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Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial.

Journal articles  - Journal Article, Pragmatic Clinical Trial, Multicenter Study
Crowley, MJ; Lewinski, AA; Yang, Q; Hatch, D; Palipana, A; Bosworth, HB; Kaufman, BG; Chatterjee, R; Pennington, G; Matters, D; Lee, D ...
Published in: Ann Intern Med
July 2026

BACKGROUND: Comprehensive telehealth is used effectively for treatment-resistant chronic diseases in certain integrated health systems but has seldom been implemented in systems that provide mainly fee-for-service (FFS) care. OBJECTIVE: To examine the effectiveness and implementation of comprehensive telehealth delivered in an FFS environment for patients with uncontrolled type 2 diabetes (T2D) and comorbid hypertension. DESIGN: Pragmatic, randomized, effectiveness-implementation trial. (ClinicalTrials.gov: NCT05120544). SETTING: 6 academic primary care or endocrinology clinics. PARTICIPANTS: Participants had both T2D with hemoglobin A1c (HbA1c) persistently at 8.0% or higher for at least 6 months and hypertension with at least 1 systolic blood pressure (BP) above 140 mm Hg or diastolic BP above 90 mm Hg in the past year. INTERVENTION: Two 12-month, mobile monitoring-enabled interventions: a self-monitoring control program and a nurse-delivered, comprehensive telehealth program incorporating self-management support and medication management. MEASUREMENTS: Primary (HbA1c) and secondary outcomes were evaluated at 12 months. Implementation analyses evaluated fidelity and barriers to intervention delivery. RESULTS: Participants were 64% female and 68% Black. The mean age was 54.5 years, mean HbA1c 9.8%, and mean BP 135/81 mm Hg. The estimated mean change in HbA1c from 0 to 12 months was -0.7 percentage points with self-monitoring and -1.1 percentage points with comprehensive telehealth; the estimated mean between-group difference in HbA1c change at 12 months was -0.4 percentage points (95% CI, -1.0 to 0.3 percentage points). Between-group differences in change in secondary outcomes did not reach statistical significance, except for diabetes self-care (0.4 [CI, 0.0 to 0.9], favoring comprehensive telehealth). The comprehensive program was delivered with suboptimal fidelity (median encounters per participant, 9; fidelity threshold, ≥12); analyses identified barriers to program delivery. LIMITATION: Generalizability to dissimilar populations and systems lacking telehealth infrastructure may be limited. CONCLUSION: Comprehensive telehealth did not substantially lower HbA1c relative to control in this study. Population factors, intervention and control program design, and barriers to FFS implementation of comprehensive telehealth may have contributed to these findings. PRIMARY FUNDING SOURCE: National Institute of Nursing Research and Duke Clinical & Translational Science Institute.

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Published In

Ann Intern Med

DOI

EISSN

1539-3704

Publication Date

July 2026

Volume

179

Issue

7

Start / End Page

968 / 979

Location

United States

Related Subject Headings

  • Telemedicine
  • Self Care
  • Middle Aged
  • Male
  • Hypertension
  • Humans
  • Glycated Hemoglobin
  • General & Internal Medicine
  • Female
  • Digital Health
 

Citation

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Chicago
ICMJE
MLA
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Crowley, M. J., Lewinski, A. A., Yang, Q., Hatch, D., Palipana, A., Bosworth, H. B., … Shaw, R. J. (2026). Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial. Ann Intern Med, 179(7), 968–979. https://doi.org/10.7326/ANNALS-26-00132
Crowley, Matthew J., Allison A. Lewinski, Qing Yang, Daniel Hatch, Anushka Palipana, Hayden B. Bosworth, Brystana G. Kaufman, et al. “Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial.Ann Intern Med 179, no. 7 (July 2026): 968–79. https://doi.org/10.7326/ANNALS-26-00132.
Crowley MJ, Lewinski AA, Yang Q, Hatch D, Palipana A, Bosworth HB, et al. Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial. Ann Intern Med. 2026 Jul;179(7):968–79.
Crowley, Matthew J., et al. “Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial.Ann Intern Med, vol. 179, no. 7, July 2026, pp. 968–79. Pubmed, doi:10.7326/ANNALS-26-00132.
Crowley MJ, Lewinski AA, Yang Q, Hatch D, Palipana A, Bosworth HB, Kaufman BG, Chatterjee R, Pennington G, Matters D, Lee D, Urlichich D, Miller HN, German J, Sang S, Smith B, Kokosa S, Gregory P, Roberson CL, Canupp H, Shaw RJ. Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial. Ann Intern Med. 2026 Jul;179(7):968–979.

Published In

Ann Intern Med

DOI

EISSN

1539-3704

Publication Date

July 2026

Volume

179

Issue

7

Start / End Page

968 / 979

Location

United States

Related Subject Headings

  • Telemedicine
  • Self Care
  • Middle Aged
  • Male
  • Hypertension
  • Humans
  • Glycated Hemoglobin
  • General & Internal Medicine
  • Female
  • Digital Health