1 5:12 PM 2 5:13 PM 3 5:14 PM 1 5:15 PM 1 5:18 PM 2 5:22 PM 3 5:25 PM 1 5:26 PM 1 5:35 PM 1 5:38 PM 1 5:39 PM 2 5:41 PM 1 5:42 PM 1 5:43 PM 1 5:44 PM 1 5:53 PM 1 5:54 PM 1 5:55 PM 1 5:57 PM 1 5:58 PM 1 6:01 PM 1 6:26 PM 1 7:00 PM 1 7:07 PM 4 7:11 PM 1 7:27 PM 1 7:32 PM 1 7:37 PM 1 7:38 PM 2 7:39 PM 1 7:47 PM 1 7:48 PM 1 7:50 PM 1 7:54 PM 1 7:56 PM 1 8:05 PM 1 8:11 PM 1 8:19 PM 1 8:23 PM 1 8:27 PM 1 8:29 PM 1 8:34 PM 2 8:38 PM 5 8:39 PM 2 8:45 PM 2 8:46 PM 1 8:48 PM 1 8:56 PM 1 8:57 PM 1 8:58 PM 1 9:02 PM 1 9:06 AM 1 9:07 PM 2 9:10 PM 1 9:15 PM 1 9:16 AM 1 9:19 PM 1 9:20 AM 1 9:20 PM 1 9:21 PM 2 9:22 PM 1 9:23 AM 1 9:26 PM 1 9:30 AM 1 9:32 AM 1 9:32 PM 2 9:33 AM 1 9:33 PM 1 9:34 AM 1 9:35 PM 1 9:36 AM 1 9:36 PM 1 9:37 PM 2 9:38 PM 2 9:39 PM 1 9:40 PM 1 9:42 AM 1 9:43 PM 1 9:45 AM 2 9:46 AM 1 9:46 PM 1 9:49 AM 2 9:50 AM 1 9:51 AM 2 9:53 AM 1 9:53 PM 2 9:54 AM 1 9:55 PM 2 9:57 PM 1 9:58 PM 2 9:59 PM 1 Date for second result of call 786 2024-04-11 2024-05-17 2024-04-11 22 2024-04-12 26 2024-04-13 23 2024-04-15 34 2024-04-16 15 2024-04-17 23 2024-04-18 31 2024-04-19 21 2024-04-20 33 2024-04-21 19 2024-04-22 8 2024-04-23 5 2024-04-24 7 2024-04-25 7 2024-04-26 15 2024-04-27 13 2024-04-28 11 2024-04-29 41 2024-04-30 42 2024-05-01 45 2024-05-02 25 2024-05-03 23 2024-05-04 46 2024-05-05 56 2024-05-06 3 2024-05-07 21 2024-05-08 31 2024-05-09 33 2024-05-10 22 2024-05-13 15 2024-05-14 28 2024-05-15 25 2024-05-16 16 2024-05-17 1 Result of call 3 246 1784 1 Phone disconnected/ busy 0 2 Not in service 0 3 Did not answer 0 4 Picked up and refused 0 5 Incomplete and refused 0 6 Incomplete and call returned 0 7 Complete 246 8 Not eligible 0 Sysmiss 1784 Time for third result of call 246 0 10:00 AM 1 10:01 AM 1 10:01 PM 2 10:02 PM 1 10:03 AM 2 10:05 AM 1 10:06 AM 1 10:07 AM 1 10:13 AM 1 10:17 AM 1 10:32 AM 1 10:38 AM 1 10:38 PM 1 10:40 AM 1 10:42 AM 1 10:43 AM 1 10:44 AM 1 10:48 AM 1 10:51 AM 1 10:53 AM 1 10:54 AM 1 10:58 AM 1 10:59 AM 1 11:04 AM 1 11:05 AM 1 11:06 AM 1 11:07 AM 2 11:08 AM 2 11:11 AM 2 11:12 AM 1 11:13 AM 1 11:15 AM 2 11:17 AM 2 11:19 AM 1 11:24 AM 1 11:27 AM 1 11:28 AM 1 11:29 AM 1 11:30 AM 1 11:31 AM 1 11:32 AM 1 11:33 AM 2 11:36 AM 2 11:42 AM 1 11:45 AM 1 11:53 AM 2 12:04 PM 1 12:08 PM 1 12:09 PM 2 12:10 PM 2 12:11 PM 2 12:12 PM 1 12:14 PM 1 12:16 PM 1 12:17 PM 1 12:18 PM 1 12:22 PM 1 12:23 PM 3 12:27 PM 2 12:31 PM 2 12:32 PM 2 12:41 PM 2 12:46 PM 3 12:55 PM 1 12:58 PM 3 1:01 PM 1 1:03 PM 1 1:04 PM 1 1:09 PM 1 1:10 PM 1 1:11 PM 1 1:12 PM 2 1:13 PM 1 1:15 PM 1 1:18 PM 1 1:19 PM 1 1:20 PM 2 1:22 PM 1 1:23 PM 1 1:25 PM 1 1:29 PM 1 1:32 PM 1 1:37 PM 1 1:39 PM 2 1:44 PM 1 1:46 PM 1 1:55 PM 1 1:58 PM 1 2:07 PM 1 2:09 PM 1 2:16 PM 2 2:17 PM 1 2:22 PM 1 2:27 PM 1 2:29 PM 1 2:33 PM 1 2:36 PM 1 2:37 PM 2 2:39 PM 1 2:44 PM 1 2:45 PM 1 2:46 PM 2 2:47 PM 2 2:48 PM 1 2:51 PM 1 2:52 PM 1 2:58 PM 1 3:00 PM 1 3:01 PM 1 3:07 PM 3 3:11 PM 1 3:13 PM 1 3:14 PM 1 3:16 PM 4 3:19 PM 2 3:20 PM 1 3:21 PM 1 3:22 PM 2 3:24 PM 1 3:31 PM 3 3:32 PM 1 3:35 PM 1 3:38 PM 1 3:41 PM 1 3:43 PM 1 3:45 PM 1 3:46 PM 2 3:48 PM 2 3:51 PM 2 3:52 PM 1 3:56 PM 1 4:00 PM 2 4:01 PM 1 4:06 PM 1 4:10 PM 1 4:11 PM 1 4:14 PM 2 4:15 PM 1 4:16 PM 1 4:18 PM 1 4:20 PM 1 4:22 PM 1 4:25 PM 1 4:29 PM 1 4:30 PM 1 4:31 PM 1 4:34 PM 1 4:41 PM 1 4:42 PM 1 4:44 PM 1 4:45 PM 1 4:48 PM 1 4:49 PM 1 4:59 PM 2 5:02 PM 1 5:09 PM 1 5:11 PM 1 5:17 PM 1 5:24 PM 1 5:39 PM 1 5:42 PM 1 5:44 PM 1 5:46 PM 1 5:48 PM 1 5:51 PM 1 5:54 PM 2 5:55 PM 1 5:59 PM 1 7:31 PM 1 8:02 PM 1 8:30 PM 1 8:31 PM 1 8:34 PM 2 8:48 PM 1 8:58 PM 1 8:59 PM 1 9:10 PM 1 9:11 PM 1 9:15 AM 1 9:24 PM 1 9:29 PM 1 9:30 PM 1 9:31 PM 1 9:39 AM 1 9:41 AM 2 9:42 PM 2 9:43 AM 2 9:45 PM 3 9:46 PM 1 9:47 AM 1 9:48 AM 1 9:48 PM 1 9:49 PM 1 9:58 PM 1 Date for third result of call 246 2024-04-11 2024-05-16 2024-04-11 5 2024-04-12 9 2024-04-13 12 2024-04-15 19 2024-04-17 3 2024-04-18 17 2024-04-19 5 2024-04-20 15 2024-04-21 2 2024-04-22 3 2024-04-23 1 2024-04-26 2 2024-04-27 2 2024-04-28 5 2024-04-29 8 2024-04-30 11 2024-05-01 9 2024-05-02 7 2024-05-03 8 2024-05-04 7 2024-05-05 2 2024-05-06 8 2024-05-07 2 2024-05-08 14 2024-05-09 17 2024-05-10 8 2024-05-13 11 2024-05-14 10 2024-05-15 10 2024-05-16 14 Do you agree to participate in this survey? 2030 0 1 Yes 2030 2 No 0 Do you agree to be recorded for quality control purposes? 2030 0 1 Yes 2027 2 No 3 What’s your nationality? 