UNHCR-MWI-2017-LIS-1.1
UNHCR-MWI-2017-LIS-1.2
Keita Ishitani
Bram Dekker
United Nations High Commissioner for Refugees
Nesstar Publisher
Version 1.2
Livelihoods Programme Monitoring Beneficiary Survey in 2017
UNHCR-MWI-LIS-2017-v2.1
United Nations High Commissioner for Refugees
Nesstar Publisher
Solutions
Socio-Economic/Monitoring Survey [hh/sems]
The UNHCR Livelihoods Monitoring Framework are designed to promote a standardized approach to tracking program performance and impact through revised impact and performance indicators with concrete definitions, which have made them more focused, precise and relevant to the key intervention areas. The data and the key analysis is available for UNHCR - and externally - financed programs across three primary focus areas - agriculture, self-employment and wage-employment - in terms of assets, employment, market access and more.
v2.1: Edited, anonymous dataset for public distribution.
Livelihoods
Economic inclusion
Agriculture
Self-employment
Wage-employment
Income
Savings
Livelihoods assets
Income Generation
Agriculture
Livestock / Animal Husbandry
Fisheries
Capacity Building / Training
Livelihood & Social cohesion
Solutions
Since 2014, UNHCR has undertaken a comprehensive revision of the framework for monitoring UNHCR Livelihoods and Economic Inclusion programs. Since 2017, mobile data collection (survey) tools have been rolled out globally, including in Malawi. The participating operations conducted a household survey to a sample of beneficiaries of each livelihoods project implemented by UNHCR and its partner. The dataset consists of baseline (87 observations) and endline data (78 observations) from the same sample beneficiaries, in order to compare before and after the project implementation and thus to measure the impact.
Malawi
Dzaleka
Household
Sample survey data [ssd]
Churches Action in Relief and Development
United Nations High Commissioner for Refugees
Some operations may deviate from the sampling guidance due to local constraints such as logistical and security obstacles.
Computer Assisted Personal Interview [capi]
The survey questionnaire used to collect the survey consists of five sections: Partner Information, General Information on Beneficiary, Access to Agricultural Production Enabled and Enhanced, Access to Self-Employment/ Business Facilitated, and Access to Wage Employment Facilitated.
Data was collected through computer-assisted face-to-face interviewing (on tablets)
No weights were applied during the analysis
The dataset presented here has undergone light checking, cleaning, harmonisation of localised information, and restructuring (data may still contain errors) as well as anonymization (includes removal of direct identifiers and sensitive variables, and grouping values of select variables). Empty values can occur for several reasons (e.g. no occurrence of agricultural interventions among the beneficiaries will result in empty variables for the agricultural module).
Information not available
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.
.
unhcr_mwi_lis_2017_v2.1.NSDstat
This file contains all household-level data collected during this survey.
165
89
Nesstar 200801
Data Status
165
0
OK
165
Monitoring Year
165
0
2017
165
Country
165
0
Malawi
165
Population Planning Group (PPG)
