Evidence map›Paper›PMID 41612202›Full record

ArticleBMC primary care2026

A learning health system approach to improving chronic kidney disease management in primary care.

Esther J Thatcher, Brooke A Roeper, Carol Bahner, Sarah E Lang, Aparna Padiyar, Yashashvi Raghuwanshi, Peter J Pronovost

Abstract read
In one paragraph

Article in BMC primary care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Esther J ThatcherPopulation Health, University Hospitals Health System, 3605 Warrensville Center Road, Shaker Heights, Ohio, 44122, USA. Esther.Thatcher@uhhospitals.org.
Brooke A RoeperPopulation Health, University Hospitals Health System, 3605 Warrensville Center Road, Shaker Heights, Ohio, 44122, USA.
Carol BahnerPopulation Health, University Hospitals Health System, 3605 Warrensville Center Road, Shaker Heights, Ohio, 44122, USA.
Sarah E LangDepartment of Family Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA.
Aparna PadiyarDepartment of Nephrology, Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA.
Yashashvi RaghuwanshiValue Improvement Analytics Team, University Hospitals, Shaker Heights, Ohio, USA.
Peter J PronovostUniversity Hospitals Health System, Shaker Heights, Ohio, USA.

Funding

Bayer in The US 22258Bayer in The US, United States 22258
6 · The paper itself

Abstract

backgroundOne in seven U.S. adults has chronic kidney disease (CKD). Early diagnosis and management in primary care can prevent disease progression and cardiovascular complications.

objectiveThe aim was to increase primary care capacity to diagnose and treat patients with early CKD. This primary care-focused CKD improvement program is described in the context of its alignment with Learning Health System principles.

designQuality improvement with iterative improvement cycles of small-scale, single-site pilot tests focused on CKD recognition and diagnosis, lab testing, medication management, and nephrology referrals. PATIENTS: Patients with CKD or risk factors were included from a large primary care network within a Midwestern U.S. health system.

interventionsMultiple strategies were developed and incorporated into four pilot test cycles, with each cycle carried out at a separate practice site. Disease registries and primary care dashboards enhanced actionable patient data. Clinical practice guidelines, clinician education, and clinical decision support tools were targeted to providers and other team roles. Workflows were developed with clinical pharmacists and patient navigators. Nephrology referral guidance was detailed. Leadership support was enlisted at multiple organizational levels. MAIN MEASURES: Outcomes included the number of patients who received a CKD diagnosis, were referred to nephrology, completed an ordered uACR test, and were taking guideline-recommended medications. KEY

resultsIn four pilot sites covering 1,627 eligible patients, 167 were newly diagnosed with CKD, 488 were ordered urine tests, 80 were referred to nephrology, and a majority had at least one medication changed or added.

conclusionsTeam-based primary care workflows to address widespread CKD care gaps can improve care for a large adult population. Health system leadership support of staffing and EHR resources was necessary for achieving these goals.

Indexed as

Learning Health SystemPrimary Health CareQuality ImprovementRenal Insufficiency, ChronicEarly DiagnosisFemaleHumansMaleMiddle AgedPilot ProjectsReferral and ConsultationChronic kidney diseaseLearning health systemMultidisciplinary teamPrimary care

Identifiers

PMID41612202
PMCPMC12934000

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.