Developing a learning health system: Insights from a qualitative process evaluation of a pharmacist-led electronic audit and feedback intervention to improve medication safety in primary care
- PMID: 30365508
- PMCID: PMC6203246
- DOI: 10.1371/journal.pone.0205419
Developing a learning health system: Insights from a qualitative process evaluation of a pharmacist-led electronic audit and feedback intervention to improve medication safety in primary care
Abstract
Introduction: Developments in information technology offer opportunities to enhance medication safety in primary care. We evaluated the implementation and adoption of a complex pharmacist-led intervention involving the use of an electronic audit and feedback surveillance dashboard to identify patients potentially at risk of hazardous prescribing or monitoring of medicines in general practices. The intervention aimed to create a rapid learning health system for medication safety in primary care. This study aimed to explore how the intervention was implemented, adopted and embedded into practice using a qualitative process evaluation.
Methods: Twenty two participants were purposively recruited from eighteen out of forty-three general practices receiving the intervention as well as clinical commissioning group staff across Salford UK, which reflected the range of contexts in which the intervention was implemented. Interviews explored how pharmacists and GP staff implemented the intervention and how this affected care practice. Data analysis was thematic with emerging themes developed into coding frameworks based on Normalisation Process Theory (NPT).
Results: Engagement with the dashboard involved a process of sense-making in which pharmacists considered it added value to their work. The intervention helped to build respect, improve trust and develop relationships between pharmacists and GPs. Collaboration and communication between pharmacists and clinicians was primarily initiated by pharmacists and was important for establishing the intervention. The intervention operated as a rapid learning health system as it allowed for the evidence in the dashboard to be translated into changes in work practices and into transformations in care.
Conclusions: Our study highlighted the importance of the combined use of information technology and the role of pharmacists working in general practice settings. Medicine optimisation activities in primary care may be enhanced by the implementation of a pharmacist-led electronic audit and feedback system. This intervention established a rapid learning health system that swiftly translated data from electronic health records into changes in practice to improve patient care. Using NPT provided valuable insights into the ways in which developing relationships, collaborations and communication between health professionals could lead to the implementation, adoption and sustainability of the intervention.
Conflict of interest statement
The authors have declared no competing interests exist.
Similar articles
-
SMASH! The Salford medication safety dashboard.J Innov Health Inform. 2018 Oct 18;25(3):183-193. doi: 10.14236/jhi.v25i3.1015. J Innov Health Inform. 2018. PMID: 30398462
-
Evaluation of a pharmacist-led actionable audit and feedback intervention for improving medication safety in UK primary care: An interrupted time series analysis.PLoS Med. 2020 Oct 13;17(10):e1003286. doi: 10.1371/journal.pmed.1003286. eCollection 2020 Oct. PLoS Med. 2020. PMID: 33048923 Free PMC article.
-
Understanding the implementation, impact and sustainable use of an electronic pharmacy referral service at hospital discharge: A qualitative evaluation from a sociotechnical perspective.PLoS One. 2021 Dec 22;16(12):e0261153. doi: 10.1371/journal.pone.0261153. eCollection 2021. PLoS One. 2021. PMID: 34936661 Free PMC article.
-
Pharmacist-led primary care interventions to promote medicines optimisation and reduce overprescribing: a systematic review of UK studies and initiatives.BMJ Open. 2024 Aug 7;14(8):e081934. doi: 10.1136/bmjopen-2023-081934. BMJ Open. 2024. PMID: 39117409 Free PMC article.
-
Solidarity or dissonance? A systematic review of pharmacist and GP views on community pharmacy services in the UK.Health Soc Care Community. 2019 May;27(3):565-598. doi: 10.1111/hsc.12618. Epub 2018 Jul 26. Health Soc Care Community. 2019. PMID: 30047617
Cited by
-
Effectiveness of clinical dashboards as audit and feedback or clinical decision support tools on medication use and test ordering: a systematic review of randomized controlled trials.J Am Med Inform Assoc. 2022 Sep 12;29(10):1773-1785. doi: 10.1093/jamia/ocac094. J Am Med Inform Assoc. 2022. PMID: 35689652 Free PMC article.
-
Insights into the implementation of a whole genome sequencing report form (SRF) to reduce nosocomial SARS-CoV-2 in UK hospitals within an unfolding pandemic: A qualitative process evaluation using normalisation process theory.PLoS One. 2025 Apr 17;20(4):e0321534. doi: 10.1371/journal.pone.0321534. eCollection 2025. PLoS One. 2025. PMID: 40245025 Free PMC article.
-
The Science of Learning Health Systems: Scoping Review of Empirical Research.JMIR Med Inform. 2022 Feb 23;10(2):e34907. doi: 10.2196/34907. JMIR Med Inform. 2022. PMID: 35195529 Free PMC article.
-
Atrial fibrillation dashboard evaluation using the think aloud protocol.BMJ Health Care Inform. 2020 Oct;27(3):e100191. doi: 10.1136/bmjhci-2020-100191. BMJ Health Care Inform. 2020. PMID: 33087337 Free PMC article.
-
Preventable medication harm across health care settings: a systematic review and meta-analysis.BMC Med. 2020 Nov 6;18(1):313. doi: 10.1186/s12916-020-01774-9. BMC Med. 2020. PMID: 33153451 Free PMC article.
References
-
- NHS Digital Prescriptions Dispensed in the Community, Statistics for England—2006–2016. https://digital.nhs.uk/catalogue/PUB30014 (accessed February 2018)
-
- NHS Digital Health survey for England 2016. Available from https://digital.nhs.uk/catalogue/PUB30169 (accessed February 2018)
-
- NICE. Medicines Optimisation: The Safe and Effective use of Medicines to Enable the Best Possible Outcomes London: National Institute for Health and Care Excellence; 2015. Available from https://www.nice.org.uk/guidance/ng5 (accessed August 2018) - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources