CREAT: Census Research Exploration and Analysis Tool

Papers Containing Tag(s): 'Current Population Survey'

The following papers contain search terms that you selected. From the papers listed below, you can navigate to the PDF, the profile page for that working paper, or see all the working papers written by an author. You can also explore tags, keywords, and authors that occur frequently within these papers.
Click here to search again

Frequently Occurring Concepts within this Search

Bureau of Labor Statistics - 122

Internal Revenue Service - 105

American Community Survey - 98

Social Security Administration - 96

Longitudinal Employer Household Dynamics - 90

Census Bureau Disclosure Review Board - 86

Protected Identification Key - 81

Survey of Income and Program Participation - 81

Social Security - 78

Social Security Number - 69

Center for Economic Studies - 67

Ordinary Least Squares - 64

North American Industry Classification System - 61

National Science Foundation - 61

Longitudinal Business Database - 55

Decennial Census - 53

Employer Identification Numbers - 45

Standard Industrial Classification - 45

Metropolitan Statistical Area - 44

Disclosure Review Board - 42

Person Validation System - 41

Federal Reserve Bank - 38

Federal Statistical Research Data Center - 38

Alfred P Sloan Foundation - 36

Chicago Census Research Data Center - 36

Business Register - 35

Cornell University - 35

2010 Census - 34

Quarterly Census of Employment and Wages - 34

National Bureau of Economic Research - 32

Unemployment Insurance - 31

Quarterly Workforce Indicators - 30

Bureau of Economic Analysis - 29

W-2 - 28

Social and Economic Supplement - 27

Person Identification Validation System - 27

Economic Census - 25

Department of Labor - 25

PSID - 25

Annual Survey of Manufactures - 24

Office of Management and Budget - 24

Special Sworn Status - 24

Census Bureau Business Register - 23

Census of Manufactures - 22

Master Address File - 22

Service Annual Survey - 22

University of Chicago - 22

Personally Identifiable Information - 21

University of Maryland - 21

Research Data Center - 21

National Longitudinal Survey of Youth - 20

Detailed Earnings Records - 20

ASEC - 19

Earned Income Tax Credit - 19

Standard Statistical Establishment List - 18

Supplemental Nutrition Assistance Program - 18

Temporary Assistance for Needy Families - 17

Local Employment Dynamics - 17

1940 Census - 17

Business Dynamics Statistics - 16

National Institute on Aging - 16

Center for Administrative Records Research and Applications - 16

LEHD Program - 16

CPS ASEC - 15

Total Factor Productivity - 15

SSA Numident - 15

Financial, Insurance and Real Estate Industries - 15

Cornell Institute for Social and Economic Research - 15

Disability Insurance - 14

Individual Taxpayer Identification Numbers - 14

Computer Assisted Personal Interview - 14

Journal of Economic Literature - 14

Longitudinal Research Database - 14

Department of Health and Human Services - 13

Census Numident - 13

Adjusted Gross Income - 13

American Housing Survey - 13

Census Bureau Longitudinal Business Database - 13

Federal Reserve System - 13

Medical Expenditure Panel Survey - 13

Census 2000 - 13

Department of Agriculture - 12

County Business Patterns - 12

Medicaid Services - 12

National Center for Health Statistics - 12

Individual Characteristics File - 12

Characteristics of Business Owners - 12

Housing and Urban Development - 12

Department of Housing and Urban Development - 12

Administrative Records - 12

Business Employment Dynamics - 12

International Trade Research Report - 11

Center for Administrative Records Research - 11

Current Population Survey Annual Social and Economic Supplement - 11

Core Based Statistical Area - 11

Agency for Healthcare Research and Quality - 11

Department of Homeland Security - 10

Urban Institute - 10

Health and Retirement Study - 10

Employment History File - 10

Office of Personnel Management - 10

Federal Insurance Contribution Act - 10

AKM - 10

Integrated Public Use Microdata Series - 10

Labor Turnover Survey - 10

National Health Interview Survey - 10

American Economic Review - 10

Census of Manufacturing Firms - 9

Supreme Court - 9

Russell Sage Foundation - 9

MAFID - 9

Department of Economics - 9

General Accounting Office - 9

Standard Occupational Classification - 9

Form W-2 - 9

Occupational Employment Statistics - 9

Indian Health Service - 9

JOLTS - 9

Securities and Exchange Commission - 8

Boston College - 8

Economic Research Service - 8

Centers for Medicare - 8

Current Employment Statistics - 8

Herfindahl Hirschman Index - 8

National Academy of Sciences - 8

PIKed - 8

COVID-19 - 8

Bureau of Labor - 8

Accommodation and Food Services - 8

National Income and Product Accounts - 8

Social Science Research Institute - 8

American Economic Association - 8

Journal of Labor Economics - 8

Employer Characteristics File - 8

Workforce Information Council Administrative Wage Record Enhancement Study Group - 7

COVID - 7

Social Security Disability Insurance - 7

Cobb-Douglas - 7

University of California Los Angeles - 7

NBER Summer Institute - 7

Successor Predecessor File - 7

Federal Tax Information - 7

Census Bureau Master Address File - 7

Master Beneficiary Record - 7

Composite Person Record - 7

Society of Labor Economists - 7

University of Michigan - 7

Some Other Race - 7

New York University - 7

Public Use Micro Sample - 7

Census Edited File - 7

Survey of Business Owners - 7

Census Industry Code - 7

Council of Economic Advisers - 7

Retail Trade - 7

Small Business Administration - 7

National Opinion Research Center - 7

2SLS - 6

Federal Government - 6

Annual Business Survey - 6

Department of Justice - 6

MAF-ARF - 6

Citizenship and Immigration Services - 6

Department of State - 6

United States Census Bureau - 6

Census Bureau Person Identification Validation System - 6

Data Management System - 6

Census Household Composition Key - 6

New York Times - 6

Generalized Method of Moments - 6

Computer Assisted Telephone Interviews and Computer Assisted Personal Interviews - 6

