Emergency department-based medication review on outpatient health services utilization: interrupted time series
Open accessAbstract
Background: One in nine emergency department (ED) visits in Canada are caused by adverse drug events, the unintended and harmful effects of medication use. Medication reviews by clinical pharmacists are interventions designed to optimize medications and address adverse drug events to impact patient outcomes. However, the effect of medication reviews on long-term outpatient health services utilization is not well understood. This research studied the effect of medication review performed by clinical pharmacists on long-term outpatient health services utilization. Methods: Data included information from 10,783 patients who were part of a prospective, multi-centre quality improvement evaluation from 2011 to 2013. Outpatient health services utilization was defined as total ED visits and physician contacts, aggregated to four physician specialty groups: general and family practitioners (GP); medical specialists; surgical specialists; and imaging and laboratory specialists. During triage, patients deemed high-risk based on their medical history, were systematically allocated to receive either a medication review (n = 6403) or the standard of care (n = 4380). Medication review involved a critical examination of a patient’s medications to identify and resolve medication-related problems and communicate these results to community care providers. Interrupted time series analysis compared the effect of the intervention on health services utilization relative to the standard of care controlling for pre-intervention differences in utilization. Results: ED-based pharmacist-led medication review did not result in a significant level or trend change in the primary outcome of total outpatient health services utilization. There were also no differences in the secondary outcomes of primary care physician visits or ED visits relative to the standard of care in the 12 months following the intervention. Our findings were consistent when stratified by age, hospital site, and whether patients were discharged on their index visit. Conclusion: This was the first study to measure long-term trends of physician visits following an ED-based medication review. The lack of differences in level and trend of GP and ED visits suggest that pharmacist recommendations may not have been adequately communicated to community-based providers, and/or recommendations may not have affected health care delivery. Future studies should evaluate physician acceptance of pharmacist recommendations and should encourage patient follow-up to community providers.
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The benefits of medication reviews to future health service use are unclear.
“though benefits to future health service use are unclear.50”
From Factors associated with recurrent emergency department visits among people living with dementia: A retrospective cohort study (2023) · cites this paper as [50]
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Cites
Incidence of Adverse Drug Reactions in Hospitalized Patients: A Meta-analysis of Prospective Studies
Lazarou, J., Pomeranz, B. H., & Corey, P. N. (1998) · JAMA · doi:10.1001/jama.279.15.1200 · Cited by 4,807 · see citing works
Segmented regression analysis of interrupted time series studies in medication use research
Wagner, A. K., Soumerai, S. B., Zhang, F., & Ross-Degnan, D. (2002) · Journal of Clinical Pharmacy and Therapeutics · doi:10.1046/j.1365-2710.2002.00430.x · Cited by 3,279 · see citing works
Interrupted time series regression for the evaluation of public health interventions: a tutorial
Lopez Bernal, J., Cummins, S., & Gasparrini, A. (2016) · International Journal of Epidemiology · doi:10.1093/ije/dyw098 · Cited by 3,049 · see citing works
Kripalani, S., LeFevre, F., Phillips, C. O., Williams, M. V., Basaviah, P., & Baker, D. W. (2007) · JAMA · doi:10.1001/jama.297.8.831 · Cited by 2,103 · see citing works
Emergency hospitalizations for adverse drug events in older Americans.
