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Published in: Journal of General Internal Medicine 5/2010

01-05-2010 | Original Article

Results of the Medications At Transitions and Clinical Handoffs (MATCH) Study: An Analysis of Medication Reconciliation Errors and Risk Factors at Hospital Admission

Authors: Kristine M. Gleason, RPh, Molly R. McDaniel, PharmD, Joseph Feinglass, PhD, David W. Baker, MD, MPH, Lee Lindquist, MD, MPH, David Liss, MA, Gary A. Noskin, MD

Published in: Journal of General Internal Medicine | Issue 5/2010

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Abstract

Background

This study was designed to determine risk factors and potential harm associated with medication errors at hospital admission.

Methods

Study pharmacist and hospital-physician medication histories were compared with medication orders to identify unexplained history and order discrepancies in 651 adult medicine service inpatients with 5,701 prescription medications. Discrepancies resulting in order changes were considered errors. Logistic regression was used to analyze the association of patient demographic and clinical characteristics including patients’ number of pre-admission prescription medications, pharmacies, prescribing physicians and medication changes; and presentation of medication bottles or lists. These factors were tested after controlling for patient demographics, admitting service and severity of illness.

Results

Over one-third of study patients (35.9%) experienced 309 order errors; 85% of patients had errors originate in medication histories, and almost half were omissions. Cardiovascular agents were commonly in error (29.1%). If undetected, 52.4% of order errors were rated as potentially requiring increased monitoring or intervention to preclude harm; 11.7% were rated as potentially harmful. In logistic regression analysis, patient’s age ≥65 [odds ratio (OR), 2.17; 95% confidence interval (CI), 1.09–4.30] and number of prescription medications (OR, 1.21; 95% CI, 1.14–1.29) were significantly associated with errors potentially requiring monitoring or causing harm. Presenting a medication list (OR, 0.35; 95% CI, 0.19–0.63) or bottles (OR, 0.55; 95% CI, 0.27–1.10) at admission was beneficial.