CATI - 6

Business Register Bridge - 6

University of Minnesota - 6

Journal of Human Resources - 6

Review of Economics and Statistics - 6

Harvard University - 6

Kauffman Foundation - 6

Quarterly Journal of Economics - 6

CDF - 6

Cumulative Density Function - 6

Permanent Plant Number - 6

BLS Handbook of Methods - 6

WECD - 6

Federal Register - 5

Centers for Disease Control and Prevention - 5

Food and Nutrition Service - 5

Technical Services - 5

Linear Probability Models - 5

Professional Services - 5

Federal Trade Commission - 5

Integrated Longitudinal Business Database - 5

Establishment Micro Properties - 5

Population Estimates Program - 5

Department of Education - 5

Yale University - 5

National Center for Science and Engineering Statistics - 5

Michigan Institute for Teaching and Research in Economics - 5

Stanford University - 5

Pew Research Center - 5

Indian Housing Information Center - 5

Selective Service System - 5

Master Earnings File - 5

Department of Defense - 5

HHS - 5

DOB - 5

North American Industry Classi - 5

Business Master File - 5

Regional Economic Information System - 5

Journal of Political Economy - 5

MIT Press - 5

Summary Earnings Records - 5

Boston Research Data Center - 5

World Bank - 4

George Mason University - 4

Federal Poverty Level - 4

Consumer Expenditure Survey - 4

Educational Services - 4

Arts, Entertainment - 4

General Education Development - 4

Minnesota Population Center - 4

Federal Statistical System - 4

NUMIDENT - 4

Ewing Marion Kauffman Foundation - 4

Business Services - 4

Survey of Consumer Finances - 4

Department of Commerce - 4

Patent and Trademark Office - 4

Retirement History Survey - 4

Regression Discontinuity Design - 4

Federal Reserve Bank of Chicago - 4

Board of Governors - 4

Survey of Manufacturing Technology - 4

UC Berkeley - 4

Employer-Household Dynamics - 4

Multiple Worksite Report - 4

Organization for Economic Cooperation and Development - 4

Census of Retail Trade - 4

Census Bureau Center for Economic Studies - 4

Sample Edited Detail File - 4

Consolidated Metropolitan Statistical Areas - 4

Harvard Business School - 3

Federal Reserve Board of Governors - 3

American Immigration Council - 3

National Employer Survey - 3

LEHD Origin-Destination Employment Statistics - 3

University of Texas - 3

Postal Service - 3

Management and Organizational Practices Survey - 3

Business R&D and Innovation Survey - 3

Opportunity Atlas - 3

Agriculture, Forestry - 3

Oil and Gas Extraction - 3

University of Toronto - 3

Princeton University - 3

European Commission - 3

Statistics Canada - 3

General Social Survey - 3

Limited Liability Company - 3

Brookings Institution - 3

Information and Communication Technology Survey - 3

Environmental Protection Agency - 3

CAAA - 3

Sloan Foundation - 3

Probability Density Function - 3

IQR - 3

Labor Productivity - 3

Public Administration - 3

VAR - 3

National Research Council - 3

Journal of Economic Perspectives - 3

TFPQ - 3

employed - 106

labor - 99

workforce - 87

employ - 85

survey - 80

earnings - 77

recession - 64

population - 62

respondent - 61

employee - 60

economist - 51

payroll - 48

salary - 45

worker - 44

census bureau - 43

earner - 39

job - 38

estimating - 36

poverty - 35

unemployed - 35

econometric - 33

hiring - 32

census data - 32

statistical - 28

occupation - 28

data census - 26

expenditure - 26

irs - 25

macroeconomic - 25

agency - 25

welfare - 24

hispanic - 24

data - 24

insurance - 23

trend - 23

quarterly - 23

medicaid - 22

endogeneity - 22

