Paper Citation Record · LEDGER

GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis

As of 17 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 1 inbound Pith citation observation for arXiv:2606.00438.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.00438 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T18:48:13.636613Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T09:07:47.454921Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-03T09:17:48.357471Z

Reference resolution

7 of 7 outbound references displayed

verified exact2
verified fuzzy0
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 003dab01-6704-45e0-879e-ce64e258da65 · outbound

This paper cites an unresolved cited work.

GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T18:48:13.636613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dbe9665-fc83-4621-87bf-058a8391a5e2 · outbound

This paper cites The effects of generative AI on high-skilled work: Evidence from three field experiments with software developers.Management Science, 2025.

GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis The effects of generative AI on high-skilled work: Evidence from three field experiments with software developers.Management Science, 2025

Reference 2

Resolution: verified exact; doi, observed 2026-06-28T18:52:29.901467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fe9c3ea0-be11-40e8-b10b-69f3375e158e · outbound

This paper cites an unresolved cited work.

GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T18:48:13.636613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 823c901e-4ec6-453c-8b86-f7281baf7b78 · outbound

This paper cites an unresolved cited work.

GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T18:48:13.636613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eab1ccba-7dc6-4d5a-9150-739fc8176d36 · outbound

This paper cites 2018.The Book of Why: The New Science of Cause and Effect.

GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis 2018.The Book of Why: The New Science of Cause and Effect

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T18:48:13.636613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bad9d180-6aeb-4c99-acd0-baf5ef2922c5 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-28T19:52:35.827328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9808f776-2ce6-4b47-a4a1-a2a29f68ae21 · outbound

This paper cites an unresolved cited work.

GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T18:48:13.636613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7de0cb5e-4d36-4484-b45c-a73113cfb503 · inbound

AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate cites this paper.

AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-03T09:17:48.358875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.