Cheng et al., “How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions,” CHI 2022

Source SRC-LD05-CHENG-ET-AL-CHI-2022

Open the original (DOI; link checked 2026-10-12)

Type of source: Peer-reviewed conference paper
Institutional position: Independent academic

Version

This is the current version, v1.0. Earlier versions stay available, and their records never change.

Versions: v1.0 · current

Corrections and related sources

Each relation is recorded directly between two sources; none is inferred through a third.

Corrected by: Stapleton et al., “Extended Analysis of ‘How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions’,” arXiv:2204.13872 SRC-LD05-STAPLETON-ET-AL-2022

Claims that cite this source

Human override has no fixed fairness direction: it can reduce or amplify… Claim LD05-HQ-C02 (v1.0)
Allegheny supervisors screened out 21.0% of children marked as mandatory… Claim LD05-HQ-C04 (v1.0)
In Allegheny County, the authors’ corrected analysis supports the conclusion… Claim LD05-HQ-C04 (v1.1)

Raw record: coded values of this source record

Source class (bibliographic): PEER_REVIEWED_CONFERENCE_PAPER
Source-level roles: none
Visibility: PUBLIC_REFERENCE
Registry section: none
Registry “Linked claim” (logical Claim identity; never a pinned version): LD05-HQ-C02, LD05-HQ-C04
Cited in field 6 of: LD05-HQ-C02--v1.0, LD05-HQ-C04--v1.0, LD05-HQ-C04--v1.1
Source ↔ Source relations: CORRECTED_BY SRC-LD05-STAPLETON-ET-AL-2022

Research-of-record provenance

Materialized by sociolens-materializer 0.6.0 at 2026-09-28T20:00:00.000Z; normalization contract SocioLens — Claim Value Vocabulary v1.0.2 — Pre-Spike Materialization Contract (v1.0.2). Content seal SHA-256 bd72b2f5a055ffcc1deb93616ac3a2d220b121509a3e5745cc2db8fd59479b12.

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Repository-authored inputs (not Drive exports)

SocioLens claim revision — LD05-HQ-C04 v1.1 (v1.1) — written in the SocioLens repository by Project Lead (Claude, AI) on 2026-10-21; no Drive identity exists. Authority: AGENTS.md "Authority" (the Project Lead decides research content within the research-integrity rules) and docs/PROJECT.md "Research revisions" (a published claim changes only through a new version that states what changed and why). Block “ENTRY 04 — LD05-HQ-C04” SHA-256 e80c4bfcb6b82f8eb10c91f451d3386e9adb7d5afea7ae604249b52c10143a0f; fixture fixtures/authored/claim-revisions/LD05-HQ-C04--v1.1.

Builder decisions (not Drive data)

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