heterogeneity - 22

ethnicity - 22

socioeconomic - 21

enrollment - 21

minority - 21

earn - 21

resident - 21

tax - 20

unemployment rates - 20

census employment - 20

disadvantaged - 20

residence - 20

employment dynamics - 20

retirement - 19

coverage - 19

estimation - 19

revenue - 19

layoff - 19

immigrant - 19

ethnic - 18

hire - 18

percentile - 18

labor statistics - 18

longitudinal - 17

survey income - 17

eligibility - 16

report - 16

employment statistics - 16

household surveys - 16

industrial - 16

growth - 16

residential - 16

shift - 16

estimates employment - 16

taxpayer - 15

sector - 15

research census - 15

disparity - 15

housing - 15

manufacturing - 15

migration - 15

migrant - 15

tenure - 15

workplace - 15

federal - 14

family - 14

eligible - 14

incentive - 14

bias - 14

racial - 14

race - 14

census survey - 14

ssa - 14

citizen - 14

assessed - 14

imputation - 14

immigration - 14

1040 - 13

economically - 13

enterprise - 13

sampling - 13

entrepreneur - 13

entrepreneurship - 13

employment data - 13

demand - 13

market - 13

mobility - 13

employment growth - 13

production - 13

employment earnings - 13

filing - 12

use census - 12

prevalence - 12

medicare - 12

intergenerational - 12

employment unemployment - 12

discrimination - 12

estimator - 12

gdp - 12

labor markets - 12

aging - 12

metropolitan - 12

work census - 12

employment wages - 12

employing - 12

investment - 11

state employment - 11

poorer - 11

disability - 11

neighborhood - 11

migrating - 11

datasets - 11

income data - 11

establishment - 11

workers earnings - 11

employment estimates - 11

clerical - 11

employer household - 11

longitudinal employer - 11

census research - 11

employee data - 11

pension - 10

uninsured - 10

benefit - 10

regress - 10

yearly - 10

health - 10

pandemic - 10

average - 10

innovation - 10

moving - 10

migrate - 10

microdata - 10

mexican - 10

turnover - 10

financial - 9

union - 9

endogenous - 9

technological - 9

matching - 9

entrepreneurial - 9

aggregate - 9

population survey - 9

relocation - 9

state - 9

income survey - 9

census responses - 9

native - 9

economic census - 9

segregation - 9

home - 9

ancestry - 9

sale - 9

wage changes - 9

econometrician - 9

employment flows - 9

provided census - 8

spillover - 8

policy - 8

unobserved - 8

earnings age - 8

effects employment - 8

compensation - 8

rates employment - 8

rural - 8

relocate - 8

company - 8

subsidy - 8

survey households - 8

dependent - 8

profit - 8

retiree - 8

record - 8

race census - 8

recessionary - 8

decade - 8

assessing - 8

venture - 8

worker demographics - 8

trends employment - 8

recession employment - 8

insurance coverage - 8

efficiency - 8

produce - 8

enrollee - 7

organizational - 7

incorporated - 7

unemployment insurance - 7

white - 7

generation - 7

mortality - 7

wage growth - 7

career - 7

earnings mobility - 7

statistician - 7

proprietorship - 7

proprietor - 7

agriculture - 7

2010 census - 7

productive - 7

productivity growth - 7

parent - 7

parental - 7

employment trends - 7

discrepancy - 7

woman - 7

poor - 7

earnings workers - 7

wealth - 7

corporation - 7

coverage employer - 7

earnings employees - 7

effect wages - 7

wage data - 7

healthcare - 7

income year - 7

accounting - 6

endowment - 6

fiscal - 6

census use - 6

earns - 6

analysis - 6

researcher - 6

study - 6

paper census - 6

sample - 6

latino - 6

indian - 6

propensity - 6

rurality - 6

survey data - 6

rent - 6

adoption - 6

cohort - 6

