Studying Retirement with IPUMS Data

Retirement is an important milestone, and measuring retirement is crucial for studying aging, labor, income, and policies and programs like Social Security. This blog post outlines the basics of measuring and studying retirement in the U.S. with IPUMS data.

Before beginning research on retirement or retirees, data users should have a clear definition of retirement and their study population. Some definitions of retirement require that an individual not be in the labor force. Some researchers may be interested in semi-retirement, e.g., individuals who receive a Social Security pension but continue to work, or have returned to work after retiring.


Researchers studying retirement or retirees will need information on one or more of the following factors:

  • Retirement status: Some data collections and samples include variables that clearly indicate that an individual is retired.
  • Labor force/employment status: If retirement status is not explicitly reported, users can make assumptions about who is and is not retired based on employment or labor force status.
  • Social Security income receipt and amount: Many U.S. retirees receive a Social Security pension—but some individuals who are not retired (i.e., survivors of Social Security-eligible individuals, and people with disabilities) also receive Social Security income.
  • Other retirement income receipt and amount: Other sources of retirement income to consider include income from IRAs, 401Ks, other private savings accounts, and employee pensions.


The table below summarizes the information available on retirement in four IPUMS data collections: IPUMS USA, IPUMS CPS, IPUMS Health Surveys (IPUMS MEPS and IPUMS NHIS), and IPUMS ATUS. 

Table 1. Information on retirement in IPUMS data collections

 

Retirement status

Retirement income

Other relevant variables

Geographic detail

Why use this collection?

IPUMS USA

Not explicitly reported

INCSS INCRETIR

YRLASTWK

LABFORCE

EMPSTAT
OCC

State and sub-state (county, city, PUMA)

Large sample sizes, complete information on household members

IPUMS CPS

Explicitly reported 1994-onward in EMPSTAT

ASEC includes many variables on sources and amounts of retirement income

WNLWNILF

State and sub-state (county, metro area)

Rich information on work, earnings, and poverty; detailed retirement income variables; panel data

IPUMS NHIS

Explicitly reported in 2004-2024 in WHYNOWK2 and in 1988, 2001-2003 in EMPSTATHIST; retirees age 45+ explicitly identified 1970-1981 in MAJACT

Income variables report receipt of Social Security, retirement, and pension income. Limited information on amount

STOPWKR

Census region; metro area in limited samples and cases

Study older adults’ health, health insurance, health behaviors, and national health policies

IPUMS MEPS

Explicitly reported in WHYNOWK2RD for people who did not work during the reference period

Income variables report receipt (but not amount) of Social Security and retirement income

PAIDRETIRRD

Census region

Study health, health care utilization, health insurance, medication, and national health policies; panel data

IPUMS ATUS

Explicitly reported in RETIRED for people who were retired at final CPS interview

Can link some ATUS respondents to ASEC variables on income

EMPSTAT

State and sub-state (county, metro area)

Study how older adults or retirees spend their time
 


Example studies of retirement using IPUMS data

 

Suggested citation

Pastoor, Isabel. 2026. “Studying Retirement with IPUMS Data.” University of Minnesota Life Course Center, November 3, 2026. https://lcc.umn.edu/node/2251.

 

Author

Isabel Pastoor

Date
2026-11-03