Budnitz, D., Lovegrove, M., Shehab, N., & Richards, C. (2011) · New England Journal of Medicine · doi:10.1056/nejmsa1103053 · Cited by 1,748 · see citing works
Medication Use Leading to Emergency Department Visits for Adverse Drug Events in Older Adults
Budnitz, D. S., Shehab, N., Kegler, S. R., & Richards, C. L. (2007) · Annals of Internal Medicine · doi:10.7326/0003-4819-147-11-200712040-00006 · Cited by 608 · see citing works
Gillespie, U., Alassaad, A., Henrohn, D., Garmo, H., Hammarlund‐Udenaes, M., Toss, H., Kettis-Lindblad, Å., Melhus, H., & Mörlin, C. (2009) · PubMed · doi:10.1001/archinternmed.2009.71 · Cited by 583 · see citing works
Gallagher, P. F., O'Connor, M. N., & O’Mahony, D. (2011) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2011.44 · Cited by 505 · see citing works
Zed, P. J., Abu‐Laban, R. B., Balen, R. M., Loewen, P. S., Hohl, C. M., Brubacher, J. R., Wilbur, K., Wiens, M. O., Samoy, L. J., Lacaria, K., et al. (2008) · Canadian Medical Association Journal · doi:10.1503/cmaj.071594 · Cited by 311 · see citing works
Self-citationMedication review in hospitalised patients to reduce morbidity and mortality
Christensen, M., & Lundh, A. (2016) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008986.pub3 · Cited by 299 · see citing works
Prevalence and Preventability of Drug‐Related Hospital Readmissions: A Systematic Review
Morabet, N. E., Uitvlugt, E. B., van den Bemt, B. J. F., van den Bemt, P. M. L. A., Janssen, M. J. A., & Karapinar‐Çarkit, F. (2018) · Journal of the American Geriatrics Society · doi:10.1111/jgs.15244 · Cited by 245 · see citing works
Patel, H., Bell, D., Molokhia, M., Srishanmuganathan, J., Patel, M., Car, J., & Majeed, A. (2007) · BMC Clinical Pharmacology · doi:10.1186/1472-6904-7-9 · Cited by 206 · see citing works
Impact of inappropriate drug use among hospitalized older adults
Onder, G., Landi, F., Liperoti, R., Fialová, D., Gambassi, G., & Bernabei, R. (2005) · European Journal of Clinical Pharmacology · doi:10.1007/s00228-005-0928-3 · Cited by 176 · see citing works
Beuscart, J., Knol, W., Cullinan, S., Schneider, C., Dalleur, O., Boland, B. B., Thevelin, S., Jansen, P. A. F., O’Mahony, D., Rodondi, N., et al. (2018) · BMC Medicine · doi:10.1186/s12916-018-1007-9 · Cited by 135 · see citing works
Outcomes of Emergency Department Patients Presenting With Adverse Drug Events
Hohl, C. M., Nosyk, B., Kuramoto, L., Zed, P. J., Brubacher, J. R., Abu‐Laban, R. B., Sheps, S. B., & Sobolev, B. G. (2011) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2011.01.003 · Cited by 97 · see citing works
Self-citationHohl, C. M., Zed, P. J., Brubacher, J. R., Abu‐Laban, R. B., Loewen, P. S., & Purssell, R. A. (2009) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2009.10.008 · Cited by 97 · see citing works
Self-citationNickel, C. H., Ruedinger, J. M., Messmer, A. S., Maile, S., Peng, A., Bodmer, M., Kressig, R. W., Kraehenbuehl, S., & Bingisser, R. M. (2013) · Scandinavian Journal of Trauma Resuscitation and Emergency Medicine · doi:10.1186/1757-7241-21-15 · Cited by 84 · see citing works
Lisby, M., Thomsen, A., Nielsen, L. P., Lyhne, N. M., Breum‐Leer, C., Fredberg, U., Jørgensen, H., & Brock, B. (2010) · Basic & Clinical Pharmacology & Toxicology · doi:10.1111/j.1742-7843.2009.00511.x · Cited by 78 · see citing works
Hohl, C. M. (2005) · Academic Emergency Medicine · doi:10.1197/j.aem.2004.08.056 · Cited by 78 · see citing works
