Literature DB >> 21183402

Online detection of potential duplicate medications and changes of physician behavior for outpatients visiting multiple hospitals using national health insurance smart cards in Taiwan.

Min-Huei Hsu1, Yu-Ting Yeh, Chien-Yuan Chen, Chien-Hsiang Liu, Chien-Tsai Liu.   

Abstract

OBJECTIVES: Doctor shopping (or hospital shopping), which means changing doctors (or hospitals) without professional referral for the same or similar illness conditions, is common in Hong Kong, Taiwan and Japan. Due to the lack of infrastructure for sharing health information and medication history among hospitals, doctor-shopping patients are more likely to receive duplicate medications and suffer adverse drug reactions. The Bureau of National Health Insurance (BNHI) adopted smart cards (or NHI-IC cards) as health cards in Taiwan. With their NHI-IC cards, patients can freely access different medical institutions. Because an NHI-IC card carries information about a patient's prescribed medications received from different hospitals nationwide, we used this system to address the problem of duplicate medications for outpatients visiting multiple hospitals.
METHODS: A computerized physician order entry (CPOE) system was enhanced with the capability of accessing NHI-IC cards and providing alerts to physicians when the system detects potential duplicate medications at the time of prescribing. Physician responses to the alerts were also collected to analyze changes in physicians' behavior. Chi-square tests and two-sided z-tests with Bonferroni adjustments for multiple comparisons were used to assess statistical significance of differences in actions taken by physicians over the three months.
RESULTS: The enhanced CPOE system for outpatient services was implemented and installed at the Pediatric and Urology Departments of Taipei Medical University Wan-Fang Hospital in March 2007. The "Change Log" that recorded physician behavior was activated during a 3-month study period from April to June 2007. In 67.93% of patient visits, the physicians read patient NHI-IC cards, and in 16.76% of the reads, the NHI-IC card contained at least one prescribed medication that was taken by the patient. Among the prescriptions issued by physicians, on average, there were 2.36% prescriptions containing at least one medication that might be duplicative to the prior prescriptions stored in NHI-IC cards. The rate of potential duplicate medication alerts for the Pediatric Department was higher than that for the Urology Department (2.78% versus 1.67%). However, the rate of revisions to prescriptions was higher in the Urology Department than the Pediatric Department. Overall, the rate of physicians reviewing and revising their prescriptions was 29.25%; the rate of physicians reviewing without revising their prescriptions was 43.62%; the rate of physicians turning off the alert screens right after the screens popped up (overridden) was 27.13%. Thus, physicians accepted alerts to review their prescriptions with patients in most situations (72.87%). Moreover, over the study period, the rate of total revisions made to prescriptions increased and the "overridden" rate decreased.
CONCLUSIONS: Our approach enhances the capability of CPOE systems using NHI-IC cards as a nationwide infrastructure to provide more complete patient health information and medication history sharing among hospitals in Taiwan. Thus, our system can provide a better prescribing tool to help physicians detect potential duplicate medications for frequent doctor-shopping patients and hence enhance patient safety across hospital boundaries. However, the effectiveness of detecting duplicate medications with our approach is very much dependent on the completeness of NHI-IC cards, which in turn primarily depends on physician use of the cards when prescribing.
Copyright © 2010 Elsevier Ireland Ltd. All rights reserved.

Entities:  

Mesh:

Year:  2010        PMID: 21183402     DOI: 10.1016/j.ijmedinf.2010.11.003

Source DB:  PubMed          Journal:  Int J Med Inform        ISSN: 1386-5056            Impact factor:   4.046


  12 in total

1.  Medication safety alert fatigue may be reduced via interaction design and clinical role tailoring: a systematic review.

Authors:  Mustafa I Hussain; Tera L Reynolds; Kai Zheng
Journal:  J Am Med Inform Assoc       Date:  2019-10-01       Impact factor: 4.497

Review 2.  Substitutes of Prescription Medicines - A Review of Concerns Relevant to Doctors and Patients.

Authors:  Jayant Kumar Kairi; Ashok Kumar Sharma
Journal:  J Clin Diagn Res       Date:  2017-08-01

3.  Health innovation for patient safety improvement.

Authors:  Renukha Sellappans; Siew Siang Chua; Nur Amani Ahmad Tajuddin; Pauline Siew Mei Lai
Journal:  Australas Med J       Date:  2013-01-31

4.  Effects of Shared Electronic Health Record Systems on Drug-Drug Interaction and Duplication Warning Detection.

Authors:  Christoph Rinner; Wilfried Grossmann; Simone Katja Sauter; Michael Wolzt; Walter Gall
Journal:  Biomed Res Int       Date:  2015-11-22       Impact factor: 3.411

5.  A Clinical Decision Support Engine Based on a National Medication Repository for the Detection of Potential Duplicate Medications: Design and Evaluation.

Authors:  Cheng-Yi Yang; Yu-Sheng Lo; Ray-Jade Chen; Chien-Tsai Liu
Journal:  JMIR Med Inform       Date:  2018-01-19

6.  Doctor-Shopping Behaviors among Traditional Chinese Medicine Users in Taiwan.

Authors:  Ming-Hwai Lin; Hsiao-Ting Chang; Chun-Yi Tu; Tzeng-Ji Chen; Shinn-Jang Hwang
Journal:  Int J Environ Res Public Health       Date:  2015-08-07       Impact factor: 3.390

7.  Patterns of nonemergent visits to different healthcare facilities on the same day: a nationwide analysis in Taiwan.

Authors:  Meng-Hsuan Wu; Meng-Ju Wu; Li-Fang Chou; Tzeng-Ji Chen
Journal:  ScientificWorldJournal       Date:  2014-04-22

8.  Detection of potential drug-drug interactions for outpatients across hospitals.

Authors:  Yu-Ting Yeh; Min-Hui Hsu; Chien-Yuan Chen; Yu-Sheng Lo; Chien-Tsai Liu
Journal:  Int J Environ Res Public Health       Date:  2014-01-27       Impact factor: 3.390

9.  Can diabetes patients seeking a second hospital get better care? Results from nested case-control study.

Authors:  Jae-Hyun Kim; Eun-Cheol Park
Journal:  PLoS One       Date:  2019-01-22       Impact factor: 3.240

10.  A Dynamic Relationship between Environmental Degradation, Healthcare Expenditure and Economic Growth in Wavelet Analysis: Empirical Evidence from Taiwan.

Authors:  Cheng-Feng Wu; Fangjhy Li; Hsin-Pei Hsueh; Chien-Ming Wang; Meng-Chen Lin; Tsangyao Chang
Journal:  Int J Environ Res Public Health       Date:  2020-02-21       Impact factor: 3.390

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.