Evidence map›Paper›PMID 41904441›Full record

ArticleBMC public health2026

The development and validation of the prediabetes-related stress scale (PRSS) for adults with prediabetes in the United States.

Deshira D Wallace

Abstract readValidation Study
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

1 author.

Deshira D WallaceGillings School of Global Public Health, Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. ddwallac@email.unc.edu.

Funding

Research BaseP30DK092926 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MARY ELLEN MICHELE HEISLER, ADESUWA B OLOMU · 2011 to 2026
$10.0M
Using Innovative Demographic Stratification to Assess Cardiovascular Risk Factors among Multiethnic PopulationsK01HL161031 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Deshira Damilka Wallace · 2022 to 2026
$804k
NHLBI NIH HHS K01HL161031NIDDK NIH HHS P30DK092926
6 · The paper itself

Abstract

backgroundDiabetes prevention efforts involve lifestyle changes and, increasingly, stress reduction efforts. However, we lack a measure to assess the stress associated with living with prediabetes, a high-risk state of type 2 diabetes. We developed a novel scale, the Prediabetes-Related Stress Scale (PRSS) and assessed the reliability and validity of the newly developed scale among Latino adults in the United States (US).

methodsConducted a cross-sectional study from December 2024 to March 2025 with English and Spanish speaking Latino adults (18 + years old) in the US (n = 442) at elevated risk of type 2 diabetes. We used exploratory factor analysis (EFA) to examine factor structure, reliability testing, convergent validity, and measurement invariance testing for English and Spanish versions of the PRSS.

resultsParticipants’ mean age was 46 years old, 54% responded in English, and 57% were women. EFA results supported scale reduction from 29 items to 21 items, and a three-factor model. Reliability was excellent (composite reliability = 0.95). Model fit was appropriate. Convergent validity was achieved between PRSS, acute stress (r = 0.50), and psychological distress (r = 0.65). Configural and metric invariance were achieved across language, however, scalar invariance evidence was mixed.

conclusionsThis study provides preliminary evidence of the validity and reliability of a newly developed scale focused on prediabetes-related stress. Further validation and use of the PRSS can support the person-centered care that considers patient needs and preferences to guide clinical decisions and reduce diabetes disparities.

Indexed as

Hispanic or LatinoPrediabetic StateStress, PsychologicalAdultCross-Sectional StudiesFactor Analysis, StatisticalFemaleHumansMaleMiddle AgedPsychometricsReproducibility of ResultsSurveys and QuestionnairesUnited StatesDiabetes preventionFactor analysisLatinosPrediabetesPsychometrics

Identifiers

PMID41904441
PMCPMC13151215

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.