impact - 6

census linked - 6

saving - 6

census household - 6

exogeneity - 6

labor productivity - 6

income distributions - 6

wage earnings - 6

associate - 6

earnings inequality - 6

workforce indicators - 6

regressing - 6

wages production - 6

trends labor - 6

exemption - 6

segregated - 6

insured - 6

inference - 6

income households - 6

health insurance - 6

schooling - 6

income individuals - 6

educated - 6

finance - 5

available census - 5

estimates census - 5

grocery - 5

corporate - 5

grandparent - 5

adopt - 5

wages employment - 5

research - 5

individuals census - 5

department - 5

residing - 5

community - 5

profitability - 5

technology - 5

marriage - 5

citizenship - 5

adulthood - 5

enrolled - 5

demography - 5

expense - 5

linked census - 5

industry wages - 5

transition - 5

earnings growth - 5

disclosure - 5

distribution - 5

ownership - 5

merger - 5

surveys censuses - 5

records census - 5

industry employment - 5

regression - 5

wage regressions - 5

wage industries - 5

employment recession - 5

fertility - 5

census file - 5

retail - 5

founder - 5

owned businesses - 5

relocating - 5

black - 5

insurance premiums - 5

insurance employer - 5

employment count - 5

census estimates - 4

sample census - 4

spending - 4

prospect - 4

asian - 4

renter - 4

patent - 4

sector productivity - 4

reside - 4

specialization - 4

geographic - 4

impairment - 4

urban - 4

city - 4

environmental - 4

census years - 4

outsourced - 4

database - 4

employment distribution - 4

autoregressive - 4

women earnings - 4

employment effects - 4

consumption - 4

information census - 4

productivity measures - 4

productivity dynamics - 4

outsourcing - 4

immigrated - 4

assimilation - 4

information - 4

homeowner - 4

employment measures - 4

owner - 4

censuses surveys - 4

interracial - 4

earnings gap - 4

wage gap - 4

gender - 4

business data - 4

increase employment - 4

wage variation - 4

industry productivity - 4

productivity variation - 4

wages productivity - 4

wage differences - 4

factory - 4

business owners - 4

census business - 4

employment entrepreneurship - 4

taxation - 4

matched - 4

utilization - 4

premium - 4

employment changes - 4

household income - 4

education - 4

filed - 3

investor - 3

equity - 3

invest - 3

policymakers - 3

strategic - 3

innovator - 3

warehousing - 3

measures employment - 3

linkage - 3

graduate - 3

nonemployer businesses - 3

town - 3

sociology - 3

census 2020 - 3

factor productivity - 3

depreciation - 3

productivity shocks - 3

divorced - 3

census records - 3

innovate - 3

patenting - 3

geographically - 3

risk - 3

taxable - 3

amenity - 3

export - 3

tariff - 3

growth productivity - 3

capital productivity - 3

volatility - 3

income children - 3

firms census - 3

impact employment - 3

aggregate productivity - 3

inventory - 3

financing - 3

banking - 3

ethnically - 3

classification - 3

bank - 3

pollution - 3

regional - 3

employed census - 3

businesses census - 3

consumer - 3

supermarket - 3

leverage - 3

measures productivity - 3

productivity dispersion - 3

social - 3

locality - 3

characteristics businesses - 3

heterogeneous - 3

regressors - 3

rate - 3

commute - 3

country - 3

wage effects - 3

declining - 3

decline - 3

suburb - 3

commodity - 3

subsidized - 3

employment declines - 3

retailer - 3

acquisition - 3

inflation - 3

restructuring - 3

insurer - 3

Viewing papers 21 through 30 of 293


  • Working Paper

    The Effects of Eviction on Children

    May 2025

    Working Paper Number:

