Evidence map›Paper›PMID 40416803›Full record

ArticleCognitive therapy and research2025

Evaluating the reliability of the Word-Sentence Association Paradigm (WSAP) as an interpretation bias assessment across ethnoracial groups.

IreLee Ferguson, Grace George, Christina Wu, Irene Xu, Eliza Passel, Laura T Germine, Courtney Beard

Abstract read
In one paragraph

Article in Cognitive therapy and research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Trial
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

IreLee FergusonMcLean Hospital, Belmont, MA, USA.ORCID 0009-0006-0512-7897
Grace GeorgeMcLean Hospital, Belmont, MA, USA.ORCID 0000-0001-6700-9964
Christina WuMcLean Hospital, Belmont, MA, USA.
Irene XuMcLean Hospital, Belmont, MA, USA.ORCID 0000-0001-5018-0837
Eliza PasselMcLean Hospital, Belmont, MA, USA.ORCID 0000-0003-3198-6071
Laura T GermineMcLean Hospital, Belmont, MA, USA.ORCID 0000-0001-8690-8412
Courtney BeardMcLean Hospital, Belmont, MA, USA.ORCID 0000-0002-8321-8712

Funding

Mobile Measures of Threat Sensitivity for Cross-sectional and Longitudinal AssessmentR01MH121617 · NIMH · MCLEAN HOSPITAL · PI GERMINE, LAURA THI · 2020 to 2025
$3.9M
Parent interpretation bias as a key mechanism of intergenerational transmission of anxietyR01MH129374 · NIMH · MCLEAN HOSPITAL · PI Courtney Beard Elias · 2023 to 2026
$3.2M
NIMH NIH HHS R01 MH121617NIMH NIH HHS R01 MH129374
6 · The paper itself

Abstract

Background: The tendency to negatively interpret ambiguous situations (i.e., interpretation bias) is associated with the development and maintenance of emotional disorders. Reliable measures of this transdiagnostic construct are critical for mechanistic studies and for evaluating treatment effects. However, few studies have validated common measures of interpretation bias across different ethnoracial groups. The Word-Sentence Association Paradigm (WSAP) is a commonly used measure of interpretation biases that has previously shown good reliability (Gonsalves, Whittles, Weisberg, Beard, & 2019). This study evaluated two versions of the WSAP in two different samples across four ethnoracial groups (Asian/Pacific Islander, Black/African, Hispanic, non-Hispanic White) in the United States. Methods: The first sample included adults ( Results: Both versions of the WSAP demonstrated acceptable split-half reliability across ethnoracial groups. There were not any group differences in WSAP scores across ethnoracial groups for either version of the WSAP. Conclusions: Results provide preliminary support for the WSAP as a reliable measure of interpretation bias across ethnoracial groups. Future work with larger samples is needed to replicate these findings, as well as to examine validity of the WSAP across ethnoracial groups.

Identifiers

PMID40416803
PMCPMC12097530

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.