{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T01:33:50Z","timestamp":1783560830177,"version":"3.55.0"},"reference-count":39,"publisher":"Public Library of Science (PLoS)","issue":"2","license":[{"start":{"date-parts":[[2025,2,13]],"date-time":"2025-02-13T00:00:00Z","timestamp":1739404800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100007602","name":"Programme Grants for Applied Research","doi-asserted-by":"publisher","award":["RP-PG-0618-20002"],"award-info":[{"award-number":["RP-PG-0618-20002"]}],"id":[{"id":"10.13039\/501100007602","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"abstract":"<jats:sec id=\"sec001\">\n<jats:title>Background<\/jats:title>\n<jats:p>Clinical decision support systems (CDSSs) can promote adherence to clinical guidelines and improve patient outcomes. Exploring implementation determinants during the development of CDSSs enables intervention optimisation to promote acceptability, perceived appropriateness and fidelity during subsequent implementation. This study sought to explore how clinicians perceive the use of a CDSS which makes recommendations for asthma management based on factors including Fractional exhaled Nitric Oxide testing, and how CDSSs can be designed to promote their implementation.<\/jats:p>\n<\/jats:sec>\n<jats:sec id=\"sec002\">\n<jats:title>Methods<\/jats:title>\n<jats:p>Twenty-three interviews were conducted with clinicians to explore perceptions about the CDSS. Participants included asthma nurses, pharmacists, General Practitioners and respiratory nurse specialists involved in conducting asthma reviews in primary care. Interviews were transcribed verbatim and analysed using reflexive thematic analysis.<\/jats:p>\n<\/jats:sec>\n<jats:sec id=\"sec003\">\n<jats:title>Results<\/jats:title>\n<jats:p>Three themes were developed: Appreciating the recommendations of the CDSS, whilst wanting to retain control; Doubt about appropriateness of CDSS recommendations, especially when you can\u2019t see how they were produced; and Potential for the CDSS to increase patients\u2019 trust and adherence to their treatment. Clinicians perceived the CDSS could help them prioritise management options and consider broader factors relating to patients\u2019 asthma symptoms, but it was important to be able to override the recommendation. Lack of transparency over how recommendations were generated and concern about appropriateness of recommendations for specific patients led to uncertainty about adhering to the CDSS. Clinically tailored recommendations were perceived to help reassure patients and\/or to support their adherence to asthma management.<\/jats:p>\n<\/jats:sec>\n<jats:sec id=\"sec004\">\n<jats:title>Conclusions<\/jats:title>\n<jats:p>Even small changes to the content of CDSS recommendations, such as explaining how recommendations were generated and showing they are consistent with guidance, may help to overcome barriers to acceptability and perceived appropriateness for clinicians. Focusing on implementation during the development of CDSS interventions is worthwhile to help reduce the evidence-practice gap.<\/jats:p>\n<\/jats:sec>","DOI":"10.1371\/journal.pone.0317613","type":"journal-article","created":{"date-parts":[[2025,2,13]],"date-time":"2025-02-13T18:42:09Z","timestamp":1739472129000},"page":"e0317613","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":3,"title":["Promoting the implementation of clinical decision support systems in primary care: A qualitative exploration of implementing a Fractional exhaled Nitric Oxide (FeNO)-guided decision support system in asthma consultations"],"prefix":"10.1371","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6674-0314","authenticated-orcid":true,"given":"Kate","family":"Morton","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marta","family":"Santillo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michelle Helena","family":"Van Velthoven","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lucy","family":"Yardley","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mike","family":"Thomas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kay","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ben","family":"Ainsworth","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarah","family":"Tonkin-Crine","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2025,2,13]]},"reference":[{"issue":"1","key":"pone.0317613.ref001","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1038\/s41746-020-0221-y","article-title":"An overview of clinical decision support systems: benefits, risks, and strategies for success.","volume":"3","author":"RT Sutton","year":"2020","journal-title":"npj Digital Medicine."