Detection and correct handling of prescribing errors in Dutch hospital pharmacies using test patients

Background Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency of detected and correctly handled prescribing errors is unclear, as are factors associated with correct handling. Objective To examine the f...

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Published inInternational journal of clinical pharmacy Vol. 35; no. 6; pp. 1188 - 1202
Main Authors Beex-Oosterhuis, Marieke M., de Vogel, Ed M., van der Sijs, Heleen, Dieleman, Hetty G., van den Bemt, Patricia M. L. A.
Format Journal Article
LanguageEnglish
Published Dordrecht Springer Netherlands 01.12.2013
Springer Nature B.V
Subjects
Online AccessGet full text
ISSN2210-7703
2210-7711
2210-7711
DOI10.1007/s11096-013-9848-y

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Abstract Background Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency of detected and correctly handled prescribing errors is unclear, as are factors associated with correct handling. Objective To examine the frequency of detection of prescribing errors and the frequency of correct handling, as well as factors associated with correct handling of prescribing errors by hospital pharmacists and pharmacy technicians. Setting This study was conducted in 57 Dutch hospital pharmacies. Method Prospective observational study with test patients, using a case–control design to identify factors associated with correct handling. A questionnaire was used to collect the potential factors. Test patients containing prescribing errors were developed by an expert panel of hospital pharmacists (a total of 40 errors in nine medication records divided among three test patients; each test patient was used in 3 rounds; on average 4.5 prescribing error per patient per round). Prescribing errors were defined as dosing errors or therapeutic errors (contra-indication, drug–drug interaction, (pseudo)duplicate medication). The errors were selected on relevance and unequivocalness. The panel also defined how the errors should be handled in practice using national guidelines and this was defined as ‘correct handling’. The test patients had to be treated as real patients while conducting medication surveillance. The pharmacists and technicians were asked to report detected errors to the investigator. Main outcome measure The percentages of detected and correctly handled prescribing errors were the main outcome measures. Factors associated with correct handling were determined, using multivariate logistic regression analysis. Results Fifty-nine percent of the total number of intentionally added prescribing errors were detected and 57 % were handled correctly by the hospital pharmacists and technicians. The use of a computer system for medication surveillance compared to no computer system was independently associated with correct handling [odds ratio (OR) 15.39 (95 % confidence interval (CI) 3.62–65.50] for computerized physician order entry system; OR 15.40 (95 % CI 3.61–65.70) for order entry by pharmacy technicians), but because the reference category contained only one hospital these results can’t be interpreted. Furthermore, manual screening of dosages in children with or without computerized surveillance compared to no dosage checks for children [OR 2.02 (95 % CI 1.06–3.84)], qualified pharmacy technicians compared to no qualified pharmacy technicians [OR 1.32 (95 % CI 1.03–1.67)] and pharmacy technicians using protocols compared to ones not using protocols [OR 1.30 (95 % CI 1.04–1.61)] were independently associated with correct handling. Conclusion This study showed that the quality of medication surveillance in Dutch hospital pharmacies can be subject to improvement and the identified factors may give direction to such improvements.
