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Independent Contracting, Self-Employment, and Gig Work: Evidence from California Tax Data / Annette Bernhardt, Christopher Campos, Allen Prohofsky, Aparna Ramesh, Jesse Rothstein.

By: Contributor(s): Material type: TextTextSeries: Working Paper Series (National Bureau of Economic Research) ; no. w30327.Publication details: Cambridge, Mass. National Bureau of Economic Research 2022.Description: 1 online resource: illustrations (black and white)Subject(s): Other classification:
  • J24
  • J4
  • J46
Online resources: Available additional physical forms:
  • Hardcopy version available to institutional subscribers
Abstract: We use de-identified data from California personal income tax returns to measure the frequency and nature of independent contracting and self-employment work in California. We identify this work by the presence of a Schedule C on the tax return and/or the receipt of a Form 1099 information return. We estimate that 14.4% of California workers aged 18-64 in tax year 2016 had some independent contracting or self-employment income; about half of these workers also had earnings from traditional W-2 jobs during the year. We find that only a small share (1.4%) of workers had earnings from online labor platforms (often called gig work). Workers with low earnings were significantly more likely to earn independent contracting or self-employment income and to rely primarily or exclusively on that income. We explore the characteristics of workers engaging in independent contracting and self-employment and their distribution across family type, geography, and industry.
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August 2022.

We use de-identified data from California personal income tax returns to measure the frequency and nature of independent contracting and self-employment work in California. We identify this work by the presence of a Schedule C on the tax return and/or the receipt of a Form 1099 information return. We estimate that 14.4% of California workers aged 18-64 in tax year 2016 had some independent contracting or self-employment income; about half of these workers also had earnings from traditional W-2 jobs during the year. We find that only a small share (1.4%) of workers had earnings from online labor platforms (often called gig work). Workers with low earnings were significantly more likely to earn independent contracting or self-employment income and to rely primarily or exclusively on that income. We explore the characteristics of workers engaging in independent contracting and self-employment and their distribution across family type, geography, and industry.

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