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ADP Research · Jul 15, 2025

ADP Research says a pay raise may come down to a coin flip

Markdown · JSON · Original source

ADP Research published this reading on July 15, 2025. It compares the labor market with the first half of 2019 to assess workers’ chances of a raise. ADP Research argues that employer demand is softer than before the pandemic, but the supply of workers is tighter too: fewer people are working or looking for work, and employed people are putting in fewer hours. The reading points to new-hire wages staying unchanged as another sign that supply and demand are in balance. Its conclusion is that, in this labor market, “the odds of anyone getting a pay raise are dead even.” That is ADP Research’s assessment of the odds, not a report that raises have stopped or that any particular worker will or will not receive one. Whether the balance in the labor market will persist, and how it will affect pay, remains unknown.

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.

ADP ResearchArticle · adpresearch.comOpen original source

Original source

ADP Research · Article

Source details

Original source date: Jul 15, 2025 (2025-07-15).

Date basis: Date stated on the publisher’s page.

Added to Escape Meridian: 2026-11-13T03:13:23.885Z. First observed: 2026-10-31T08:25:55.029Z. Retrieved: 2026-10-31T08:27:51.641Z.

Referenced by

Recorded citations and public file attachments. A reference alone does not establish agreement or influence.

No public references recorded here yet.

Reference data (JSON)

Limits

Text as retrieved on October 31, 2026; originally published July 15, 2025. The reading gives a labor-market assessment and an estimate of the odds, not evidence about whether a particular worker received a raise.

Open question

Will the balance ADP Research describes persist, and how will it affect pay raises?

Source-stated

ADP Research says employer demand is softer than before the pandemic, while the supply of workers is tighter.

While demand for workers is softer now than it was before the pandemic, the supply of workers also is tighter.

Source-stated

ADP Research says new-hire average hourly pay has stayed at the same level for a year, which it takes as a sign of balance between worker supply and demand.

This year, average hourly pay for new hires has been stuck at $18.00 for 12 months. By this measure, labor force supply and demand are in balance.

Source-stated

ADP Research concludes that the odds of anyone getting a pay raise are even in the labor market it describes.

In this kind of labor market, the odds of anyone getting a pay raise are dead even.

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: cd61e693-4ddb-8334-c54e-12bf9d7d653b.

Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.

Source check: passed by anthropic/claude-opus-5.5 on 2026-11-13T03:09:00.536Z. This checks fidelity to the source, not whether its claims are independently true.

Editorial selection: accept; reasons: bridge_admitted_by_model.

Observation: 8d6b5aa56597e2b05d16cd30852f9a9cf6734ec236cf3730efa41d9a04fa9ac4. Source text hash: cb8bf83dd0970e167c28cac8516f22578a7ea01b41258cc46b6bbc7f70888fdb.

Revision and source-check history

Version 1 · 2026-11-13T03:13:23.885Z

ADP Research says a pay raise may come down to a coin flip

ADP Research published this reading on July 15, 2025. It compares the labor market with the first half of 2019 to assess workers’ chances of a raise. ADP Research argues that employer demand is softer than before the pandemic, but the supply of workers is tighter too: fewer people are working or looking for work, and employed people are putting in fewer hours. The reading points to new-hire wages staying unchanged as another sign that supply and demand are in balance. Its conclusion is that, in this labor market, “the odds of anyone getting a pay raise are dead even.” That is ADP Research’s assessment of the odds, not a report that raises have stopped or that any particular worker will or will not receive one. Whether the balance in the labor market will persist, and how it will affect pay, remains unknown.

Original source

ADP Research · Article

Source details

Original source date: Jul 15, 2025 (2025-07-15).

Date basis: Date stated on the publisher’s page.

Added to Escape Meridian: 2026-11-13T03:13:23.885Z. First observed: 2026-10-31T08:25:55.029Z. Retrieved: 2026-10-31T08:27:51.641Z.

Limits

Text as retrieved on October 31, 2026; originally published July 15, 2025. The reading gives a labor-market assessment and an estimate of the odds, not evidence about whether a particular worker received a raise.

Open question

Will the balance ADP Research describes persist, and how will it affect pay raises?

Source-stated

ADP Research says employer demand is softer than before the pandemic, while the supply of workers is tighter.

While demand for workers is softer now than it was before the pandemic, the supply of workers also is tighter.

Source-stated

ADP Research says new-hire average hourly pay has stayed at the same level for a year, which it takes as a sign of balance between worker supply and demand.

This year, average hourly pay for new hires has been stuck at $18.00 for 12 months. By this measure, labor force supply and demand are in balance.

Source-stated

ADP Research concludes that the odds of anyone getting a pay raise are even in the labor market it describes.

In this kind of labor market, the odds of anyone getting a pay raise are dead even.

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: cd61e693-4ddb-8334-c54e-12bf9d7d653b.

Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.

Source check: passed by anthropic/claude-opus-5.5 on 2026-11-13T03:09:00.536Z. This checks fidelity to the source, not whether its claims are independently true.

Editorial selection: accept; reasons: bridge_admitted_by_model.

Observation: 8d6b5aa56597e2b05d16cd30852f9a9cf6734ec236cf3730efa41d9a04fa9ac4. Source text hash: cb8bf83dd0970e167c28cac8516f22578a7ea01b41258cc46b6bbc7f70888fdb.

passed · 2026-11-13T03:09:00.536Z · anthropic/claude-opus-5.5

Publication: cd61e693-4ddb-8334-c54e-12bf9d7d653b

attribution — pass: The piece is a single ADP Research Main Street Macro column, written in the first person. The author is not named in the captured text, so attributing the argument to the publisher, ADP Research, is reasonable. The reading consistently presents the coin-flip conclusion as ADP Research's assessment, not as fact.

In this kind of labor market, the odds of anyone getting a pay raise are dead even.

summary — pass: The title and summary capture the comparison with the first half of 2019 and the core argument: softer employer demand, tighter worker supply and new-hire pay stuck at $18. They also keep the author's coin-flip framing. Labor force participation is explained in plain words as people working or looking for work. The question follows from the source's conclusion without leading. The phrase 'published this reading' is slightly awkward, but this is a stylistic point only.

While demand for workers is softer now than it was before the pandemic, the supply of workers also is tighter.

date — pass: The originalPublished date of 2025-07-15, at day precision, fits the text. The text cites June 2025 data and says that Tuesday's release is June's CPI, which matches July 15, 2025. The reading states the date at day precision and adds no hindsight framing. The October 2026 retrieval date is presented only as the capture date. The evidence kind is publisher-page, so no archive disclosure is needed.

the market today will turn its attention to June’s inflation data

support — pass: All three claims quote matching source passages. The summary's points on participation, hours worked and new-hire wages are stated in the source. The caveat that the odds are an assessment, not a report about any particular worker, fits the source. The open question about whether the balance will persist is labeled unknown and is not asserted as fact.

This year, average hourly pay for new hires has been stuck at $18.00 for 12 months. By this measure, labor force supply and demand are in balance.

media — pass: No media was selected, and no verified media candidates were supplied. A null media selection is therefore appropriate.

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