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Migration and Household Welfare in Ethiopia. Lisa Andersson, University of Gothenburg Katie Kuschminder, Maastricht Graduate School of Governance. Migration and Household Welfare. Loss of Labour from household Remittances Return Migration: Return of Success Return of Failure. - PowerPoint PPT Presentation
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Migration and Household Welfare in EthiopiaLisa Andersson, University of Gothenburg
Katie Kuschminder, Maastricht Graduate School of Governance
Maastricht Graduate School of Governance
Migration and Household Welfare
1. Loss of Labour from household 2. Remittances3. Return Migration:
– Return of Success– Return of Failure
Maastricht Graduate School of Governance
Return Migration and Household Welfare • Less evidence than in the case of
remittances • Human and Social Capital Accumulation• Kilic et al. (2009) found a strong, positive
relation between past (return) migration and non-farm business ownership in Albania- increased for people who did not return from Greece
Maastricht Graduate School of Governance
Remittances and Household Welfare• Macro level- remittances lead to positive economic
growth • Adams and Page, 2005- “a 10% increase in per
capita official international remittances in a developing country will lead to a 3.5% decline in the share of people living on less than $1.00/person/day”
• Hildebrandt and McKenzie, 2004 – children born in international migration households are 3% less likely to die in their first year than children in non-migration households .
Maastricht Graduate School of Governance
Literature Gaps
• Remittances – Little evidence on the household effect in Sub-Saharan Africa
• Still questions as to how return migration affects the household
• Comparability between non-migrant, current migrant, remittance receiving, and return migrant households
Maastricht Graduate School of Governance
Case Study: Ethiopia • Population of 80 million• Emigration rate of 0.4%• Estimated Diaspora
Population of 1-2 Million • Remittances 2010- $0.4
Billion • Remittances estimated at
2.2% of GDP • Diaspora Largely
concentrated in Middle East, North America, and Europe
• Ranks 169 on the HDI
Maastricht Graduate School of Governance
IS Academy Survey: Ethiopia
• 1226 Household Surveys• 15 Sites in 5 regions• Purposive Two-stage Sampling
Strategy – 15 Woredas Selected and 3 Kebeles in
each Woreda Listed
• Random Selection of Households for Enumeration
Maastricht Graduate School of Governance
Maastricht Graduate School of Governance
Descriptive Statistics
All CM HHs
Unique CM HHs
All RR HHs
Unique RR HHs
All RM HHs
Unique RMS HHs
NM HHs
All HHs
n 406 156 271 33 161 121 665 1225
% 33.12 12.72 22.10 2.69 13.13 9.87 54.24 100
Average HH Size
6.3 6 6.2 5 5.7 5.3 4.9 5.4
Urban (n)
161 52 119 15 79 50 211 442
% 39.66 33.33 43.91 45.45 49.07 41.32 31.73 36.08Addis (n) 52 21 39 9 29 19 94 177% 12.81 13.46 14.39 27.27 18.01 15.70 14.14 14.45
Maastricht Graduate School of Governance
Descriptive Statistics All CM HHs
Unique CM HHs
All RR HHs
Unique RR HHs
All RM HHs
Unique RMS HHs
NM HHs
All HHs
HHs with Children (n)
292 108 202 25 122 87 496 906
% 71.92 69.23 74.54 75.76 75.78 71.90 74.59 73.96
Ave No. Of Children
2.4 2.5 2.4 2.6 2.6 2.7 2.7 2.6
HHs with Young Children
53 21 38 8 35 29 141 232
% 13.05 13.46 14.02 24.24 21.74 23.97 21.20 18.94