2030 0 1 kenyan 2030 2 Non- Kenyan 0 What is your age, in completed years? 2030 0 18 64 28.513 8.375 Sex - Gender 2030 0 1 Male 1171 2 Female 859 What is your marital status? 2030 0 1 Never Married 1473 2 Currently Married 426 3 Widowed/divorced 131 Which governorate have you mostly lived in since February 2022 2030 0 1 47 1 Mombasa 49 2 Kwale 8 3 Kilifi 34 4 Tana River 4 5 Lamu 4 6 Taita Taveta 6 7 Garissa 15 8 Wajir 4 9 Mandera 3 10 Marsabit 8 11 Isiolo 16 12 Meru 33 13 Tharaka-Nithi 14 14 Embu 26 15 Kitui 28 16 Machakos 40 17 Makueni 21 18 Nyandarua 17 19 Nyer 35 20 Kirinyaga 37 21 Murang’a 32 22 Kiambu 142 23 Turkana 23 24 West Pokot 7 25 Samburu 4 26 Trans-Nzoia 26 27 Uasin Gishu 50 28 Elgeyo-Marakwet 7 29 Nandi 21 30 Baringo 14 31 Laikipia 24 32 Nakuru 119 33 Narok 24 34 Kajiado 38 35 Kericho 19 36 Bomet 17 37 Kakamega 134 38 Vihiga 71 39 Bungoma 32 40 Busia 41 41 Siaya 35 42 Kisumu 263 43 Homa Bay 42 44 Migori 49 45 Kisii 45 46 Nyamira 8 47 Nairobi 341 Do you live in urban or rural area? 2030 0 1 Urban 1360 2 Rural 670 How many people, including yourself and children, live in your current household 2030 0 1 939 2 230 3 223 4 208 5 178 6 113 7 80 8 22 9 7 10 16 11 3 12 7 13 1 14 1 15 2 How many female members are in your household? 1091 939 0 84 1 280 2 381 3 210 4 86 5 33 6 10 7 4 8 2 10 1 Sysmiss 939 What’s your relation to the head of the household 1091 939 1 Head of the household 461 2 Wife of the household head \ Husband of the household head 176 3 Son 240 4 Daughter 130 5 Other (Specify) 84 Sysmiss 939 Specify other relation to the head of the household 84 0 Brother of the Household Head 24 Grand Child 7 Mother of the Household Head 2 Other Relatives 18 Roommate/friend 16 Sister of the Household Head 17 What’s the gender of the household head 630 1400 1 Male 502 2 Female 128 Sysmiss 1400 What is the number of family members between 15 and 65 years 1091 939 1 64 2 427 3 245 4 173 5 85 6 54 7 25 8 12 9 2 10 2 11 1 12 1 Sysmiss 939 Does anyone else (other than you) in the household have functional mobile phone 1091 939 1 Yes 891 2 No 200 Sysmiss 939 How many phones do they have with? | Telephone Company No.1 891 1139 0 3 1 285 2 227 3 153 4 104 5 60 6 33 7 13 8 8 9 2 11 2 13 1 Sysmiss 1139 How many phones do they have with? | Telephone Company No.2 891 1139 0 223 1 320 2 214 3 80 4 38 5 10 6 4 7 1 9 1 Sysmiss 1139 How many phones do they have with? | Telephone Company No.3 891 1139 0 667 1 167 2 45 3 10 5 2 Sysmiss 1139 How many phones do they have with? | Telephone Company No.4 891 1139 0 700 1 151 2 34 3 5 4 1 Sysmiss 1139 How many phones do they have with? | Other Telephone Company (Specify) 891 1139 0 881 1 10 Sysmiss 1139 Specify other phone operator do they have 10 0 Faiba 10 Do you, personally, have any other functional mobile phone numbers 2030 0 1 Yes 729 2 No 1301 How many phones do you have with? | Telephone Company No.1 729 1301 0 341 1 198 2 190 Sysmiss 1301 How many phones do you have with? | Telephone Company No.2 729 1301 0 169 1 541 2 19 Sysmiss 1301 How many phones do you have with? | Telephone Company No.3 729 1301 0 599 1 123 2 7 Sysmiss 1301 How many phones do you have with? | Telephone Company No.4 729 1301 0 613 1 115 2 1 Sysmiss 1301 How many phones do you have with? | Other Telephone Company (Specify) 729 1301 0 711 1 18 Sysmiss 1301 Specify other phone operator do you have 18 0 Faiba 18 What is the highest level of education you have completed? 2030 0 1 Less than primary 4 2 Primary/ Preparatory 54 3 Secondary 849 4 Technical Institutes 404 5 University 701 6 Above university level 18 How many children under age six live in your household? 1091 939 0 624 1 327 2 110 3 23 4 6 8 1 Sysmiss 939 How many children enrolled in school live in your current household? 1091 939 0 384 1 263 2 234 3 127 4 54 5 20 6 3 7 1 8 4 10 1 Sysmiss 939 2030 0 1 Has increased 510 2 Has decreased 423 3 stayed the same 646 4 Not Applicable 451 What are the most important reason that you think changed your situation 933 1097 1 Economic Reasons 738 2 Personal reasons (i.e. Marriage, giving birth ) 190 3 Other 5 Sysmiss 1097 Specify Other 5 0 CLIMATE 1 FLOODS 1 Nothing 1 both 2 What was your main job as of the end of February 2022 (Before the conflict) 2030 0 1 Farmer (owns a farm/self-employed on a farm) 68 2 Business owner \self-employed (but not a farmer) 198 3 Unpaid family worker on a farm 23 4 Unpaid family worker (but not a farmer) 35 5 Wage worker for Government / Public sector 128 6 Wage Worker for a private sector /NGO 665 7 Unemployed and looking for work 247 8 Full time carer (e.g. housewife) 30 9 Full Time Student 559 10 Retired 23 11 Other, not employed and not looking for work 54 Is your main job in this past month different than February 2022 2030 0 1 Yes 279 2 No 1751 What was your main job/activity in the past month? 