Evidence mapPaperPMID 30816810Full record

ArticleJournal of managed care & specialty pharmacy2019

Factors Associated with Diabetes-Related Clinical Inertia in a Managed Care Population and Its Effect on Hemoglobin A1c Goal Attainment: A Claims-Based Analysis.

Natalia Ruiz-Negrón, Curtis Wander, Carrie McAdam-Marx, Jacqueline Pesa, Robert A Bailey, Brandon K Bellows

Open access · bronzeAbstract read
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
2.1field-weighted citation impact, top 13% of its field
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

14 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

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  10. Predictors of Clinical Inertia and Type 2 Diabetes: Assessment of Primary Care Physicians and Their Patients.International journal of environmental research and public health · 2022
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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

6 authors at 3 institutions in 1 country.

Natalia Ruiz-Negrón1 Department of Pharmacotherapy, University of Utah, Salt Lake City, and Select Health, Murray, Utah.
Curtis Wander2 Select Health, Murray, Utah.
Carrie McAdam-Marx3 Pharmaceutical Evaluation and Policy Division, University of Arkansas for Medical Sciences, Little Rock.
Jacqueline Pesa5 Janssen Scientific Affairs, Titusville, New Jersey.
Robert A Bailey5 Janssen Scientific Affairs, Titusville, New Jersey.
Brandon K Bellows4 Division of General Medicine, Columbia University, New York, New York.
Janssen Scientific Affairs (United States)Columbia University · USUniversity of Arkansas for Medical Sciences · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite evidence showing the benefits of treatment intensification following an elevated hemoglobin A1c (A1c), clinical inertia, or failure to establish and/or escalate treatment to achieve treatment goals, is a concern among patients diagnosed with type 2 diabetes (T2DM). Clinical inertia may contribute to increased health care utilization and costs due to poor clinical outcomes in MCOs.

objectivesTo (a) identify factors associated with clinical inertia in T2DM and (b) determine differences in A1c goal attainment between patients who experience clinical inertia versus treatment intensification in a commercially insured population.

methodsMedical and pharmacy claims data were used to identify commercially insured patients in a regional MCO with a recorded A1c ≥ 8.0% between January 1, 2013, and December 31, 2015. In the 4 months following the first elevated A1c value (index date), patients were classified into 2 groups: treatment intensification or clinical inertia. Treatment intensification was defined as the addition of ≥ 1 new noninsulin antihyperglycemic medication, the addition of insulin, or a dose increase of any current noninsulin antihyperglycemic medication. Patients were required to have ≥ 1 follow-up A1c value 6-12 months after the index date and continuous enrollment in the health plan for 12 months before and after the index date. Patients were excluded if they had a diagnosis for gestational diabetes or type 1 diabetes or if they were on insulin in the pre-index period. The primary outcome of attaining A1c < 7.0% was compared between groups after propensity score matching (PSM). Factors associated with clinical inertia were identified using logistic regression.

results3,078 patients, with a mean (SD) age of 54.4 (10.6) years and a mean (SD) baseline A1c of 9.6% (1.7), were included in the study. Of these, 1,093 patients (36%) experienced clinical inertia. After PSM, 1,760 patients remained; 880 in each group. In the clinical inertia group, 23% of patients achieved an A1c < 7.0% in the post-index period, compared with 35% in the treatment intensification group (P < 0.001). A greater likelihood of experiencing clinical inertia was associated with baseline treatment with 2 (OR = 1.51, 95% CI = 1.22-2.86; P < 0.001) or ≥ 3 (OR = 1.78, 95% CI = 1.30-2.42; P < 0.001) antihyperglycemic medications (vs. none), baseline age ≥ 65 years (OR = 2.11, 95% CI = 1.63-2.74; P < 0.001), and diagnosis of coronary heart disease (OR = 1.44, 95% CI = 1.10-1.88; P = 0.007). A baseline A1c ≥ 9.0% (vs. 8.0%-8.9%) was associated with a lower likelihood of experiencing clinical inertia (OR = 0.56, 95% CI = 0.48-0.66; P < 0.001).

conclusionsMore than a third of patients in a commercially insured population with T2DM and a baseline A1c ≥ 8% experienced clinical inertia. Clinical inertia resulted in worse A1c outcomes over the 12-month follow-up period. Results of this study suggest that treatment intensification should be monitored, with efforts made to educate health care providers on strategies aimed at improving glycemic control for high-risk patients. DISCLOSURES: This study was funded by a grant from Janssen Scientific Affairs, which was involved in study design, interpretation of results, and manuscript review. Wander reports consulting fees from Sanofi Aventis outside the submitted work. McAdam-Marx reports grants from Sanofi Aventis and AstraZeneca outside the submitted work. Pesa and Bailey were employees of Janssen Scientific Affairs during the conduct of the study. Bailey also reports stock ownership in Johnson and Johnson. This study was presented as a poster at the Academy of Managed Care Pharmacy Nexus 2017; October 16-19, 2017; Grapevine, TX.

Indexed as

AdultAgedAge FactorsDiabetes Mellitus, Type 2Dose-Response Relationship, DrugFemaleFollow-Up StudiesGlycated HemoglobinGoalsHumansHypoglycemic AgentsInsulinMaleManaged Care ProgramsMiddle AgedRetrospective StudiesGlycated HemoglobinHypoglycemic AgentsInsulin

Identifiers

PMID30816810
PMCPMC10397755
OpenAlexW2920374840

What Socratic holds

Textmetadata
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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.