    CES-25-34

    Eviction may be an important channel for the intergenerational transmission of poverty, and concerns about its effects on children are often raised as a rationale for tenant protection policies. We study how eviction impacts children's home environment, school engagement, educational achievement, and high school completion by assembling new data sets linking eviction court records in Chicago and New York to administrative public school records and restricted Census records. To disentangle the consequences of eviction from the effects of correlated sources of economic distress, we use a research design based on the random assignment of court cases to judges who vary in their leniency. We find that eviction increases children's residential mobility, homelessness, and likelihood of doubling up with grandparents or other adults. Eviction also disrupts school engagement, causing increased absences and school changes. While we find little impact on elementary and middle school test scores, eviction substantially reduces high school course credits. Lastly, we find that eviction reduces high school graduation and use a novel bounding method to show that this finding is not driven by differential attrition. The disruptive effects of eviction appear worse for older children and boys. Our evidence suggests that the impact of eviction on children runs through the disruption to the home environment or school engagement rather than deterioration in school or neighborhood quality, and may be moderated by access to family support networks.
    View Full Paper PDF
  • Working Paper

    The Rising Returns to R&D: Ideas Are Not Getting Harder to Find

    May 2025

    Working Paper Number:

    CES-25-29

    R&D investment has grown robustly, yet aggregate productivity growth has stagnated. Is this because 'ideas are getting harder to find'? This paper uses micro-data from the US Census Bureau to explore the relationship between R&D and productivity in the manufacturing sector from 1976 to 2018. We find that both the elasticity of output (TFP) with respect to R&D and the marginal returns to R&D have risen sharply. Exploring factors affecting returns, we conclude that R&D obsolescence rates must have risen. Using a novel estimation approach, we find consistent evidence of sharply rising technological rivalry. These findings suggest that R&D has become more effective at finding productivity-enhancing ideas but these ideas may also render rivals' technologies obsolete, making innovations more transient.
    View Full Paper PDF
  • Working Paper

    Divorce, Family Arrangements, and Children's Adult Outcomes

    May 2025

    Working Paper Number:

    CES-25-28

    Nearly a third of American children experience parental divorce before adulthood. To understand its consequences, we use linked tax and Census records for over 5 million children to examine how divorce affects family arrangements and children's long-term outcomes. Following divorce, parents move apart, household income falls, parents work longer hours, families move more frequently, and households relocate to poorer neighborhoods with less economic opportunity. This bundle of changes in family circumstances suggests multiple channels through which divorce may affect children's development and outcomes. In the years following divorce, we observe sharp increases in teen births and child mortality. To examine long-run effects on children, we compare siblings with different lengths of exposure to the same divorce. We find that parental divorce reduces children's adult earnings and college residence while increasing incarceration, mortality, and teen births. Changes in household income, neighborhood quality, and parent proximity account for 25 to 60 percent of these divorce effects.
    View Full Paper PDF
  • Working Paper

    Size Matters: Matching Externalities and the Advantages of Large Labor Markets

    April 2025

    Working Paper Number:

    CES-25-22

    Economists have long hypothesized that large and thick labor markets facilitate the matching between workers and firms. We use administrative data from the LEHD to compare the job search outcomes of workers originally in large and small markets who lost their jobs due to a firm closure. We define a labor market as the Commuting Zone'industry pair in the quarter before the closure. To account for the possible sorting of high-quality workers into larger markets, the effect of market size is identified by comparing workers in large and small markets within the same CZ, conditional on workers fixed effects. In the six quarters before their firm's closure, workers in small and large markets have a similar probability of employment and quarterly earnings. Following the closure, workers in larger markets experience significantly shorter non-employment spells and smaller earning losses than workers in smaller markets, indicating that larger markets partially insure workers against idiosyncratic employment shocks. A 1 percent increase in market size results in a 0.015 and 0.023 percentage points increase in the 1-year re-employment probability of high school and college graduates, respectively. Displaced workers in larger markets also experience a significantly lower need for relocation to a different CZ. Conditional on finding a new job, the quality of the new worker-firm match is higher in larger markets, as proxied by a higher probability that the new match lasts more than one year; the new industry is the same as the old one; and the new industry is a 'good fit' for the worker's college major. Consistent with the notion that market size should be particularly consequential for more specialized workers, we find that the effects are larger in industries where human capital is more specialized and less portable. Our findings may help explain the geographical agglomeration of industries'especially those that make intensive use of highly specialized workers'and validate one of the mechanisms that urban economists have proposed for the existence of agglomeration economies.
    View Full Paper PDF
  • Working Paper

