Evidence map›Paper›PMID 39190307›Full record

ArticleJAMA network open2024

Community-Based Participatory Research and System Dynamics Modeling for Improving Retention in Hypertension Care.

Jiancheng Ye, Ikechukwu A Orji, Michelle A Birkett, Lisa R Hirschhorn, Theresa L Walunas, Justin D Smith, Namratha R Kandula, Gabriel L Shedul, Mark D Huffman, Dike B Ojji

Abstract read
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed.

  1. Trial
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  5. From Co-Design to Quality Improvement: Using the Double Diamond Framework to Develop Primary Care Redesign Priorities for Hypertension Care.Health expectations : an international journal of public participation in health care and health policy · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Jiancheng YeWeill Cornell Medicine, New York, New York.
Ikechukwu A OrjiCardiovascular Research Unit, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria.
Michelle A BirkettNorthwestern University Feinberg School of Medicine, Chicago, Illinois.
Lisa R HirschhornNorthwestern University Feinberg School of Medicine, Chicago, Illinois.
Theresa L WalunasNorthwestern University Feinberg School of Medicine, Chicago, Illinois.
Justin D SmithDepartment of Population Health Sciences, Spencer Fox Eccles School of Medicine at the University of Utah, Salt Lake City.
Namratha R KandulaNorthwestern University Feinberg School of Medicine, Chicago, Illinois.
Gabriel L ShedulCardiovascular Research Unit, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria.
Mark D HuffmanNorthwestern University Feinberg School of Medicine, Chicago, Illinois.
Dike B OjjiCardiovascular Research Unit, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria.

Funding

Research Design, Data, and Analytics CoreP30DK092949 · NIDDK · UNIVERSITY OF CHICAGO · PI MILDA Renne SAUNDERS · 2011 to 2026
$10.0M
Transforming Hypertension Management in NigeriaR01HL144708 · NHLBI · WASHINGTON UNIVERSITY · PI Mark D Huffman, Dike Bevis Ojji · 2019 to 2026
$4.3M
AHRQ HHS R18 HS027088AHRQ HHS U18 HS027954NHLBI NIH HHS R01 HL144708NIDDK NIH HHS P30 DK092949
6 · The paper itself

Abstract

Importance: The high prevalence of hypertension calls for broad, multisector responses that foster prevention and care services, with the goal of leveraging high-quality treatment as a means of reducing hypertension incidence. Health care system improvements require stakeholder input from across the care continuum to identify gaps and inform interventions that improve hypertension care service, delivery, and retention; system dynamics modeling offers a participatory research approach through which stakeholders learn about system complexity and ways to model sustainable system-level improvements. Objective: To assess the association of simulated interventions with hypertension care retention rates in the Nigerian primary health care system using system dynamics modeling. Design, Setting, and Participants: This decision analytical model used a participatory research approach involving stakeholder workshops conducted in July and October 2022 to gather insights and inform the development of a system dynamics model designed to simulate the association of various interventions with retention in hypertension care. The study focused on the primary health care system in Nigeria, engaging stakeholders from various sectors involved in hypertension care, including patients, community health extension workers, nurses, pharmacists, researchers, administrators, policymakers, and physicians. Exposure: Simulated intervention packages. Main Outcomes and Measures: Retention rate in hypertension care at 12, 24, and 36 months, modeled to estimate the effectiveness of the interventions. Results: A total of 16 stakeholders participated in the workshops (mean [SD] age, 46.5 [8.6] years; 9 [56.3%] male). Training of health care workers was estimated to be the most effective single implementation strategy for improving retention in hypertension care in Nigeria, with estimated retention rates of 29.7% (95% CI, 27.8%-31.2%) at 12 months and 27.1% (95% CI, 26.0%-28.3%) at 24 months. Integrated intervention packages were associated with the greatest improvements in hypertension care retention overall, with modeled retention rates of 72.4% (95% CI, 68.4%-76.4%), 68.1% (95% CI, 64.5%-71.7%), and 67.1% (95% CI, 64.5%-71.1%) at 12, 24, and 36 months, respectively. Conclusions and Relevance: This decision analytical model study showed that community-based participatory research could be used to estimate the potential effectiveness of interventions for improving retention in hypertension care. Integrated intervention packages may be the most promising strategies.

Indexed as

Community-Based Participatory ResearchHypertensionPrimary Health CareAdultFemaleHumansMaleMiddle AgedNigeriaQuality ImprovementRetention in Care

Identifiers

PMID39190307
PMCPMC11350485

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.