279 1751 1 Farmer (owns a farm/self-employed on a farm) 11 2 Business owner \self-employed (but not a farmer) 30 3 Unpaid family worker on a farm 7 4 Unpaid family worker (but not a farmer) 5 5 Wage worker for Government / Public sector 38 6 Wage Worker for a private sector /NGO 48 7 Unemployed and looking for work 84 8 Full time carer (e.g. housewife) 6 9 Full Time Student 22 10 Retired 6 11 Other, not employed and not looking for work 22 Sysmiss 1751 In February 2022, what was your household's total monthly income 2030 0 1 53000 KES or more 150 2 Between 42000 and 53000 KES 130 3 Between 31000 and 42000 KES 208 4 Between 21000 and 31000 KES 298 5 Between 13000 and 21000 KES 246 6 Between 9000 and 13000 KES 230 7 Less than 9000 KES 236 8 I don't know (Don't read) 421 9 Refused (Don't read) 111 Did your household's monthly income changed last month compared to Feb 2022? 2030 0 1 Decreased by more than 25% 286 2 Decreased by 1-25% 539 3 Stay the same 822 4 Increased by 1-25% 283 5 Increased by more than 25% 100 How many earners does this family have? 1091 939 1 474 2 476 3 107 4 22 5 6 6 4 8 1 12 1 Sysmiss 939 who experienced the decrease in Income? | Head of the household 530 1500 0 Not mentioned 81 1 mentioned 449 Sysmiss 1500 who experienced the decrease in Income? | "Wife of the household head \ Husband 530 1500 0 Not mentioned 430 1 mentioned 100 Sysmiss 1500 who experienced the decrease in Income? | Sons 530 1500 0 Not mentioned 502 1 mentioned 28 Sysmiss 1500 who experienced the decrease in Income? | Daughters 530 1500 0 Not mentioned 504 1 mentioned 26 Sysmiss 1500 who experienced the decrease in Income? | Other (Specify) 530 1500 0 Not mentioned 511 1 mentioned 19 Sysmiss 1500 Specify the others who experienced the decrease in income 19 0 All the household 3 Brother of the household head 4 Male Roommate/friend 8 Other male relatives 1 Sister of the household head 3 Do you usually receive | Cash transfers 2030 0 0 Not mentioned 1944 1 mentioned 86 Do you usually receive | ration card 2030 0 0 Not mentioned 2019 1 mentioned 11 Do you usually receive | Bread card 2030 0 0 Not mentioned 2019 1 mentioned 11 Do you usually receive | Social security pension 2030 0 0 Not mentioned 2010 1 mentioned 20 Do you usually receive | other 2030 0 0 Not mentioned 1991 1 mentioned 39 Do you usually receive | No, I don't receive 2030 0 0 Not mentioned 162 1 mentioned 1868 Specify other 39 0 Educational fund / sponsership 13 In-kind of food transfers 17 Loans 6 PENSION 1 Subsidized fertilizer 2 Who is the direct recipient of the government support? 162 1868 1 Head of the household 129 2 "Wife of the household head \ Husband of the household head" 12 3 Sons 12 4 Daughters 5 5 Other (Specify) 4 Sysmiss 1868 Specify Other 4 0 All the household 3 parents 1 Have you received | Cash transfers 2030 0 0 Not mentioned 1999 1 mentioned 31 Have you received | In-kind food transfers 2030 0 0 Not mentioned 2015 1 mentioned 15 Have you received | Irregular worker support 2030 0 0 Not mentioned 2026 1 mentioned 4 Have you received | HSNP 2030 0 0 Not mentioned 2026 1 mentioned 4 Have you received | Other 2030 0 0 Not mentioned 2020 1 mentioned 10 Have you received | No, I didn't receive 2030 0 0 Not mentioned 64 1 mentioned 1966 Specify Other 10 0 Educational fund / sponsership 1 Loans 2 Mosquito nets 2 PENSION 1 Subsidized fertilizer 4 Who is the direct recipient of this support? 64 1966 1 Head of the household 49 2 Wife/ Husband 8 3 Sons 6 4 Daughters 1 5 Other (Specify) 0 Sysmiss 1966 Specify Other 0 0 Did you need to resort to Take money out of Savings 2030 0 0 Not mentioned 1246 1 mentioned 784 Did you need to resort to Family, relatives, or friends in (country) 2030 0 0 Not mentioned 1653 1 mentioned 377 Did you need to resort to Family, relatives, or friends abroad 2030 0 0 Not mentioned 1891 1 mentioned 139 Did you need to resort to Go back to your village or family? 