    Geographic Immobility in the United States: Assessing the Prevalence and Characteristics of Those Who Never Migrate Across State Lines Using Linked Federal Tax Microdata

    March 2025

    Working Paper Number:

    CES-25-19

    This paper explores the prevalence and characteristics of those who never migrate at the state scale in the U.S. Studying people who never migrate requires regular and frequent observation of their residential location for a lifetime, or at least for many years. A novel U.S. population-sized longitudinal dataset that links individual level Internal Revenue Service (IRS) and Social Security Administration (SSA) administrative records supplies this information annually, along with information on income and socio-demographic characteristics. We use these administrative microdata to follow a cohort aged between 15 and 50 in 2001 from 2001 to 2016, differentiating those who lived in the same state every year during this period (i.e., never made an interstate move) from those who lived in more than one state (i.e., made at least one interstate move). We find those who never made an interstate move comprised 75 percent of the total population of this age cohort. This percentage varies by year of age but never falls below 62 percent even for those who were teenagers or young adults in 2001. There are also variations in these percentages by sex, race, nativity, and income, with the latter having the largest effects. We also find substantial variation in these percentages across states. Our findings suggest a need for more research on geographically immobile populations in U.S.
    View Full Paper PDF
  • Working Paper

    Work Organization and Cumulative Advantage

    March 2025

    Working Paper Number:

    CES-25-18

    Over decades of wage stagnation, researchers have argued that reorganizing work can boost pay for disadvantaged workers. But upgrading jobs could inadvertently shift hiring away from those workers, exacerbating their disadvantage. We theorize how work organization affects cumulative advantage in the labor market, or the extent to which high-paying positions are increasingly allocated to already-advantaged workers. Specifically, raising technical skill demands exacerbates cumulative advantage by shifting hiring towards higher-skilled applicants. In contrast, when employers increase autonomy or skills learned on-the-job, they raise wages to buy worker consent or commitment, rather than pre-existing skill. To test this idea, we match administrative earnings to task descriptions from job posts. We compare earnings for workers hired into the same occupation and firm, but under different task allocations. When employers raise complexity and autonomy, new hires' starting earnings increase and grow faster. However, while the earnings boost from complex, technical tasks shifts employment toward workers with higher prior earnings, worker selection changes less for tasks learned on-the-job and very little for high autonomy tasks. These results demonstrate how reorganizing work can interrupt cumulative advantage.
    View Full Paper PDF
  • Working Paper

    The Intangible Divide: Why Do So Few Firms Invest in Innovation?

    February 2025

    Working Paper Number:

    CES-25-15

    Investments in software, R&D, and advertising have surged, nearing half of U.S. private nonresidential investment. Yet just a few hundred firms dominate this growth. Most firms, including large ones, regularly invest little in capitalized software and R&D, widening this 'intangible divide' despite falling intangible prices. Using comprehensive US Census microdata, we document these patterns and explore factors associated with intangible investment. We find that firms invest significantly less in innovation-related intangibles when their rivals invest more. One firm's investment can obsolesce rivals' investments, reducing returns. This negative pecuniary externality worsens the intangible divide, potentially leading to significant misallocation.
    View Full Paper PDF
  • Working Paper

    The Design of Sampling Strata for the National Household Food Acquisition and Purchase Survey

    February 2025

    Working Paper Number:

