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Growth & Employment Program - Insourcing and Outsourcing Impact Evaluation Data 2016-2019

Nigeria, 2016 - 2019
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Reference ID
NGA_2016-2019_GEMIE-IO_v01_M
Producer(s)
David McKenzie, Stephen Anderson
Metadata
DDI/XML JSON
Created on
Oct 14, 2021
Last modified
Oct 14, 2021
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76289
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Data file: CleanedFU2.dta

Constructed Data - Cleaned data from the baseline and two follow-up surveys used for main analysis:- round 2 outcomes from Second follow-up survey

Cases: 753
Variables: 835

Variables

emp_1
employees observed working in firm
emp_2
number of wage/salaried employees
emp_3
number of casual/daily workers
emp_4
number of partners
emp_5
Number of apprentices/interns
emp_6
Number of unpaid workers
emp_7
Total number of workers
emp_8
Spouse's hours of work per week
emp_9
Firm has 10+ workers
emp_10
Number of paid new workers hired in last 6 months
z1_emp_1
z1_emp_2
z1_emp_3
z1_emp_4
z1_emp_5
z1_emp_6
z1_emp_7
z1_emp_8
emp_11
Employment Index
wage_1
Total wage bill
wage_2
Wage per worker
wage_3
Average wage of highest paid workers
z1_wage_1
z1_wage_2
z1_wage_3
wage_4
Wage Index
sales
salesyr
profits
profitsyr
salemonth_6
salemonth_5
salemonth_4
salemonth_3
salemonth_2
salemonth_1
profmonth_6
profmonth_5
profmonth_4
invsales
invsalesyr
invprofits
invprofitsyr
invsalemonth_6
invsalemonth_5
invsalemonth_3
invsalemonth_2
invsalemonth_1
invprofmonth_6
invprofmonth_5
invprofmonth_4
z1_invsales
z1_invsalesyr
z1_invprofits
z1_invprofitsyr
salesprofindex
Sales and Profits Index
b_salesprofindex
b_salesprofindex_miss
itemnr_profitsales
Item non-response Profits/Sales
error1
error2
error3
error4
error5
totalerrors
Reporting Errors Made
b_totalerrors
b_totalerrors_miss
finance1
finance2
finance3
finance4
finance5
finance6
finance7
finance8
finance9
finance10
financeindex
Finance Practices Index
mktg1
mktg2
mktg3
mktg4
mktg5
mktg6
mktg7
mktg8
mktg9
marketingindex
Marketing Practices Index
digmktg1
digmktg2
digmktg3
digmktg4
digmktg5
digmktg6
digmktg7
digmktg8
digmktg9
digmktg10
digmktg11
digmarketingindex
Digital Marketing Practices Index
ophr1
ophr2
ophr3
ophr4
ophr5
ophr6
ophr7
ophr8
ophr9
ophr10
ophr11
opHRindex
Operations and HR practices index
overallBPindex
Overall business practices index
verifyBP1
verifyBP2
verifyBP3
verifyBP4
verifyBP5
verifyBP6
verifyBP7
verifyBP8
verifyBP9
verifyBP10
verifyBPindex
Verified BP index
itemnr_buspractices
Item non-response on Business Practices
b_financeindex
b_marketingindex
b_digmarketingindex
b_opHRindex
b_overallBPindex
b_verifyBPindex
b_financeindex_miss
b_marketingindex_miss
b_digmarketingindex_miss
b_opHRindex_miss
b_overallBPindex_miss
b_verifyBPindex_miss
ownerhours
Owner hours worked in last week
timeconcentration
Time concentration (higher=less)
dec_C5a
dec_C5b
dec_C5c
dec_C5d
dec_C5e
dec_C5f
dec_C5g
dec_C5h
dec_C5i
dec_C5j
decreasedtime
Number of areas in which time decreased
itemnr_timeuse
Item non-response on time use
t1
t2
t3
t4
t5
t6
t7
t8
t9
t10
t11
t12
t13
growthhours
Growth-Focused Activities
external1
future1
growthcomposite
Percent of time on external and future activities
inc_C5a
inc_C5b
inc_C5c
inc_C5d
inc_C5e
inc_C5f
inc_C5g
inc_C5h
inc_C5i
inc_C5j
increasedgrowthtime
Number of growth areas in which time increased
delegation
Delegation
usehrspecialist
Use a HR specialist
useoutsideaccount
Uses outside accounting agency
useoutsidemarketing
Use outside marketing service
usebusconsulting
Use business consulting)
useprofessionalservices
Uses professional business services
itemnr_marketservices
Item non-response on market for services
innovation1
innovation2
innovation3
innovation4
innovation5
innovation6
innovation7
innovation8
innovation9
innovation10
innovation11
innovation12
innovation13
innovation14
innovation15
innovation16
innovation17
innovationindex
Innovation Index
newloan
Obtained new loan financing
newequity
New Equity Financing
newbiginvestment
New big investment
investmentindex
Investment Index
insourceworkerstillthere
Insourced worker still working in firm
workertrustability
Believes marketing and accounting workers can be trusted
verifyintaccounting
Believes can verify work of internal accountant
verifyintmarketing
Believes can verify work of internal marketing worker
canenforceworkercontract
Believes can enforce contracts with internal workers
outsourceproviderstillthere
Outsourced provider still working with firm
cashnotfirmspecific
Way firm spends and generates cash not very firm-specific
customersnotfirmspecific
Type of customers and customer acquisition strategies not very firm-specific
providertrustability
Believes marketing and accounting providers can be trusted
verifyoutaccounting
Believes can verify work of outside accountant
verifyoutmarketing
Believes can verify work of outside marketing firm
canenforcefirmcontract
Believes can enforce outside business provider contract
accountingspecific
marketingspecific
insideoutsidetrustgap
insideoutsideverifyaccountgap
insideoutsideverifymarketgap
insideoutsideenforcegap
z1_accountingspecific
z1_marketingspecific
z1_insideoutsidetrustgap
z1_insideoutsideverifyaccountgap
z1_insideoutsideverifymarketgap
z1_insideoutsideenforcegap
insideoutsidetransactionsgap
Inside-outside transactions gap
insideoutsidetransactionsgap1
Inside-outside transactions gap (excluding marketing)
surveyround
Follow-up survey round
Total: 835
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