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Lebrat M, Megard R, Gallo Blandin AC, Franck N, Zimmer L. Toward Multidisciplinary Tools for Complex Clinical Psychopharmacology Cases: A Qualitative Study with French Healthcare Professionals. J Multidiscip Healthc 2024; 17:6017-6030. [PMID: 39717485 PMCID: PMC11663999 DOI: 10.2147/jmdh.s481398] [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: 06/04/2024] [Accepted: 11/14/2024] [Indexed: 12/25/2024] Open
Abstract
Purpose Psychopharmacology prescriptions are complex, partly due to the complexity of the relationship between diagnosis and its etiology, as well as the iatrogenic impact on symptomatology. Many multidisciplinary tools exist to optimize their management and improve evidence-based practice. However, their multidisciplinary integration seems to be a challenge. This study aimed to collect information on barriers and facilitators perceived by hospital health professionals regarding the use of multidisciplinary tools to address complex situations in psychopharmacology. Research Design and Methods A mixed-methods research approach using semi-structured interviews was conducted with physicians and pharmacists from 11 hospital institutions. An interview guide developed from the COM-B model (Capability, Opportunity, and Motivation - Behavior) was used to identify barriers and facilitators to the use of multidisciplinary tools. Data were analyzed using thematic analysis to identify emerging themes and mapped to the COM-B model. Results 28 professionals were interviewed. Identified barriers were: lack of knowledge and time to address complex situations, incomplete medical records, lack of easily accessible multidisciplinary tools, insufficient levels of evidence in psychopharmacology. Identified facilitators were: continuing education, communication and networking among professionals, implementation of adapted and shared resources, deprescribing, awareness of medication-induced iatrogenesis, accessibility of tools for all populations. Conclusion Identified barriers and facilitators in the use of multidisciplinary tools for complex situations in psychopharmacology helped to model factors that enable behavior change. Answers need to be provided to help professionals ensure and optimize psychopharmacological therapies.
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Affiliation(s)
- Matthieu Lebrat
- Pôle Centre Rive Gauche, Centre Hospitalier Le Vinatier, Lyon, France
- Hospices Civils de Lyon, Lyon, France
| | - Rachel Megard
- Pôle Centre Rive Gauche, Centre Hospitalier Le Vinatier, Lyon, France
| | | | - Nicolas Franck
- Pôle Centre Rive Gauche, Centre Hospitalier Le Vinatier, Lyon, France
- UMR 5229 CNRS, Centre Ressource de Réhabilitation psychosociale, Centre Hospitalier Le Vinatier, Lyon, France
- Université Claude Bernard Lyon 1, Lyon, France
| | - Luc Zimmer
- Hospices Civils de Lyon, Lyon, France
- Université Claude Bernard Lyon 1, Lyon, France
- Lyon Neuroscience Research Center, INSERM, CNRS, Lyon, France
- CERMEP, Lyon, France
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Fournier A, Fallet C, Sadeghipour F, Perrottet N. Assessing the applicability and appropriateness of ChatGPT in answering clinical pharmacy questions. ANNALES PHARMACEUTIQUES FRANÇAISES 2024; 82:507-513. [PMID: 37992892 DOI: 10.1016/j.pharma.2023.11.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 11/16/2023] [Accepted: 11/16/2023] [Indexed: 11/24/2023]
Abstract
OBJECTIVES Clinical pharmacists rely on different scientific references to ensure appropriate, safe, and cost-effective drug use. Tools based on artificial intelligence (AI) such as ChatGPT (Generative Pre-trained Transformer) could offer valuable support. The objective of this study was to assess ChatGPT's capacity to correctly respond to clinical pharmacy questions asked by healthcare professionals in our university hospital. MATERIAL AND METHODS ChatGPT's capacity to respond correctly to the last 100 consecutive questions recorded in our clinical pharmacy database was assessed. Questions were copied from our FileMaker Pro database and pasted into ChatGPT March 14 version online platform. The generated answers were then copied verbatim into an Excel file. Two blinded clinical pharmacists reviewed all the questions and the answers given by the software. In case of disagreements, a third blinded pharmacist intervened to decide. RESULTS Documentation-related issues (n=36) and drug administration mode (n=30) were preponderantly recorded. Among 69 applicable questions, the rate of correct answers varied from 30 to 57.1% depending on questions type with a global rate of 44.9%. Regarding inappropriate answers (n=38), 20 were incorrect, 18 gave no answers and 8 were incomplete with 8 answers belonging to 2 different categories. No better answers than the pharmacists were observed. CONCLUSIONS ChatGPT demonstrated a mitigated performance in answering clinical pharmacy questions. It should not replace human expertise as a high rate of inappropriate answers was highlighted. Future studies should focus on the optimization of ChatGPT for specific clinical pharmacy questions and explore the potential benefits and limitations of integrating this technology into clinical practice.
