# ADP Research weighs startup growth against job creation [Canonical reading](https://escapemeridian.com/readings/adp-research-weighs-startup-growth-against-job-creation-53b7a915) Published April 15, 2025, ADP Research argues that a surge in business applications does not necessarily mean a comparable rise in job-creating businesses. The piece distinguishes applications expressing an intent to hire from those that include planned wages, which Census says have a high likelihood of becoming businesses with workers on payroll. ADP Research reports that applications for new businesses have risen sharply since March 2020, while the share of applications expressing an intent to hire has fallen. It also reports that applications including planned wages declined year over year and had negative year-over-year growth for 15 consecutive months, dating back to January 2024. The distinction matters because the piece connects small businesses to employment: enterprises with fewer than 500 people employed 46 percent of the U.S. workforce in 2022, according to Census data. ADP Research argues that, despite high business-application totals, most startups are unlikely to become the job creators the economy needs. It attributes the entrepreneurial drive to demographic changes, financial conditions, technological innovation and the gig economy. The evidence does not establish how many applications will become employers or how many jobs they will create. Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims. ## Original source ADP Research · Article Original source date: Apr 15, 2025 (2025-04-15). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-14T13:43:23.464Z. First observed: 2026-10-31T09:26:02.120Z. Retrieved: 2026-10-31T09:27:43.969Z. - [Small business startups: The beat goes on. Or does it?](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Limits Text as retrieved on October 31, 2026; originally published April 15, 2025. The article reports application counts and categories, but does not say how many applications ultimately became employers or how many jobs they created. ## Open question How many applications expressing an intent to hire, or including planned wages, ultimately become businesses with workers on payroll? ## Source-stated ADP Research says applications expressing an intent to hire reached their second-highest level on record in March, while their share of all applications was lower than in March 2005. > the number of high-propensity applications hit their second-highest level on record in March, up 18 percent from a year earlier. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source-stated ADP Research reports that applications including planned wages fell year over year and had negative year-over-year growth for 15 consecutive months beginning in January 2024. > has posted negative year-over-year growth on a monthly basis for 15 consecutive months dating back to January 2024. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source-stated ADP Research says applications including planned wages have a high likelihood of transitioning into businesses with workers on payroll, according to Census. > Because these filings include a wage pay date, Census gives them a high likelihood of transitioning into a business with workers on a payroll. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source-stated ADP Research argues that most startups are unlikely to be the job creators the economy needs, despite high business-application totals. > So, while business applications are higher than ever, the lion’s share of these startups aren’t likely to be the job creators the economy needs. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source-stated ADP Research reports that enterprises with fewer than 500 people employed 46 percent of the U.S. workforce in 2022, citing Census data. > As recently as 2022, enterprises with fewer than 500 people employed 46 percent of the U.S. workforce, Census data shows. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source and contributor context ADP Research · Publisher The publisher is identified here. No individual author has been inferred. ## Source media Media retrieval status: unchecked. ## Terms and references Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement. ## Editorial provenance Version 1. Publication ID: fb376e51-2d8d-ff5d-8e00-e58e7ae9ad98. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T13:38:56.673Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: bc728e9fbe23bfc7b9405d396bd4c29d25ef58b45da7bf5e89352fa33aeeeb1c. Source text hash: 828488be8f1585c100cdd4034aff892fabde423a2ce31e68eb75f35250342a05. ## Revision and source-check history ### Version 1 — 2026-11-14T13:43:23.464Z Published April 15, 2025, ADP Research argues that a surge in business applications does not necessarily mean a comparable rise in job-creating businesses. The piece distinguishes applications expressing an intent to hire from those that include planned wages, which Census says have a high likelihood of becoming businesses with workers on payroll. ADP Research reports that applications for new businesses have risen sharply since March 2020, while the share of applications expressing an intent to hire has fallen. It also reports that applications including planned wages declined year over year and had negative year-over-year growth for 15 consecutive months, dating back to January 2024. The distinction matters because the piece connects small businesses to employment: enterprises with fewer than 500 people employed 46 percent of the U.S. workforce in 2022, according to Census data. ADP Research argues that, despite high business-application totals, most startups are unlikely to become the job creators the economy needs. It attributes the entrepreneurial drive to demographic changes, financial conditions, technological innovation and the gig economy. The evidence does not establish how many applications will become employers or how many jobs they will create. ## Original source ADP Research · Article Original source date: Apr 15, 2025 (2025-04-15). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-14T13:43:23.464Z. First observed: 2026-10-31T09:26:02.120Z. Retrieved: 2026-10-31T09:27:43.969Z. - [Small business startups: The beat goes on. Or does it?](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Limits Text as retrieved on October 31, 2026; originally published April 15, 2025. The article reports application counts and categories, but does not say how many applications ultimately became employers or how many jobs they created. ## Open question How many applications expressing an intent to hire, or including planned wages, ultimately become businesses with workers on payroll? ## Source-stated ADP Research says applications expressing an intent to hire reached their second-highest level on record in March, while their share of all applications was lower than in March 2005. > the number of high-propensity applications hit their second-highest level on record in March, up 18 percent from a year earlier. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source-stated ADP Research reports that applications including planned wages fell year over year and had negative year-over-year growth for 15 consecutive months beginning in January 2024. > has posted negative year-over-year growth on a monthly basis for 15 consecutive months dating back to January 2024. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source-stated ADP Research says applications including planned wages have a high likelihood of transitioning into businesses with workers on payroll, according to Census. > Because these filings include a wage pay date, Census gives them a high likelihood of transitioning into a business with workers on a payroll. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source-stated ADP Research argues that most startups are unlikely to be the job creators the economy needs, despite high business-application totals. > So, while business applications are higher than ever, the lion’s share of these startups aren’t likely to be the job creators the economy needs. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source-stated ADP Research reports that enterprises with fewer than 500 people employed 46 percent of the U.S. workforce in 2022, citing Census data. > As recently as 2022, enterprises with fewer than 500 people employed 46 percent of the U.S. workforce, Census data shows. - [Supporting source](https://www.adpresearch.com/main-street-macro/small-business-startups-the-beat-goes-on-or-does-it) ## Source and contributor context ADP Research · Publisher The publisher is identified here. No individual author has been inferred. ## Source media Media retrieval status: unchecked. ## Terms and references Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement. ## Editorial provenance Version 1. Publication ID: fb376e51-2d8d-ff5d-8e00-e58e7ae9ad98. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T13:38:56.673Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: bc728e9fbe23bfc7b9405d396bd4c29d25ef58b45da7bf5e89352fa33aeeeb1c. Source text hash: 828488be8f1585c100cdd4034aff892fabde423a2ce31e68eb75f35250342a05. ### passed — 2026-11-14T13:38:56.673Z — anthropic/claude-opus-5.5 Publication: fb376e51-2d8d-ff5d-8e00-e58e7ae9ad98 attribution — pass: The piece is a single ADP Research Main Street Macro article with its own analysis and a 'My take' section. The reading attributes its figures and arguments to ADP Research and keeps Census data attributed to Census. > So, while business applications are higher than ever, the lion’s share of these startups aren’t likely to be the job creators the economy needs. summary — pass: The reading leads with the author's thesis that application volume overstates job creation. It explains the two key categories in plain language: applications expressing an intent to hire, and applications with planned wages. It preserves the stated causes and the 46 percent employment stake. One minor point: it paraphrases the source's term 'high-propensity business applications' rather than naming it. This does not prevent understanding. The question follows from the evidence. > an important subset of new business filings, called high-propensity business applications, explicitly express an intent to hire and establish payrolls. date — pass: originalPublished is 2025-04-15 at day precision, and the reading states April 15, 2025. The 'March' figures refer to March 2025, consistent with the source. The 15-month streak back to January 2024 is the source's own statement. There is no hindsight framing, and the 'week ahead' passages are presented as previews, not outcomes. The kind is publisher-page, so no archive disclosure is needed. > their share of total business applications has fallen from 58 percent in March 2005 to 36 percent in March 2025. support — pass: Each claim matches source text. The source supports the second-highest level of intent-to-hire applications and their falling share since 2005. It also supports the planned-wage decline, including the 15-month negative streak, the Census likelihood statement, the 46 percent figure for 2022 and the thesis on job creators. The rise since March 2020 is supported by the averages of 271,616 versus 430,495. The limitation that conversion to employers is unknown is accurate and does not overreach. > Since March 2020, when the brief pandemic recession began, that average soared to 430,495 a month, a nearly 60 percent increase. media — pass: No media was supplied or selected; mediaId is null, consistent with the empty candidate list. ## Recorded references Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter. No public references recorded here yet. [Reference data (JSON)](/readings/53b7a91551c979b8f51824b0e8f29882ea6286711fcc0656fa9da74776c102ff/references.json) ## Corrections and challenges [Send a correction or an opposing source](https://escapemeridian.com/corrections/) [JSON record](https://escapemeridian.com/readings/adp-research-weighs-startup-growth-against-job-creation-53b7a915.json)