Evidence map›Paper›PMID 41134496›Full record

Observational studyJournal of prevention (2022)2026

Is "Perfect" the Enemy of the "Good?": Insights from the Lifestyle Behaviors and Health Status of Americans with Type 2 Diabetes.

Zixiao Nan, Nabil Natafgi, Elena Platonova, Melinda Merrell, Sudha Xirasagar

Abstract readObservational Study
PubMed Publisher
In one paragraph

Observational study in Journal of prevention (2022), 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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0cells of the map it votes in
0citing papers 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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Zixiao NanDepartment of Health Services Policy and Management, University of South Carolina, Columbia, SC, USA.
Nabil NatafgiDepartment of Health Services Policy and Management, University of South Carolina, Columbia, SC, USA.
Elena PlatonovaDepartment of Health Management and Policy, University of North Carolina Charlotte, Charlotte, NC, USA.
Melinda MerrellRural Health Research Center, University of South Carolina, Columbia, SC, USA.
Sudha XirasagarDepartment of Health Services Policy and Management, University of South Carolina, Columbia, SC, USA. sxirasagar@sc.edu.ORCID http://orcid.org/0000-0002-9722-454X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Persons with Type 2 diabetes mellitus (T2DM, ~ 38.1 million Americans) are at risk of poor health, cardiovascular disease (CVD) and chronic kidney disease (CKD) if their disease is poorly controlled. T2DM control requires disease self-management through adequate physical activity and optimum diet. We evaluated the physical activity and diet patterns of the US T2DM population against the American Diabetes Association and clinical practice guideline norms, and their associations with health outcomes. Using a cross-sectional, observational study design, we studied the US T2DM population's physical activity and fruit/vegetable intake (independent variables), and their associations with three health outcomes, self-rated health (from the SF-36 question on experienced health status, categorized as excellent/very good/good vs. fair/poor), CVD-free status, and CKD-free status. We used pooled data from the Behavioral Risk Factor Surveillance Surveys (2015, 2017 and 2019) on adults aged 30-75 years with T2DM (defined as diabetes mellitus diagnosed after age 30). Physical activity categories were inactive, insufficiently active, sufficiently active, highly active, and fruit/vegetable intake categories, ≤ 2, 3-4, and ≥ 5 daily servings. We used hierarchical logistic regression, adjusting for demographic variables (age, sex, race), and potentially confounding factors, diabetes severity (disease duration, insulin use), chronic comorbidity, overweight/obese, smoking, alcohol overuse, having a regular healthcare provider, and having health insurance. Missing data were coded as a separate category. We conducted a subgroup analysis of those with ≥ 10 years of disease duration. Among 119,298 respondents with T2DM (52.1% female, mean age 62.1 years, 94% insured), 36.9% were physically inactive and 16.2% insufficiently active, 52.6% consumed ≤ 2 daily servings of fruit/vegetables, 57% reported excellent-good health, 24.7% had CVD, and 9.7% had CKD. Physical activity showed a dose-dependent association with self-rated health (reference group, physically inactive; adjusted OR for insufficiently active 1.77 (95%CI 1.71-1.83), sufficiently active, 2.33 (2.24-2.43), highly active, 2.63 (2.54-2.72)), as did fruit/vegetable intake [reference group ≤ 2 daily servings; OR for 3-4 servings, 1.12 (1.09-1.16), and ≥ 5 servings, 1.13 (1.08-1.17)]. Physical activity was associated with being CKD-free (ORs, 1.29 (1.22-1.37), 1.50 (1.40-1.60), 1.52 (1.44-1.60, respectively), and being CVD-free (1.31 (1.25-1.37), 1.34 (1.28-1.41, and 1.37(1.31-1.42), respectively). Fruit/vegetable intake was not associated with CVD. CKD outcome was not studied due to dietary restrictions of CKD patients. Subgroup analyses (53,925 respondents) showed similar results. Over a third of the US T2DM population and the subgroup with long-term T2DM were physically inactive, a sixth were insufficiently active, and over half had negligible fruit/vegetable intake. On the positive side, even limited physical activity and fruit-vegetable intake were associated with substantial health benefits including subjective quality of life (self-rated health) compared to physically inactive/negligible fruit-vegetable intake. Our findings call for disease self-management research focused on physician communication for patient empowerment to enable incremental improvements, however modest.

Indexed as

Diabetes Mellitus, Type 2Health StatusLife StyleAdultAgedCardiovascular DiseasesCross-Sectional StudiesDietExerciseFemaleFruitHealth BehaviorHumansMaleMiddle AgedRenal Insufficiency, ChronicFruit/vegetable intake among US diabetes populationIncremental change in physical activity vs. diabetes complicationIncremental change in physical activity vs. self-rated healthPhysical activity among US diabetes population

Identifiers

PMID41134496

What Socratic holds

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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 Socratic graph.