Job market polarization and American poverty
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The article posits that the puzzles of stagnating poverty rates amidst high growth and declining unemployment in the United States can be substantially explained by polarized job markets characterized by job quality and job distribution. In recent decades, there has been an increased number of poor-quality jobs and an unequal distribution of jobs in the developed world, particularly in the United States. I have calculated measures of uneven job distribution indices that account for the distribution of jobs across households. A higher value of the uneven job distribution indices implies that there are relatively large numbers of households with multiple employed people and households with no employed people. Similarly, poor-quality jobs are those jobs that do not offer full-time work. Two-way fixed-effect models estimate that higher uneven job distribution across households worsens aggregated poverty at the state level. Similarly, good-quality jobs help households escape poverty, whereas poor-quality jobs do not. This paper suggests that eradicating poverty requires the government to direct labor market policies to be tailored more toward distributing jobs from individuals to households and altering bad jobs into good jobs, rather than merely creating more jobs in the economy. This paper contributes by elaborating on relations of employment and poverty, addressing employment quality and distribution, and providing empirical evidence.
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Native people more often face menial, low wage, and unstable employment.
“As well as structural inequalities in labor market participation -where Native people more often face menial, low wage, and unstable employment (Siddique 2023).”
From Indigenous Carceral System Inequalities in the US: A Synthesis of the Literature About the Nature and Sources (2025) · cites this paper as Siddique 2023
The Introduction (section 1; page unavailable) describes an increase in low-paying jobs with few hours and little job security, supporting the general description of poor-quality employment. But the paper does not establish that Native people face these jobs more often than others; its reference to “native individuals” in section 4.1 contrasts them with immigrants, not with non-Native people. (LLM, conf=0.88)
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Explaining Job Polarization: Routine-Biased Technological Change and Offshoring
Goos, M., Manning, A., & Salomons, A. (2014) · American Economic Review · doi:10.1257/aer.104.8.2509 · Cited by 2,111 · see citing works
What's trending in difference-in-differences? A synthesis of the recent econometrics literature
Roth, J., Sant’Anna, P. H. C., Bilinski, A., & Poe, J. (2023) · Journal of Econometrics · doi:10.1016/j.jeconom.2023.03.008 · Cited by 2,027 · cited 1× · see citing works
“With a large number of independent clusters of observations (i.e. states), the coefficient of our variable of interests can be consistently estimated using a TWFE regression specification, and by clustering standard errors the conclusion will be an asymptotically valid inference (Roth et al. 2023).”
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Cited by
Sorted by citations
Tabbutt, K. (2025) · Sociology Compass · doi:10.1111/soc4.70123 · Cited by 1 · see citing works
- Authors
- Siddique, A. B.
- Affiliations
- Florida Atlantic University (US)
- Corresponding author
- Siddique, Abu Bakkar
- ORCID
- Siddique, Abu Bakkar
- Venue
- Journal for Labour Market Research
- Published
- 2023-11-02
- Volume
- 57
- Issue
- 1
- ISSN
- 1614-3485 (ISSN-L)
- 2510-5027
- OpenAlex
- W4388221045
- Cited by
- 9
- References
- 2
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 2
- FWCI
- 1.84
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Locations
- Journal for Labour Market Research (publishedVersion, cc-by)
- Econstor (Econstor) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor market dynamics and wage inequality
- Social Sciences › Sociology and Political Science › Income, Poverty, and Inequality
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Economic Theory and Policy
- Keywords
- poverty, job quality, employment distribution, domestic work, full-time employment, labour market policy, state-level poverty, United States
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