2030 0 0 Not mentioned 1668 1 mentioned 362 Did you need to resort to Borrow from a bank, employer, or private lender 2030 0 0 Not mentioned 1493 1 mentioned 537 Did you need to resort to Reduce expenditure on education of boys 2030 0 0 Not mentioned 1950 1 mentioned 80 Did you need to resort to Reduce expenditure on education of girls 2030 0 0 Not mentioned 1938 1 mentioned 92 Did you need to resort to Reduce expenditure on basic non-food expenditure 2030 0 0 Not mentioned 1328 1 mentioned 702 Did you need to resort to Reduce expenses on health 2030 0 0 Not mentioned 1863 1 mentioned 167 Did you need to resort to Sell productive assets or means transport 2030 0 0 Not mentioned 1792 1 mentioned 238 Did you need to resort to Sell house or land 2030 0 0 Not mentioned 1929 1 mentioned 101 Did you need to resort to Withdraw children from school 2030 0 0 Not mentioned 1998 1 mentioned 32 Did you need to resort to Some other source (specify) 2030 0 0 Not mentioned 2002 1 mentioned 28 Did you need to resort to None 2030 0 0 Not mentioned 1662 1 mentioned 368 Specify Other 28 0 Doing more jobs 12 HUSTLING 2 Starting farming 10 all 1 dropping out of school 1 increased medication 1 reduced expenses on food 1 Specify Other 0 0 In the past 7 days, did you spend at least one hour working? 2030 0 1 Yes 1273 2 No 757 In the past 7 days, how many hours did you work? 1273 757 1 312 25.69 26.757 Were you attached to a job in the past 7 days but were temporarily absent 757 1273 1 Yes 72 2 No 685 Sysmiss 1273 In the past 7 days, were you wanting, willing and available to work? 685 1345 1 Yes 362 2 No 323 Sysmiss 1345 In the past four weeks, did you actively search for work? 362 1668 1 Yes 293 2 No 69 Sysmiss 1668 Why did you not search? 69 1961 1 Believe there are no jobs at all 6 2 No suitable job 1 3 Lack of personal connections (wasta) 23 4 Because of studying 33 5 Family responsibilities 2 6 Other (specify) 4 Sysmiss 1961 Specify Other 4 0 Education 4 Who usually buys and prepares food in the household? 2030 0 1 Head of the household 1393 2 Wife of the household head \ Husband of the household head 480 3 Sons 16 4 Daughters 62 5 Other (Specify) 79 Specify Other 79 0 Brother of the Household Head 12 Mother of the Household Head 1 No specific one 10 Other Relatives 12 Roommate/friend 9 Sister of the Household Head 15 maid 19 myself 1 Unable to eat what they usually eat 2030 0 0 Not mentioned 1630 1 mentioned 400 Unable to buy the amount we usually buy because of shortages of food 2030 0 0 Not mentioned 1608 1 mentioned 422 Unable to buy the amount of food we usually buy because the price increased 2030 0 0 Not mentioned 1120 1 mentioned 910 Unable to buy the amount of food we usually buy because our income dropped 2030 0 0 Not mentioned 1528 1 mentioned 502 2030 0 0 Not mentioned 1437 1 mentioned 593 Had to change the meal composition because of price increase 2030 0 0 Not mentioned 1518 1 mentioned 512 Have you or any household member experienced |None 2030 0 0 Not mentioned 1630 1 mentioned 400 Unable to eat what they usually eat| Females 1007 1023 0 Not mentioned 820 1 mentioned 187 Sysmiss 1023 Unable to buy the amount we usually buy because of shortages of food| Females 1007 1023 0 Not mentioned 810 1 mentioned 197 Sysmiss 1023 Unable to buy the amount we usually buy because the price increased| Females 1007 1023 0 Not mentioned 593 1 mentioned 414 Sysmiss 1023 Unable to buy the amount we usually buy because our income dropped| Females 1007 1023 0 Not mentioned 715 1 mentioned 292 Sysmiss 1023 Had to reduce the number of meals we usually eat| Females 1007 1023 0 Not mentioned 738 1 mentioned 269 Sysmiss 1023 Had to change the meal composition because of price increase| Females 1007 1023 0 Not mentioned 735 1 mentioned 272 Sysmiss 1023 Have the female household members experienced |None 1007 1023 0 Not mentioned 780 1 mentioned 227 Sysmiss 1023 Concerned about not having enough food to eat 2030 0 1 Always 293 2 Often 324 3 Occasionally 509 4 Rarely 538 5 Never 366 Concerned about not having enough food to eat| Females 1007 1023 1 Always 129 2 Often 150 3 Occasionally 217 4 Rarely 296 5 Never 215 Sysmiss 1023 Unable to eat a source of meat, rice and vegetables 2030 0 1 Always 130 2 Often 336 3 Occasionally 560 4 Rarely 614 5 Never 390 Unable to eat a source of meat, rice and vegetables| Females 1007 1023 1 Always 46 2 Often 156 3 