165
0
Refugees and asylum seekers in Dzaleka camp and urban areas
165
1.1 Partner organisation
165
0
Churches Action in Relief and Development
165
1.4 Site
165
0
Dzaleka
165
1.5 Site other
0
165
Sysmiss
165
1.6 In which camp/site/settlement/town is this household located?
66
0
Besela
1
Chawiya fostara
1
Chimtengo
3
Chintengo
1
Dowa
1
Dzaleka
20
Jumbe
2
Kankhande
1
Kawolamwazi
2
Kundwe
1
Lilabwe
1
Lilambwe
1
Lilambwe B
2
Lirambwe
4
Lundu
3
Mazi
2
Mchaire
1
Mengwe 1
3
Mpindang'ombe
2
Msochi
1
Mtanda
7
Ntanda
3
Nyundo
1
Sonchi 2
1
Thunduzi
1
1.7 Which camp/site/town is geographically close?
66
0
Dzaleka
66
1.8 Is this Baseline or Endline Survey?
165
0
1
Baseline
87
2
Endline
78
1.9 What types of livelihoods programs is this beneficiary planned to benefit fr
87
78
1
1. Output 1: Agriculture production enhanced
56
2
31
Sysmiss
78
1.10 Will this beneficiary participate in the graduation programme?
87
78
1
No
39
2
Yes
48
Sysmiss
78
1.11 What types of livelihoods programs has this beneficiary participated in?
78
0
O1
45
O2
33
2.2 age
165
0
0
below 20 years
1
20
20-29 years
27
30
30-39 years
48
40
40-49 years
55
50
50-59 years
20
60
60+ years
14
2.3 Gender
165
0
1
1. Male
95
2
2. Female
70
2.4 Current legal status in the country
165
0
1
Asylum Seeker
56
2
Host Community
66
3
Refugee
43
2.8 Which country do you originally come from?
99
0
Burundi
41
Congo
17
Congo,_Democratic_Republic_of
22
Rwanda
19
2.9 What year did you arrive in the country?
99
66
1999
1
2000
6
2001
11
2002
8
2003
9
2004
2
2005
1
2006
1
2007
6
2009
1
2011
1
2012
4
2013
16
2014
9
2015
8
2016
5
2017
10
Sysmiss
66
2.10 Highest level of formal education attended
165
0
1
1. No education
24
2
2. Primary, no diploma
72
3
3. Primary
18
4
4. Secondary, no diploma
18
5
5. Secondary
16
6
6. Middle, no diploma
4
7
7. Middle
5
8
8. TVET, no diploma
1
9
9. TVET
2
10
10. University, no diploma
1
11
11. University
3
12
12. Post University, no diploma
0
13
13. Post University
1
2.11 What is your current marital status?
165
0
1
Divorced
1
2
Married
119
3
Other
3
4
Separated
7
5
Single
7
6
Widowed
28
2.12 How many people are in the household?
165
0
1
1
2
8
3
17
4
30
5
30
6
15
7
23
8
15
9
13
10
10 or more
13
Dependency ratio
165
0
0
99
6.384
21.008
3.1 What types of agriculture sub-sector support will/have you receive/received?
101
0
Farming
91
Farming Livestock
1
Livestock
9
3.2 What types of agriculture support will/have you receive/received?
101
0
O1_FPA_ASSETS
6
O1_FPA_ASSETS O1_MPPA
7
O1_HA
33
O1_HA O1_FPA_ASSETS
4
O1_HA O1_FPA_ASSETS O1_MAPD
5
O1_HA O1_FPA_ASSETS O1_MPPA
43
O1_HA O1_FPA_ASSETS O1_MPPA O1_MAPD
1
O1_HA O1_MPPA
2
3.3 Are you a member of a cooperative, association or social group/network?
0
165
Sysmiss
165
3.5 At present do you save money? If so where?
0
165
Sysmiss
165
3.7 At present do you have an active loan(s)? If so where?
0
165
Sysmiss
165
3.9 Are you self-employed and/or employed by someone else in agriculture?
101
0
Both
2
No
1
Self
96
Wage
2
3.10 Do you have more than one source of income?
100
65
1
No
72
2
Yes
28
Sysmiss
65
3.11 Do you work on a permanent basis, monthly or seasonal, or daily/weekly?
100
0
Self_Daily
10
Self_Monthly
70
Self_Permanent
17
Wage_Daily
1
Wage_Monthly
2
3.12 How are you paid- cash only, both cash and in kind, and in-kind only?
4
0
Cash
3
Cash_InKind
1
3.13 Do you employ others in the agricultural sector for wage/in-kind payment?
98
0
Family
31
Family Friends
3
Family Host_Community
3
Family Other_Refugees Host_Community
1
Friends
6
Friends Host_Community
1
Host_Community
16
No
35
Other_Refugees Host_Community
2
o1employothersfamily; how many family?
38
127
0
1
1
17
2
10
3
5
4
3
6
2
Sysmiss
127
o1employothersfriends; how many friends?
10
155
1
26
4.6
7.633
o1employothersrefugees; how many refugees?
3
162
1
1
2
2
Sysmiss
162
o1employothershost; how many from host community?
