Evidence map›Paper›PMID 41137141›Full record

ArticleChiropractic & manual therapies2025

From scepticism to integration: adoption of mobile health apps in Danish chiropractic practice-a mixed methods study.

Mette Mouritsen Sørensen, Madalina Jäger, Mette Jensen Stochkendahl

Abstract read
In one paragraph

Article in Chiropractic & manual therapies, 2025. 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

3 authors.

Mette Mouritsen SørensenChiropractic Knowledge Hub, Campusvej 55, 5230, Odense M, Denmark. metsor@health.sdu.dk.ORCID 0009-0000-8902-8939
Madalina JägerChiropractic Knowledge Hub, Campusvej 55, 5230, Odense M, Denmark.ORCID 0000-0002-3182-9618
Mette Jensen StochkendahlChiropractic Knowledge Hub, Campusvej 55, 5230, Odense M, Denmark.ORCID 0000-0003-0297-8267

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMusculoskeletal (MSK) pain affects quality of life and burdens healthcare systems, increasing the need for effective self-management tools. Mobile health apps offer a potential solution, but their adoption in clinical practice remains limited due to concerns about usability, patient engagement, and data security. Denmark is highly digitalized, with various digital health initiatives already in place. However, little is known about chiropractors' engagement with health apps. This study examines how Danish chiropractors utilize and perceive health apps in their practice, identifying key barriers and facilitators to adoption and providing insights for broader implementation in primary care settings to improve self-management support for patients with MSK pain.

methodsA two-staged sequential mixed-methods exploratory study was conducted, comprising a quantitative survey distributed to active members of the Danish Chiropractic Association in June 2022 followed by 11 qualitative semi-structured interviews with a purposively sampled subset of respondents, conducted from November 2022 to May 2023. The quantitative data were analysed for frequencies and proportions, while qualitative data were analysed using framework analysis. Integration of both datasets was performed to identify patterns and insights.

resultsOut of 650 chiropractors, 294 (45%) responded to the survey, with 288 included in the analysis. The results indicated that while over half of the chiropractors used health apps personally, only 15% utilized them in patient care. Key barriers included limited knowledge, time constraints, and narrow scope of use, while facilitators included app user-friendliness and positive patient feedback. Qualitative insights revealed varied attitudes towards mHealth, with some chiropractors perceiving apps as valuable tools for patient support, while others expressed scepticism regarding their relevance and effectiveness.

conclusionThis study provides valuable insights into the current state of health app integration within Danish chiropractic practice, highlighting the need for targeted education and policy changes to facilitate the adoption of digital health tools. It emphasizes the importance of addressing both patient and provider perspectives to enhance self-management strategies for MSK pain through mHealth solutions. The findings contribute to the broader discourse on digital health integration in healthcare, particularly within the chiropractic profession.

Indexed as

Attitude of Health PersonnelChiropracticMobile ApplicationsMusculoskeletal PainAdultDenmarkFemaleHumansMaleMiddle AgedSurveys and QuestionnairesTelemedicineBarriers and facilitatorsChiropracticImplementationmHealthMixed methodsMusculoskeletal painPatient engagementPrimary care settingsSelf-management toolsUsability

Identifiers

PMID41137141
PMCPMC12553236

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.