Evidence map›Paper›PMID 41904489›Full record

ArticleChiropractic & manual therapies2026

Assessing the importance and feasibility of quality measures for chiropractic care: a national survey of U.S. chiropractors.

Maranda Kleppe, Jacob McCarey, Sujatha Kedilaya, Robert Vining

Abstract read
In one paragraph

Article in Chiropractic & manual therapies, 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

4 authors.

Maranda KleppePalmer Center for Chiropractic Research, Palmer College of Chiropractic, 1000 Brady St, Davenport, IA, USA.ORCID http://orcid.org/0009-0002-9554-6040
Jacob McCareyPalmer Center for Chiropractic Research, Palmer College of Chiropractic, 1000 Brady St, Davenport, IA, USA.
Sujatha KedilayaPalmer Center for Chiropractic Research, Palmer College of Chiropractic, 1000 Brady St, Davenport, IA, USA.
Robert ViningPalmer Center for Chiropractic Research, Palmer College of Chiropractic, 1000 Brady St, Davenport, IA, USA. robert.vining@palmer.edu.ORCID http://orcid.org/0000-0003-4672-4613

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundQuality measures (QMs) are evidence-based metrics used to assess health care quality. A preliminary set for chiropractic care was recently developed and subsequently validated using modified Delphi consensus methodology. To prepare for eventual use, this study explored U.S. licensed chiropractors’ perceptions of the importance and feasibility of implementing quality measures in practice settings with distinct characteristics (e.g., single vs. multidisciplinary, portal-of-entry vs. referral access, varying population density regions, and health professional shortage areas).

methodsAn electronic survey of U.S. licensed chiropractors was administered from March-May 2025. We mailed 22,330 postcard invitations and distributed electronic invitations through newsletters and/or social media announcements from chiropractic organizations and institutions. Each respondent rated 31 QMs of clinical processes and outcomes. QMs were rated on the importance of supporting quality care and the feasibility of implementation in respondent settings on a 5-point Likert scale (low to high importance/feasibility). We calculated mean ratings and rank-ordered measures, comparing subgroups differing by setting characteristics. We assessed rank-order correlation with Kendall’s Tau correlation coefficient, and rank-order agreement using Kendall’s W. To ensure results reflected national demographic proportions, responses were weighted on seven demographic variables, and analyses compared between weighted and unweighted data.

resultsEight hundred sixty-nine respondents completed the survey. Respondents were 69% male, with a mean age of 51.4 (SD = 14.3) years and a mean of 23.8 (SD = 14.1) years of experience. For importance ratings, rank-order correlation between subgroups was high (Kendall’s Tau = 0.75 or above) and agreement was unusually strong (Kendall’s W = 0.96). For feasibility ratings, correlation was moderate or higher (Kendall’s Tau = 0.55 or above) and agreement was strong (Kendall’s W = 0.89). ‘Documenting adverse events’ was the highest rated measure for importance with a mean of 4.79 (SD = 0.56) and ‘Performing an exam for a presenting problem’ was the highest rated measure for feasibility with a mean of 4.65 (SD = 0.77). Rank-order correlation and agreement from weighted and unweighted analyses were not appreciably different. Eight of the 10 highest-rated clinical process measures directly or indirectly support patient safety.

conclusionsRatings for importance and feasibility differed little among subgroups defined by population density and health setting characteristics. The high importance ratings for safety-related clinical process measures are consistent with the concept of patient safety as a fundamental component of quality care.

Indexed as

ChiropracticQuality Indicators, Health CareQuality of Health CareAdultFeasibility StudiesFemaleHealth Care SurveysHumansMaleMiddle AgedSurveys and QuestionnairesUnited StatesChiropracticPatient safetyQualityQuality improvementQuality indicatorsSurvey

Identifiers

PMID41904489
PMCPMC13151159

What OpenQuestion holds

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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.