Neil Cottrell
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Neil Cottrell has a total of 129 co-authors. Here are the top co-authors by number of shared publications:
- Jennifer H. Martin
Chair of Clinical Pharmacology School of Medicine and Public Health, University of Newcastle Newcastle Australia
9 shared publications - Michael Barras
Pharmacy Department Princess Alexandra Hospital Wolloongabba Australia
9 shared publications - Adam La Caze
The University of Queensland
8 shared publications - Elizabeth Ellen Powell
Department of Gastroenterology and Hepatology, Princess Alexandra Hospital, Woolloongabba, Australia
8 shared publications - Katharine Margaret Irvine
Mater Research, The University of Queensland, Translational Research Institute, Brisbane, QLD, Australia
8 shared publications - Kelly Lee Hayward
Department of Gastroenterology and Hepatology, Princess Alexandra Hospital, Woolloongabba, Australia
8 shared publications
Latest Publications
- Open Access
- 24 September 2025
- Published by Wiley in Internal Medicine Journal
- Vol. 55 (12) , 2095-2098
Incidence of aspirin resistance in high‐risk patients following elective total hip and knee arthroplasty
Aspirin resistance (AR) is linked to increased morbidity and mortality after cardiovascular and neurovascular procedures but has not been investigated after total hip arthroplasty (THA) and total knee arthroplasty (TKA). To investigate the incidence of AR in high‐risk patients after elective THA/TKA, we conducted a prospective cohort study of elective THA/TKA in patients with thromboembolic risk factors: obesity (body mass index [BMI] ≥30 kg/m 2 ), diabetes and/or advanced age (≥65 years) who were administered aspirin for venous thromboembolism prophylaxis. AR was confirmed using a platelet function analyser. Forty patients were included with a mean±standard deviation age of 66.1±10.4 years and BMI of 32.2±6.0 kg/m 2 and eight (20.0%) had diabetes. Overall, 52.5% of patients were aspirin resistant, with no statistically significant relationships between patient variables and AR ( P > 0.05). AR after THA/TKA was an observed phenomenon; however, larger trials are required to determine the clinical consequences of AR and to guide prophylaxis strategies in this population.
- 24 September 2025
- Published by Wiley in Internal Medicine Journal
- Vol. 55 (12) , 2095-2098
Open AccessIncidence of aspirin resistance in high‐risk patients following elective total hip and knee arthroplasty
Aspirin resistance (AR) is linked to increased morbidity and mortality after cardiovascular and neurovascular procedures but has not been investigated after total hip arthroplasty (THA) and total knee arthroplasty (TKA). To investigate the incidence of AR in high‐risk patients after elective THA/TKA, we conducted a prospective cohort study of elective THA/TKA in patients with thromboembolic risk factors: obesity (body mass index [BMI] ≥30 kg/m 2 ), diabetes and/or advanced age (≥65 years) who were administered aspirin for venous thromboembolism prophylaxis. AR was confirmed using a platelet function analyser. Forty patients were included with a mean±standard deviation age of 66.1±10.4 years and BMI of 32.2±6.0 kg/m 2 and eight (20.0%) had diabetes. Overall, 52.5% of patients were aspirin resistant, with no statistically significant relationships between patient variables and AR ( P > 0.05). AR after THA/TKA was an observed phenomenon; however, larger trials are required to determine the clinical consequences of AR and to guide prophylaxis strategies in this population.