Occasionally 264 4 Rarely 328 5 Never 213 Sysmiss 1023 Ate only a few kinds of foods 2030 0 1 Always 161 2 Often 371 3 Occasionally 569 4 Rarely 563 5 Never 366 Ate only a few kinds of foods| Females 1007 1023 1 Always 67 2 Often 181 3 Occasionally 238 4 Rarely 315 5 Never 206 Sysmiss 1023 Had to skip a meal 2030 0 1 Always 80 2 Often 242 3 Occasionally 421 4 Rarely 722 5 Never 565 Had to skip a meal| Females 1007 1023 1 Always 25 2 Often 98 3 Occasionally 188 4 Rarely 377 5 Never 319 Sysmiss 1023 Ate less than you thought you should 2030 0 1 Always 132 2 Often 330 3 Occasionally 472 4 Rarely 663 5 Never 433 Ate less than you thought you should| Females 1007 1023 1 Always 52 2 Often 154 3 Occasionally 210 4 Rarely 354 5 Never 237 Sysmiss 1023 Household run out of food 2030 0 1 Always 70 2 Often 240 3 Occasionally 427 4 Rarely 717 5 Never 576 Hungry but didn't eat 2030 0 1 Always 69 2 Often 295 3 Occasionally 446 4 Rarely 688 5 Never 532 Hungry but didn't eat| Females 1007 1023 1 Always 27 2 Often 118 3 Occasionally 196 4 Rarely 358 5 Never 308 Sysmiss 1023 Which activity best describes your main job as of the end of February 2022 793 1237 1 Agriculture, fishing or mining 46 2 Manufacturing 72 3 Construction or utilities 71 4 Retail 113 5 Wholesale 92 6 Transportation and storage 52 7 Accommodation and food services 45 8 Information and communication 66 9 Financial activities or real estate 64 10 Education 79 11 Health 68 12 Other services (specify) 25 Sysmiss 1237 Specify Other 25 0 Barber & Beauty center 1 COACHING 1 Doesn't prefer to say 2 Doesn't remember 1 Law 1 Marketing 1 NGO 1 Private Company 2 SECCRETARY 1 Security 6 Sports 5 consultancy 1 life saver 1 sloonist 1 As of end of February 2022, what was your occupation? 793 1237 1 Manager/professional 162 2 Technicians/associate professionals 224 3 Clerks/service workers 286 4 "Blue collar, skilled agricultural, production and transport 121 Sysmiss 1237 As of end of February 2022, what was the stability of your employment status? 793 1237 1 Regular (permanent or temporary) 349 2 Irregular (causal, seasonal, or intermittent) 444 Sysmiss 1237 As of end of February 2022, did you have social insurance? 793 1237 1 Yes 419 2 No 374 Sysmiss 1237 As of end of February 2022, did you work inside an establishment? 793 1237 1 Yes 551 2 No 242 Sysmiss 1237 How many paid employees in your workplace at the end of February 2022 793 1237 1 9998 1527.185 3434.179 In February 2022, what was your personal net monthly wage 793 1237 0 813044 32134.475 41995.785 What category was your personal net monthly wage in February 2022? 156 1874 1 53000 KES or more 17 2 Between 42000 and 53000 KES 18 3 Between 31000 and 42000 KES 29 4 Between 21000 and 31000 KES 18 5 Between 13000 and 21000 KES 9 6 Between 9000 and 13000 KES 7 7 Less than 9000 KES 2 8 I don't know (Don't read) 16 9 Refused (Don't read) 40 Sysmiss 1874 what is the current status of the business you worked for as of February 2022? 793 1237 1 Temporarily closed 119 2 Permanently closed 125 3 Open with the same number of employees 197 4 Business chose to reduce the number of employees (layoff) 194 5 "Business chose to increase the number of employees" 78 6 Do not know 80 Sysmiss 1237 Reasons that have affected th previous status | rank 1 516 1514 1 Domestic Economic Policies 328 2 War in Ukraine 168 3 Other 20 Sysmiss 1514 Reasons that have affected th previous status | rank 1_oth 20 0 Business Reasons 4 Climate Change & Floods 1 Corona 2 Financial Problems for the Business 3 Inflation 3 Insecurity in the region 1 Lack of Demand 3 Taxes 2 current strike of doctors 1 Reasons that have affected th previous status | rank 2 516 1514 1 Domestic Economic Policies 164 2 War in Ukraine 265 3 Other 87 Sysmiss 1514 Reasons that have affected th previous status | rank 2_oth 93 Business Reasons 31 Climate Change & Floods 1 Corona 2 Financial Problems for the Business 12 High level of insecurity in the area of operation 1 INCREASEAD POPOLATION 1 Inflation 7 Lack of Demand 3 Lack of Food 1 Lack of electricity to the area 1 Nothing 20 Personal Problems 1 Taxes 9 The importation of cheap goods from other countries affected the market goods and services were no longer needed 1 Unemployment 2 Reasons that have affected th previous status | rank 2_oth 0 0 Reasons that have affected th previous status | rank 3 516 1514 1 