Evidence map›Paper›PMID 39612259›Full record

ArticleJournal of managed care & specialty pharmacy2024

Area deprivation index impact on type 2 diabetes outcomes in a regional health plan.

Taylor N Laffey, David Marr, Ashley Modany, Molly McGraw, Tavvy Mounarath, Andrew Bryk, Nicholas Christian, Chester Good

Abstract read
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. The Association of Neighborhood Disadvantage with Surgical Outcomes and Follow-up Adherence in Patients with Cleft Palate.The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association · 2026
    Article
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  8. Association Between Diabetes Management Behaviors and State-Level Social Vulnerability: A Cross-sectional Study.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Article
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

8 authors.

Taylor N LaffeyUPMC Health Plan, Pittsburgh, PA.
David MarrUPMC Health Plan, Pittsburgh, PA.
Ashley ModanyUPMC Health Plan, Pittsburgh, PA.
Molly McGrawUPMC Health Plan, Pittsburgh, PA.
Tavvy MounarathUPMC Health Plan, Pittsburgh, PA.
Andrew BrykUPMC Health Plan, Pittsburgh, PA.
Nicholas ChristianUPMC Health Plan, Pittsburgh, PA.
Chester GoodUPMC Health Plan, Pittsburgh, PA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRates of attainment of high-quality diabetes care have been shown to be lower for those living in more disadvantaged and rural areas. Diabetes management relies on access to care and is impacted by physical, social, and economic factors. Area deprivation index (ADI) is one way to quantify geographic disparities in aggregate. We aimed to investigate how ADI impacts outcomes in members with type 2 diabetes enrolled in a large, regional health plan.

objectiveTo evalute clinical and economic objectives. Clinical objectives included the percentage of members who achieved hemoglobin A1c (A1c) goal level of 7% or less, the percentage of members who received comorbidity-focused therapies, noninsulin diabetes medication adherence, and the frequency and type of health care services used. Economic outcomes included per member per month differences in total cost of care, pharmacy cost, medical cost, and diabetes-associated cost.

methodsThis retrospective review of pharmacy and medical claims included 8,814 adult members with newly diagnosed type 2 diabetes enrolled in an integrated health plan during calendar year 2021. To be included, members were required to be at least 18 years of age, reside in Pennsylvania, and have continuous enrollment for 2 years prior to type 2 diabetes diagnosis. State-level ADI data were derived for each member and applied to the Census block group on file in the administrative claims data. The study population deciles were grouped into ADI quintiles for analysis. Multivariable regression models and descriptive statistics were used to evaluate the association between ADI and outcomes while controlling for confounding variables.

resultsThere were no statistically significant differences between any ADI quintile for achievement of A1c goal or receipt of comorbidity-focused therapy. Significant differences were identified between ADI quintiles 1 (least deprived) and 5 (most deprived) for obtainment of at least 1 A1c test during calendar year 2021 (72% vs 56%,

conclusionsSignificant differences were identified between ADI quintiles 1 and 5 for noninsulin diabetes medication adherence, frequency of A1c test claims, all-cause health care service utilization, and total cost of care. There were no statistically significant differences between ADI quintiles for achievement of A1c goal or receipt of comorbidity-focused therapies.

Indexed as

Diabetes Mellitus, Type 2AdultAgedFemaleGlycated HemoglobinHealth Care CostsHumansHypoglycemic AgentsMaleMedication AdherenceMiddle AgedPennsylvaniaRegional Medical ProgramsRetrospective StudiesGlycated HemoglobinHypoglycemic Agents

Identifiers

PMID39612259
PMCPMC11607216

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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.