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Jermini M, Fonzo-Christe C, Blondon K, Milaire C, Stirnemann J, Bonnabry P, Guignard B. Financial impact of medication reviews by clinical pharmacists to reduce in-hospital adverse drug events: a return-on-investment analysis. Int J Clin Pharm 2024; 46:496-505. [PMID: 38315303 PMCID: PMC10960916 DOI: 10.1007/s11096-023-01683-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 11/30/2023] [Indexed: 02/07/2024]
Abstract
BACKGROUND Adverse drug events contribute to rising health care costs. Clinical pharmacists can reduce their risks by identifying and solving drug-related problems (DRPs) through medication review. AIM To develop an economic model to determine whether medication reviews performed by clinical pharmacists could lead to a reduction in health care costs associated with the prevention of potential adverse drug events. METHOD Two pharmacists performed medication reviews during ward rounds in an internal medicine setting over one year. Avoided costs were estimated by monetizing five categories of DRPs (improper drug selection, drug interactions, untreated indications, inadequate dosages, and drug use without an indication). An expert panel assessed potential adverse drug events and their probabilities of occurrence for 20 randomly selected DRPs in each category. The costs of adverse drug events were extracted from internal hospital financial data. A partial economic study from a hospital perspective then estimated the annual costs avoided by resolving DRPs identified by 3 part-time clinical pharmacists (0.9 full-time equivalent) from 2019 to 2020. The return on investment (ROI) of medication review was calculated. RESULTS The estimated annual avoided costs associated with the potential adverse drug events induced by 676 DRPs detected was € 304,170. The cost of a 0.9 full-time equivalent clinical pharmacist was € 112,408. Extrapolated to 1 full-time equivalent, the annual net savings was € 213,069 or an ROI of 1-1.71. Sensitivity analyses showed that the economic model was robust. CONCLUSION This economic model revealed the positive financial impact and favorable return on investment of a medication review intervention performed by clinical pharmacists. These findings should encourage the future deployment of a pharmacist-led adverse drug events prevention program.
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Affiliation(s)
- Mégane Jermini
- Pharmacy, Geneva University Hospitals, Rue Gabrielle Perret Gentil 4, 1205, Geneva, Switzerland.
- Institute of Pharmaceutical Sciences of Western Switzerland, School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland.
| | - Caroline Fonzo-Christe
- Pharmacy, Geneva University Hospitals, Rue Gabrielle Perret Gentil 4, 1205, Geneva, Switzerland
| | - Katherine Blondon
- Medical and Quality Directorate, Geneva University Hospitals, Geneva, Switzerland
| | | | - Jérôme Stirnemann
- Division of General Internal Medicine, Department of Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Pascal Bonnabry
- Pharmacy, Geneva University Hospitals, Rue Gabrielle Perret Gentil 4, 1205, Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland
| | - Bertrand Guignard
- Pharmacy, Geneva University Hospitals, Rue Gabrielle Perret Gentil 4, 1205, Geneva, Switzerland
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Hattingh HL, Edmunds C, Buksh S, Cronin S, Gillespie BM. COVID-19 Patients' Medication Management during Transition of Care from Hospital to Virtual Care: A Cross-Sectional Survey and Audit. PHARMACY 2023; 11:157. [PMID: 37888502 PMCID: PMC10610024 DOI: 10.3390/pharmacy11050157] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 09/22/2023] [Accepted: 09/27/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND Virtual models of care were implemented to ease hospital bed pressure during COVID-19. We evaluated the medication management of COVID-19 patients transferred to virtual models of care. METHOD A retrospective audit of COVID-19 patients transferred from inpatient units to virtual care during January 2022 and surveys from patients transferred during December 2021-February 2022 was carried out. RESULTS One hundred patients were randomly selected: mean age 59 years (SD: 19.8), mean number of medicines at admission 4.3 (SD: 4.03), mean length of virtual ward stay 4.4 days (SD: 2.1). Pharmacists reviewed 43% (43/100) of patients' medications during their hospital stay and provided 29% (29/100) with discharge medicine lists at transfer. Ninety-two (92%) patients were prescribed at least one new high-risk medicine whilst in hospital, but this was not a factor considered to receive a pharmacist medication review. Forty patients (40%) were discharged on newly commenced high-risk medicines, and this was also not a factor in receiving a pharmacist discharge medication list. In total, 25% of patient surveys (96/378) were returned: 70% (66/96) reported adequate medicine information at transfer and 55% (52/96) during the virtual model period. CONCLUSION Patient survey data show overall positive experiences of medication management and support. Audit data highlight gaps in medication management during the transfer to a virtual model, highlighting the need for patient prioritisation.