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Affiliation(s)
- A Fournier
- Service of Pharmacy, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - C Fallet
- Service of Pharmacy, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - F Sadeghipour
- Service of Pharmacy, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland; School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Geneva, Switzerland; Center for Research and Innovation in Clinical Pharmaceutical Sciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - N Perrottet
- Service of Pharmacy, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland; School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Geneva, Switzerland.
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Schröder S, Schulze Westhoff M, Pfister T, Bleich S, Wedegärtner F, Krüger THC, Heck J, Groh A. Characteristics of clinical-pharmacological recommendations in psychiatry in Germany. Int J Psychiatry Med 2024; 59:393-405. [PMID: 37194304 PMCID: PMC11044510 DOI: 10.1177/00912174231177230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
OBJECTIVE Psychiatric patients in general, and elderly psychiatric patients in particular, are at risk of adverse drug reactions due to comorbidities and inappropriate polypharmacy. Interdisciplinary and clinical-pharmacologist-led medication reviews may contribute to medication safety in the field of psychiatry. In this study, we reported the frequency and characteristics of clinical-pharmacological recommendations in psychiatry, with a particular focus on geriatric psychiatry. METHOD A clinical pharmacologist, in collaboration with the attending psychiatrists and a consulting neurologist, conducted interdisciplinary medication reviews in a general psychiatric ward with a geropsychiatric focus at a university hospital over a 25-week period. All clinical and pharmacological recommendations were recorded and evaluated. RESULTS A total of 316 recommendations were made during 374 medication reviews. Indications/contraindications of drugs were the most frequently discussed topics (59/316; 18.7 %), followed by dose reductions (37/316; 11.7 %), and temporary or permanent discontinuation of medications (36/316; 11.4 %). The most frequent recommendations for dose reduction involvedbenzodiazepines (9/37; 24.3 %). An unclear or absent indication was the most common reason for recommending temporary or permanent discontinuation of the medication (6/36; 16.7 %). CONCLUSION Interdisciplinary clinical pharmacologist-led medication reviews represented a valuable contribution to medication management in psychiatric patients, particularly the elderly ones.
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Affiliation(s)
- Sebastian Schröder
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Martin Schulze Westhoff
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Tabea Pfister
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Stefan Bleich
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Felix Wedegärtner
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Tillmann HC Krüger
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Johannes Heck
- Institute for Clinical Pharmacology, Hannover Medical School, Hannover, Germany
| | - Adrian Groh
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
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Balon R, Morreale MK, Louie AK, Coverdale J, Guerrero APS, Aggarwal R, Beresin EV, Brenner AM. Pharmacist-Led Education in Psychiatry Residency Training. ACADEMIC PSYCHIATRY : THE JOURNAL OF THE AMERICAN ASSOCIATION OF DIRECTORS OF PSYCHIATRIC RESIDENCY TRAINING AND THE ASSOCIATION FOR ACADEMIC PSYCHIATRY 2024; 48:119-122. [PMID: 38349429 DOI: 10.1007/s40596-024-01943-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Affiliation(s)
| | | | | | | | | | | | | | - Adam M Brenner
- University of Texas Southwestern Medical Center, Dallas, TX, USA
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Stuhec M, Hahn M, Taskova I, Bayraktar I, Fitzgerald I, Molitschnig L, Tatarević A, Lindner N, Agnoletto L, da Costa FA. Clinical pharmacy services in mental health in Europe: a commentary paper of the European Society of Clinical Pharmacy Special Interest Group on Mental Health. Int J Clin Pharm 2023; 45:1286-1292. [PMID: 37755642 PMCID: PMC10600282 DOI: 10.1007/s11096-023-01643-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 08/25/2023] [Indexed: 09/28/2023]
Abstract
A large proportion of the world's disease burden is attributable to mental illnesses. Although effective interventions are available, many patients still have limited access to evidence-based treatments. Aside from access, treatment gaps, including inappropriate medication selection and monitoring, are also routinely recognised. Mental health clinical pharmacists can help address these gaps and enable patients to receive optimised pharmaceutical care, particularly appropriate medication selection and monitoring. The European Society of Clinical Pharmacy (ESCP) Special Interest Group on Mental Health was established to improve standardised service provision in mental health settings across Europe. The Special Interest Group identified significant barriers (predominantly associated with reimbursement and position within the multidisciplinary team) to effective pharmaceutical care amongst those with mental illnesses. This commentary presents recommendations to address these gaps through improved mental health clinical pharmacy service provision.
