ArticlePloS one2021
Project Inclusive Genetics: Exploring the impact of patient-centered counseling training on physical disability bias in the prenatal setting.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.
What it found
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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.
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.
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Who cites it
8 citing papers in PubMed, 2 syntheses or guidelines pooled it, 12 citations in OpenAlex.
- Communicating neurological prognosis in the prenatal period: a narrative review and practice guidelines.Pediatric research · 2025Guideline
- The nature and validity of implicit bias training for health care providers and trainees: A systematic review.Science advances · 2024Pooled it
- Disability Bias in Patient Prioritization: How Patients' Mobility Impairments Influences Prioritization to Mechanical Ventilation.Journal of general internal medicine · 2026Article
- Implicit Bias in Health Professionals: A Scoping Review.International journal of environmental research and public health · 2026Article
- Clinician Recommendation for Hereditary Genetic Testing in Participants at Increased Risk for Hereditary Cancer.Cancers · 2025Article
- Using facial expressions instead of response keys in the implicit association test.Behavior research methods · 2024Article
- Project Inclusive Genetics: Protecting reproductive autonomy from bias via prenatal patient-centered counseling.HGG advances · 2023Article
- Unconscious Bias among Health Professionals: A Scoping Review.International journal of environmental research and public health · 2023Article
Corrections and comments
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Authors and funding
6 authors at 5 institutions in 1 country.
Funding
Abstract
purposeThere is robust research examining the negative impact of racial and socioeconomic implicit bias on healthcare provider clinical decision-making. However, other under-studied important biases are likely to impact clinical care as well. The goal of this study was to explore the presence of bias against people with physical disability among a heterogeneous group of healthcare workers and trainees and to evaluate the effect of implicit association testing and an educational module on this bias.
methodThe study was composed of a one-hour web-based survey and educational module. The survey included an explicit disability bias assessment, disability Implicit Association Tests (IATs), demographic collection, and pre- and post- module clinical vignettes of prenatal patient scenarios. In addition to providing counseling to hypothetical patients, participants also indicated their personal preferences on genetic testing and termination. The educational module focused on the principles of patient-centered counseling.
resultsThe collected data reflects responses from 335 participants. Within this sample, there were both explicit and implicit biases towards individuals with physical disabilities. Prior to the IAT and educational module, when respondents were tasked with providing genetic testing recommendations, implicit biases and personal preferences for genetic testing and termination influenced respondents' clinical recommendations. Importantly, having previous professional experience with individuals with disabilities diminished biased clinical recommendations prior to the intervention. In response to the IAT and educational intervention, the effect of implicit bias and personal preferences on clinical recommendations decreased.
conclusionsThis study demonstrates how bias against a marginalized group exists within the medical community and that personal opinions can impact clinical counseling. Importantly, our findings suggest that there are strategies that can be easily implemented into curricula to address disability bias, including formal educational interventions and the addition of professional experiences into healthcare professional training programs.
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Registered trials
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.