    CES-25-13

    The National Household Food Acquisition and Purchase Survey (FoodAPS), sponsored by the United States Department of Agriculture's (USDA) Economic Research Service (ERS) and Food and Nutrition Service (FNS), examines the food purchasing behavior of various subgroups of the U.S. population. These subgroups include participants in the Supplemental Nutrition Assistance Program (SNAP) and the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC), as well as households who are eligible for but don't participate in these programs. Participants in these social protection programs constitute small proportions of the U.S. population; obtaining an adequate number of such participants in a survey would be challenging absent stratified sampling to target SNAP and WIC participating households. This document describes how the U.S. Census Bureau (which is planning to conduct future versions of the FoodAPS survey on behalf of USDA) created sampling strata to flag the FoodAPS targeted subpopulations using machine learning applications in linked survey and administrative data. We describe the data, modeling techniques, and how well the sampling flags target low-income households and households receiving WIC and SNAP benefits. We additionally situate these efforts in the nascent literature on the use of big data and machine learning for the improvement of survey efficiency.
    View Full Paper PDF
  • Working Paper

    Geographic Disparities in Alzheimer's Disease and Related Dementia Mortality in the US: Comparing Impacts of Place of Birth and Place of Residence

    January 2025

    Working Paper Number:

    CES-25-11

    Objective: Building on the hypothesis that early-life exposures might influence the onset of Alzheimer's Disease and Related Dementia (ADRD), this study delves into geographic variations in ADRD mortality in the US. By considering both state of residence and state of birth, we aim to discern the comparative significance of these geospatial factors. Methods: We conducted a secondary data analysis of the National Longitudinal Mortality Study (NLMS), that has 3.5 million records from 1973-2011 and over 0.5 million deaths. We focused on individuals born in or before 1930, tracked in NLMS cohorts from 1979-2000. Employing multi-level logistic regression, with individuals nested within states of residence and/or states of birth, we assessed the role of geographical factors in ADRD mortality variation. Results: We found that both state of birth and state of residence account for a modest portion of ADRD mortality variation. Specifically, state of residence explains 1.19% of the total variation in ADRD mortality, whereas state of birth explains only 0.6%. When combined, both state of residence and state of birth account for only 1.05% of the variation, suggesting state of residence could matter more in ADRD mortality outcomes. Conclusion: Findings of this study suggest that state of residence explains more variation in ADRD mortality than state of birth. These results indicate that factors in later life may present more impactful intervention points for curbing ADRD mortality. While early-life environmental exposures remain relevant, their role as primary determinants of ADRD in later life appears to be less pronounced in this study.
    View Full Paper PDF
  • Working Paper

    Food Security Status Across the Rural-Urban Continuum Before and During the COVID-19 Pandemic

    January 2025

    Working Paper Number:

    CES-25-01

    Background: Food security, defined as consistent access to sufficient food to support an active life, is a crucial social determinant of health. A key dimension affecting food security is position along the rural-urban continuum, as there are important socio-economic and environmental differences between communities related to urbanicity or rurality that impact food access. The COVID-19 pandemic created social and economic shocks that altered financial and food security, which may have had differential effects by rurality and urbanicity. However, there has been limited research on how food security differs across the shades of the rural-urban community spectrum, as most often researchers have characterized communities as either urban or rural. Methods: In this study, which linked restricted use Current Population Survey Food Security Supplement data to census-tract level United States Department of Agriculture Rural-Urban Commuting Area codes, we estimated the prevalence of household food security across temporal (2015-2019 versus 2020-2021) and socio-spatial (urban, large rural city/town, small rural town, or isolated rural town/area) dimensions in order to characterize variations before and during the COVID-19 pandemic by urbanicity/rurality. We report prevalences as point estimates with 95% confidence intervals. Results: The prevalence of food security was 87.7% (87.5-88.0%) in 2015-2019 and 88.8% (88.4-89.3%) in 2020-2021 for urban areas, 85.5% (84.7-86.2%) in 2015-2019 and 87.1% (85.7-88.3%) in 2020-2021 for large rural towns/cities, 82.8% (81.5-84.1%) in 2015-2019 and 87.3% (85.7-89.2%) in 2020-2021 for small rural towns, and 87.6% (86.3-88.8%) in 2015-2019 and 90.9% (88.7-92.7%) in 2020-2021 for isolated rural towns/areas. Conclusion: These findings show that rural communities experiences of food security vary and aggregating households in these environments may mask areas of concern and concentrated need.
    View Full Paper PDF