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Affiliation(s)
- Matej Stuhec
- Department of Pharmacology, Faculty of Medicine Maribor, University of Maribor, Maribor, Slovenia.
- Department of Clinical Pharmacy, Ormoz Psychiatric Hospital, Ormoz, Slovenia.
| | - M Hahn
- Department of Mental Health, Varisano Hospital Frankfurt Hoechst, Frankfurt, Germany
- Department of Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Frankfurt, Germany
| | - I Taskova
- Psychiatric Hospital Bohnice, Prague, Czech Republic
- Department of Applied Pharmacy, Faculty of Pharmacy, Masaryk University, Brno, Czech Republic
| | - I Bayraktar
- Department of Clinical Pharmacy, Faculty of Pharmacy, Hacettepe University, Ankara, Turkey
| | - I Fitzgerald
- Pharmacy Department, St Patrick's University Hospital, Dublin 8, Ireland
- School of Pharmacy, University College Cork, Cork, Ireland
| | - L Molitschnig
- Pharmacy Department, Hospital of Elisabethians, Graz, Austria
| | | | - N Lindner
- Pharmacy Department, Vienna General Hospital-Medical University Campus, Vienna, Austria
| | - L Agnoletto
- Hospital Pharmacy, Rovigo Hospital, Rovigo, Italy
| | - F Alves da Costa
- Research Institute for Medicines, Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal
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Elnaem MH, AbouKhatwa MM, Elrggal ME, Dehele IS. Attention Deficit Hyperactivity Disorder: What Are Pharmacists' Roles and Associated Outcomes? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2754. [PMID: 36768120 PMCID: PMC9916014 DOI: 10.3390/ijerph20032754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Revised: 01/28/2023] [Accepted: 01/31/2023] [Indexed: 06/18/2023]
Abstract
Globally, the prevalence of attention deficit hyperactivity disorder (ADHD) is increasing. The treatment for ADHD is multifaceted and requires long-term care and support. Pharmacists are capable of assisting patients and their caretakers in achieving desired outcomes. This work discusses and summarizes pharmacists' roles in ADHD care and their associated outcomes. Overall, pharmacists are positioned to educate on ADHD, optimize medications in a collaborative practice model, manage and monitor side effects, and provide remote and virtual pharmaceutical care. Pharmacists could directly contribute to ensuring medication safety and increasing awareness regarding the optimal use of ADHD medications. Patients with ADHD can benefit from pharmacist involvement in a variety of ways, including, but not limited to, initial screening and referral, the provision of clinical consultation and feedback, and the improvement of self-management and self-awareness of the illness. Pharmacists also play a significant role in therapeutic decision making regarding the initiation, intensification, and monitoring of ADHD treatment to ensure its effectiveness and quality of life improvement. Lastly, pharmacists could help identify more cost-effective treatment approaches for ADHD patients based on the clinical scenario that is encountered.
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Affiliation(s)
- Mohamed Hassan Elnaem
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Minden 11800, Malaysia
| | - Merna Mahmoud AbouKhatwa
- Department of Clinical Pharmacy and Pharmacy Practice, Faculty of Pharmacy, Alexandria University, Alexandria 5372066, Egypt
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Identifying mental health training needs of general practice pharmacy workforce to advance practice: a training needs analysis survey. Int J Clin Pharm 2022; 44:1454-1463. [DOI: 10.1007/s11096-022-01486-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 09/05/2022] [Indexed: 11/05/2022]
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