- Open Access
- 11 July 2024
- Published by Taylor & Francis in Journal of Interprofessional Care
- Vol. 38 (6) , 1035-1049
Clinician experience of being interprofessional: an interpretive phenomenological analysis
Clinicians are increasingly required to work and learn interprofessionally, yet few studies explore the nature of being interprofessional. The purpose of this study was to explore the lived experience of clinicians who identify as interprofessional or have an interprofessional identity. Interpretive phenomenological analysis (IPA) was applied as a qualitative research approach and analytical method. Fifteen key informants from a range of professions, settings, and roles were recruited via purposive sampling. Data was collected via semi-structured interviews, observation of participants' day-to-day practice, and review of organizational documents, and analyzed using IPA. Six interdependent Group Experiential Themes were developed: (i) The power of person-centered holistic care, (ii) Learning and growth through curiosity, reflection, and willingness to be vulnerable, (iii) Welcomes, values, and empowers all others, (iv) Trust and mutual respect through belonging and connection, (v) The contribution of background and previous experiences, and (vi) The influence of workplace context. Each Group Experiential Theme had between two and nine sub-themes. Results support the value of understanding and making explicit the concepts that comprise clinician interprofessional identity. The findings can be used to support clinicians, educators, leaders, and policy makers to develop and sustain interprofessional identity, and subsequently cultivate a culture of interprofessional collaborative practice. Future research is needed to further explore the themes, investigate their inter-relationships, and present the concepts that comprise clinician interprofessional identity in a way that is accessible to healthcare professionals and facilitates their integration into practice.
- 11 July 2024
- Published by Taylor & Francis in Journal of Interprofessional Care
- Vol. 38 (6) , 1035-1049
Open AccessClinician experience of being interprofessional: an interpretive phenomenological analysis
Clinicians are increasingly required to work and learn interprofessionally, yet few studies explore the nature of being interprofessional. The purpose of this study was to explore the lived experience of clinicians who identify as interprofessional or have an interprofessional identity. Interpretive phenomenological analysis (IPA) was applied as a qualitative research approach and analytical method. Fifteen key informants from a range of professions, settings, and roles were recruited via purposive sampling. Data was collected via semi-structured interviews, observation of participants' day-to-day practice, and review of organizational documents, and analyzed using IPA. Six interdependent Group Experiential Themes were developed: (i) The power of person-centered holistic care, (ii) Learning and growth through curiosity, reflection, and willingness to be vulnerable, (iii) Welcomes, values, and empowers all others, (iv) Trust and mutual respect through belonging and connection, (v) The contribution of background and previous experiences, and (vi) The influence of workplace context. Each Group Experiential Theme had between two and nine sub-themes. Results support the value of understanding and making explicit the concepts that comprise clinician interprofessional identity. The findings can be used to support clinicians, educators, leaders, and policy makers to develop and sustain interprofessional identity, and subsequently cultivate a culture of interprofessional collaborative practice. Future research is needed to further explore the themes, investigate their inter-relationships, and present the concepts that comprise clinician interprofessional identity in a way that is accessible to healthcare professionals and facilitates their integration into practice.
- Open Access
- 22 May 2024
- Published by Wiley in Internal Medicine Journal
- Vol. 54 (8) , 1275-1282
Prevalence of risk factors for venous thromboembolism and aspirin resistance in Australian patients undergoing total hip and knee arthroplasty
Introduction: Aspirin is used for venous thromboembolism (VTE) prophylaxis after total hip and knee arthroplasty (THA/TKA). However, its efficacy is unclear in patients with multiple VTE risk factors and at risk of aspirin resistance (AR).Background and Aims: To determine the prevalence of risk factors for VTE and AR in patients after THA/TKA and to determine the relationship between risk factors and drugs prescribed for thromboprophylaxis.Methods: A retrospective cohort study of elective‐THA/TKA in six Australian hospitals over a 1‐year period. Medical records were manually reviewed to determine demographics, thromboprophylaxis regimen and presence of risk factors. The relationship between individual and cumulative risk factors with the thromboprophylaxis regimen was determined.Results: In total, 1011 patients were included with a mean (SD) age of 65.9 (±11.0) years, and 56.4% were female. The five most prevalent risk factors were obesity (59.1%), age ≥65 years (58.2%), hypertension (45.3%), dyslipidaemia (35.9%) and diabetes (19.7%). Most patients had ≥1 risk factor for VTE (93.6%) and AR (93.6%), with 49.0% and 35.0% having ≥3 concurrent VTE and AR risk factors, respectively. The only significant relationship between risk factors and drugs was diabetes (P < 0.01). Rivaroxaban was more commonly used as the number of concurrent VTE risk factors increased (P < 0.05).Conclusion: Patients had a high prevalence of VTE and AR risk factors, suggesting aspirin may not be beneficial in many patients. Only diabetes was linked to the selection of thromboprophylaxis. Patients who received rivaroxaban had a greater average number of VTE risk factors. Guidelines should promote individualised prescribing in higher‐risk patients.