23
142
1
4
2
4
3
6
4
2
5
5
7
1
10
1
Sysmiss
142
3.15 What is the primary or main crop you cultivated last season?
89
0
0
2
Maize
82
Other
3
Pulses, nes
1
Sweet potatoes
1
3.17 How many seasons do you plant this crop (1) in one year?
87
78
1
60
2
26
3
1
Sysmiss
78
3.19 How many Kg did you produce last season?
87
78
0
172000
2918.621
18385.371
3.21 How many HA did you cultivate during the last season?
87
78
0
11
1.122
1.5
3.22 What is the 2nd main crop you cultivated last season?
87
0
Maize
4
Other
60
Pulses, nes
16
Sweet potatoes
1
Tomatoes
3
Vegetables, fresh nes
3
3.24 How many seasons do you plant this crop (2) in one year?
87
78
0
1
1
75
2
11
Sysmiss
78
3.26 How many Kg did you produce last season?
87
78
0
2000
246.356
365.413
3.28 How many HA did you cultivate during the last season?
87
78
0
6.2
0.816
1.057
3.29 What types of animals (1) will/have you receive/received support for?
10
0
0
1
Cattle
5
Chicken
1
Goats
2
Other
1
3.29 What types of animals (2) will/have you receive/received support for?
3
0
Cattle
2
Chicken
1
3.31 How many Animal1 does your household own right now?
10
155
0
2
1
1
2
2
6
2
12
1
13
1
15
1
Sysmiss
155
3.32 How many Animal2 does your household own right now?
3
162
2
1
7
1
21
1
Sysmiss
162
3.33 In last season/harvest, how many kgs of fish did your household produce?
0
165
Sysmiss
165
3.34 Did you add value to your agricultural/ livestock/fisheries?
53
0
Labelling
1
Labelling Certification
2
Labelling Organic_Farming
5
No
24
Organic_Farming
12
Organic_Farming Other_Refugees
1
Packaging
3
Processing
5
3.35 Where do you sell your agricultural product most frequently?
0
165
Sysmiss
165
3.36 Over the year, has your income increased, decreased or remained the same?
11
0
Increased
3
Same
8
3.37 Over the year, have your savings increased, decreased or remained the same?
11
0
Increased
3
Same
8
3.38 Comparing last harvest season to the previous, has your income changed?
90
0
Decreased
20
Increased
25
Same
45
3.39 Comparing last harvest season to the previous seasons, have your savings ch
90
0
Decreased
16
Increased
36
Same
38
4.1 What types of self-employment support will/have you receive/received?
64
0
O2_HA
39
O2_HA O2_FPA_ASSETS_IMPROVE
1
O2_HA O2_FPA_ASSETS_START
6
O2_HA O2_SA
2
O2_HA O2_SA O2_EMP
1
O2_HA O2_SA O2_FPA_ASSETS_IMPROVE
2
O2_HA O2_SA O2_FPA_ASSETS_START
13
4.2 Are you a member of a cooperative, association or social group/network?
31
0
No
11
Yes_Community
1
Yes_Cooperatives_Associations
17
Yes_Other_Community
2
4.4 At present do you save money? If so where?
0
165
Sysmiss
165
4.6 At present do you have an active loan(s)? If so where?
0
165
Sysmiss
165
4.8 Currently running your own business or at some point in the last year?
64
0
No
43
Yes
17
Yes_LastYear
4
4.9 Has your business been registered by the local/national government?
21
0
No
14
No_In_Process
5
Yes
2
4.10 When did you start your business?
17
0
1/1/2011
1
1/1/2012
1
1/1/2017
1
10/1/2015
1
11/1/1988
1
11/1/2012
1
3/1/1998
1
3/1/2013
1
5/1/2015
1
6/1/2002
1
7/1/2007
1
8/1/2014
1
8/1/2016
1
9/1/2000
1
9/1/2010
1
9/1/2017
2
4.11 How many months did you run your own business?
21
144
1
2
4
1
12
18
Sysmiss
144
4.12 Do you employ others in your business and pay them in wages or in-kind?
21
0
Family
3
Friends
2
Host_Community
3
No
9
Other_Refugees
2
Other_Refugees Host_Community
2
o2employothers 2
21
0
Family
3
Friends
2
Host_Community
3
No
9
Other_Refugees
2
Other_Refugees Host_Community
2
o2employothers, family members:
3
162
2
1
3
2
Sysmiss
162
o2employothers, friends:
2
163
2
1
3
1
Sysmiss
163
o2employothers, other refugees (not family/not friends):
4
161
2
1
3
2
5
1
Sysmiss
161
o2employothers, host community members:
5
160
1
1
3
1
4
2
5
1
Sysmiss
160
4.14 Where do you sell your business products most frequently?
0
165
Sysmiss
165
4.15 When you compare now and a year ago, has your income changed?
64
0
Decreased
4
Increased
13
Same
47
4.16 When you compare now and a year ago, have your savings changed?
64
0
Decreased
4
Increased
15
Same
45
4.17 What is your job?
165
0
undefined
165
5.1 What types of wage-employment support will/have you receive/received?
0
165
Sysmiss
165
5.2 Are you a member of a cooperative, association or social group/network?
0
165
Sysmiss
165
5.4 At present do you save money? If so where?
0
165
Sysmiss
165
5.6 At present do you have an active loan(s)? If so where?
0
165
Sysmiss
165
5.8 Are you currently employed and paid wages, or have you been (last year)?
0
165
Sysmiss
165
5.9 When did you start your employment?
0
165
Sysmiss
165
5.10 For how many months were you employed and paid wages?
0
165
Sysmiss
165
5.13 What is your monthly salary?
0
165
Sysmiss
165
5.14 How did you find your employment?
0
165
Sysmiss
165
5.15 Do you have more than one job / Do you work for more than one employer?
0
165
Sysmiss
165
5.16 At present, what kind of employment are you engaged in?
0
165
Sysmiss
165
5.17 At present, which describes your employment?
0
165
Sysmiss
165
5.18 When you compare now and a year ago, has your income changed?
0
165
Sysmiss
165
5.19 When you compare now and a year ago, have your savings changed?
0
165
Sysmiss
165
5.20 What is your job?
165
0
undefined
165
Completion date/time
165
0
2017-10-10T14:01:14.933+02
1
2017-10-10T14:54:19.720+02
1
2017-10-10T15:35:08.526+02
1
2017-10-11T09:20:03.792+02
1
2017-10-11T11:06:10.220+02
1
2017-10-11T11:09:38.303+02
1
2017-10-11T13:42:01.363+02
1
2017-10-11T13:47:03.234+02
1
2017-10-11T13:55:10.592+02
1
2017-10-11T14:02:20.368+02
1
2017-10-11T14:09:02.988+02
1
2017-10-11T14:14:38.405+02
1
2017-10-11T14:53:36.171+02
1
2017-10-11T16:07:56.822+02
1
2017-10-11T16:08:22.056+02
1
2017-10-11T16:08:57.992+02
1
2017-10-12T10:58:17.079+02
1
2017-10-12T12:50:12.726+02
1
2017-10-12T12:56:12.919+02
1
2017-10-12T13:28:04.139+02
1
2017-10-12T13:59:10.783+02
1
2017-10-12T14:57:37.080+02
1
2017-10-12T15:04:16.351+02
1
2017-10-12T16:09:47.137+02
1
2017-10-12T16:15:28.561+02
1
2017-10-13T08:17:56.019+02
1
2017-10-13T08:24:38.661+02
1
2017-10-13T08:39:11.405+02
1
2017-10-13T08:48:52.605+02
1
2017-10-13T09:07:51.212+02
1
2017-10-13T09:12:00.003+02
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2017-10-13T09:15:28.765+02
1
2017-10-13T09:18:03.210+02
1
2017-10-13T10:00:48.191+02
1
2017-10-13T10:04:15.443+02
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2017-10-13T10:34:32.789+02
1
2017-10-13T10:56:18.942+02
1
2017-10-13T10:57:14.955+02
1
2017-10-13T11:05:01.295+02
1
2017-10-13T11:37:22.134+02
1
2017-10-13T11:38:04.989+02
1
2017-10-13T11:41:26.086+02
1
2017-10-13T11:43:39.423+02
1
2017-10-13T11:44:33.814+02
1
2017-10-13T11:53:18.097+02
1
2017-10-13T11:57:20.785+02
1
2017-10-13T11:59:01.780+02
1
2017-10-13T12:00:39.194+02
1
2017-10-13T12:02:18.420+02
1
2017-10-13T12:03:44.222+02
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2017-10-13T12:07:04.658+02
1
2017-10-13T12:13:36.698+02
1
2017-10-13T12:34:05.262+02
1
2017-10-13T12:35:07.002+02
1
2017-10-13T12:36:39.244+02
1
2017-10-13T12:41:36.211+02
1
2017-10-13T12:42:14.564+02
1
2017-10-13T12:44:26.718+02
1
2017-10-13T12:47:06.739+02
1
2017-10-13T12:50:22.606+02
1
2017-10-13T12:50:25.082+02
1
2017-10-13T12:52:07.002+02
1
2017-10-13T12:53:44.515+02
1
2017-10-13T12:54:14.320+02
1
2017-10-13T12:59:49.484+02
1
2017-10-13T13:01:50.478+02
1
2017-10-13T13:04:18.647+02
1
2017-10-13T13:05:01.351+02
1
2017-10-13T13:10:53.690+02
1
2017-10-13T13:12:21.307+02
1
2017-10-13T13:12:43.092+02
1
2017-10-13T13:13:39.716+02
1
2017-10-13T13:13:51.286+02
1
2017-10-13T13:13:58.228+02
1
2017-10-13T13:14:19.705+02
1
2017-10-13T13:22:45.502+02
1
2017-10-13T13:24:49.719+02
