TY - JOUR AU - M. J. Crowley AU - A. A. Lewinski AU - Q. Yang AU - D. Hatch AU - A. Palipana AU - H. B. Bosworth AU - B. G. Kaufman AU - R. Chatterjee AU - G. Pennington AU - D. Matters AU - D. Lee AU - D. Urlichich AU - H. N. Miller AU - J. German AU - S. Sang AU - B. Smith AU - S. Kokosa AU - P. Gregory AU - C. L. Roberson AU - H. Canupp AU - R. J. Shaw A1 - AB - 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 A(1c) (HbA(1c)) 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 (HbA(1c)) 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 HbA(1c) 9.8%, and mean BP 135/81 mm Hg. The estimated mean change in HbA(1c) 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 HbA(1c) 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 HbA(1c) 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. AD - Division of Endocrinology, Department of Medicine, Duke University School of Medicine, and Durham Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Medical Center, Durham, North Carolina (M.J.C., J.G.).; Durham Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Medical Center, and School of Nursing, Duke University, Durham, North Carolina (A.A.L.).; School of Nursing, Duke University, Durham, North Carolina (Q.Y., D.H., A.P., G.P., D.M., D.L., D.U., S.S., R.J.S.).; Durham Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Medical Center; School of Nursing, Duke University; Division of General Internal Medicine, Department of Medicine, Duke University School of Medicine; and Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina (H.B.B.).; Durham Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Medical Center; Department of Population Health Sciences, Duke University School of Medicine; and Duke-Margolis Institute for Health Policy, Duke University, Durham, North Carolina (B.G.K.).; Division of General Internal Medicine, Department of Medicine, Duke University School of Medicine, Durham, North Carolina (R.C.).; School of Nursing, Johns Hopkins University, Baltimore, Maryland (H.N.M.).; Department of Pharmacy, Duke University Health System, Durham, North Carolina (B.S., P.G., C.L.R., H.C.).; Division of Endocrinology, Department of Medicine, Duke University School of Medicine, and Department of Pharmacy, Duke University Health System, Durham, North Carolina (S.K.). AN - 42330500 BT - Ann Intern Med C5 - HIT & Telehealth; Education & Workforce CP - 7 DA - 07/2026 DO - 10.7326/annals-26-00132 DP - NLM ET - 20260623 IS - 7 JF - Ann Intern Med LA - eng N2 - 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 A(1c) (HbA(1c)) 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 (HbA(1c)) 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 HbA(1c) 9.8%, and mean BP 135/81 mm Hg. The estimated mean change in HbA(1c) 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 HbA(1c) 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 HbA(1c) 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. PY - 2026 SN - 0003-4819 (Print); 0003-4819 SP - 968 EP - 979+ ST - Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial T1 - Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial T2 - Ann Intern Med TI - Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial U1 - HIT & Telehealth; Education & Workforce U3 - 10.7326/annals-26-00132 VL - 179 VO - 0003-4819 (Print); 0003-4819 Y1 - 2026 ER -