| rkd {causalweight} | R Documentation |
Swedish municipalities
Description
A dataset containing information on Swedish municipalities in the years 1996-2004
Usage
rkd
Format
A data frame with 2511 rows and 53 variables:
- code
Municipality code
- year
Year
- municipality
Minicipality name
- pop_1
Population, lagged 1 year
- pop
Population
- partpop06
Share of population aged 0-6
- partpop7_15
Share of population aged 7-15
- partpop80_
Share of population aged 80+
- partforeign
Share of foreign born population
- costequalgrants
Cost-equalizing grants
- popchange_10y
10 year out-migration, lagged 2 years
- pers_admin
Personnel, administration
- pers_child
Personnel, child care
- pers_school
Personnel, schools
- pers_elder
Personnel, elderly care
- pers_total
Personnel, total (full time equivalents pers 1,000 capita)
- pers_social
Personnel, social welfare
- pers_tech
Personnel, technical services
- expenditures_total
Total per capita public expenditures
- wage_admin
Average montly wage, administration
- wage_child
Average monthly wage, child care
- wage_school
Average monthly wage, schools
- wage_elder
Average monthly wage, elderly care
- wage_total
Average monthly wage, total
- wage_social
Average monthly wage, social welfare
- wage_tech
Average monthly wage, technical services
- pers_officials
Personnel, high administrative officials
- pers_assistants
Personnel, administrative assistants
- pers_priv_school
Outsourced personnel, schools
- pers_priv_elder
Outsourced personnel, elderly care
- pers_priv_social
Outsourced personnel, social welfare
- pers_priv_child
Outsourced personnel, child care
- migrationgrant
round(abs((popchange_10y+2)\*100)) if popchange_10y <= -2, 0 otherwise
- migpop
migrationgrant\*pop_1
- summigpop
sum(migpop) by year
- sumpop
sum(pop_1) by year
- migrationmean
summigpop/sumpop
- exp_total
Annual expenditures on personnel in 100SEK/capita
- exp_admin
Annual expenditures on personnel in 100SEK/capita
- exp_child
Annual expenditures on personnel in 100SEK/capita
- exp_school
Annual expenditures on personnel in 100SEK/capita
- exp_elder
Annual expenditures on personnel in 100SEK/capita
- exp_social
Annual expenditures on personnel in 100SEK/capita
- exp_tech
Annual expenditures on personnel in 100SEK/capita
- expshare_total
exp_total\*100/expenditures_total
- expshare_admin
exp_admin\*100/expenditures_total
- expshare_child
exp_child\*100/expenditures_total
- expshare_school
exp_school\*100/expenditures_total
- expshare_elder
exp_elder\*100/expenditures_total
- expshare_social
exp_social\*100/expenditures_total
- expshare_tech
exp_tech\*100/expenditures_total
- outmigration
-popchange_10y
- forcing
outmigration-2
References
Lundqvist, Heléne, Dahlberg, Matz and Mörk, Eva (2014): "Stimulating Local Public Employment: Do General Grants Work?" American Economic Journal: Economic Policy, 6 (1): 167-92.
Examples
## Not run:
require(rdrobust) # load rdrobust package
require(causalweight) # load causalweight package
data(rkd) # load rkd data
attach(rkd) # attach rkd data
Y=pers_total # define outcome (total personnel)
R=forcing # define running variable
D=costequalgrants # define treatment (grants)
results=rdrobust(y=Y, x=R, fuzzy=D, deriv=1) # run fuzzy RKD
summary(results)
## End(Not run) # show results