Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 537

The DOI matches its Crossref record; 32 of the 32 references it cites were found in a registry or an index.

The Chronic Care Model and Diabetes Management in US Primary Care Settings: A Systematic Review

Open access
Stellefson, Michael, Dipnarine, Krishna, Stopka, Christine·2013·Preventing Chronic Disease

Abstract

INTRODUCTION: The Chronic Care Model (CCM) uses a systematic approach to restructuring medical care to create partnerships between health systems and communities. The objective of this study was to describe how researchers have applied CCM in US primary care settings to provide care for people who have diabetes and to describe outcomes of CCM implementation. METHODS: We conducted a literature review by using the Cochrane database of systematic reviews, CINAHL, and Health Source: Nursing/Academic Edition and the following search terms: "chronic care model" (and) "diabet*." We included articles published between January 1999 and October 2011. We summarized details on CCM application and health outcomes for 16 studies. RESULTS: The 16 studies included various study designs, including 9 randomized controlled trials, and settings, including academic-affiliated primary care practices and private practices. We found evidence that CCM approaches have been effective in managing diabetes in US primary care settings. Organizational leaders in health care systems initiated system-level reorganizations that improved the coordination of diabetes care. Disease registries and electronic medical records were used to establish patient-centered goals, monitor patient progress, and identify lapses in care. Primary care physicians (PCPs) were trained to deliver evidence-based care, and PCP officd-based diabetes self-management education improved patient outcomes. Only 7 studies described strategies for addressing community resources and policies. CONCLUSION: CCM is being used for diabetes care in US primary care settings, and positive outcomes have been reported. Future research on integration of CCM into primary care settings for diabetes management should measure diabetes process indicators, such as self-efficacy for disease management and clinical decision making.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.5888/pcd10.120180

Cites

32 of 32 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 32 references

Cited by

See all 537

Metadata

Authors
Stellefson, M., Dipnarine, K., & Stopka, C.
Venue
Preventing Chronic Disease
Published
2013-02-21
Volume
10
Pages
E26-E26
ISSN
1545-1151 (ISSN-L)
OpenAlex
W1970443491
Cited by
537
References
32
FWCI
6.80
Type
journal article
Language
en
Open access
diamond

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: The Chronic Care Model and Diabetes Management in US Primary Care Settings: A Systematic Review. https://app.cochat.ai/papers/10.5888/pcd10.120180
The paper
Stellefson, M., Dipnarine, K., & Stopka, C. (2013). The Chronic Care Model and Diabetes Management in US Primary Care Settings: A Systematic Review. Preventing Chronic Disease. https://doi.org/10.5888/pcd10.120180

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.