Self-citationMedication review in hospitalised patients to reduce morbidity and mortality
Christensen, M., & Lundh, A. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008986.pub2 · Cited by 78 · see citing works
Impact of early in-hospital medication review by clinical pharmacists on health services utilization
Hohl, C. M., Partovi, N., Ghement, I., Wickham, M. E., McGrail, K. M., Reddekopp, L., & Sobolev, B. G. (2017) · PLoS ONE · doi:10.1371/journal.pone.0170495 · Cited by 72 · see citing works
Self-citationClyne, W., Blenkinsopp, A., & Seal, R. L. (2008) · PEARL (University of Plymouth) · Cited by 72 · see citing works
Hohl, C. M., Kuramoto, L., Yu, E., Rogula, B., Stausberg, J., & Sobolev, B. G. (2013) · BMC Health Services Research · doi:10.1186/1472-6963-13-473 · Cited by 70 · see citing works
Self-citationRecognition of adverse drug events in older hospitalized medical patients
on behalf of the WINGS study group, Klopotowska, J. E., Wierenga, P. C., Smorenburg, S. M., Stuijt, C. C. M., Arisz, L., Kuks, P. F. M., Dijkgraaf, M. G. W., Lie‐A‐Huen, L., & de Rooij, S. E. (2012) · European Journal of Clinical Pharmacology · doi:10.1007/s00228-012-1316-4 · Cited by 69 · see citing works
Hohl, C. M., Yu, E., Hunte, G., Brubacher, J. R., Hosseini, F., Argent, C. P., Chan, W. W. Y., Wiens, M. O., Sheps, S. B., & Singer, J. (2012) · Academic Emergency Medicine · doi:10.1111/j.1553-2712.2012.01379.x · Cited by 62 · see citing works
Self-citationContribution of drug related problems to hospital admission in the elderly
Somers, A., Robays, H., Stichele, R. V., Maele, G. V., Bogaert, M., & Petrović, M. (2010) · The journal of nutrition health & aging · doi:10.1007/s12603-009-0237-0 · Cited by 60 · see citing works
Verdoorn, S., Kwint, H., Faber, A., Gussekloo, J., & Bouvy, M. L. (2015) · European Journal of Clinical Pharmacology · doi:10.1007/s00228-015-1908-x · Cited by 55 · see citing works
Hohl, C. M., Badke, K., Zhao, A., Wickham, M. E., Woo, S. A., Sivilotti, M. L. A., & Perry, J. J. (2018) · Academic Emergency Medicine · doi:10.1111/acem.13407 · Cited by 46 · see citing works
Self-citationTransitions to long-term and residential care among older Canadians.
Garner, R., Tanuseputro, P., Manuel, D. G., & Sanmartin, C. (2018) · PubMed · Cited by 46 · see citing works
Cortejoso, L., Dietz, R. A., Hofmann, G., Gosch, M., & Sattler, A. (2016) · Clinical Interventions in Aging · doi:10.2147/cia.s109048 · Cited by 43 · see citing works
Medication Review and Patient Outcomes in an Orthopedic Department: A Randomized Controlled Study
Lisby, M., Bonnerup, D. K., Brock, B., Gregersen, P. A., Jensen, J., Larsen, M.-L., Rungby, J., Sonne, J., Mainz, J., & Nielsen, L. P. (2015) · Journal of Patient Safety · doi:10.1097/pts.0000000000000173 · Cited by 36 · see citing works
The efficacy of a medication review programme conducted in an emergency department
Perrín, R. S., Calderón-Hernanz, B., Jiménez-Díaz, G., Galán-Ramos, N., Carvajal, M. T. M., Rodríguez-Camacho, J. M., Serra-Simó, P., García-Ortiz, J. C., Tarradas-Torras, J., Palomares, A. G., et al. (2019) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-019-00836-0 · Cited by 32 · see citing works
Okere, A. N., Renier, C. M., & Tomsche, J. J. (2015) · Journal of Managed Care & Specialty Pharmacy · doi:10.18553/jmcp.2015.21.4.298 · Cited by 16 · see citing works
Hohl, C. M., McGrail, K., & Sobolev, B. G. (2015) · CMAJ Open · doi:10.9778/cmajo.20140010 · Cited by 15 · see citing works
