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Cook C, Reid L, Elsharkawy AM, Radley A, Smith S, McPherson S, Crockford D, Dillon JF, Wright M, Morris D, Malik H, Keall S, Powell J, Catt J, Hampton H, Boothman H, Shah S, Spear J, Ustianoski A, John P, Stevens H, Khakoo SI, Parkes J, Buchanan RM. The implementation of a hepatitis C testing service in community pharmacies: I-COPTIC consensus statement. Public Health 2024; 232:153-160. [PMID: 38781782 DOI: 10.1016/j.puhe.2024.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 03/21/2024] [Accepted: 04/09/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVES This aimed to develop a blueprint for an effective community pharmacy Hepatitis C virus (HCV) testing service by producing a consensus statement. STUDY DESIGN This was a modified Delphi process. METHODS We recruited a heterogenous panel of experts (who had been involved in the setup or delivery of a community pharmacy HCV testing service) by purposive and chain referral methods. We had three rounds of a modified Delphi process. The first was a series of questions with free text responses and was analysed using thematic analysis, and the second and third were statements for the respondents to rate using a 7-point Likert scale. Consensus was predefined in a published protocol, and the results were reviewed by a public and patient involvement panel before the statement was finalised. RESULTS We had 24 participants, including community and hospital-based pharmacists, local pharmaceutical committee members, charity representatives (Hepatitis C Trust), local clinical service lead, nurse specialists and doctors. The response rate of the first, second and third rounds were 100%, 96% and 88%, respectively. After the third round, we had 60 statements that reached consensus. We discussed the accepted statements with a patient and public involvement group. We used these statements to produce the I-COPTIC statement and a graphical summary. CONCLUSIONS We developed a blueprint for the design of a gold standard community pharmacy HCV testing service. We believe this will support the successful implementation of community pharmacy testing for HCV. Community pharmacy testing is an important service to help achieve and maintain HCV elimination.
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Affiliation(s)
- C Cook
- University of Southampton, Southampton General Hospital, Tremona Road, Southampton, SO16 6YD, UK.
| | - L Reid
- Hepatitis C Trust, 72 Weston Street, London, SE1 3QG, UK.
| | - A M Elsharkawy
- Liver Unit and NIHR Biomedical Research Centre at University Hospitals Birmingham NHS Trust and University of Birmingham, Edgbaston, Birmingham, B15 2TH, UK.
| | - A Radley
- NHS Tayside/University of Dundee, Nethergate, Dundee, DD1 4HN, UK.
| | - S Smith
- Hepatitis C Trust, 72 Weston Street, London, SE1 3QG, UK.
| | - S McPherson
- Liver Unit and NIHR Biomedical Research Centre, The Newcastle Upon Tyne Hospitals NHS Foundation Trust and Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK.
| | - D Crockford
- Community Pharmacy South Central, Sentinel House, Harvest Crescent, Fleet, Hampshire, GU51 2UZ, UK.
| | - J F Dillon
- University of Dundee, Ninewells Hospital and Medical School, Dundee, DD1 9SY, UK.
| | - M Wright
- University Hospitals Southampton, Tremona Road, Southampton, SO16 6YD, UK.
| | - D Morris
- Hepatitis C Trust, 72 Weston Street, London, SE1 3QG, UK.
| | - H Malik
- Carter's Chemist 114-116 Fowler Street, Southshields, NE33 1PZ, UK.
| | - S Keall
- Community Pharmacy Tees Valley, UK.
| | - J Powell
- Community Pharmacy Surrey and Sussex, PO Box 1061A, Surbiton, KT1 9HJ, UK.
| | - J Catt
- Kings College Hospital, Denmark Hill, London, SE5 9RS, UK.
| | - H Hampton
- Royal Cornwall Hospital, Treliske, Truro, Cornwall, TR1 3LJ, UK.
| | - H Boothman
- St George's NHS Foundation Trust, Blackshaw Road, Tooting, London, SW17 0QT, UK.
| | - S Shah
- Kings College Hospital, Denmark Hill, London, SE5 9RS, UK.
| | - J Spear
- University Hospital of Leicester, University Road, Leicester, LE1 7RH, UK.
| | - A Ustianoski
- Manchester University Foundation Trust & University of Manchester UK, Regional Infectious Diseases Unit, North Manchester General Hospital, Delaunays Road, Manchester, M8 5RB, UK.
| | - P John
- University Hospital of Wales, Heath Park, Cardiff, CF14 4XW, UK.
| | - H Stevens
- University of Southampton, Southampton General Hospital, Tremona Road, Southampton, SO16 6YD, UK.
| | - S I Khakoo
- University of Southampton, Southampton General Hospital, Tremona Road, Southampton, SO16 6YD, UK.
| | - J Parkes
- University of Southampton, Southampton General Hospital, Tremona Road, Southampton, SO16 6YD, UK.
| | - R M Buchanan
- University of Southampton, Southampton General Hospital, Tremona Road, Southampton, SO16 6YD, UK.
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Amador-Fernández N, Benrimoj SI, García-Cárdenas V, Gastelurrutia MÁ, Graham EL, Palomo-Llinares R, Sánchez-Tormo J, Baixauli Fernández VJ, Pérez Hoyos E, Plaza Zamora J, Colomer Molina V, Fuertes González R, García Agudo Ó, Martínez-Martínez F. Identification of high-risk patients for referral through machine learning assisting the decision making to manage minor ailments in community pharmacies. Front Pharmacol 2023; 14:1105434. [PMID: 37497107 PMCID: PMC10368471 DOI: 10.3389/fphar.2023.1105434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 06/19/2023] [Indexed: 07/28/2023] Open
Abstract
Background: Data analysis techniques such as machine learning have been used for assisting in triage and the diagnosis of health problems. Nevertheless, it has not been used yet to assist community pharmacists with services such as the Minor Ailment Services These services have been implemented to reduce the burden of primary care consultations in general medical practitioners (GPs) and to allow a better utilization of community pharmacists' skills. However, there is a need to refer high-risk patients to GPs. Aim: To develop a predictive model for high-risk patients that need referral assisting community pharmacists' triage through a minor ailment service. Method: An ongoing pragmatic type 3 effectiveness-implementation hybrid study was undertaken at a national level in Spanish community pharmacies since October 2020. Pharmacists recruited patients presenting with minor ailments and followed them 10 days after the consultation. The main outcome measured was appropriate medical referral (in accordance with previously co-designed protocols). Nine machine learning models were tested (three statistical, three black box and three tree models) to assist pharmacists in the detection of high-risk individuals in need of referral. Results: Over 14'000 patients were included in the study. Most patients were female (68.1%). With no previous treatment for the specific minor ailment (68.0%) presented. A percentage of patients had referral criteria (13.8%) however, not all of these patients were referred by the pharmacist to the GP (8.5%). The pharmacists were using their clinical expertise not to refer these patients. The primary prediction model was the radial support vector machine (RSVM) with an accuracy of 0.934 (CI95 = [0.926,0.942]), Cohen's kappa of 0.630, recall equal to 0.975 and an area under the curve of 0.897. Twenty variables (out of 61 evaluated) were included in the model. radial support vector machine could predict 95.2% of the true negatives and 74.8% of the true positives. When evaluating the performance for the 25 patient's profiles most frequent in the study, the model was considered appropriate for 56% of them. Conclusion: A RSVM model was obtained to assist in the differentiation of patients that can be managed in community pharmacy from those who are at risk and should be evaluated by GPs. This tool potentially increases patients' safety by increasing pharmacists' ability to differentiate minor ailments from other medical conditions.
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Affiliation(s)
- Noelia Amador-Fernández
- Pharmaceutical Care Research Group, University of Granada, Granada, Spain
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Shalom I. Benrimoj
- Pharmaceutical Care Research Group, University of Granada, Granada, Spain
| | | | | | - Emma L. Graham
- Pharmaceutical Care Research Group, University of Granada, Granada, Spain
| | - Rubén Palomo-Llinares
- Department of Public Health and History of Science, University Hospital of Sant Joan d’Alacant, Alicante, Spain
| | - Julia Sánchez-Tormo
- International Virtual Center for Nutrition Research (CIVIN), Alicante, Spain
| | | | - Elena Pérez Hoyos
- Spanish Society of Clinical, Family and Community Pharmacy, Madrid, Spain
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Lim K, Lum E, Nissen L, Broom A, Seale H. Consumer perceptions of community pharmacists' involvement in antimicrobial stewardship: A quantitative study. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 10:100281. [PMID: 37274416 PMCID: PMC10236209 DOI: 10.1016/j.rcsop.2023.100281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 05/16/2023] [Accepted: 05/16/2023] [Indexed: 06/06/2023] Open
Abstract
Background Community pharmacist involvement in antimicrobial stewardship (AMS) within primary care is underutilised. Despite this view being consistently held across the pharmacy sector's policy, academic and professional spheres, there is limited understanding of how this positioning aligns with consumers' perceptions and expectations. Objective To explore participants' experience using antibiotics and their engagement with pharmacists to support their use. Methods Online survey of Australian adults recruited via Dynata's research panel in November 2022. Questions were organised into three sections: 1) understanding the participant's use of antibiotics, including their information needs; 2) exploring engagement with pharmacists on a cold and flu enquiry using a vignette question; and 3) demographic information. Results Doctors (42.0%), pharmacists (29.8%) and the internet including general searches (14.3%) were the top three sources for antibiotic information. Information about side effects and anticipated time to effect were more broadly sought from pharmacists than what was provided. Over 50% of respondents indicated alignment between the best practice example of a pharmacist providing cold and flu management advice with their own experience. 17% of respondents indicated that they would seek doctor's advice when considering cold and flu management options compared to 10% seeking pharmacist's advice. No statistically significant results between age groups or gender were observed. Conclusion Better visibility of community pharmacists' involvement in managing minor ailments in primary care, including more explicit linkage of pharmacist-administered vaccination services as an AMS strategy can support optimal antimicrobial use.