- 22 May 2024
- Published by Wiley in Internal Medicine Journal
- Vol. 54 (8) , 1275-1282
Open AccessPrevalence of risk factors for venous thromboembolism and aspirin resistance in Australian patients undergoing total hip and knee arthroplasty
Introduction: Aspirin is used for venous thromboembolism (VTE) prophylaxis after total hip and knee arthroplasty (THA/TKA). However, its efficacy is unclear in patients with multiple VTE risk factors and at risk of aspirin resistance (AR).Background and Aims: To determine the prevalence of risk factors for VTE and AR in patients after THA/TKA and to determine the relationship between risk factors and drugs prescribed for thromboprophylaxis.Methods: A retrospective cohort study of elective‐THA/TKA in six Australian hospitals over a 1‐year period. Medical records were manually reviewed to determine demographics, thromboprophylaxis regimen and presence of risk factors. The relationship between individual and cumulative risk factors with the thromboprophylaxis regimen was determined.Results: In total, 1011 patients were included with a mean (SD) age of 65.9 (±11.0) years, and 56.4% were female. The five most prevalent risk factors were obesity (59.1%), age ≥65 years (58.2%), hypertension (45.3%), dyslipidaemia (35.9%) and diabetes (19.7%). Most patients had ≥1 risk factor for VTE (93.6%) and AR (93.6%), with 49.0% and 35.0% having ≥3 concurrent VTE and AR risk factors, respectively. The only significant relationship between risk factors and drugs was diabetes (P < 0.01). Rivaroxaban was more commonly used as the number of concurrent VTE risk factors increased (P < 0.05).Conclusion: Patients had a high prevalence of VTE and AR risk factors, suggesting aspirin may not be beneficial in many patients. Only diabetes was linked to the selection of thromboprophylaxis. Patients who received rivaroxaban had a greater average number of VTE risk factors. Guidelines should promote individualised prescribing in higher‐risk patients.
- Open Access
- 21 May 2024
- Published by Wiley in Journal of Pharmacy Practice and Research
- Vol. 54 (4) , 287-295
Prevention of venous thromboembolism after total hip and knee arthroplasties in Australian hospitals: what are we using?
Background: Venous thromboembolism (VTE) is a leading cause of preventable morbidity and mortality, with total hip arthroplasty (THA) and total knee arthroplasty (TKA) at the highest risk. Safe and appropriate thromboprophylaxis is essential. However, investigations into prescribing practices have been limited.Aim: To describe current VTE prophylaxis regimens in Australian patients following an elective THA/TKA and compare these regimens to an international standard.Method: A retrospective multisite case series of patients admitted for a THA/TKA in six tertiary hospitals in Queensland, Australia, was conducted over 12 months (1 October 2017–30 September 2018). Patient and medication data were collected following surgery and for 60 days after discharge to determine changes to the patients' thromboprophylaxis regimen. Results were summarised and compared to National Institute for Health and Care Excellence (NICE) guidelines. Ethical approval was granted by the Metro South Human Research Ethics Committee (Reference no: HREC/2018/QMD/46757) and the study conforms to the National Statement on Ethical Conduct in Human Research.Results: The study included 1011 patients (43.1% THA, 56.9% TKA), and thromboprophylaxis was used in 98.1% of inpatients and in 94.3% of discharge patients for 5.2 (±5.2) and 29.2 (±15.9) days (±standard deviation) respectively. Low‐molecular‐weight heparins (LMWHs) were the primary drugs for inpatients (71.2%) and aspirin 150 mg for discharge (42.0%), most commonly for 6 weeks (31.8%). Aspirin was used for significantly longer duration than rivaroxaban and LMWH (p < 0.001). A two‐staged prophylaxis regimen was implemented, most commonly any anticoagulant as an inpatient; followed by rivaroxaban on discharge (32.7%) or an anticoagulant as an inpatient with aspirin on discharge (26.4%). Overall, adherence to NICE guidelines was low; THA: 8.7%, TKA: 5.9%.Conclusion: VTE prophylaxis regimens varied considerably, and consequently, adherence to international guidelines was low. There is a need for local, peer‐led guidelines to ensure consistent, safe, and effective prophylaxis.