AbstractList Background Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency of detected and correctly handled prescribing errors is unclear, as are factors associated with correct handling. Objective To examine the frequency of detection of prescribing errors and the frequency of correct handling, as well as factors associated with correct handling of prescribing errors by hospital pharmacists and pharmacy technicians. Setting This study was conducted in 57 Dutch hospital pharmacies. Method Prospective observational study with test patients, using a case-control design to identify factors associated with correct handling. A questionnaire was used to collect the potential factors. Test patients containing prescribing errors were developed by an expert panel of hospital pharmacists (a total of 40 errors in nine medication records divided among three test patients; each test patient was used in 3 rounds; on average 4.5 prescribing error per patient per round). Prescribing errors were defined as dosing errors or therapeutic errors (contra-indication, drug-drug interaction, (pseudo)duplicate medication). The errors were selected on relevance and unequivocalness. The panel also defined how the errors should be handled in practice using national guidelines and this was defined as 'correct handling'. The test patients had to be treated as real patients while conducting medication surveillance. The pharmacists and technicians were asked to report detected errors to the investigator. Main outcome measure The percentages of detected and correctly handled prescribing errors were the main outcome measures. Factors associated with correct handling were determined, using multivariate logistic regression analysis. Results Fifty-nine percent of the total number of intentionally added prescribing errors were detected and 57 % were handled correctly by the hospital pharmacists and technicians. The use of a computer system for medication surveillance compared to no computer system was independently associated with correct handling [odds ratio (OR) 15.39 (95 % confidence interval (CI) 3.62-65.50] for computerized physician order entry system; OR 15.40 (95 % CI 3.61-65.70) for order entry by pharmacy technicians), but because the reference category contained only one hospital these results can't be interpreted. Furthermore, manual screening of dosages in children with or without computerized surveillance compared to no dosage checks for children [OR 2.02 (95 % CI 1.06-3.84)], qualified pharmacy technicians compared to no qualified pharmacy technicians [OR 1.32 (95 % CI 1.03-1.67)] and pharmacy technicians using protocols compared to ones not using protocols [OR 1.30 (95 % CI 1.04-1.61)] were independently associated with correct handling. Conclusion This study showed that the quality of medication surveillance in Dutch hospital pharmacies can be subject to improvement and the identified factors may give direction to such improvements.[PUBLICATION ABSTRACT]
Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency of detected and correctly handled prescribing errors is unclear, as are factors associated with correct handling. To examine the frequency of detection of prescribing errors and the frequency of correct handling, as well as factors associated with correct handling of prescribing errors by hospital pharmacists and pharmacy technicians. This study was conducted in 57 Dutch hospital pharmacies. Prospective observational study with test patients, using a case-control design to identify factors associated with correct handling. A questionnaire was used to collect the potential factors. Test patients containing prescribing errors were developed by an expert panel of hospital pharmacists (a total of 40 errors in nine medication records divided among three test patients; each test patient was used in 3 rounds; on average 4.5 prescribing error per patient per round). Prescribing errors were defined as dosing errors or therapeutic errors (contra-indication, drug-drug interaction, (pseudo)duplicate medication). The errors were selected on relevance and unequivocalness. The panel also defined how the errors should be handled in practice using national guidelines and this was defined as 'correct handling'. The test patients had to be treated as real patients while conducting medication surveillance. The pharmacists and technicians were asked to report detected errors to the investigator. The percentages of detected and correctly handled prescribing errors were the main outcome measures. Factors associated with correct handling were determined, using multivariate logistic regression analysis. Fifty-nine percent of the total number of intentionally added prescribing errors were detected and 57 % were handled correctly by the hospital pharmacists and technicians. The use of a computer system for medication surveillance compared to no computer system was independently associated with correct handling [odds ratio (OR) 15.39 (95 % confidence interval (CI) 3.62-65.50] for computerized physician order entry system; OR 15.40 (95 % CI 3.61-65.70) for order entry by pharmacy technicians), but because the reference category contained only one hospital these results can't be interpreted. Furthermore, manual screening of dosages in children with or without computerized surveillance compared to no dosage checks for children [OR 2.02 (95 % CI 1.06-3.84)], qualified pharmacy technicians compared to no qualified pharmacy technicians [OR 1.32 (95 % CI 1.03-1.67)] and pharmacy technicians using protocols compared to ones not using protocols [OR 1.30 (95 % CI 1.04-1.61)] were independently associated with correct handling. This study showed that the quality of medication surveillance in Dutch hospital pharmacies can be subject to improvement and the identified factors may give direction to such improvements.