Self-citationMerandi, J. M., Sapko, M. M., Catt, C., & Hoffman, J. (2017) · Pediatrics in Review · doi:10.1542/pir.2015-0153 · Cited by 12 · see citing works
The Burden of Repeat Prescribing Medications after a Related Adverse Drug Event
Welk, B. K., Richard, L., Winick‐Ng, J., Shariff, S. Z., & Clemens, K. K. (2018) · Healthcare Quarterly · doi:10.12927/hcq.2018.25526 · Cited by 11 · see citing works
Évaluation de la qualité des interventions pharmaceutiques chez le sujet âgé de plus de 75 ans
Ziane, A., Ngami, C., Youb, R., Atri, M. H., Aikpa, R., Kabirian, F., & Fauvelle, F. (2013) · Journal de Pharmacie Clinique · doi:10.1684/jpc.2013.0261 · Cited by 9 · see citing works
Provider Responsiveness to Pharmacist Recommendations in a Population Health Setting
Lasota, S. T., Merrey, J. W., Ross, P. A., Bishop, M. A., & Feeser, S. A. (2019) · The Senior Care Pharmacist · doi:10.4140/tcp.n.2019.308 · Cited by 6 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [3]Zed PJ, Abu-Laban RB, Balen RM, et al. Incidence, severity and preventability of medication-related visits to the emergency department: a prospective study. CMAJ. 2008;178(12):1563–9. PMC2396352 18519904
- [18]Hohl CM Badke K Zhao A Prospective validation of clinical criteria to identify emergency department patients at high risk for adverse drug events Acad Emerg Med 2018 25 9 1015 1026 29517818 PMC6175415
Cited by
Sorted by citations
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Skains, R. M., Hayes, J. M., Selman, K., Zhang, Y., Thatphet, P., Toda, K., Hayes, B. D., Tayes, C., Casey, M. F., Moreton, E., et al. (2025) · JAMA Network Open · doi:10.1001/jamanetworkopen.2025.0814 · Cited by 24 · see citing works
Enhancing healthcare access for an older population: The age‐friendly emergency department
Lee, S., Skains, R. M., Magidson, P. D., Qadoura, N., Liu, S. W., & Southerland, L. T. (2024) · Journal of the American College of Emergency Physicians Open · doi:10.1002/emp2.13182 · Cited by 14 · see citing works
Nymoen, L. D., Flatebø, T. E., Moger, T. A., Øie, E., Molden, E., & Viktil, K. K. (2022) · PLoS ONE · doi:10.1371/journal.pone.0274907 · Cited by 13 · see citing works
Rahman, R., Nikolik, B., de Ridder, M. A. J., Hoek, A. E., Janssen, M. J. A., Schuit, S. C. E., Karapinar‐Çarkit, F., & van den Bemt, P. M. L. A. (2022) · BMC Health Services Research · doi:10.1186/s12913-022-08696-7 · Cited by 9 · see citing works
Jones, A., Watt, J. A., Maclagan, L. C., Swayze, S., Jaakkimainen, L., Schull, M. J., & Bronskill, S. E. (2023) · Journal of the American Geriatrics Society · doi:10.1111/jgs.18457 · Cited by 8 · see citing works
van Nuland, M., Butterhoff‐Terlingen, M. H., Verwijmeren, K., Berger, F. A., Hogervorst, V. M., de Jonghe, A., & van der Linden, P. D. (2023) · BMC Geriatrics · doi:10.1186/s12877-023-03942-x · Cited by 7 · see citing works
Celikkayalar, E., Puustinen, J., Palmgrén, J. J., & Airaksinen, M. (2021) · Integrated Pharmacy Research and Practice · doi:10.2147/iprp.s280523 · Cited by 6 · see citing works
Duncan, R., Cheng, L., Law, M. R., Shojania, K., Vera, M. A. D., & Harrison, M. J. (2022) · BMC Health Services Research · doi:10.1186/s12913-022-07715-x · Cited by 5 · see citing works
Self-citationWuyts, J., Foulon, V., Allemann, S. S., & Boeni, F. (2025) · BMC Health Services Research · doi:10.1186/s12913-024-12024-6 · Cited by 4 · see citing works