- 21 May 2024
- Published by Wiley in Journal of Pharmacy Practice and Research
- Vol. 54 (4) , 287-295
Open AccessPrevention of venous thromboembolism after total hip and knee arthroplasties in Australian hospitals: what are we using?
Background: Venous thromboembolism (VTE) is a leading cause of preventable morbidity and mortality, with total hip arthroplasty (THA) and total knee arthroplasty (TKA) at the highest risk. Safe and appropriate thromboprophylaxis is essential. However, investigations into prescribing practices have been limited.Aim: To describe current VTE prophylaxis regimens in Australian patients following an elective THA/TKA and compare these regimens to an international standard.Method: A retrospective multisite case series of patients admitted for a THA/TKA in six tertiary hospitals in Queensland, Australia, was conducted over 12 months (1 October 2017–30 September 2018). Patient and medication data were collected following surgery and for 60 days after discharge to determine changes to the patients' thromboprophylaxis regimen. Results were summarised and compared to National Institute for Health and Care Excellence (NICE) guidelines. Ethical approval was granted by the Metro South Human Research Ethics Committee (Reference no: HREC/2018/QMD/46757) and the study conforms to the National Statement on Ethical Conduct in Human Research.Results: The study included 1011 patients (43.1% THA, 56.9% TKA), and thromboprophylaxis was used in 98.1% of inpatients and in 94.3% of discharge patients for 5.2 (±5.2) and 29.2 (±15.9) days (±standard deviation) respectively. Low‐molecular‐weight heparins (LMWHs) were the primary drugs for inpatients (71.2%) and aspirin 150 mg for discharge (42.0%), most commonly for 6 weeks (31.8%). Aspirin was used for significantly longer duration than rivaroxaban and LMWH (p < 0.001). A two‐staged prophylaxis regimen was implemented, most commonly any anticoagulant as an inpatient; followed by rivaroxaban on discharge (32.7%) or an anticoagulant as an inpatient with aspirin on discharge (26.4%). Overall, adherence to NICE guidelines was low; THA: 8.7%, TKA: 5.9%.Conclusion: VTE prophylaxis regimens varied considerably, and consequently, adherence to international guidelines was low. There is a need for local, peer‐led guidelines to ensure consistent, safe, and effective prophylaxis.
- Open Access
- 13 July 2023
- Published by Elsevier in Exploratory Research in Clinical and Social Pharmacy
- Vol. 11, 100305
The impact of hospital-based post-discharge pharmacist medication review on patient clinical outcomes: A systematic review
- 13 July 2023
- Published by Elsevier in Exploratory Research in Clinical and Social Pharmacy
- Vol. 11, 100305
Open AccessThe impact of hospital-based post-discharge pharmacist medication review on patient clinical outcomes: A systematic review
- Open Access
- 6 February 2023
- Published by Taylor & Francis in Journal of Interprofessional Care
- Vol. 38 (2) , 294-307
Behavioural outcomes of interprofessional education within clinical settings for health professional students: A systematic literature review
Interprofessional education facilitates collaborative practice, which promotes high-quality patient care and patient safety. Interprofessional education (IPE) experiences within clinical settings provide an opportunity for the development of interprofessional collaborative practice competence. The aim of this systematic review was to review the literature evaluating interprofessional education for health professional students within clinical settings and summarize the behavioral outcomes. Databases searched were PubMed, Embase, Scopus, Web of Science, Taylor & Francis Online, ERIC and PsycINFO. Full-text articles were independently screened by two reviewers and included if agreed. Outcomes were analyzed using Kirkpatrick’s model modified for IPE. Studies with behavioral change outcomes were analyzed and synthesized using narrative methods. Included studies provided evidence that IPE experiences in clinical settings can enable students to develop and integrate interprofessional collaborative practice competencies, across diverse types of settings. Key tasks enabling students to achieve these learning outcomes included synchronous patient consultations, collaborative development of integrative health-care plans outside of patient consultations, and participation in socialization with health-care teams. There were limitations in the methodological design of the included studies, with limited use of comparator groups and validated tools, high usage of self-report data and serious risk of bias identified across all quantitative included studies. In conclusion, high-quality research designed to measure the construct of behavioral change is lacking. Such research could further investigate the key tasks in IPE experiences in clinical settings that are necessary for students to develop the range of required collaborative practice competencies and integrate these. This could provide clarification regarding if and how this could be achieved across different types of clinical placements.
