1
|
Kruik-Kollöffel WJ, Moltman GAW, Wu MD, Braaksma A, Karapinar F, Boucherie RJ. Optimisation of medication reconciliation using queueing theory: a computer experiment. Int J Clin Pharm 2024; 46:881-888. [PMID: 38727777 DOI: 10.1007/s11096-024-01722-0] [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: 12/24/2023] [Accepted: 03/04/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND Medication reconciliation (MedRec) in hospitals is an important tool to enhance the continuity of care, but completing MedRec is challenging. AIM The aim of this study was to investigate whether queueing theory could be used to compare various interventions to optimise the MedRec process to ultimately reduce the number of patients discharged prior to MedRec being completed. Queueing theory, the mathematical study of waiting lines or queues, has not been previously applied in hospital pharmacies but enables comparisons without interfering with the baseline workflow. METHOD Possible interventions to enhance the MedRec process (replacing in-person conversations with telephone conversations, reallocating pharmacy technicians (PTs) or adjusting their working schedule) were compared in a computer experiment. The primary outcome was the percentage of patients with an incomplete discharge MedRec. Due to the COVID-19 pandemic, it was possible to add a real-life post hoc intervention (PTs starting their shift later) to the theoretical interventions. Descriptive analysis was performed. RESULTS The queueing model showed that the number of patients with an incomplete discharge MedRec decreased from 37.2% in the original scenario to approximately 16% when the PTs started their shift 2 h earlier and 1 PT was reassigned to prepare the discharge MedRec. The number increased with the real-life post hoc intervention (PTs starting later), which matches a decrease in the computer experiment when started earlier. CONCLUSION Using queueing theory in a computer experiment could identify the most promising theoretical intervention to decrease the percentage of patients discharged prior to MedRec being completed.
Collapse
Affiliation(s)
- W J Kruik-Kollöffel
- Department of Clinical Pharmacy, Ziekenhuisgroep Twente (Hospital Group Twente), Postbus 7600, Almelo and Hengelo, 7600 SZ, The Netherlands.
| | - G A W Moltman
- Center for Healthcare Operations Improvement and Research (CHOIR), University of Twente, Enschede, The Netherlands
| | - M D Wu
- Department of Clinical Pharmacy, Ziekenhuisgroep Twente (Hospital Group Twente), Postbus 7600, Almelo and Hengelo, 7600 SZ, The Netherlands
- Department of Clinical Pharmacy, Isala Hospital, Zwolle, The Netherlands
| | - A Braaksma
- Center for Healthcare Operations Improvement and Research (CHOIR), University of Twente, Enschede, The Netherlands
| | - F Karapinar
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, The Netherlands
| | - R J Boucherie
- Center for Healthcare Operations Improvement and Research (CHOIR), University of Twente, Enschede, The Netherlands
| |
Collapse
|
2
|
De Graef M, Serraes B, Van Rompay V, Dijkstra NE, Heerdink ER, Dilles T. Implementation of Pharmaceutical Technical Assistants on Hospital Wards and Their Impact on Patient Safety and Quality of Care: A Qualitative Study on Nurses' Experiences and Perceptions. J Nurs Manag 2024; 2024:7894331. [PMID: 40224825 PMCID: PMC11919121 DOI: 10.1155/2024/7894331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/12/2024] [Accepted: 05/11/2024] [Indexed: 04/15/2025]
Abstract
Methods In a qualitative descriptive study, between December 2022 and March 2023, 16 semistructured interviews were carried out with a stratified purposive sample of nurses across internal, surgical, and geriatric wards. The inclusion criteria required a minimum of six months of work experience and experience working both day and night shifts. Inductive thematic analysis was performed in NVivo 1.6.1. Results Semistructured interviews revealed three main themes: (1) patient safety and quality of care, (2) organization of care, and (3) role development and collaboration. The implementation of pharmaceutical technical assistants on nursing wards was perceived to reduce the risk of medication errors without compromising care quality, allowing nurses to spend more time on direct patient care. Clear communication procedures were vital for successful implementation, highlighting the need for collaboration and information exchange between pharmaceutical technical assistants and nurses. Continuity in assigning pharmaceutical technical assistants was highlighted as crucial to improve medication safety and quality of care. This is considered an important aspect to ensure a smooth and optimal cooperation between nurses and pharmaceutical technical assistants. Nurses expressed that working with pharmaceutical technical assistants challenged their supervisory role and teamwork dynamics. Conclusions Nurses confirmed the added value of pharmaceutical technical assistants in medication management. Critical factors included dedicated assignments to hospital wards, clear roles, and mutual expectations in collaboration with ward nurses.
Collapse
Affiliation(s)
- Marjan De Graef
- Clinical Nursing and Allied Health Research and Development Group (CNuAH-RD), Nursing and Paramedical Department, Vitaz Hospital and Health Care, Moerlandstraat 1, Sint-Niklaas 9100, Belgium
- NuPhaC, Nurse and Pharmaceutical Care Consortium, Universiteitsplein 1, Wilrijk 2610, Belgium
- Department of Nursing Science and Midwifery, Centre for Research and Innovation in Care (CRIC), Faculty of Medicine and Health Sciences, University of Antwerp, Universiteitsplein 1, Wilrijk 2610, Antwerp, Belgium
| | - Brecht Serraes
- Clinical Nursing and Allied Health Research and Development Group (CNuAH-RD), Nursing and Paramedical Department, Vitaz Hospital and Health Care, Moerlandstraat 1, Sint-Niklaas 9100, Belgium
| | - Veronique Van Rompay
- Clinical Nursing and Allied Health Research and Development Group (CNuAH-RD), Nursing and Paramedical Department, Vitaz Hospital and Health Care, Moerlandstraat 1, Sint-Niklaas 9100, Belgium
| | - Nienke E. Dijkstra
- NuPhaC, Nurse and Pharmaceutical Care Consortium, Universiteitsplein 1, Wilrijk 2610, Belgium
- Research Group Innovations in Healthcare Processes in Pharmacology, University of Applied Sciences Utrecht, P.O. Box 12011, 3501 AA, Utrecht, Netherlands
| | - Eibert R. Heerdink
- NuPhaC, Nurse and Pharmaceutical Care Consortium, Universiteitsplein 1, Wilrijk 2610, Belgium
- Research Group Innovations in Healthcare Processes in Pharmacology, University of Applied Sciences Utrecht, P.O. Box 12011, 3501 AA, Utrecht, Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, P.O. Box 80082, 3508 TB, Utrecht, Netherlands
| | - Tinne Dilles
- NuPhaC, Nurse and Pharmaceutical Care Consortium, Universiteitsplein 1, Wilrijk 2610, Belgium
- Department of Nursing Science and Midwifery, Centre for Research and Innovation in Care (CRIC), Faculty of Medicine and Health Sciences, University of Antwerp, Universiteitsplein 1, Wilrijk 2610, Antwerp, Belgium
| |
Collapse
|
3
|
Identification and evaluation of medication-related issues relating to patient’s own drugs by pharmacy students while on placement in a tertiary hospital. Int J Clin Pharm 2022; 44:575-579. [DOI: 10.1007/s11096-021-01370-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 12/14/2021] [Indexed: 11/05/2022]
|