Background Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency of detected and correctly handled prescribing errors is unclear, as are factors associated with correct handling. Objective To examine the frequency of detection of prescribing errors and the frequency of correct handling, as well as factors associated with correct handling of prescribing errors by hospital pharmacists and pharmacy technicians. Setting This study was conducted in 57 Dutch hospital pharmacies. Method Prospective observational study with test patients, using a case–control design to identify factors associated with correct handling. A questionnaire was used to collect the potential factors. Test patients containing prescribing errors were developed by an expert panel of hospital pharmacists (a total of 40 errors in nine medication records divided among three test patients; each test patient was used in 3 rounds; on average 4.5 prescribing error per patient per round). Prescribing errors were defined as dosing errors or therapeutic errors (contra-indication, drug–drug interaction, (pseudo)duplicate medication). The errors were selected on relevance and unequivocalness. The panel also defined how the errors should be handled in practice using national guidelines and this was defined as ‘correct handling’. The test patients had to be treated as real patients while conducting medication surveillance. The pharmacists and technicians were asked to report detected errors to the investigator. Main outcome measure The percentages of detected and correctly handled prescribing errors were the main outcome measures. Factors associated with correct handling were determined, using multivariate logistic regression analysis. Results Fifty-nine percent of the total number of intentionally added prescribing errors were detected and 57 % were handled correctly by the hospital pharmacists and technicians. The use of a computer system for medication surveillance compared to no computer system was independently associated with correct handling [odds ratio (OR) 15.39 (95 % confidence interval (CI) 3.62–65.50] for computerized physician order entry system; OR 15.40 (95 % CI 3.61–65.70) for order entry by pharmacy technicians), but because the reference category contained only one hospital these results can’t be interpreted. Furthermore, manual screening of dosages in children with or without computerized surveillance compared to no dosage checks for children [OR 2.02 (95 % CI 1.06–3.84)], qualified pharmacy technicians compared to no qualified pharmacy technicians [OR 1.32 (95 % CI 1.03–1.67)] and pharmacy technicians using protocols compared to ones not using protocols [OR 1.30 (95 % CI 1.04–1.61)] were independently associated with correct handling. Conclusion This study showed that the quality of medication surveillance in Dutch hospital pharmacies can be subject to improvement and the identified factors may give direction to such improvements.
Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency of detected and correctly handled prescribing errors is unclear, as are factors associated with correct handling.BACKGROUNDHospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency of detected and correctly handled prescribing errors is unclear, as are factors associated with correct handling.To examine the frequency of detection of prescribing errors and the frequency of correct handling, as well as factors associated with correct handling of prescribing errors by hospital pharmacists and pharmacy technicians.OBJECTIVETo examine the frequency of detection of prescribing errors and the frequency of correct handling, as well as factors associated with correct handling of prescribing errors by hospital pharmacists and pharmacy technicians.This study was conducted in 57 Dutch hospital pharmacies.SETTINGThis study was conducted in 57 Dutch hospital pharmacies.Prospective observational study with test patients, using a case-control design to identify factors associated with correct handling. A questionnaire was used to collect the potential factors. Test patients containing prescribing errors were developed by an expert panel of hospital pharmacists (a total of 40 errors in nine medication records divided among three test patients; each test patient was used in 3 rounds; on average 4.5 prescribing error per patient per round). Prescribing errors were defined as dosing errors or therapeutic errors (contra-indication, drug-drug interaction, (pseudo)duplicate medication). The errors were selected on relevance and unequivocalness. The panel also defined how the errors should be handled in practice using national guidelines and this was defined as 'correct handling'. The test patients had to be treated as real patients while conducting medication surveillance. The pharmacists and technicians were asked to report detected errors to the investigator.METHODProspective observational study with test patients, using a case-control design to identify factors associated with correct handling. A questionnaire was used to collect the potential factors. Test patients containing prescribing errors were developed by an expert panel of hospital pharmacists (a total of 40 errors in nine medication records divided among three test patients; each test patient was used in 3 rounds; on average 4.5 prescribing error per patient per round). Prescribing errors were defined as dosing errors or therapeutic errors (contra-indication, drug-drug interaction, (pseudo)duplicate medication). The errors were selected on relevance and unequivocalness. The panel also defined how the errors should be handled in practice using national guidelines and this was defined as 'correct handling'. The test patients had to be treated as real patients while conducting medication surveillance. The pharmacists and technicians were asked to report detected errors to the investigator.The percentages of detected and correctly handled prescribing errors were