Domestic Economic Policies 24 2 War in Ukraine 83 3 Other(specify) 56 4 Nothing 353 Sysmiss 1514 Reasons that have affected th previous status | rank 3_oth 56 0 Business Reasons 20 Climate Change & Floods 1 Financial Problems 6 Inflation 16 Lack of Demand 3 Lack of Food 1 Taxes 7 Unemployment 2 Reasons that have affected th previous status | rank 3_oth 0 0 In the past month, what was your personal net monthly wage? 797 1233 1000 231000 30635.051 23507.506 What category was your personal net monthly wage 161 1869 1 53000 KES or more 12 2 Between 42000 and 53000 KES 10 3 Between 31000 and 42000 KES 30 4 Between 21000 and 31000 KES 30 5 Between 13000 and 21000 KES 10 6 Between 9000 and 13000 KES 9 7 Less than 9000 KES 4 8 I don't know (Don't read) 20 9 Refused (Don't read) 36 Sysmiss 1869 Has your workplace been facing a loss in demand due to other reasons 797 1233 0 Not mentioned 460 1 mentioned 337 Sysmiss 1233 Has your workplace been facing a reduction in the availability 797 1233 0 Not mentioned 476 1 mentioned 321 Sysmiss 1233 No particular challenge 797 1233 0 Not mentioned 566 1 mentioned 231 Sysmiss 1233 Has your workplace been facing | other 797 1233 0 Not mentioned 782 1 mentioned 15 Sysmiss 1233 Specify Other 15 Business Growth 1 1 Financial Difficulty 2 Financial Issues 2 Layoffs 1 Natural Disaster 1 Our workforce was impacted by the conflict, with some employees faced personal challenges that needed emotional support 1 Poor Management 1 The delivery of items essential to our business took long hindering productivity 1 The war affected the transportation of raw materials used in production due to geopolitical tension between different countries 1 Uncertainity in Business due to the war made it difficult to form partnership and make future plans. 1 WAR IN UKRAINE MADE IT HAD HARD FOR THE COMPANY TO RETAIN WORKERS SO THEY HAD TO SACK OTHERS 1 limited opportunities to work on that are so limited 1 Specify Other 0 0 Which activity best describes your main job as of the end of February 2022 198 1832 1 Agriculture, fishing or mining 13 2 Manufacturing 6 3 Construction or utilities 10 4 Retail 94 5 Wholesale 27 6 Transportation and storage 14 7 Accommodation and food services 7 8 Information and communication 11 9 Financial activities or real estate 6 10 Education 2 11 Health 2 12 Other services (specify) 6 Sysmiss 1832 Specify Other 6 0 Barber & Beauty center 2 Social work 1 business 1 electronics shop 1 survey 1 How many workers did your business have at the end of February 2022 198 1832 1 91 2 38 3 17 4 12 5 13 6 3 7 1 8 2 9 3 10 5 11 1 12 1 13 1 15 3 30 1 48 1 50 2 58 1 100 1 150 1 Sysmiss 1832 Is your business still open? 198 1832 1 Yes 109 2 No 89 Sysmiss 1832 When are you expecting that this business will resume operations? 89 1941 1 Less than 2 weeks 6 2 Between 2 and 4 weeks 11 3 Between 1 and 2 months 20 4 Between 2 and 6 months 8 5 More than 6 months 10 6 Never 10 7 Don’t know (uncertain) 24 Sysmiss 1941 What were your total annual sales/revenue in 2023? 109 1921 2000 126000000 1490119.982 12097068.385 What category was your total annual revenue in 2023? 42 1988 1 25,000,000 KES or more 0 2 2 3 0 4 5 5 2 6 130000 KES to less than 260000 KES 4 7 0 to less than 130000 KES 8 9 Refuse 11 10 Don't know 10 Sysmiss 1988 Did your sales increase or decrease in the last 60 days compared to 2021? 109 1921 1 increase 33 2 decrease 60 3 no change 16 Sysmiss 1921 what is the percentage of this increase or decrease in your sales/revenues? 93 1937 3 2 5 10 6 1 7 1 8 2 10 14 12 2 15 5 20 13 25 9 30 5 32 1 35 2 40 5 50 9 60 2 996 4 998 6 Sysmiss 1937 Have you applied for business loans 109 1921 0 Not mentioned 86 1 mentioned 23 Sysmiss 1921 Have you applied for loan payment deferrals 109 1921 0 Not mentioned 106 1 mentioned 3 Sysmiss 1921 Have you applied for partial or total salary subsidies 109 1921 0 Not mentioned 107 1 mentioned 2 Sysmiss 1921 Have you applied for cash transfers of unemployment benefits 109 1921 0 Not mentioned 106 1 mentioned 3 Sysmiss 1921 Have you applied for rental or utilities subsidies or deferrals 109 1921 0 Not mentioned 106 1 mentioned 3 Sysmiss 1921 Have you applied for subsidized provision of specific products 109 1921 0 Not mentioned 107 1 mentioned 2 Sysmiss 1921 Have you applied for reduction or delay in taxes 109 1921 0 Not mentioned 105 1 mentioned 4 Sysmiss 1921 