Evidence map›Paper›PMID 41741866›Full record

ArticleJournal of general internal medicine2026

Development and Psychometric Properties of the 5-Item Diabetes Fatalism Scale Short Form (DFS-SF).

Leonard E Egede, Jennifer A Campbell, Rebekah J Walker

Registry-linked trialAbstract read
In one paragraph

Article in Journal of general internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02088658 (Technology Intensified Diabetes Education Study in African Americans With Type 2 Diabetes), which is not on this map. Not yet cited in PubMed.

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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.

NCT02088658 nacompletednot on this map

Technology Intensified Diabetes Education Study in African Americans With Type 2 Diabetes

TypeinterventionalSponsorState University of New York at BuffaloRan2013 to 2026Enrolled200ConditionsDiabetes Mellitus, Type 2, Diabetes Mellitus, Adult-Onset, Diabetes Mellitus, Non-Insulin-Dependent, Diabetes Mellitus, Noninsulin DependentArmsTechnology Intensified
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

3 authors.

Leonard E EgedeDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA. legede@buffalo.edu.ORCID http://orcid.org/0000-0003-1546-1515
Jennifer A CampbellDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.
Rebekah J WalkerDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.

Funding

HOME DM-BAT: Home-based Diabetes-Modified Behavioral Activation Treatment for Low Income Seniors with T2DM Diversity SupplementR01DK118038 · NIDDK · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI EGEDE, LEONARD E. · 2019 to 2023
$3.5M
Financial Incentives And Nurse Coaching to Enhance Diabetes Outcomes (FINANCE-DM) - Diversity SupplementR01DK120861 · NIDDK · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI EGEDE, LEONARD E. · 2019 to 2023
$3.4M
Lowering the Impact of Food insecurity in African American Adults with Type 2 Diabetes Mellitus (LIFT-DM) - Diversity SupplementR01MD013826 · NIMHD · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI EGEDE, LEONARD E., WALKER, REBEKAH J · 2019 to 2023
$3.4M
Structural Racism and Disparities in Social Risk, Human Capital, Health Care Resources, and Health Outcomes: A Multi-level Analysis of Pathways and Policy Levers for ChangeR01MD017574 · NIMHD · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Leonard E. Egede, Sebastian Linde · 2023 to 2026
$2.5M
Impact of structural racism on hospital/clinic closures, community assets, and health outcomes in urban communitiesR01MD018012 · NIMHD · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Leonard E. Egede, Sebastian Linde · 2023 to 2026
$2.4M
Cardiovascular Risk Reduction for Adults with Food Insecurity Using Structured Incentives (CVD-FIT)R01MD018721 · NIMHD · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Rebekah J Walker · 2024 to 2026
$2.0M
Conditional Cash Transfer Intervention to Improve Health Outcomes among Inner-City African Americans with T2DMK01DK131319 · NIDDK · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Jennifer Annette Campbell · 2022 to 2026
$682k
NIDDK NIH HHS K01 DK131319NIDDK NIH HHS K01DK131319NIDDK NIH HHS R01DK118038NIDDK NIH HHS R01DK120861NIMHD NIH HHS R01 MD013826NIMHD NIH HHS R01MD013826NIMHD NIH HHS R01 MD017574NIMHD NIH HHS R01MD017574NIMHD NIH HHS R01 MD018012NIMHD NIH HHS R01MD018012NIMHD NIH HHS R01 MD018721NIMHD NIH HHS R01MD018721
6 · The paper itself

Abstract

objectiveTo create a Diabetes Fatalism Scale Short Form (DFS-SF) that captures the full construct with fewer items and a single factor.

methodsData from 200 African American adults with type 2 diabetes collected as part of a randomized clinical trial were used. Five steps were followed: 1) correlations were run to identify items with the highest correlations with the overall DFS-12; 2) principal component analysis (unrotated) was used to identify the set of items that maximized variance on the single factor loading; 3) correlations were assessed between the DFS-12 and the new DFS-SF; 4) proportion of variance in the full scale explained by the short version was assessed; 5) discriminatory ability of the scale was evaluated by assessing the longitudinal relationship of DFS-SF with clinical outcomes, quality of life, self-care behaviors, and psychosocial variables.

resultsCronbach's alpha for the 5-item DFS-SF scale was 0.72. The DFS-SF maintained the original dimensions of the DFS-12, including emotional distress, hopelessness, and powerlessness. The DFS-SF was significantly associated with worse glycemic control (β = 0.02, p = 0.047), lower quality of life (PCS β = -0.13, p = 0.048), (MCS β = -0.27, p < 0.001), higher BMI (β = 0.05, p = 0.03), worse general diet (β = -0.02, p = 0.02), less exercise (β = -0.02, p = 0.04), and lower medication adherence (β = -0.03, p = 0.002), self-efficacy (β = -0.34, p < 0.001), social support (β = -0.37, p = 0.001) and depressive symptoms (β = 0.11, p = 0.002).

conclusionsThe DFS-SF is a single factor, 5-item scale that maps to the original dimensions of the DFS-12, accounts for 82% of the variance of the full scale, and is significantly correlated with clinical outcomes, quality of life, self-care behaviors, and psychosocial variables similar to the DFS-12. The DFS-SF provides a valid and reliable short form for use in clinical trials, and large-scale population-based studies where brevity is needed. CLINICAL

trial registrationThis study used data from a randomized clinical trial that was This study was registered with the National Institutes of Health Clinical Trials Registry on 13 March 2014 (ClinicalTrials.gov identifier# NCT02088658).

Indexed as

diabetes fatalismdiabetes fatalism short formpsychometricstype 2 diabetes

Identifiers

PMID41741866
PMCPMC13175533

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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.