the main outcome measures. Factors associated with correct handling were determined, using multivariate logistic regression analysis.MAIN OUTCOME MEASUREThe percentages of detected and correctly handled prescribing errors were the main outcome measures. Factors associated with correct handling were determined, using multivariate logistic regression analysis.Fifty-nine percent of the total number of intentionally added prescribing errors were detected and 57 % were handled correctly by the hospital pharmacists and technicians. The use of a computer system for medication surveillance compared to no computer system was independently associated with correct handling [odds ratio (OR) 15.39 (95 % confidence interval (CI) 3.62-65.50] for computerized physician order entry system; OR 15.40 (95 % CI 3.61-65.70) for order entry by pharmacy technicians), but because the reference category contained only one hospital these results can't be interpreted. Furthermore, manual screening of dosages in children with or without computerized surveillance compared to no dosage checks for children [OR 2.02 (95 % CI 1.06-3.84)], qualified pharmacy technicians compared to no qualified pharmacy technicians [OR 1.32 (95 % CI 1.03-1.67)] and pharmacy technicians using protocols compared to ones not using protocols [OR 1.30 (95 % CI 1.04-1.61)] were independently associated with correct handling.RESULTSFifty-nine percent of the total number of intentionally added prescribing errors were detected and 57 % were handled correctly by the hospital pharmacists and technicians. The use of a computer system for medication surveillance compared to no computer system was independently associated with correct handling [odds ratio (OR) 15.39 (95 % confidence interval (CI) 3.62-65.50] for computerized physician order entry system; OR 15.40 (95 % CI 3.61-65.70) for order entry by pharmacy technicians), but because the reference category contained only one hospital these results can't be interpreted. Furthermore, manual screening of dosages in children with or without computerized surveillance compared to no dosage checks for children [OR 2.02 (95 % CI 1.06-3.84)], qualified pharmacy technicians compared to no qualified pharmacy technicians [OR 1.32 (95 % CI 1.03-1.67)] and pharmacy technicians using protocols compared to ones not using protocols [OR 1.30 (95 % CI 1.04-1.61)] were independently associated with correct handling.This study showed that the quality of medication surveillance in Dutch hospital pharmacies can be subject to improvement and the identified factors may give direction to such improvements.CONCLUSIONThis study showed that the quality of medication surveillance in Dutch hospital pharmacies can be subject to improvement and the identified factors may give direction to such improvements.
Author de Vogel, Ed M.
Dieleman, Hetty G.
Beex-Oosterhuis, Marieke M.
van den Bemt, Patricia M. L. A.
van der Sijs, Heleen
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  fullname: de Vogel, Ed M.
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/24062191$$D View this record in MEDLINE/PubMed
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ISSN 2210-7703
2210-7711
IngestDate Thu Oct 02 05:11:21 EDT 2025
Fri Oct 03 11:10:32 EDT 2025
Thu Apr 03 06:50:30 EDT 2025
Wed Oct 01 03:39:38 EDT 2025
Thu Apr 24 23:07:49 EDT 2025
Fri Feb 21 02:25:03 EST 2025
IsPeerReviewed true
IsScholarly true
Issue 6
Keywords Medication surveillance
Netherlands
Presciption errors
Computerized physician order entry system
Quality
Potentially inappropriate medication
Hospital pharmacist
Language English
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crossref_primary_10_1007_s11096_013_9848_y
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PublicationDate 20131200
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  year: 2013
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PublicationPlace Dordrecht
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PublicationSubtitle International Journal of Clinical Pharmacy and Pharmaceutical Care
PublicationTitle International journal of clinical pharmacy
PublicationTitleAbbrev Int J Clin Pharm
PublicationTitleAlternate Int J Clin Pharm
PublicationYear 2013
Publisher Springer Netherlands
Springer Nature B.V
Publisher_xml – name: Springer Netherlands
– name: Springer Nature B.V
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8026662 - Fam Med. 1994 Mar;26(3):168-71
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12719197 - Arch Intern Med. 2003 Apr 28;163(8):893-900
19706588 - Pediatrics. 2009 Sep;124(3):935-40
9794315 - JAMA. 1998 Oct 21;280(15):1339-46
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Snippet Background Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency...
Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency of...
Background Hospital pharmacists and pharmacy technicians play a major role in detecting prescribing errors by medication surveillance. At present the frequency...
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StartPage 1188
SubjectTerms Adult
Aged
Case-Control Studies
Child
Clinical Pharmacy Information Systems - statistics & numerical data
Computerized physician order entry
Hospitals
Humans
Internal Medicine
Logistic Models
Medical errors
Medical Order Entry Systems - statistics & numerical data
Medication Errors - prevention & control
Medication Errors - statistics & numerical data
Medicine
Medicine & Public Health
Multivariate Analysis
Netherlands
Patient safety
Pharmacists
Pharmacists - organization & administration
Pharmacology
Pharmacy
Pharmacy Service, Hospital - organization & administration
Practice Guidelines as Topic
Prospective Studies
Research Article
Surveys and Questionnaires
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Title Detection and correct handling of prescribing errors in Dutch hospital pharmacies using test patients
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