Evidence map›Paper›PMID 42162518›Full record

ArticleJournal of general internal medicine2026

Innovation Culture Declines Drive Exnovation of Patient Engagement Strategies in Primary Care.

Hector P Rodriguez, Matthew B Mackwood, Stephen M Shortell, Elliott S Fisher, Karen E Schifferdecker

Abstract read
In one paragraph

Article in Journal of general internal medicine, 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

5 authors.

Hector P RodriguezSchool of Public Health, University of California, Berkeley, Berkeley, CA, USA. hrod@berkeley.edu.ORCID http://orcid.org/0000-0002-6564-2229
Matthew B MackwoodThe Dartmouth Institute for Health Policy & Clinical Practice, Dartmouth College, Lebanon, NH, USA.
Stephen M ShortellSchool of Public Health, University of California, Berkeley, Berkeley, CA, USA.
Elliott S FisherThe Dartmouth Institute for Health Policy & Clinical Practice, Dartmouth College, Lebanon, NH, USA.
Karen E SchifferdeckerThe Dartmouth Institute for Health Policy & Clinical Practice, Dartmouth College, Lebanon, NH, USA.

Funding

Understanding and Addressing Disparities in Primary Care: A National Mixed Methods StudyR01AG084611 · NIA · DARTMOUTH COLLEGE · PI ELLIOTT S FISHER, Karen E. Schifferdecker · 2023 to 2026
$3.2M
AHRQ HHS U19 HS024075NIA NIH HHS R01 AG084611NIA NIH HHS R01AG084611Robert Wood Johnson Foundation 78479Robert Wood Johnson Foundation 80738
6 · The paper itself

Abstract

backgroundPatient engagement strategies (PES) are behavioral and relational in nature. They include using patient-reported outcomes (PROs) for treatment monitoring, using shared decision-making (SDM) tools, and training clinicians in motivational interviewing. The long-term maintenance of PES by primary care practices requires substantial frontline effort, adaptation to workflow, and supportive organizational cultures.

objectivesTo measure the adoption and exnovation of PES by adult primary care practices and to identify organizational factors associated with the count of exnovated PES, defined as the deliberate or passive removal of previously adopted strategies.

designRetrospective longitudinal cohort study.

participantsA national cohort of US adult primary care physician practices (n = 714), spanning two waves of the National Survey of Healthcare Organizations and Systems (NSHOS I: 2017-2018 and NSHOS II: 2022-2023). MAIN MEASURES: The outcome was the number of PES that the practice exnovated, on net. Independent variables included baseline measures and change scores for the practice's innovation culture and health information technology functionalities. KEY

resultsPractice-level adoption of ten PES increased slightly from a mean of 4.2 (SD = 2.5) to 4.8 (SD = 2.7). Nearly half of practices (46%) exnovated PES on net. A decline in organizational culture of innovation was the strongest predictor of net exnovation (IRR 1.10; 95% CI, 1.06-1.15; P < 0.001), followed by an increase in health information technology functionality (IRR 1.11; 95% CI, 1.01-1.22; P = 0.03).

conclusionsThe exnovation of patient engagement strategies is widespread in primary care, driven by declines in organizational cultures that support innovation. The expansion of health information technology may reduce practice capacity to maintain human resources-intensive relational innovations, such as SDM and motivational interviewing, posing a challenge to improving patient-centered primary care.

Indexed as

care delivery innovationshealth information technologyorganizational culturepatient engagementshared decision-making

Identifiers

PMID42162518
PMCPMC13277227

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LicenceCC BY
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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.