Alhmoud, E., Elamin, W., Barazi, R., Alkudsi, Z., Zahrah, F., & Hadi, M. A. (2025) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-025-02057-0 · Cited by 4 · see citing works
Drug-Related Problems in Elderly Patients Attended to by Emergency Services
Ramos, J. R., Plaza‐Díaz, A., Nuez, C. R., Fernández‐Morató, J., González-Bueno, J., Barrera-Puigdollers, M. T., García-Peláez, M., Rudi, N., Andión, M. B., Martín-Paniello, C. S., et al. (2023) · Journal of Clinical Medicine · doi:10.3390/jcm13010003 · Cited by 3 · see citing works
Goldberg, E. M., Dresden, S. M., & Carpenter, C. R. (2023) · Journal of the American Geriatrics Society · doi:10.1111/jgs.18619 · Cited by 2 · see citing works
Information Transfer Practices Between Hospitals and Primary Care for Older Adults: A Scoping Review
Yang, D., Alkot, M., Faucher-Jabado, G., Kamyab, R., Quaiattini, A., Desmarais, P., Huang, Y. Q., Ahmad, S., Richer, C., Rouabhia, D., et al. (2026) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2026.106372 · Cited by 1 · see citing works
Fischer, H. J., Hahn, E. E., Li, B. H., Munoz‐Plaza, C. E., Luong, T. Q., Harrison, T. N., Slezak, J. M., Sim, J. J., Mittman, B. S., Lee, E. A., et al. (2022) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/j.jcjq.2022.01.003
Mulrooney, W., Wilson, C., Pilbery, R., Fisher, R., Whiterod, S., Smith, H., Turner, E., Edmonds, H., Webster, P., Prestwich, G., et al. (2025) · Emergency Care and Medicine · doi:10.3390/ecm2040049
van Nuland, M., Butterhoff‐Terlingen, M. H., Verwijmeren, K., Berger, F. A., Hogervorst, V. M., de Jonghe, A., & van der Linden, P. D. (2023) · Figshare · doi:10.6084/m9.figshare.22624096
Avcı, S., Gundogan, A., DİNAR, A. B. K., Erol, A., Yazıcı, M., Mert, C. B., Alpay, K. C., Avlagi, G. K., ÇELİK, M. M. Ö., Erdinçler, U. D., et al. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15093222
- Authors
- Kitchen, S. A., McGrail, K., Wickham, M. E., Law, M. R., & Hohl, C. M.
- Affiliations
- University of British Columbia (CA)
- UBC Centre for Health Services and Policy Research (CA)
- Corresponding author
- Hohl, Corinne M.
- Venue
- BMC Health Services Research
- Published
- 2020-03-26
- Volume
- 20
- Issue
- 1
- Pages
- 254-254
- ISSN
- 1472-6963 (ISSN-L)
- PMC
- PMC7098150
- OpenAlex
- W3013294735
- Cited by
- 17
- References
- 38
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 1 · 2023: 5 · 2022: 4 · 2021: 1
- FWCI
- 1.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMC Health Services Research (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- cIRcle (University of British Columbia) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Open Collections
- Funders
- Vancouver Coastal Health Research Institute (N/A)
- BC Ministry of Health (N/A)
- Topics
- Health Sciences › Medicine › Geriatrics and Gerontology › Pharmaceutical Practices and Patient Outcomes
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacy and Medical Practices
- Health Sciences › Medicine › Emergency Medicine › Emergency and Acute Care Studies
- Keywords
- clinical pharmacists, adverse drug reactions, emergency department visits, physician visits, drug-related problems, pharmacist recommendations, primary care
- MeSH terms
- Adult, Aged, Aged, 80 and over, Ambulatory Care, Canada, Emergency Service, Hospital, Female, Humans, Male, Middle Aged, Patient Acceptance of Health Care, Prospective Studies, Drug Utilization Review, Young Adult, Interrupted Time Series Analysis
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