},{"key":"pone.0317613.ref002","author":"J Osheroff","year":"2012","edition":"2"},{"issue":"1","key":"pone.0317613.ref003","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1186\/s13012-021-01123-1","article-title":"Implementing a digital intervention for managing uncontrolled hypertension in Primary Care: a mixed methods process evaluation","volume":"16","author":"K Morton","year":"2021","journal-title":"Implementation Science"},{"key":"pone.0317613.ref004","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1111\/j.1742-6723.2008.01149.x","article-title":"Improving adherence to asthma clinical guidelines and discharge documentation from emergency departments: Implementation of a dynamic and integrated electronic decision support system.","volume":"21","author":"R Kwok","year":"2009","journal-title":"Emergency medicine Australasia: EMA."},{"issue":"12","key":"pone.0317613.ref005","doi-asserted-by":"crossref","first-page":"e12","DOI":"10.2105\/AJPH.2014.302164","article-title":"Effectiveness of computerized decision support systems linked to electronic health records: a systematic review and meta-analysis.","volume":"104","author":"L Moja","year":"2014","journal-title":"Am J Public Health."},{"key":"pone.0317613.ref006","article-title":"Home and Online Management and Evaluation of Blood Pressure (HOME BP) using a digital intervention in poorly controlled hypertension: randomised controlled trial.","volume":"372","author":"RJ McManus","year":"2021","journal-title":"BMJ (Clinical Research Ed)."},{"issue":"1","key":"pone.0317613.ref007","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1197\/jamia.M3170","article-title":"Computerized clinical decision support for prescribing: provision does not guarantee uptake.","volume":"17","author":"A Moxey","year":"2010","journal-title":"J Am Med Inform Assoc"},{"issue":"3","key":"pone.0317613.ref008","doi-asserted-by":"crossref","DOI":"10.1097\/MLR.0b013e3182408812","article-title":"Effectiveness-implementation Hybrid Designs: Combining Elements of Clinical Effectiveness and Implementation Research to Enhance Public Health Impact.","volume":"50","author":"GM Curran","year":"2012","journal-title":"Med Care."},{"issue":"1","key":"pone.0317613.ref009","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1186\/s13012-017-0657-x","article-title":"Beyond \u201cimplementation strategies\u201d: classifying the full range of strategies used in implementation science and practice.","volume":"12","author":"J Leeman","year":"2017","journal-title":"Implementation Science"},{"issue":"2","key":"pone.0317613.ref010","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1007\/s11414-015-9475-6","article-title":"Methods to Improve the Selection and Tailoring of Implementation Strategies.","volume":"44","author":"BJ Powell","year":"2017","journal-title":"J Behav Health Serv Res."},{"issue":"1","key":"pone.0317613.ref011","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1186\/s13012-017-0644-2","article-title":"What hinders the uptake of computerized decision support systems in hospitals? A qualitative study and framework for implementation","volume":"12","author":"EG Liberati","year":"2017","journal-title":"Implement Sci."},{"issue":"1","key":"pone.0317613.ref012","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1186\/s13012-015-0209-1","article-title":"A refined compilation of implementation strategies: results from the Expert Recommendations for Implementing Change (ERIC) project.","volume":"10","author":"BJ Powell","year":"2015","journal-title":"Implementation Science"},{"key":"pone.0317613.ref013","doi-asserted-by":"crossref","first-page":"26334895211047841","DOI":"10.1177\/26334895211047841","article-title":"Specifying and reporting implementation strategies used in a school-based prevention efficacy trial","volume":"2","author":"SA Moore","year":"2021","journal-title":"Implementation Research and Practice"},{"issue":"6","key":"pone.0317613.ref014","doi-asserted-by":"crossref","first-page":"914","DOI":"10.1007\/s11121-019-01017-1","article-title":"Adapting a Compilation of Implementation Strategies to Advance School-Based Implementation Research and Practice.","volume":"20","author":"CR Cook","year":"2019","journal-title":"Prevention Science."