Conclusion

Over one-third of the patients in our study had a medication error at admission, and of these patients, 85% had errors originate in their medication histories. Attempts to improve the accuracy of medication histories should focus on older patients with a large number of medications. Primary care physicians and other clinicians should help patients utilize and maintain complete, accurate and understandable medication lists.
Literature
1.
go back to reference Aspden P, Wolcott J, Bootman JL, Cronenwett LR, eds. Preventing medication errors: quality chasm series. Washington: National Academy Press; 2006. Aspden P, Wolcott J, Bootman JL, Cronenwett LR, eds. Preventing medication errors: quality chasm series. Washington: National Academy Press; 2006.
2.
go back to reference Vira T, Colquhoun M, Etchells E. Reconcilable differences: correcting medication errors at hospital admission and discharge. Qual. Saf. Health Care. 2006;15:122–126.CrossRefPubMed Vira T, Colquhoun M, Etchells E. Reconcilable differences: correcting medication errors at hospital admission and discharge. Qual. Saf. Health Care. 2006;15:122–126.CrossRefPubMed
3.
go back to reference Cornish PL, Knowles SR, Marchesano R, et al. Unintended medication discrepancies at the time of hospital admission. Arch Intern Med. 2005;165:424–429.CrossRefPubMed Cornish PL, Knowles SR, Marchesano R, et al. Unintended medication discrepancies at the time of hospital admission. Arch Intern Med. 2005;165:424–429.CrossRefPubMed
4.
go back to reference Tam VC, Knowles SR, Cornish PL, Fine N, Marchesano R, Etchells EE. Frequency, type and clinical importance of medication history errors at admission to hospital: a systematic review. CMAJ. 2005;173:510–515.PubMed Tam VC, Knowles SR, Cornish PL, Fine N, Marchesano R, Etchells EE. Frequency, type and clinical importance of medication history errors at admission to hospital: a systematic review. CMAJ. 2005;173:510–515.PubMed
5.
go back to reference Gleason KM, Groszek JM, Sullivan C, Rooney D, Barnard C, Noskin GA. Reconciliation of discrepancies in medication histories and admission orders of newly hospitalized patients. Am J Health-Syst Pharm. 2004;61:1689–1695.PubMed Gleason KM, Groszek JM, Sullivan C, Rooney D, Barnard C, Noskin GA. Reconciliation of discrepancies in medication histories and admission orders of newly hospitalized patients. Am J Health-Syst Pharm. 2004;61:1689–1695.PubMed
6.
go back to reference Kaboli PJ, McClimon BJ, Hoth AB, Barnett MJ. Assessing the accuracy of computerized medication histories. Am J Manag Care. 2004;10(part2):872–877.PubMed Kaboli PJ, McClimon BJ, Hoth AB, Barnett MJ. Assessing the accuracy of computerized medication histories. Am J Manag Care. 2004;10(part2):872–877.PubMed
7.
go back to reference Lau HS, Florax C, Porsius AJ, Boer A de. The completeness of medication histories in hospital medical records of patients admitted to general internal medicine wards. Br J Clin Pharmacol. 2000;49:597–603.CrossRefPubMed Lau HS, Florax C, Porsius AJ, Boer A de. The completeness of medication histories in hospital medical records of patients admitted to general internal medicine wards. Br J Clin Pharmacol. 2000;49:597–603.CrossRefPubMed
8.
go back to reference Bedell SE, Jabbour S, Goldberg R, et al. Discrepancies in the use of medications: their extent and predictors in an outpatient practice. Arch Intern Med. 2000;160:2129–2134.CrossRefPubMed Bedell SE, Jabbour S, Goldberg R, et al. Discrepancies in the use of medications: their extent and predictors in an outpatient practice. Arch Intern Med. 2000;160:2129–2134.CrossRefPubMed
9.
go back to reference Beers MH, Munekata M, Storrie M. The accuracy of medication histories in the hospital medical records of elderly persons. J Am Geriatr Soc. 1990;38:1183–1187.PubMed Beers MH, Munekata M, Storrie M. The accuracy of medication histories in the hospital medical records of elderly persons. J Am Geriatr Soc. 1990;38:1183–1187.PubMed
10.
go back to reference Leister KA, Edwards WA, Christensen DB, Clarke H. A comparison of patient drug regimens as viewed by the physician, pharmacist and patient. Med Care. 1981;19:658–64.CrossRefPubMed Leister KA, Edwards WA, Christensen DB, Clarke H. A comparison of patient drug regimens as viewed by the physician, pharmacist and patient. Med Care. 1981;19:658–64.CrossRefPubMed
13.
go back to reference Berkman ND, DeWalt DA, Pignone MP, et al. Literacy and Health Outcomes. Evidence Report/Technology Assessment No. 87 (Prepared by RTI International-University of North Carolina Evidence-based Practice Center under Contract No. 290-02-0016). AHRQ Publication No. 04-E007-2. Rockville, MD: Agency for Healthcare July 16, 2009. Berkman ND, DeWalt DA, Pignone MP, et al. Literacy and Health Outcomes. Evidence Report/Technology Assessment No. 87 (Prepared by RTI International-University of North Carolina Evidence-based Practice Center under Contract No. 290-02-0016). AHRQ Publication No. 04-E007-2. Rockville, MD: Agency for Healthcare July 16, 2009.