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Affiliation(s)
- Kathryn Lim
- School of Population Health, University of New South Wales, Australia
| | - Elaine Lum
- Duke-NUS Medical School, National University of Singapore, Singapore
| | - Lisa Nissen
- Centre for the Business and Economics of Health, The University of Queensland, Australia
| | - Alex Broom
- School of Social and Political Sciences, The University of Sydney, Australia
| | - Holly Seale
- School of Population Health, University of New South Wales, Australia
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Rotta I, Lima T, Tonin FS. Role of community pharmacy and pharmacists in self-care in Brazil. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 10:100274. [PMID: 37181500 PMCID: PMC10173763 DOI: 10.1016/j.rcsop.2023.100274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 04/18/2023] [Indexed: 05/16/2023] Open
Abstract
Global healthcare systems, including the National Health System in Brazil - one of the largest public models in the world -, continue to evolve, as well as populations' health needs, currently shaped on individuals feeling a greater desire to manage their own health. Self-care practices are part of several public policies and clinical guidelines in Brazil including the National Policy on Complementary and Integrative Practices, the National AIDS Control Program, the National Policy for Women's Health, and the Guidelines for Care of People with Chronic Diseases. There are over 100,700 community pharmacies, in the country (89.2% privately owned) employing 234,300 pharmacists, representing an important delivery point for self-care, as they are the first point of access to care for most patients. Self-medication is a common practice in Brazil (prevalence rates of self-medication ranging from 16.1% to 35.0%), especially with non-prescription/over-the-counter medicinal products (65.0%). In fact, these products represent over 25% of volume marketed of medicines, summing revenues of USD 1.9 billion per year. Studies demonstrated a positive budget impact as important savings for the National Health System due to reductions of unnecessary medical appointments and loss of working days. In addition to minor ailments management, other self-care services provided by community pharmacies that are frequently sought by Brazilian citizens (20-25% of cases) are smoking cessation and weight management (costs per service ranging from around USD 5.00-12.00). However, pharmacy services are not yet as fully integrated in Brazil to the same extent as in other countries. Barriers such as standardization of processes (from services' design, implementation, and evaluation in practice), pharmacist remuneration for the provision of services and the amount to be charged for the service are still a matter of controversy. For more rapid and sustainable advances in these practices, communication among various stakeholders, professional practice and healthcare regulations, standardization of services and financing of self-care (both publicly and privately) are urgently needed. This paper provides an overview of some self-care services provided by community pharmacies in Brazil and call attention to the ongoing challenges to move the National Health system forward.
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Affiliation(s)
- Inajara Rotta
- Department of Pharmacy, Federal University of Paraná, Curitiba, Brazil
| | - Tácio Lima
- Department of Pharmaceutical Sciences, Federal Rural University of Rio de Janeiro, Seropedica, Brazil
| | - Fernanda S. Tonin
- Pharmaceutical Sciences Postgraduate Research Program, Federal University of Paraná, Curitiba, Brazil
- H&TRC - Health & Technology Research Center, ESTeSL - Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, Lisbon, Portugal
- Corresponding author at: H&TRC - Health & Technology Research Center, ESTeSL - Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, Av. D. João II, lote 4.69.01, Parque das Nações, 1990-096 Lisbon, Portugal.
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Examining equity in a void of evidence - Pharmacist minor ailments services and the role of systematic reviews. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2022; 7:100174. [PMID: 36072438 PMCID: PMC9441336 DOI: 10.1016/j.rcsop.2022.100174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 08/19/2022] [Accepted: 08/19/2022] [Indexed: 11/22/2022] Open
Abstract
Pharmacist minor ailment services (PMAS) are formalised services which remunerate pharmacists for delivering care and providing medicines used to treat minor ailments such as hayfever, musculoskeletal pain, head lice and constipation. PMAS have been postulated to improve medicines access equity yet there is little evidence to suggest that equitable health outcomes from PMAS have been achieved in those countries where these services have been initiated. Systematic reviews are regarded as the gold standard in assessing evidence of outcome effectiveness, including equity of outcomes. Our research team developed a systematic search strategy and review protocol to examine ethnic variation in PMAS outcomes. No results were returned, even with the inclusion of grey literature, and therefore the impact of PMAS on ethnic equity could not be examined. This commentary discusses the potential for PMAS to achieve medicines access equity and the role of empty reviews in identifying gaps in the literature and advocating for equity.
