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Replication Package: Self-employment and Migration 1991-2018

World, 1991 - 2018
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Reference ID
WLD_1991-2018_RPSEM_v01_M
Producer(s)
World Bank
Metadata
DDI/XML JSON
Created on
Mar 22, 2021
Last modified
Mar 22, 2021
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Data file: master_panel_causal

This dataset contains the master derived causal panel data.

Cases: 26005
Variables: 176

Variables

rct
Program
selfempl
Self-employed
any_employment
Any employment
migrate
Has changed parish since baseline
aghours7da_zero_e
\quad Agricultural hrs/wk
lowskill7da_zero_e
\quad \quad Casual labor, low skill hrs/wk
skilledtrade7da_zero_e
\quad \quad Skilled Trades hrs/wk
highskill7da_zero_e
\quad \quad High-skill wage labor hrs/wk
nonaghours7da_zero_e
\quad Non-agricultural hrs/wk
totalhrs7da_zero_e
Average employment hrs/wk
fulltimeskill_e
Works over 30 hrs/wk in skilled trade
nonag_dummy_e
Main occupation is non-agricultural
trade_dummy_e
Engaged in any skilled trade
zero_hours_e
No employment hours in past month
w_sampling_e
Sample weight in YOP program endline 1 and 2
weight
Sample weight in YOP program endline 3
groupid
Group ID
admin_cost_us
Grant amount applied for (USD)
assigned
Assigned to treatment
group_existed
Group existed before application
group_age
Group age, in years
grp_leader
Management comittee member
grp_chair
Chairperson or vice-chairperson
loan_100k
Could obtain 100,000 UGX (58 USD) loan
loan_1mil
Could obtain 1,000,000 UGX (580 USD) loan
ind_found_b
Found at baseline
female
Female
urban
Large town / urban area
age
Age at baseline
age_2
Age squared
age_3
Age cubed
adl
ADL index
literate
Able to read and write minimally
voc_training
Received prior vocational training
inschool
Crrently in School
emplvoc
Engaged in a Skilled Trade
ingroup_dynamic
Quality of in-group dynamic (z-score)
ingroup_hetero
Within-group heterogeneity (z-score)
chores7da_zero
Weekly hourshold chores, hours
acto7da_zero
Weekly work hours: other non-agricultural
aghours7da_zero
Weekly work hours: agricultural
lowskill7da_zero
Weekly work hours: low skill
lowbus7da_zero
Weekly work hours: other business
skilledtrade7da_zero
Weekly work hours: skilled trade
highskill7da_zero
Weekly work hours: high skilled trade
avgdisteduc
Distance to educational facilities (km)
D_1
Lives in Adjumani
D_2
Lives in Apac
D_3
Lives in Arua
D_4
Lives in Kaberamaido
D_5
Lives in Kotido
D_6
Lives in Kumi
D_7
Lives in Lira
D_8
Lives in Moroto
D_9
Lives in Moyo
D_10
Lives in Nakapiripirit
D_11
Lives in Nebbi
D_12
Lives in Pallisa
D_13
Lives in Soroti
nonag_dummy
Main occupation is non-agricultural
zero_hours
Zero employment hours in past month
savings_6mo_p99
Savings (000s 2008 UGX)
cash4w_p99
Monthly gross earnings (000s 2008 UGX)
groupsize_est_e
Group Size
education
Highest grade reached in school
wealthindex
Durable Assets (z-score)
grantsize_pp_US_est3
Grant Amount per Member, USD
numeracy_numcorrect_m
Digit recall test score
risk_aversion
Risk Aversion (z-score)
district
District
e1
endline== 1.0000
e2
endline== 2.0000
e3
endline== 3.0000
siteid
Loc: Village Code
sample_p1
Indicator for individuals part of the original 1800 P1 sample
assigned_p1
Assigned to treatment in Phase 1 of WINGS, original sample
assigned_p1_gd
Assigned to group dynamics (GD) cross-cutting treatment in Phase 1 of WINGS, ori
biochildren_bas
Household: 15. How many living biological children do you have, even if they do
partner_bas
Married or living with partner
hhsize_bas
Household size
age_bas
Age
nonacholi_bas
1 if Non Acholi
onlyearner_bas
1 if there are no other earners in HH
stillenrolled_bas
1 if still enrolled (HHR)
trainlength_bas
Month of training
writingskills_bas
1 if has writing skills
speakengl_bas
1 if can speak english
cashtotal4w_basp99_1000
Monthly gross cash earnings (000s UGX)
otherhh_earnings_bas
Montly gross cash earnings of other HH earner
savings_basp99_1000
Savings (000s UGX)
savingsgroup_bas
Member of a savings group
currloans_basp99_1000
Total outstanding loans (000s UGX)
creditaccess15_bas
Can obtain 15000 UGX loan
creditaccess100_bas
Can obtain 100000 UGX (15 USD) loan
recruited_bas
Forcibly recruited into rebel group
carriedgun_bas
Carried gun within rebel group
forciblymarried_bas
Forcibly married within rebel group
borechild_bas
Bore a child in a forced marriage
risk_aversion_bas
Index of risk aversion (z-score)
groupsin_bas
# of groups respondent belongs to
hhsupport_z_bas
Family support index, z-score
neighborsupport_z_bas
Index of neighbor support, z-score
commparticipation_z_bas
Index of community participation, z-score
comm_maltreat_bas
Community maltreatment in past year
relatedchief_bas
Related to a traditional chief or LC1
decision_making_z_bas
Decision-making index, z-score
womens_rights_z_bas
Attitudes towards women's independence, z-score
physemo_abuse_z_bas
Domestic violence add negative, z-score
healthindex_bas
Additive index of health (higher:better)
hiv_bas
Reports having HIV or AIDS
APAI_R_z_bas
APAI-R (z-score)
attainment_dup_p1e
Highest grade reached at school
found_p1e
Indicator: Midline/p1e survey conducted
wealthindex_all_bas
Durable assets (z-score)
chores_hrs7d_p99_bas
Average hours of chores per week (capped at p99)
duge1_hrs7d_p99_bas
Agricultural labor for others (capped at p99)
casual_hrs7d_p99_bas
Casual labor (capped at p99)
others_hrs7d_p99_bas
Other skilled and unskilled labor (capped at p99)
buy_hrs7d_p99_bas
Petty trading/business (capped at p99)
brew_hrs7d_p99_bas
Brewing (capped at p99)
dugo1_hrs7d_p99_bas
Farming for self or caring for own animals (capped at p99)
zero_employment_bas
No employment hours in past month
pettybiz_dum_bas
Reports positive hours in petty business
war_exper_bas_z
Total traumatic war events (z-score)
patience_zscore
Patience index (z-score)
stddigitrecall
Digit recall score
D_T_4_b50
distance measure to treated villages within district and within radius of 4 km (
D_T_bar_4_b50
average of D_T over 100 simulations
vilpopulation
Village population
c_np_educ2
(mean) c_np_educ2
siteid_sample_p1
Experimental respondents per village
remoteness
Remoteness: Index
pricelevel
Price level: Index
rentland_sq
Cost of renting land (sq root)
camp
Village was a camp
ngo_total
Number of NGOs in village
c_vending_p99
CS: iga: vending iga (capped at p99)
c_kiosk_p99
CS: iga: kiosk iga (capped at p99)
c_shops_p99
Number of shops in village
c_tailoring_p99
CS: iga: tailoring iga (capped at p99)
c_hotel_p99
CS: iga: hotel (restaurant) iga (capped at p99)
c_othercommarket
CS: commodity market: commodity market visits
district1
district==Gulu
distancetocapital
Distance to capital (km)
endline
Endline in SLMS program
mamount
Cash amount in SLMS program
male
Male in SLMS program
sheno
SHENO
round
Round in SIYB program
evercash
Ever received cash in SIYB program
evertrain
Ever received training in SIYB program
newstrata
group(ds concretesteps neverworked)
treated
Treatment status in SIYB program
groupnum
Randomization Strata
wave
Survey wave
wave2
dummy variable for round 2
wave3
dummy variable for round 3
wave4
dummy variable for round 4
wave5
dummy variable for round 5
wave6
dummy variable for round 6
treatment
Treatment status in Ghana program
m_selfempl
Owner operates a firm in midline
s_selfempl
Operates a firm at time of second follow-up
t_selfempl
Operates a firm at time of third follow-up
f_selfempl
Operates a firm at time of fourth follow-up
m_any_employment
Individual is employed at first follow-up
s_any_employment
Individual is employed at second follow-up
t_any_employment
Individual is employed at third follow-up
f_any_employment
Individual is employed at fourth follow-up
s_migrate
Migration at second endline YouWin program
t_migrate
Migration at third endline YouWin program
f_migrate
Migration at fourth endline YouWin program
assigntreat
Random assignment to treatment 1 = treat, 0 = control
experimentalsample
Experimental Sample
strata
group(region existing female)
id
Person ID
Total: 176
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