CREAT: Census Research Exploration and Analysis Tool

Careers of Minimum Wage Workers

January 2026

Working Paper Number:

CES-26-07

Abstract

We characterize the careers of minimum wage workers by merging SIPP panels covering 1992-2016 into the LEHD. A long-run analysis shows strong earnings growth for these workers in subsequent decades, becoming indistinguishable from peers earning modestly more initially. Most of this growth is due to the steep earnings trajectories of young workers. Older workers earning minimum wages show a modest dip in earnings at that moment compared to earlier and later periods. Increases in state minimum wages do not significantly alter the future careers of workers who are on the minimum wage when the increases occur.

Document Tags and Keywords

Keywords Keywords are automatically generated using KeyBERT, a powerful and innovative keyword extraction tool that utilizes BERT embeddings to ensure high-quality and contextually relevant keywords.

By analyzing the content of working papers, KeyBERT identifies terms and phrases that capture the essence of the text, highlighting the most significant topics and trends. This approach not only enhances searchability but provides connections that go beyond potentially domain-specific author-defined keywords.
:
earnings, employed, labor, job, retirement, workforce, wages employment, salary, wage growth, poverty, prospect, earn, earner, unemployed, poorer, earnings age, career, earns, advancement

Tags Tags are automatically generated using a pretrained language model from spaCy, which excels at several tasks, including entity tagging.

The model is able to label words and phrases by part-of-speech, including "organizations." By filtering for frequent words and phrases labeled as "organizations", papers are identified to contain references to specific institutions, datasets, and other organizations.
:
National Longitudinal Survey of Youth, Current Population Survey, Survey of Income and Program Participation, Research Data Center, Alfred P Sloan Foundation, Longitudinal Employer Household Dynamics, Russell Sage Foundation, Special Sworn Status, Census Bureau Disclosure Review Board, Integrated Longitudinal Business Database, Harvard Business School

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