- 6 February 2023
- Published by Taylor & Francis in Journal of Interprofessional Care
- Vol. 38 (2) , 294-307
Open AccessBehavioural outcomes of interprofessional education within clinical settings for health professional students: A systematic literature review
Interprofessional education facilitates collaborative practice, which promotes high-quality patient care and patient safety. Interprofessional education (IPE) experiences within clinical settings provide an opportunity for the development of interprofessional collaborative practice competence. The aim of this systematic review was to review the literature evaluating interprofessional education for health professional students within clinical settings and summarize the behavioral outcomes. Databases searched were PubMed, Embase, Scopus, Web of Science, Taylor & Francis Online, ERIC and PsycINFO. Full-text articles were independently screened by two reviewers and included if agreed. Outcomes were analyzed using Kirkpatrick’s model modified for IPE. Studies with behavioral change outcomes were analyzed and synthesized using narrative methods. Included studies provided evidence that IPE experiences in clinical settings can enable students to develop and integrate interprofessional collaborative practice competencies, across diverse types of settings. Key tasks enabling students to achieve these learning outcomes included synchronous patient consultations, collaborative development of integrative health-care plans outside of patient consultations, and participation in socialization with health-care teams. There were limitations in the methodological design of the included studies, with limited use of comparator groups and validated tools, high usage of self-report data and serious risk of bias identified across all quantitative included studies. In conclusion, high-quality research designed to measure the construct of behavioral change is lacking. Such research could further investigate the key tasks in IPE experiences in clinical settings that are necessary for students to develop the range of required collaborative practice competencies and integrate these. This could provide clarification regarding if and how this could be achieved across different types of clinical placements.
- 26 July 2022
- Published by Taylor & Francis in Journal of Interprofessional Care
- Vol. 39 (5) , 871-882
Interprofessional identity in clinicians: A scoping review
Interprofessional collaborative practice (IPCP) has been recognized as invaluable in delivering safe, high-quality patient care with finite resources. However, despite a decade of advances in interprofessional (IP) research, policy, and competency frameworks, IPCP does not always occur in practice. One reason may be the influence of a clinician’s identity in an IP context. The purpose of this scoping review was to understand the nature of IP identity in healthcare clinicians. The PRISMA framework was used to support a comprehensive search strategy and screening of 1746 articles. Inclusion criteria included original research, theses, and reviews, a primary focus on IP identity or professional identity (PI) in an IP team, and a focus on health professionals, including students transitioning to practice. Ninety-five papers met the eligibility criteria, though once charted, just four of the 95 papers focused on IP identity in clinicians. Three further papers examined shared team identity, 25 papers referred to, but did not focus on IP identity, and the remaining 63 papers explored PI in an IP team. While limited studies on clinician IP identity restrict conclusive findings, patterns were identified to direct further research on the nature of IP identity in clinicians. These include values and beliefs, individual and personal factors, profession and professional experience, education, socialization, context, leadership, and the process of IP identity development. While identity is undeniably central to being a clinician, the values, beliefs, attributes, and experiences that contribute to clinician IP identity, how clinician IP identity develops, and factors that influence IP identity remain unclear. The results of this review highlight the value of further investigation of the nature of IP identity, the interplay between PI and IP identity, and identity in an IP context.