},{"key":"pone.0317613.ref015","author":"National Institute for Health and Care Excellence","year":"2014","journal-title":"Measuring fractional exhaled nitric oxide concentration in asthma: NIOX MINO, NIOX VERO and NObreath"},{"issue":"4","key":"pone.0317613.ref016","doi-asserted-by":"crossref","first-page":"1015","DOI":"10.1016\/j.jaip.2016.11.007","article-title":"Identifying Risk of Future Asthma Attacks Using UK Medical Record Data: A Respiratory Effectiveness Group Initiative","volume":"5","author":"JD Blakey","year":"2017","journal-title":"J Allergy Clin Immunol Pract"},{"issue":"3","key":"pone.0317613.ref017","doi-asserted-by":"crossref","first-page":"344","DOI":"10.4104\/pcrj.2013.00063","article-title":"Assessing the risk of attack in the management of asthma: a review and proposal for revision of the current control-centred paradigm.","volume":"22","author":"JD Blakey","year":"2013","journal-title":"Prim Care Respir J."},{"issue":"1","key":"pone.0317613.ref018","doi-asserted-by":"crossref","first-page":"e30","DOI":"10.2196\/jmir.4055","article-title":"The person-based approach to intervention development: application to digital health-related behavior change interventions","volume":"17","author":"L Yardley","year":"2015","journal-title":"J Med Internet Res"},{"issue":"6","key":"pone.0317613.ref019","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1093\/intqhc\/mzm042","article-title":"Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups.","volume":"19","author":"A Tong","year":"2007","journal-title":"International Journal for Quality in Health Care"},{"key":"pone.0317613.ref020","doi-asserted-by":"crossref","first-page":"i6795","DOI":"10.1136\/bmj.i6795","article-title":"Standards for reporting implementation studies (StaRI) statement.","volume":"356","author":"H Pinnock","year":"2017","journal-title":"BMJ"},{"key":"pone.0317613.ref021","article-title":"British Thoracic Society and Scottish Intercollegiate Guidelines Network","year":"2019","journal-title":"SIGN 158 British guideline on the management of asthma"},{"key":"pone.0317613.ref022","article-title":"Asthma: diagnosis, monitoring and chronic asthma management.","author":"National Institute for Health and Care Excellence","year":"2021","journal-title":"NICE guideline [NG80]."},{"key":"pone.0317613.ref023","doi-asserted-by":"crossref","article-title":"Improving intervention development and implementation using the Person-Based Approach (PBA) to co-participatory stakeholder engagement: a worked example of a behavioural intervention to improve asthma reviews in primary care.","author":"M Santillo","DOI":"10.21203\/rs.3.rs-3596101\/v1"},{"key":"pone.0317613.ref024","author":"National Institute for Health and Care Excellence","year":"2021","journal-title":"Asthma: diagnosis, monitoring and chronic asthma management NICE guideline [NG80]."},{"issue":"5","key":"pone.0317613.ref025","doi-asserted-by":"crossref","first-page":"e0196868","DOI":"10.1371\/journal.pone.0196868","article-title":"Using the Person-Based Approach to optimise a digital intervention for the management of hypertension","volume":"13","author":"K Bradbury","year":"2018","journal-title":"PLOS ONE"},{"issue":"3","key":"pone.0317613.ref026","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1080\/14780887.2020.1769238","article-title":"One size fits all? What counts as quality practice in (reflexive) thematic analysis?","volume":"18","author":"V Braun","year":"2021","journal-title":"Qualitative Research in Psychology."},{"key":"pone.0317613.ref027","author":"QSR International Pty Ltd","year":"2012","journal-title":"NVivo qualitative data analysis Software"},{"issue":"6","key":"pone.0317613.ref028","doi-asserted-by":"crossref","first-page":"942","DOI":"10.1136\/amiajnl-2011-000798","article-title":"Computerized clinical decision support for medication prescribing and utilization in pediatrics","volume":"19","author":"JS Stultz","year":"2012","journal-title":"Journal of the American Medical Informatics Association: JAMIA."