Evidence map›Paper›PMID 39358501›Full record

ArticleJournal of general internal medicine2025

The Ambulatory Diabetes Outreach Program (ADOP): Rigorous Evaluation of a Pharmacist and Nurse-Led Care Model.

Yilu Dong, Rachel Drury, Jordan Spillane, Mark W Lodes, Annie C Penlesky, Ryan Hanson, Liliana E Pezzin, Siddhartha Singh, Ann B Nattinger

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Yilu DongCollaborative for Healthcare Delivery Science, Medical College of Wisconsin, Milwaukee, WI, USA. ydong@mcw.edu.
Rachel DruryFroedtert & the Medical College of Wisconsin, Milwaukee, WI, USA.
Jordan SpillaneFroedtert & the Medical College of Wisconsin, Milwaukee, WI, USA.
Mark W LodesFroedtert & the Medical College of Wisconsin, Milwaukee, WI, USA.
Annie C PenleskyFroedtert & the Medical College of Wisconsin, Milwaukee, WI, USA.
Ryan HansonCollaborative for Healthcare Delivery Science, Medical College of Wisconsin, Milwaukee, WI, USA.
Liliana E PezzinCollaborative for Healthcare Delivery Science, Medical College of Wisconsin, Milwaukee, WI, USA.
Siddhartha SinghCollaborative for Healthcare Delivery Science, Medical College of Wisconsin, Milwaukee, WI, USA.
Ann B NattingerCollaborative for Healthcare Delivery Science, Medical College of Wisconsin, Milwaukee, WI, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlthough several systematic reviews found that ambulatory diabetes mellitus (DM) interventions involving pharmacists generally yielded better outcomes than the ones that did not, existing studies have limitations in rigor and study design.

objectiveTo examine the intention-to-treat effects of the Ambulatory Diabetes Outreach Program (ADOP) on participants' A1c values and healthcare utilization over a 52-month follow-up period.

designDifference-in-differences with staggered adoption. Specifically, we employed the Callaway and Sant'Anna's "group-time average treatment effect" estimator using not-yet treated as controls adjusting for patient's age, BMI, sex, race, comorbidity, payor, and socio-economic status.

participantsAll patients with at least one ADOP treatment encounter from July 2017 to October 2021, regardless of program completion or length of exposure to the program.

interventionADOP, a collaborative population health program led by pharmacists and nurse specialists to provide individualized type 2 DM management and education within a large and diverse health system. MAIN MEASURES: Patients' A1c values and healthcare utilization, including inpatient admission, inpatient days, and numbers of visits to the emergency department, urgent care, and primary care in recent 6 months. KEY

resultsADOP participation was associated with an overall average reduction of 1.04 percentage points (95%CI - 1.12, - 0.95) in A1c level. Similar A1c reductions were also observed in the subgroups by sex and race/ethnicity. An average of 2 months were required to reach the overall average effect, which persisted over 4 years. Compared to the respective utilization levels pre-intervention, participants also had average reductions in inpatient admissions by 32.4%, inpatient days by 81.6%, visits to the emergency department by 21.6%, and primary care by 17.9%.

conclusionsThe results suggest that a collaborative model of pharmacist and nurse-led type 2 DM intervention was effective in improving A1c outcomes and reducing healthcare utilization in the long term.

Indexed as

Ambulatory CareDiabetes Mellitus, Type 2PharmacistsAdultAgedFemaleFollow-Up StudiesGlycated HemoglobinHumansMaleMiddle AgedPatient Acceptance of Health CareProgram EvaluationGlycated Hemoglobindiabetes managementdifference-in-differencesmultidisciplinary carestaggered adoption

Identifiers

PMID39358501
PMCPMC12508301

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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.