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Chalmers L, Czarniak P, Hughes J, Iacob R, Lee YP, Parsons K, Parsons R, Sunderland B, Sim TF. Implementation factor mapping of a pilot study of point-of-care C-reactive protein testing for respiratory tract infections in community pharmacy. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2022; 6:100147. [PMID: 35733607 PMCID: PMC9207564 DOI: 10.1016/j.rcsop.2022.100147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 04/29/2022] [Accepted: 05/26/2022] [Indexed: 11/06/2022] Open
Abstract
Background Explicit consideration of implementation factors in community pharmacy service development may facilitate widespread implementation and sustainability. Objectives This study involved mapping the methodology for the pilot study of point-of-care C-reactive protein (CRP) testing to support pharmacists' management of respiratory tract infections in Western Australian pharmacies against an implementation factor framework, focussing on the resources and training program provided to participating pharmacy staff. Methods Phase 1 involved post hoc mapping of the pilot study methodology against the framework previously described by Garcia-Cardenas et al.; phase 2 was an a priori evaluation of the resources and training program, involving pre-training, post-training, and post-pilot questionnaires administered to pharmacists and pharmacy assistants/interns. A mixed model analysis compared pharmacists' responses at the three time points. Results Employment of comprehensive strategies to optimise service feasibility and sustainability was demonstrated across the five domains of ‘professional service’, ‘pharmacy staff’, ‘pharmacy’, ‘local environment’ and ‘system’; further consideration of ‘consumer’ or ‘patient’ factors is needed to address issues such as patient refusal. Study pharmacists (n = 10) and pharmacy assistants/interns (n = 5) reported high levels of satisfaction with the training (100% ‘good’/‘excellent’). Pharmacists reported significantly improved attitudes towards, confidence in, and knowledge about CRP testing and service provision from pre- to post-training (p < 0.05). Positive perceptions were maintained at the post-pilot time point. Conclusions Post hoc mapping of implementation factors highlighted potential strengths and deficiencies of the current service model. Systematic, prospective mapping, coupled with strategies to explicitly emphasise the patient perspective, may have value in optimising service implementation or modifying future service delivery models.
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Yong FR, Hor SY, Bajorek BV. A participatory research approach in community pharmacy research: The case for video-reflexive ethnography. Res Social Adm Pharm 2021; 18:2157-2163. [PMID: 33903066 DOI: 10.1016/j.sapharm.2021.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 03/04/2021] [Accepted: 04/12/2021] [Indexed: 10/21/2022]
Abstract
Video-reflexive ethnography (VRE) is a qualitative methodology that explores the complex nature of healthcare 'as it really is'. Its collaborative and reflexive process invites stakeholders (e.g. pharmacists and pharmacy support staff) to participate in analysing their everyday work practices as captured on video footage. Through close collaboration with practitioners and attention to their work contexts, VRE may be a useful methodology to engage a time-poor pharmacy workforce in research about themselves, encouraging more practitioner involvement in practice-based research. Aside from research, VRE has also been used effectively as an intervention to facilitate learning and change in healthcare settings, and could be effective in provoking change in otherwise resistant pharmacy environments. Much like traditional ethnographic approaches, VRE researchers have relied on being present 'in the field' to observe, record and make sense of practices with participants. The COVID-19 pandemic however, has introduced restrictions around travel and physical distancing, which has required researchers to contemplate the conduct of VRE 'at a distance', and to imagine new ways in which the methodological 'closeness' to stakeholders and their workplace contexts can be maintained when researchers cannot be on site. In this commentary, we outline the rationale for participatory methods, in the form of VRE, in pharmacy research. We describe the underlying principles of this innovative methodology, and offer examples of how VRE can be used in pharmacy research. Finally, we offer a reflexive account of how we have adapted the method for use in community pharmacy research, to adapt to physical distancing, without sacrificing its methodological principles. This paper offers not only a new methodology to examine the complexity of pharmacy work, but demonstrates also the responsiveness of VRE itself to complexity, and the potential breadth of future research applications in pharmacy both during and beyond the current pandemic.
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Affiliation(s)
- Faith R Yong
- Pharmacy Department, Graduate School of Health, University of Technology Sydney, 100 Broadway, Chippendale, Sydney, NSW, 2008, Australia.
| | - Su-Yin Hor
- Centre for Health Services Management, Faculty of Health, University of Technology Sydney, Building 10, 15 Broadway, Ultimo, Sydney, NSW, 2007, Australia.
| | - Beata V Bajorek
- Pharmacy Department, Graduate School of Health, University of Technology Sydney, 100 Broadway, Chippendale, Sydney, NSW, 2008, Australia.
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