1
2017-10-13T13:25:11.484+02
1
2017-10-13T13:25:36.709+02
1
2017-10-13T13:25:44.888+02
1
2017-10-13T13:25:53.757+02
1
2017-10-13T13:25:57.925+02
1
2017-10-13T13:26:12.080+02
1
2017-10-13T13:26:44.979+02
1
2017-10-13T13:28:13.120+02
1
2017-10-13T13:29:11.908+02
1
2017-12-14T15:40:04.748+02
1
2017-12-15T08:50:25.515+02
1
2017-12-15T10:20:50.536+02
1
2017-12-15T12:00:59.390+02
1
2017-12-15T12:01:34.451+02
1
2017-12-15T12:04:06.298+02
1
2017-12-15T12:16:53.576+02
1
2017-12-15T12:18:01.954+02
1
2017-12-15T12:18:27.855+02
1
2017-12-15T12:25:37.076+02
1
2017-12-15T12:26:31.794+02
1
2017-12-15T12:26:55.567+02
1
2017-12-15T12:27:23.111+02
1
2017-12-15T12:27:52.252+02
1
2017-12-15T12:28:55.962+02
1
2017-12-15T12:29:27.427+02
1
2017-12-15T12:30:07.928+02
1
2017-12-15T12:31:33.373+02
1
2017-12-15T12:31:51.897+02
1
2017-12-15T12:32:49.109+02
1
2017-12-15T12:33:40.929+02
1
2017-12-15T12:34:23.491+02
1
2017-12-15T12:34:52.710+02
1
2017-12-15T12:34:59.334+02
1
2017-12-15T12:35:21.417+02
1
2017-12-15T12:35:40.026+02
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2017-12-15T12:35:42.626+02
1
2017-12-15T12:36:02.812+02
1
2017-12-15T12:36:34.123+02
1
2017-12-15T12:37:05.926+02
1
2017-12-15T12:37:20.948+02
1
2017-12-15T12:40:27.156+02
1
2017-12-15T12:41:09.312+02
1
2017-12-15T12:46:17.889+02
1
2017-12-15T12:46:31.605+02
1
2017-12-15T12:46:43.312+02
1
2017-12-15T12:47:08.249+02
1
2017-12-15T12:47:40.476+02
1
2017-12-15T12:49:07.767+02
1
2017-12-15T12:49:13.559+02
1
2017-12-15T12:49:24.821+02
1
2017-12-15T12:52:47.497+02
1
2017-12-15T12:53:51.205+02
1
2017-12-15T12:54:46.169+02
1
2017-12-15T13:00:52.064+02
1
2017-12-15T13:06:57.478+02
1
2017-12-15T13:16:46.847+02
1
2017-12-15T13:18:19.246+02
1
2017-12-15T13:20:08.716+02
1
2017-12-15T13:20:18.379+02
1
2017-12-15T13:20:27.969+02
1
2017-12-15T13:20:37.458+02
1
2017-12-15T13:20:48.656+02
1
2017-12-15T13:21:02.930+02
1
2017-12-15T13:21:11.757+02
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2017-12-15T13:21:30.487+02
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2017-12-15T13:21:39.866+02
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2017-12-15T13:24:04.061+02
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2017-12-15T13:24:28.287+02
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2017-12-15T13:24:47.059+02
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2017-12-15T13:25:02.841+02
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2017-12-15T13:25:16.491+02
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2017-12-15T13:25:40.399+02
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2017-12-15T13:25:46.879+02
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2017-12-15T13:25:52.101+02
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2017-12-15T13:26:26.284+02
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2017-12-15T13:26:48.055+02
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2017-12-15T13:27:51.838+02
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2017-12-15T13:28:09.022+02
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2017-12-15T13:28:23.251+02
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2017-12-15T13:28:38.209+02
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2017-12-15T13:31:17.421+02
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2017-12-15T13:31:31.136+02
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2017-12-15T13:32:06.441+02
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2017-12-15T13:32:23.940+02
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2017-12-15T13:32:48.345+02
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2017-12-15T13:34:18.058+02
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2017-12-15T13:34:33.991+02
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2018-03-28T13:39:19.581+02
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