Average No. Of Working Age in HH (18-65)
3.9 3.7 3.8 2.7 3.3 2.9 2.6 3.1
Average No. Of Working Age in HH (14-65)
4.5 4.3 4.4 3.1 3.8 3.4 3.1 3.6
Maastricht Graduate School of Governance
Descriptive Statistics: HH HeadAll CM HHs
Unique CM HHs
All RR HHs
Unique RR HHs
All RM HHs
Unique RMS HHs
NM HHs
All HHs
HH Head Migration Experience
25 10 10 0 90 66 0 115
% 6.16 6.41 3.69 0.00 55.90 54.55 0.00 9.39Years of Education of HH head
4.19 4.2 4.6 6.81 4.47 4.27 4.12 4.25
Age of HH Head
54.43 52 53.9 45.36 51.65 49.07 47.83 50.04
Female HH Head
147 52 102 10 46 26 217 403
% 36.21 33.33 37.64 30.30 28.57 21.49 32.63 32.90HH Head Farmer
141 60 84 8 54 44 237 431
% 34.73 38.46 31.00 24.24 33.54 36.36 35.64 35.18HH Head Employed
46 25 31 8 13 10 119 185
% 11.33 16.03 11.44 24.24 8.07 8.26 17.89 15.10
Maastricht Graduate School of Governance
Migration Destination and Remittances
Migration Destination
Number of Migrants Remittances (Birr, past 12 months)
Middle East 231 (45.5%) 6803
Africa 102 (20.1%) 3585
Europe 34 (6.7%) 14203
North America 106 (20.9%) 15129
Other 21 (4.2%) -
Total 494 14520
Maastricht Graduate School of Governance
Coefficient Standard Deviation Size** .2664753 .072892
Children** -.2179473 .0681162
Youngchild -.1148455 .1293661
Workingage2 -.063594 .0651691
Urban** .364238 .1369023
Primary .0448762 .1839283
Secondary -.0151668 .2203479
Higher -.0072896 .3261758
Eduyear .0181983 .016052
Headage .0010577 .0039869
Gender -.2083357 .1168207
Employed** -.4072034 .1695413
Business** -.6038059 .1612211
Agricultural -.1565729 .1503318
Housework -.2485482 .1627678
Amhara .2276191 .1673608
Tigray .3047105 .1703395
SNNP** .3927394 .1856166
Oromiya** .3417249 .1670741
_cons -1.75596 .2790979
Maastricht Graduate School of Governance
Coefficient Standard Deviation
Size** .2503439 .0709807
Children** -.2021814 .0666013
Youngchild -.113646 .1264231
Workingage2 -.0421193 .0634013
Urban** .2607733 .1112215
Primary -.0549576 .1807062
Secondary -.0199543 .2141086
Higher -.0592852 .3167139
Eduyear .0132747 .0154802
Headage -.0015558 .0037794
Employed** -.5191225 .1541103
Business** -.6714826 .1499707
Agricultural -.2949744 .1230465
Housework -.2973032 .1539694
Maastricht Graduate School of Governance
Coefficient Standard Deviation Size** .2523373 .0716462Children** -.2113543 .0670449youngchild -.1125477 .1265045workingage2 -.0485789 .0643349Urban** .4106147 .1336053primary -.0535971 .1825746secondary -.003845 .2172137higher .0051831 .3192276eduyear .0121978 .0156656headage -.001866 .0038501employed -.5212362 .1547323Business** -.6995102 .1515461Agricultural** -.2919443 .129485Housework** -.3165302 .1554764Amhara .2275308 .1619091Tigray* .2936102 .1659209
SNNP** .4208115 .1819743Oromiya* .3117498 .162207
Maastricht Graduate School of Governance
Discussion
• Probability to remit is:– More likely if have large household size– Less likely if have children– More likely if live in an Urban Area– Less likely if the HH Head has employment– Less likely if the HH Head owns their own
business
Maastricht Graduate School of Governance
Next Steps
• Propensity Score Matching:– Remittance Receiving Households to Non-
Migrant HHs– Question regarding Return Migration
• Look further at the effect of migration on welfare using food expenditure per capita or per adult equivalent
• Comparability between the different groups