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Affiliation(s)
- H. Laetitia Hattingh
- Allied Health Research, Gold Coast Health, Gold Coast, QLD 4215, Australia
- School of Pharmacy and Medical Sciences, Griffith University, Gold Coast, QLD 4222, Australia
- School of Pharmacy, the University of Queensland, Brisbane, QLD 4102, Australia
| | - Catherine Edmunds
- Medical Services, Clinical Governance and Research, Gold Coast Health, Gold Coast, QLD 4215, Australia;
| | - Saberina Buksh
- Pharmacy Department, Gold Coast Health, Gold Coast, QLD 4215, Australia; (S.B.); (S.C.)
| | - Sean Cronin
- Pharmacy Department, Gold Coast Health, Gold Coast, QLD 4215, Australia; (S.B.); (S.C.)
| | - Brigid M. Gillespie
- NHMRC Wiser Wounds CRE, MHIQ, Griffith University, Gold Coast, QLD 4222, Australia;
- Nursing and Midwifery Education and Research Unit, Gold Coast Health, Gold Coast, QLD 4215, Australia
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Hung PL, Lin PC, Chen JY, Chen MT, Chou MY, Huang WC, Juang WC, Lin YT, Lin AC. Developing an Integrated Electronic Medication Reconciliation Platform and Evaluating its Effects on Preventing Potential Duplicated Medications and Reducing 30-Day Medication-Related Hospital Revisits for Inpatients. J Med Syst 2021; 45:47. [PMID: 33644834 DOI: 10.1007/s10916-021-01717-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Accepted: 01/25/2021] [Indexed: 11/27/2022]
Abstract
The aims were to develop an integrated electronic medication reconciliation (ieMR) platform, evaluate its effects on preventing potential duplicated medications, analyze the distribution of the potential duplicated medications by the Anatomical Therapeutic and Chemical (ATC) code for all inpatients, and determine the rate of 30-day medication-related hospital revisits for a geriatric unit. The study was conducted in a tertiary medical center in Taiwan and involved a retrospective quasi pre-intervention (July 1-November 30, 2015) and post-intervention (October 1-December 31, 2016) study design. A multidisciplinary team developed the ieMR platform covering the process from admission to discharge. The ieMR platform included six modules of an enhanced computer physician order entry system (eCPOE), Pharmaceutical-care, Holistic Care, Bedside Display, Personalized Best Possible Medication Discharge Plan, and Pharmaceutical Care Registration System. The ieMR platform prevented the number of potential duplicated medications from pre (25,196 medications, 2.3%) to post (23,413 medications, 3.8%) phases (OR 1.71, 95% CI, 1.68-1.74; p < .001). The most common potential duplicated medications classified by the ATC codes were cardiovascular system (28.4%), alimentary tract and metabolism (26.4%), and nervous system (14.9%), and by chemical substances were sennoside (12.5%), amlodipine (7.5%), and alprazolam (7.4%). The rate of medication-related 30-day hospital revisits for the geriatric unit was significantly decreased in post-intervention compared with that in pre-intervention (OR = 0.12; 95% CI, 0.03-0.53; p < .01). This study indicated that the ieMR platform significantly prevented the number of potential duplicated medications for inpatients and reduced the rate of 30-day medication-related hospital revisits for the patients on the geriatric unit.
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Affiliation(s)
- Pi-Lien Hung
- Department of Pharmacy, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Road, Zuoying District, Kaohsiung City, 81362, Taiwan
- Department of Pharmacy, School of Pharmacy, Kaohsiung Medical University, No.100, Shih-Chuan 1st Road, Sanmin Dist, Kaohsiung City, 80708, Taiwan
| | - Pei-Chin Lin
- Department of Pharmacy, School of Pharmacy, Kaohsiung Medical University, No.100, Shih-Chuan 1st Road, Sanmin Dist, Kaohsiung City, 80708, Taiwan.
- Department of Medical Education and Research, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Road, Zuoying District, Kaohsiung City, 81362, Taiwan.
| | - Jung-Yi Chen
- Department of Pharmacy, National Cheng Kung University Hospital, No.138, Sheng Li Road, Tainan, Taiwan
| | - Miao-Ting Chen
- Department of Pharmacy, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Road, Zuoying District, Kaohsiung City, 81362, Taiwan
| | - Ming-Yueh Chou
- Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Road, Zuoying District, Kaohsiung City, 81362, Taiwan
- Aging and Health Research Center, National Yang-Ming University, No.155, Sec.2, Linong Street, Beitou District, Taipei City, 11221, Taiwan
| | - Wei-Chun Huang
- Department of Critical Care Medicine, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Road, Zuoying District, Kaohsiung City, 81362, Taiwan
- School of Medicine, National Yang-Ming University, No.155, Sec.2, Linong Street, Beitou District, Taipei City, 11221, Taiwan
- Department of Physical Therapy, Fooyin University, No. 151, Jinxue Road Daliao District, Kaohsiung City, 83102, Taiwan
| | - Wang-Chuan Juang
- Quality Management Center, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Road, Zuoying District, Kaohsiung City, 81362, Taiwan
- Department of Business Management, National Sun Yat-sen University, 70 Lienhai Rd, Kaohsiung, 80424, Taiwan
| | - Yu-Te Lin
- Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Road, Zuoying District, Kaohsiung City, 81362, Taiwan
| | - Alex C Lin
- Division of Pharmacy Practice and Administrative Sciences, The James L. Winkle College of Pharmacy, University of Cincinnati, 3225 Eden Avenue, Cincinnati, OH, 45267-0004, USA.