},{"issue":"4","key":"pone.0317613.ref029","doi-asserted-by":"crossref","DOI":"10.3390\/ijerph18041901","article-title":"Factors That Impact the Adoption of Clinical Decision Support Systems (CDSS) for Antibiotic Management.","volume":"18","author":"M Laka","year":"2021","journal-title":"Int J Environ Res Public Health."},{"issue":"1","key":"pone.0317613.ref030","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1186\/s43058-022-00326-x","article-title":"Barriers and enablers to implementing and using clinical decision support systems for chronic diseases: a qualitative systematic review and meta-aggregation.","volume":"3","author":"W Chen","year":"2022","journal-title":"Implementation Science Communications."},{"key":"pone.0317613.ref031","doi-asserted-by":"crossref","first-page":"104233","DOI":"10.1016\/j.ijmedinf.2020.104233","article-title":"Factors determining the adherence to antimicrobial guidelines and the adoption of computerised decision support systems by physicians: A qualitative study in three European hospitals.","volume":"141","author":"G Catho","year":"2020","journal-title":"Int J Med Inform."},{"key":"pone.0317613.ref032","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1186\/1748-5908-1-26","article-title":"Factors contributing to intervention fidelity in a multi-site chronic disease self-management program.","volume":"1","author":"KM Perrin","year":"2006","journal-title":"Implement Sci"},{"issue":"1","key":"pone.0317613.ref033","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1186\/s12911-021-01502-0","article-title":"Clinician acceptance of complex clinical decision support systems for treatment allocation of patients with chronic low back pain.","volume":"21","author":"S Jansen-Kosterink","year":"2021","journal-title":"BMC Med Inform Decis Mak."},{"issue":"2","key":"pone.0317613.ref034","doi-asserted-by":"crossref","first-page":"e24","DOI":"10.2196\/medinform.8912","article-title":"Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis.","volume":"6","author":"S Khairat","year":"2018","journal-title":"JMIR Med Inform."},{"key":"pone.0317613.ref035","first-page":"149","article-title":"Co-Designing a Primary Care Breathlessness Decision Support System: General Practitioners Requirements Analysis, Workflow Assessment and Prototype Development.","volume":"279","author":"AP Sunjaya","year":"2021","journal-title":"Stud Health Technol Inform."},{"issue":"3","key":"pone.0317613.ref036","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1093\/fampra\/cmn020","article-title":"What may help or hinder the implementation of computerized decision support systems (CDSSs): a focus group study with physicians.","volume":"25","author":"H Varonen","year":"2008","journal-title":"Fam Pract."},{"key":"pone.0317613.ref037","author":"CFIR Research Team-Center for Clinical Management Research","year":"2022","journal-title":"Consolidated Framework for Implementation Research: North Campus Research Complex | 2800 Plymouth Rd, Bldg 16 | Ann Arbor, MI 48109"},{"issue":"6","key":"pone.0317613.ref038","doi-asserted-by":"crossref","first-page":"430","DOI":"10.1016\/j.ijmedinf.2010.03.001","article-title":"The effect of computerized decision support on barriers to guideline implementation: a qualitative study in outpatient cardiac rehabilitation.","volume":"79","author":"R Goud","year":"2010","journal-title":"Int J Med Inform"},{"issue":"1","key":"pone.0317613.ref039","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1186\/s13012-020-01060-5","article-title":"Integrating implementation science in clinical research to maximize public health impact: a call for the reporting and alignment of implementation strategy use with implementation outcomes in clinical research","volume":"15","author":"BN Rudd","year":"2020","journal-title":"Implementation Science"}],"container-title":["PLOS ONE"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0317613","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,13]],"date-time":"2025-02-13T18:42:28Z","timestamp":1739472148000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0317613"}},"subtitle":[],"editor":[{"given":"Marsa","family":"Gholamzadeh","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2025,2,13]]},"references-count":39,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2025,2,13]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0317613","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,2,13]]}}}