I haven't applied for any programs 109 1921 0 Not mentioned 32 1 mentioned 77 Sysmiss 1921 Why have you not applied| I am not aware of any such programs 77 1953 0 Not mentioned 53 1 mentioned 24 Sysmiss 1953 Why have you not applied| Requires internet/smart phone and I do not have one 77 1953 0 Not mentioned 75 1 mentioned 2 Sysmiss 1953 Why have you not applied| I don't think I will get support from these programs 77 1953 0 Not mentioned 56 1 mentioned 21 Sysmiss 1953 Why have you not applied| I will need to pay a bribe to apply to these programs 77 1953 0 Not mentioned 69 1 mentioned 8 Sysmiss 1953 Why have you not applied| I haven't thought about them before 77 1953 0 Not mentioned 53 1 mentioned 24 Sysmiss 1953 Why have you not applied| Other 77 1953 0 Not mentioned 77 1 mentioned 0 Sysmiss 1953 Specify Other 0 0 What would be the most needed policy to support your business 109 1921 1 Business loans 48 2 Loan payment deferrals 7 3 Partial or total salary subsidies 2 4 Cash transfers or unemployment benefits 7 5 Rental or utilities subsidies or deferrals 5 6 Subsidized provision of specific products, inputs or service 10 7 Reduction or delay in taxes 24 8 Others (specify) 0 9 Nothing 6 Sysmiss 1921 Specify Other 0 0 How many of your workers do you expect will experience| Temporary layoff 109 1921 0 63 1 16 2 5 3 2 4 2 5 2 7 1 56 1 9996 2 9998 15 Sysmiss 1921 How many female workers do you expect will experience| Temporary layoff 46 1984 0 9 1 18 2 6 20 1 2595 1 9996 2 9998 9 Sysmiss 1984 How many of your workers do you expect will experience| Permanent layoff 109 1921 0 72 1 10 2 4 3 2 4 1 5 1 10 2 20 1 998 1 9996 2 9998 13 Sysmiss 1921 How many female workers do you expect will experience | Permanent layoff 37 1993 0 7 1 13 2 2 3 1 6 2 10 1 998 1 9996 2 9998 8 Sysmiss 1993 How many of your workers do you expect will experience| reduction in earnings 109 1921 0 60 1 17 2 9 3 1 4 2 6 2 7 1 10 1 9996 2 9998 14 Sysmiss 1921 How many female workers do you expect will experience | Reduction in earnings 49 1981 0 10 1 20 2 6 3 1 4 1 9996 2 9998 9 Sysmiss 1981 How many of workers do you expect will experience| Hired additional workers 109 1921 0 71 1 13 2 4 3 2 5 3 6 1 7 1 8 1 9 1 10 1 11 1 9996 2 9998 8 Sysmiss 1921 How many female workers do you expect will experience | Hired additional workers 38 1992 0 8 1 9 2 3 3 5 4 2 5 1 8 1 9996 2 9998 7 Sysmiss 1992 Over 2024, do you expect any change in your total sales comparing to 2022? 109 1921 1 Increase 65 2 Decrease 22 3 No change 22 Sysmiss 1921 What is the percentage of change? 87 1943 1 998 113.46 283.18 Workers that are most likely to experience the risk of deteriorating job loss 109 1921 1 Males more 18 2 Females more 22 3 Both equally 69 Sysmiss 1921 What is the most important crop/livestock or dairy products for your household? 68 1962 1 Cereals 30 2 Vegetables and melons 11 3 Fruits and nuts 1 4 Oilseed crops and oleaginous fruits 0 5 Root/tuber crops with high starch or inulin content 2 6 Stimulant, spice and aromatic crops 0 7 Leguminous crops 2 8 Sugar crops 1 9 Livestock or Dairy Products 21 10 Other crops (specify) 0 Sysmiss 1962 Specify Other 0 0 In which phase of the crop cycle are you? 68 1962 1 Land preparation 3 2 Planting 15 3 Crop on the farm: Applying inputs, weeding 36 4 Harvesting 5 5 Selling 4 6 None of the above (off-season) 5 Sysmiss 1962 How many days did you and your household members spend on this activity 63 1967 1 Much fewer days, lowest number of days in past 5 years 4 2 Fewer days 14 3 About the same 21 4 More days 20 5 Many more days, highest number of days in past 5 years 0 6 Not applicable 4 Sysmiss 1967 Who spends more time on this activity on your farm? 63 1967 1 Head of the household 48 2 Wife of the household head \ Husband of the household head 6 3 Sons 5 4 Daughters 0 5 Other (Specify) 2 6 Not applicable 2 Sysmiss 1967 Specify Other 2 0 siblings 1 wokers 1 how many days did you hire workers to work on this activity? 