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Seroussi B, Ghomari MB, Guezennec G, Federspiel F, Debrix I, Bouaud J. Easy Medication Reconciliation at Hospital Admission: The EzMedRec Decision Support System. AMIA ... ANNUAL SYMPOSIUM PROCEEDINGS. AMIA SYMPOSIUM 2021; 2020:1110-1119. [PMID: 33936487 PMCID: PMC8075547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Medication reconciliation (MR) aims at preventing medication errors at care transitions. It is a complex, time-consuming, cognitively demanding pharmacological task. We have developed a decision support system, EzMedRec, to assist retroactive MR at hospital admission. EzMedRec compares the best possible medication history (BPMH), i.e., all medications taken by the patient before hospitalization, to the list of admission medication orders (AMO). The process includes (i) the decomposition of BPMH and AMO drugs into their active ingredients (AIs), (ii) the detection of medication discontinuations and additions, and (iii) the identification of modified medication orders. The ATC classification is used to semantically enrich MR by comparing discontinued AIs and added AIs and suggesting a potential intentional drug substitution serving the same therapeutic objective. EzMedRec has been evaluated on a sample of 52 actual MRs involving 822 medication order lines, 406 in BPMHs, and 416 in AMOs with a global accuracy of 98,3%.
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Affiliation(s)
- Brigitte Seroussi
- Sorbonne Universite, Inserm, Universite Sorbonne Paris Nord, LIMICS UMR_S 1142, Paris, France
- Assistance Publique-Hopitaux de Paris, Hopital Tenon, Paris, France
| | - Mourad B Ghomari
- Sorbonne Universite, Inserm, Universite Sorbonne Paris Nord, LIMICS UMR_S 1142, Paris, France
| | - Gilles Guezennec
- Sorbonne Universite, Inserm, Universite Sorbonne Paris Nord, LIMICS UMR_S 1142, Paris, France
| | | | - Isabelle Debrix
- Assistance Publique-Hopitaux de Paris, Hopital Tenon, Paris, France
| | - Jacques Bouaud
- Assistance Publique-Hopitaux de Paris, DRCI, Paris, France
- Sorbonne Universite, Inserm, Universite Sorbonne Paris Nord, LIMICS UMR_S 1142, Paris, France
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Hung PL, Chen JY, Chen MT, Li PL, Li WC, Wang ZC, Huang TT, Liang YT, Lin PC. The impact of a medication reconciliation programme at geriatric hospital admission: A pre-/postintervention study. Br J Clin Pharmacol 2019; 85:2614-2622. [PMID: 31418902 DOI: 10.1111/bcp.14095] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 07/23/2019] [Accepted: 08/04/2019] [Indexed: 11/28/2022] Open
Abstract
AIMS The aim of this study was to improve medication reconciliation and reduce the occurrence of duplicate prescriptions by pharmacists and physicians within 72 hours of hospital admission using an intelligent prescription system combined with the National Health Insurance PharmaCloud system to integrate the database with the medical institution computerized physician order entry (CPOE) system. METHODS This 2-year intervention study was implemented in the geriatric ward of a hospital in Taiwan. We developed an integrated CPOE system linked with the PharmaCloud database and established an electronic platform for coordinated communication with all healthcare professionals. Patients provided written informed consent to access their PharmaCloud records. We compared the intervention effectiveness within 72 hours of admission for improvement in pharmacist medication reconciliation, increased at-home medications documentation and decreased costs from duplicated at-home prescriptions. RESULTS The medication reconciliation rate within 72 hours of admission increased from 44.0% preintervention to 86.8% postintervention (relative risk = 1.97, 95% confidence interval [CI]: 1.69-2.31; P < .001). The monthly average of patients who brought and took home medications documented in the CPOE system during hospitalization increased by 7.54 (95% CI 5.58-20.49, P = .22). The monthly average of home medications documented increased by 102.52 (95% CI 38.44-166.60; P = .01). Savings on the monthly average prescription expenditures of at-home medication increased by US$ 2,795.52 (95% CI US$1310.41-4280.63; P < .01). CONCLUSION Integrating medication data from PharmaCloud to the hospital's medical chart system improved pharmacist medication reconciliation, which decreased duplicated medications and reduced in-hospital medication costs.
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Affiliation(s)
- Pi-Lien Hung
- Clinical Pharmacy Division, Department of Pharmacy, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Jung-Yi Chen
- Department of Pharmacy, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Miao-Ting Chen
- Clinical Pharmacy Division, Department of Pharmacy, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Pao-Lin Li
- Clinical Pharmacy Division, Department of Pharmacy, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Wei-Chi Li
- Clinical Pharmacy Division, Department of Pharmacy, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Zi-Cheng Wang
- Clinical Pharmacy Division, Department of Pharmacy, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Tzu-Ting Huang
- Clinical Pharmacy Division, Department of Pharmacy, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Yen-Tzu Liang
- Clinical Pharmacy Division, Department of Pharmacy, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Pei-Chin Lin
- Department of Medical Education and Research, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.,Department of Pharmacy, School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
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