Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Randomized Controlled Trial
. 2014 Jan;29(1):59-67.
doi: 10.1007/s11606-013-2582-2. Epub 2013 Sep 4.

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

Affiliations
Randomized Controlled Trial

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

Michael S Wolf et al. J Gen Intern Med. 2014 Jan.

Abstract

Background: We compared two implementation approaches for a health literacy diabetes intervention designed for community health centers.

Methods: A 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.

Results: Carve-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.

Conclusion: An 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.

PubMed Disclaimer

Figures

Figure 1.
Figure 1.
Completed intervention contacts by study arm.

References

    1. Funnell MM, Brown TL, Childs BP, Haas LB, Hosey GM, Jensen B, Maryniuk M, Peyrot M, Piette JD, Reader D, Siminerio LM, Weinger K, Weiss MA. National standards for diabetes self-management education. Diabetes Care. 2012;35:S101–8. doi: 10.2337/dc12-s101. - DOI - PMC - PubMed
    1. Norris SL, Engelgau MM, Narayan KM. Effectiveness of self-management training in type 2 diabetes: a systematic review of randomized controlled trials. Diabetes Care. 2001;24:561–87. doi: 10.2337/diacare.24.3.561. - DOI - PubMed
    1. Bodenheimer T, Lorig K, Holman H, Grumbach K. Patient self-management of chronic disease in primary care. JAMA 2002;288:2469–75. - PubMed
    1. Wolf MS, Gazmararian JA, Baker DW. Health literacy and functional health status among older adults. Arch Intern Med. 2005;165:1946–52. doi: 10.1001/archinte.165.17.1946. - DOI - PubMed
    1. Powell CK, Hill EG, Clancy DE. The relationship between health literacy and diabetes knowledge and readiness to take health actions. Diabetes Educ. 2007;33:144–51. doi: 10.1177/0145721706297452. - DOI - PubMed

Publication types

MeSH terms

Substances