- 26 July 2022
- Published by Taylor & Francis in Journal of Interprofessional Care
- Vol. 39 (5) , 871-882
Interprofessional identity in clinicians: A scoping review
Interprofessional collaborative practice (IPCP) has been recognized as invaluable in delivering safe, high-quality patient care with finite resources. However, despite a decade of advances in interprofessional (IP) research, policy, and competency frameworks, IPCP does not always occur in practice. One reason may be the influence of a clinician’s identity in an IP context. The purpose of this scoping review was to understand the nature of IP identity in healthcare clinicians. The PRISMA framework was used to support a comprehensive search strategy and screening of 1746 articles. Inclusion criteria included original research, theses, and reviews, a primary focus on IP identity or professional identity (PI) in an IP team, and a focus on health professionals, including students transitioning to practice. Ninety-five papers met the eligibility criteria, though once charted, just four of the 95 papers focused on IP identity in clinicians. Three further papers examined shared team identity, 25 papers referred to, but did not focus on IP identity, and the remaining 63 papers explored PI in an IP team. While limited studies on clinician IP identity restrict conclusive findings, patterns were identified to direct further research on the nature of IP identity in clinicians. These include values and beliefs, individual and personal factors, profession and professional experience, education, socialization, context, leadership, and the process of IP identity development. While identity is undeniably central to being a clinician, the values, beliefs, attributes, and experiences that contribute to clinician IP identity, how clinician IP identity develops, and factors that influence IP identity remain unclear. The results of this review highlight the value of further investigation of the nature of IP identity, the interplay between PI and IP identity, and identity in an IP context.
- Open Access
- 30 June 2022
- Published by University of Otago Library in Focus on Health Professional Education: A Multi-Professional Journal
- p. 79-92
The transformation of a student-led health clinic in rural Australia from a face-to-face service to a telehealth model: Evaluation of student and client experiences during a COVID 19 driven transition
Introduction: The COVID-19 pandemic has necessitated the rapid transition of many face-to-face health services to alternate modes of service delivery. The objective of this study was to explore the benefits, challenges and perceived quality of a telehealth service delivery model from the perspective of clients and students. Further, students’ perceptions relating to the quality of the educational experience were also explored. Methods: The study was set in a student-led interprofessional health and wellness clinic in rural Queensland, Australia. A qualitative case study design was used, including semi-structured student interviews and client open-response survey data. Participants were nursing and allied health students who completed a student-led interprofessional clinic placement and adults with low to rising risk of chronic disease who attended the clinic for telehealth delivered services. Results: Themes identified following analysis included: new or adapted skills needed for success; challenges, limitations and the need for resources, training and support; quality interprofessional education experiences can be achieved in telehealth; coming away with a new set of skills; the important role of the client for success; and benefits and disadvantages of telehealth for clients. Conclusions: The findings support that telehealth-based service-learning models are a feasible way to deliver health and wellness services from the perspective of students and clients and provide students with important skills for rural health service delivery.
- 30 June 2022
- Published by University of Otago Library in Focus on Health Professional Education: A Multi-Professional Journal
- p. 79-92
Open AccessThe transformation of a student-led health clinic in rural Australia from a face-to-face service to a telehealth model: Evaluation of student and client experiences during a COVID 19 driven transition
Introduction: The COVID-19 pandemic has necessitated the rapid transition of many face-to-face health services to alternate modes of service delivery. The objective of this study was to explore the benefits, challenges and perceived quality of a telehealth service delivery model from the perspective of clients and students. Further, students’ perceptions relating to the quality of the educational experience were also explored. Methods: The study was set in a student-led interprofessional health and wellness clinic in rural Queensland, Australia. A qualitative case study design was used, including semi-structured student interviews and client open-response survey data. Participants were nursing and allied health students who completed a student-led interprofessional clinic placement and adults with low to rising risk of chronic disease who attended the clinic for telehealth delivered services. Results: Themes identified following analysis included: new or adapted skills needed for success; challenges, limitations and the need for resources, training and support; quality interprofessional education experiences can be achieved in telehealth; coming away with a new set of skills; the important role of the client for success; and benefits and disadvantages of telehealth for clients. Conclusions: The findings support that telehealth-based service-learning models are a feasible way to deliver health and wellness services from the perspective of students and clients and provide students with important skills for rural health service delivery.