63 1967 1 Much fewer days, lowest number of days in past 5 years 7 2 Fewer days 15 3 About the same 16 4 More days 13 5 Many more days, highest number of days in past 5 years 1 6 Not applicable 11 Sysmiss 1967 Days that you and your household members spent on on other people's farms 63 1967 1 Much fewer days, lowest number of days in past 5 years 4 2 Fewer days 12 3 About the same 21 4 More days 18 5 Many more days, highest number of days in past 5 years 0 6 Not applicable 8 Sysmiss 1967 how many seeds and inputs have you used for your farm for this crop? 63 1967 1 Inputs are not available 6 2 Much less, lowest amount in past 5 years 10 3 Less 8 4 About the same 24 5 More 11 6 Much more, highest amount in past 5 years 0 7 Not applicable 4 Sysmiss 1967 To what extent access to water was a challenge? 63 1967 1 The problem has increased 23 2 The problem has decreased 8 3 The problem stayed the same 5 4 There was no problem and there is no problem now 20 5 Not applicable 7 Sysmiss 1967 To what extent access to domestic fertilizers was a challenge? 63 1967 1 The problem has increased 33 2 The problem has decreased 12 3 The problem stayed the same 7 4 There was no problem and there is no problem now 7 5 Not applicable 4 Sysmiss 1967 To what extent access to imported fertilizers was a challenge? 63 1967 1 The problem has increased 40 2 The problem has decreased 10 3 The problem stayed the same 4 4 There was no problem and there is no problem now 6 5 Not applicable 3 Sysmiss 1967 To what extent access to animal feed was a challenge? 63 1967 1 The problem has increased 25 2 The problem has decreased 13 3 The problem stayed the same 4 4 There was no problem and there is no problem now 9 5 Not applicable 12 Sysmiss 1967 To what extent access to enough seeds was a challenge? 63 1967 1 The problem has increased 33 2 The problem has decreased 11 3 The problem stayed the same 6 4 There was no problem and there is no problem now 7 5 Not applicable 6 Sysmiss 1967 To what extent access to fuel and electricity was a challenge? 63 1967 1 The problem has increased 32 2 The problem has decreased 7 3 The problem stayed the same 7 4 There was no problem and there is no problem now 14 5 Not applicable 3 Sysmiss 1967 how much have you harvested for your farm for this crop/ products? 63 1967 1 Much less, lowest amount in past 5 years 6 2 Less 22 3 About the same 16 4 More 11 5 Much more, highest amount in past 5 years 4 6 Not applicable 4 Sysmiss 1967 How are /do you expect prices to change for this crop/ product? 63 1967 1 Much lower, lowest price in the last 5 years. 6 2 Lower 10 3 About the same 13 4 Higher 22 5 Much higher, highest price in the last 5 years 5 6 Not applicable 7 Sysmiss 1967 Do you expect to be able to sell your crop in the markets? 68 1962 1 Yes 48 2 "No, but I expect to find other channels to sell all my crop 13 3 No, I will likely not be able to sell all my crop/ product 2 4 No, I will likely not be able to sell any of my crop/ produc 5 Sysmiss 1962 Recent crises| rank 1 2030 0 1 Domestic Economic Policies 1173 2 War in Ukraine 677 3 Other(specify) 180 Recent crises| rank 1_other 180 0 CURFEW 1 Climate Change & Floods 28 Corona 7 Corruption 2 Don't Know 1 Financial Problems 16 Inflation 31 Lack of Food 4 Nothing 17 Personal Problems 28 Taxes 6 Unemployment 37 Wars 1 insecurity in the area 1 Recent crises| rank 1_other 0 0 Recent crises| rank 2 2030 0 1 Domestic Economic Policies 723 2 War in Ukraine 921 3 Other(specify) 386 Recent crises| rank 2_other 386 0 Climate Change & Floods 43 Corona 13 Corruption 14 Financial Problems 21 Inflation 70 Lack of Food 3 Nothing 73 Personal Problems 84 Taxes 10 Unemployment 47 Wars 2 insecurity 1 other global issues 1 poor resources 1 reduction of production 1 unavailability of skilled labour 1 unproductive workers 1 Recent crises| rank 2_other 0 0 Recent crises| rank 3 2030 0 1 Domestic Economic Policies 134 2 War in Ukraine 432 3 Other(specify) 586 4 Nothing 878 Recent crises| rank 3_other 586 0 CYBERCRIME 1 Climate Change & Floods 72 Corona 23 Corruption 12 EDUCATION SYSTEM 1 Financial Problems 67 INSECURITY 1 Inflation 147 Lack of Food & goods 19 Loss in Business 4 Personal Problems 74 Racism 3 Retretchment from place of work 7 Taxes 42 Unemployment 98 War in Palestine 1 Wars 4 damage recovery by insurance companies taking a long time 1 demand 1 high demand in market 1 insecurity 2 land slides in my home place 1 rise in transportation cost 2 survey 1 unpreparenes of any issues that arise 1 Recent crises| rank 3_other 0 0 Country 2030 0 404 404 404 0 Unique identifier between countries 2030 0 40400000000010 40400900000318 40400041740337.7 189163882.955 Individual weight 2030 0 0.00645 5.807 1 1.584 Household weight 2030 0 0.011 5.047 1 1.286