14.
go back to reference Baker DW, Gazmararian JA, Williams MV, et al. Functional health literacy and the risk of hospital admission among Medicare managed care enrollees. Am J Public Health. 2002;92:1278–1283.CrossRefPubMed Baker DW, Gazmararian JA, Williams MV, et al. Functional health literacy and the risk of hospital admission among Medicare managed care enrollees. Am J Public Health. 2002;92:1278–1283.CrossRefPubMed
16.
go back to reference Forrey RA, Pedersen CA, Schneider PJ. Interrater agreement with a standard scheme for classifying medication errors. Am J Health-Syst Pharm. 2007;64:175–181.CrossRefPubMed Forrey RA, Pedersen CA, Schneider PJ. Interrater agreement with a standard scheme for classifying medication errors. Am J Health-Syst Pharm. 2007;64:175–181.CrossRefPubMed
18.
go back to reference Pippins JR, Gandhi TK, Hamann C, et al. Classifying and predicting errors of inpatient medication reconciliation. J Gen Intern Med. 2008;23:1414–1422.CrossRefPubMed Pippins JR, Gandhi TK, Hamann C, et al. Classifying and predicting errors of inpatient medication reconciliation. J Gen Intern Med. 2008;23:1414–1422.CrossRefPubMed
20.
go back to reference Nester TM, Hale LS. Effectiveness of a pharmacist-acquired medication history in promoting patient safety. Am J Health-Syst Pharm. 2002;59:2221–2225.PubMed Nester TM, Hale LS. Effectiveness of a pharmacist-acquired medication history in promoting patient safety. Am J Health-Syst Pharm. 2002;59:2221–2225.PubMed
21.
go back to reference Lindquist LA, Gleason KM, McDaniel MR, Doeksen A, Liss D. Teaching medication reconciliation through simulation: a patient safety initiative for second year medical students. J Gen Intern Med. 2008;23:998–1001.CrossRefPubMed Lindquist LA, Gleason KM, McDaniel MR, Doeksen A, Liss D. Teaching medication reconciliation through simulation: a patient safety initiative for second year medical students. J Gen Intern Med. 2008;23:998–1001.CrossRefPubMed
22.
go back to reference Bates DW, Miller EB, Cullen DJ, et al. Patient risk factors for adverse drug events in hospitalized patients. ADE Prevention Study Group. Arch Intern Med. 1999;159:2553–2560.CrossRefPubMed Bates DW, Miller EB, Cullen DJ, et al. Patient risk factors for adverse drug events in hospitalized patients. ADE Prevention Study Group. Arch Intern Med. 1999;159:2553–2560.CrossRefPubMed
23.
go back to reference Poon EG, Blumenfeld B, Hamann C, et al. Design and implementation of an application and associated services to support interdisciplinary medication reconciliation efforts at an integrated healthcare delivery network. J Am Med Inform Assoc. 2006;13:581–592.CrossRefPubMed Poon EG, Blumenfeld B, Hamann C, et al. Design and implementation of an application and associated services to support interdisciplinary medication reconciliation efforts at an integrated healthcare delivery network. J Am Med Inform Assoc. 2006;13:581–592.CrossRefPubMed
24.
go back to reference Turchin A, Hamann C, Schnipper JL, et al. Evaluation of an inpatient computerized medication reconciliation system. J Am Med Inform Assoc. 2008;15:449–452.CrossRefPubMed Turchin A, Hamann C, Schnipper JL, et al. Evaluation of an inpatient computerized medication reconciliation system. J Am Med Inform Assoc. 2008;15:449–452.CrossRefPubMed
25.
go back to reference Forster AJ, Murff HJ, Peterson JF, Gandhi TK, Bates DW. The incidence and severity of adverse events affecting patients after discharge from the hospital. Ann Intern Med. 2003;138:161–167.PubMed Forster AJ, Murff HJ, Peterson JF, Gandhi TK, Bates DW. The incidence and severity of adverse events affecting patients after discharge from the hospital. Ann Intern Med. 2003;138:161–167.PubMed
26.
go back to reference Forster AJ, Clark HD, Menard A, et al. Adverse events among medical patients after discharge from hospital. CMAJ. 2004;170(3):345–349.PubMed Forster AJ, Clark HD, Menard A, et al. Adverse events among medical patients after discharge from hospital. CMAJ. 2004;170(3):345–349.PubMed
27.
go back to reference Coleman EA, Smith JD, Raha D, Min SJ. Posthospital medication discrepancies: prevalence and contributing factors. Arch Intern Med. 2005;165:1842–1847.CrossRefPubMed Coleman EA, Smith JD, Raha D, Min SJ. Posthospital medication discrepancies: prevalence and contributing factors. Arch Intern Med. 2005;165:1842–1847.CrossRefPubMed
Metadata
Title
Results of the Medications At Transitions and Clinical Handoffs (MATCH) Study: An Analysis of Medication Reconciliation Errors and Risk Factors at Hospital Admission
Authors
Kristine M. Gleason, RPh
Molly R. McDaniel, PharmD
Joseph Feinglass, PhD
David W. Baker, MD, MPH
Lee Lindquist, MD, MPH
David Liss, MA
Gary A. Noskin, MD
Publication date
01-05-2010
Publisher
Springer-Verlag
Published in
Journal of General Internal Medicine / Issue 5/2010
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-010-1256-6

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