cps {switchSelection} | R Documentation |
A subset of data from Current Population Survey (CPS).
Description
Labor market data on 18,253 middle age (25-54 years) married women in the year 2022.
Usage
data(cps)
Format
A data frame with 18,253 rows and 23 columns. It contains information on wages and some socio-demographic characteristics of the middle age (25-54 years) married women:
- age
the age measured in years.
- sage
the same as age but for a spouse.
- work
a binary variable for the employment status (0 - unemployed, 1 - employed).
- swork
the same as work but for a spouse.
- nchild
the number of children under age 5.
- snchild
the same as nchild but for a spouse.
- health
subjective health status (1 - poor, 2 - fair, 3 - good, 4 - very good, 5 - excellent).
- shealth
the same as health but for a spouse.
- basic
a binary variable which equals 1 for those who have graduated from high school or has at least some college or has associated degree and does not have any higher level of education, 0 - otherwise.
- bachelor
a binary variable which equals 1 for those whose highest education level is a bachelor degree.
- master
a binary variable which equals 1 for those whose highest education level is a master degree.
- sbasic
the same as basic but for a spouse.
- sbachelor
the same as bachelor but for a spouse.
- smaster
the same as master but for a spouse.
- educ
a categorical variable for the level of education such that educ = 0 if basic = 1, educ = 1 if bachelor = 1 and educ = 2 if master = 1.
- seduc
the same as educ but for a spouse.
- weeks
a total number of weeks worked durning the year.
- sweeks
the same as weeks but for a spouse.
- hours
a usual number of working hours per week.
- shours
the same as hours but for a spouse.
- wage
the wage of the individual.
- swage
the same as wage but for a spouse.
- lwage
an inverse hyperbolic sine transformation of the hourly wage.
- slwage
the same as lwage but for a spouse.
- state
a state of residence.
...
Source
<https://www.census.gov/programs-surveys/cps.html>
References
Flood S, King M, Rodgers R, Ruggles S, Warren R, Westberry M (2022). Integrated Public Use Microdata Series, Current Population Survey: Version 10.0 [dataset]. doi: 10.18128/D030.V10.0.
Examples
data(cps)
model <- msel(work ~ age + bachelor + master, data = cps)
summary(model)