- Open Access
- 13 May 2022
- Published by Wolters Kluwer Health in Hepatology Communications
- Vol. 6 (11) , 3281-3282
Patient‐oriented medication education intervention has long‐term benefits for people with decompensated cirrhosis
- 13 May 2022
- Published by Wolters Kluwer Health in Hepatology Communications
- Vol. 6 (11) , 3281-3282
Open AccessPatient‐oriented medication education intervention has long‐term benefits for people with decompensated cirrhosis
- 18 January 2022
- Published by Springer Nature in European Journal of Clinical Pharmacology
- Vol. 78 (4) , 679-686
Evaluation of two European risk models for predicting medication harm in an Australian patient cohort
Purpose To externally evaluate the performance of two European risk prediction models, for identifying patients at high-risk of medication harm, in an Australian hospital setting. Methods This was a secondary analysis of a pre-existing cohort study described in a recently published study by Falconer et al. (Br J Clin Pharmacol 87(3):1512–1524, 2021) describing the development of a predictive risk model for inpatient medication harm. We retrospectively extracted relevant variables using the electronic health records of general medical and geriatric patients admitted to a quaternary hospital, in Brisbane, over 6 months from July to December 2017. This dataset was used to externally evaluate the two European models, The Brighton Adverse Drug Reaction Risk (BADRI) model by Tangiisuran et al. and a risk model developed by Trivalle et al. The variables were entered into both models and the patients’ risk of medication harm was calculated, and compared with actual patient outcomes. Predictive performance was evaluated by measuring area under the receiver operative characteristic (AuROC) curves. Results The Australian patient cohort included 1982 patients (median age 74 years), of which 136 (7%) patients experienced ≥ 1 medication harm event(s). External evaluation of the two European models identified that both the BADRI and the Trivalle models had reduced predictive performance in an Australian patient cohort, compared with their original studies (AuROC of 0.63 [95% CI: 0.58–0.68] and 0.60 [95% CI: 0.55–0.65], respectively). Conclusion Neither model demonstrated sufficient discrimination to warrant further evaluation in our local setting. This is likely a result of variations between the development and the validation cohorts, and the change in healthcare systems over time, and highlights the need for an up-to-date and context-specific risk prediction model.
- 18 January 2022
- Published by Springer Nature in European Journal of Clinical Pharmacology
- Vol. 78 (4) , 679-686
Evaluation of two European risk models for predicting medication harm in an Australian patient cohort
Purpose To externally evaluate the performance of two European risk prediction models, for identifying patients at high-risk of medication harm, in an Australian hospital setting. Methods This was a secondary analysis of a pre-existing cohort study described in a recently published study by Falconer et al. (Br J Clin Pharmacol 87(3):1512–1524, 2021) describing the development of a predictive risk model for inpatient medication harm. We retrospectively extracted relevant variables using the electronic health records of general medical and geriatric patients admitted to a quaternary hospital, in Brisbane, over 6 months from July to December 2017. This dataset was used to externally evaluate the two European models, The Brighton Adverse Drug Reaction Risk (BADRI) model by Tangiisuran et al. and a risk model developed by Trivalle et al. The variables were entered into both models and the patients’ risk of medication harm was calculated, and compared with actual patient outcomes. Predictive performance was evaluated by measuring area under the receiver operative characteristic (AuROC) curves. Results The Australian patient cohort included 1982 patients (median age 74 years), of which 136 (7%) patients experienced ≥ 1 medication harm event(s). External evaluation of the two European models identified that both the BADRI and the Trivalle models had reduced predictive performance in an Australian patient cohort, compared with their original studies (AuROC of 0.63 [95% CI: 0.58–0.68] and 0.60 [95% CI: 0.55–0.65], respectively). Conclusion Neither model demonstrated sufficient discrimination to warrant further evaluation in our local setting. This is likely a result of variations between the development and the validation cohorts, and the change in healthcare systems over time, and highlights the need for an up-to-date and context-specific risk prediction model.