Evidence map›Paper›PMID 24002623›Full record

Trial reportJournal of general internal medicine2014

Clinic-based versus outsourced implementation of a diabetes health literacy intervention.

Michael S Wolf, Hilary Seligman, Terry C Davis, David A Fleming, Laura M Curtis, Anjali U Pandit, Ruth M Parker, Dean Schillinger, Darren A Dewalt

Abstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in Journal of general internal medicine, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 5 pooled it
–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

16 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. The Effect of Health Literacy Intervention on Patients with Diabetes: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2022
    Pooled it
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  6. Article
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  10. KDOQI US Commentary on the KDIGO 2020 Clinical Practice Guideline for Diabetes Management in CKD.American journal of kidney diseases : the official journal of the National Kidney Foundation · 2022
    Article
  11. Article
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  13. A Scoping Review on How to Make Hospitals health Literate Healthcare Organizations.International journal of environmental research and public health · 2020
    Article
  14. Associations of literacy with diabetes indicators in older adults.Journal of epidemiology and community health · 2019
    Article
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  16. 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

9 authors.

Michael S WolfHealth Literacy and Learning Program, Division of General Internal Medicine, Feinberg School of Medicine at Northwestern University, 750 N. Lake Shore Drive, 10th Floor, Chicago, IL, 60611, USA, mswolf@northwestern.edu.
Hilary Seligman
Terry C Davis
David A Fleming
Laura M Curtis
Anjali U Pandit
Ruth M Parker
Dean Schillinger
Darren A Dewalt

Funding

Tracking & Evaluation CoreU54GM104940 · NIGMS · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI Peter Todd Katzmarzyk · 2012 to 2026
$69.1M
Translational Research Core - Health Engagement & Action Translational (HEAT)P30DK092924 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI Alyce Sophia Adams, HILARY Kessler SELIGMAN · 2011 to 2026
$9.2M
NIDDK NIH HHS P30 DK092924NIGMS NIH HHS U54 GM104940
6 · The paper itself

Abstract

backgroundWe compared two implementation approaches for a health literacy diabetes intervention designed for community health centers.

methodsA quasi-experimental, clinic-randomized evaluation was conducted at six community health centers from rural, suburban, and urban locations in Missouri between August 2008 and January 2010. In all, 486 adult patients with type 2 diabetes mellitus participated. Clinics were set up to implement either: 1) a clinic-based approach that involved practice re-design to routinely provide brief diabetes education and counseling services, set action-plans, and perform follow-up without additional financial resources [CARVE-IN]; or 2) an outsourced approach where clinics referred patients to a telephone-based diabetes educator for the same services [CARVE-OUT]. The fidelity of each intervention was determined by the number of contacts with patients, self-report of services received, and patient satisfaction. Intervention effectiveness was investigated by assessing patient knowledge, self-efficacy, health behaviors, and clinical outcomes.

resultsCarve-out patients received on average 4.3 contacts (SD = 2.2) from the telephone-based diabetes educator versus 1.7 contacts (SD = 2.0) from the clinic nurse in the carve-in arm (p < 0.001). They were also more likely to recall setting action plans and rated the process more positively than carve-in patients (p < 0.001). Few differences in diabetes knowledge, self-efficacy, or health behaviors were found between the two approaches. However, clinical outcomes did vary in multivariable analyses; carve-out patients had a lower HbA1c (β = -0.31, 95 % CI -0.56 to -0.06, p = 0.02), systolic blood pressure (β = -3.65, 95 % CI -6.39 to -0.90, p = 0.01), and low-density lipoprotein (LDL) cholesterol (β = -7.96, 95 % CI -10.08 to -5.83, p < 0.001) at 6 months.

conclusionAn outsourced diabetes education and counseling approach for community health centers appears more feasible than clinic-based models. Patients receiving the carve-out strategy also demonstrated better clinical outcomes compared to those receiving the carve-in approach. Study limitations and unclear causal mechanisms explaining change in patient behavior suggest that further research is needed.

Indexed as

Health LiteracyAdultAgedAmbulatory Care FacilitiesCommunity Health CentersCounselingDelivery of Health CareDiabetes Mellitus, Type 2Feasibility StudiesFemaleGlycated HemoglobinHealth BehaviorHealth Knowledge, Attitudes, PracticeHumansMaleMiddle AgedGlycated Hemoglobinhemoglobin A1c protein, human

Identifiers

PMID24002623
PMCPMC3889968

What OpenQuestion 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 OpenQuestion graph.