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Westbrook JI, Wabe N, Raban MZ. Using AI to improve medication safety. Nat Med 2024; 30:1531-1532. [PMID: 38720001 DOI: 10.1038/s41591-024-02980-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Affiliation(s)
- Johanna I Westbrook
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia.
| | - Nasir Wabe
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Magdalena Z Raban
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
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Huang YM, Wang YH, Chan HY, Ho YF. A Qualitative Approach to Exploring Workflow and Cost Factors of Dispensing Services in Community Pharmacies in Taiwan. J Multidiscip Healthc 2023; 16:3179-3188. [PMID: 37915978 PMCID: PMC10617403 DOI: 10.2147/jmdh.s432828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 10/16/2023] [Indexed: 11/03/2023] Open
Abstract
Purpose This study aimed to thoroughly document the process and cost factors involved in dispensing services within a community pharmacy. Methods Using a cross-sectional design, this study incorporated a pragmatic and descriptive qualitative approach to outline pharmacists' viewpoints on providing dispensing services in community settings. A purposive sampling was employed to recruit pharmacists from geographically different community pharmacies, spanning from March to July 2022. Semi-structured interviews with direct content analysis were conducted through face-to-face interactions to gather firsthand insights into pharmacists' professional dispensing services. The data underwent analysis through descriptive and in vivo coding techniques to categorize, define, and label themes, thereby identifying key steps and cost components in the prescription dispensing process. The qualitative data management software, MAXQDA 2020, was utilized for data management and maintenance. Results Ten community pharmacists participated in the study, cooperatively completing the interview process. Of these, 7 were male and 3 were female, with age ranging from 29 to 62 years. The average length of pharmacy practice experience was 11.4 years. The study revealed six integral steps in the dispensing process: (1) receiving and clarifying legality and completeness of prescriptions, (2) profiling and verifying patient prescriptions, (3) preparing prescription labels and containers, (4) dispensing right medications with right quantity, (5) inspecting dispensing accuracy, (6) handing over medications and providing counseling. Along with these processes, pharmacists emphasized that pharmacy manpower, representing a substantial portion of the associated costs, determines the success and quality of the dispensing service. Additionally, rental, utilities, consumables, and physical equipment were identified as other important cost factors associated with carrying out pharmacy dispensing services. Conclusion The study offers a comprehensive understanding of the dispensing service workflow within community pharmacies. The findings may inform key stakeholders and policymakers about required resources for enhancing and sustaining quality dispensing services for the public in Taiwan.
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Affiliation(s)
- Yen-Ming Huang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
- Department of Pharmacy, National Taiwan University Hospital, Taipei, 100229, Taiwan
| | - Yao-Hsing Wang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
- Honest Pharmacy, Taichung, 408483, Taiwan
| | - Hsun-Yu Chan
- Department of Industrial Education, National Taiwan Normal University, Taipei, 106308, Taiwan
| | - Yunn-Fang Ho
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
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Tang G, Izumi K, Izumisawa M, Koyama S. Analysis of Japanese consumers' attitudes toward the digital transformation of OTC medicine purchase behavior and eHealth literacy: an online survey for digital experience design. Front Digit Health 2023; 5:1173229. [PMID: 37293181 PMCID: PMC10244771 DOI: 10.3389/fdgth.2023.1173229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 05/09/2023] [Indexed: 06/10/2023] Open
Abstract
Introduction Since the enactment of the revised Pharmaceutical Affairs Act in Japan in 2009, self-medication practices have increased in the country. However, studies report that consumers pay little attention to the medication facts and risks indicated on the packages of over-the-counter (OTC) medicines, which could be a potential risk. Since the COVID-19 pandemic, the digital transformation of purchasing OTC medicines has progressed. As an appropriate design for the digital transformation is likely to improve consumers' literacy and them obtaining medical information, this study systematically examines Japanese consumers' attitudes toward the digital transformation of OTC medicine purchase behavior and its correlation to eHealth literacy, exploring an appropriate digital experience design in purchasing OTC medicine. Methods Participants from the Greater Tokyo Area of Japan participated in an online survey. Consumers' current behavior and preferences in accessing OTC medicine, receiving medication guidance, and obtaining medical information were examined. eHealth literacy was assessed using the J-eHEALS. Descriptive statistics, text mining, and thematic analysis were conducted to answer research questions. Results Over 89% of the respondents who had experience in purchasing OTC medicines preferred local pharmacies or stores rather than online purchasing, p < 0.001. Obtaining medicine guidance in pharmacies or stores was the main preference over other approaches, p < 0.001. Furthermore, most of the participants accepted selecting medicine on shelves and digital screens in-store. However, they were accustomed to using smartphones to obtain additional information at the pharmacy or drug store, p < 0.001; this behavior was positively correlated with eHealth literacy, p < 0.001. Conclusions Japanese consumers are seeking a combination of conventional and digital behaviors for purchasing OTC medicine rather than opting for a particular method. Most consumers prefer purchasing and receiving instructions in-store while searching for additional decision-making information online. eHealth literacy is positively associated with digital behaviors of OTC medicine information acquisition but less associated with medicine purchases and selections. The hybrid digital experience design may enhance the OTC medicine purchase experience and reduce potential risks by providing appropriate information.
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Affiliation(s)
- Guyue Tang
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Kairi Izumi
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | | | - Shinichi Koyama
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
- Faculty of Art and Design, University of Tsukuba, Ibaraki, Japan
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Huang YM, Chan HY, Wang YH, Ho YF. Effects of a blended multimedia teaching approach on self-efficacy and skills in over-the-counter medication counselling versus a lecture-based approach: protocol for a prospective cohort study of undergraduate students from a pharmacy school in Taiwan. BMJ Open 2023; 13:e068738. [PMID: 36697044 PMCID: PMC9884897 DOI: 10.1136/bmjopen-2022-068738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
INTRODUCTION Addressing communication skills in pharmacy curricula is one of the effective tactics to equip future pharmacists with better skillsets for medication counselling. To achieve this, blended teaching of PowerPoint slides and videos holds great potential for undergraduate pharmacy education majors by integrating multimedia and performance feedback into instruction. This study will develop a blended teaching programme featuring didactic lectures with video-based materials to improve students' self-efficacy and skills in medication counselling. METHODS AND ANALYSIS This study applies critical principles and effects outlined in multimedia learning by Richard Mayer et al to develop teaching materials and perform skill evaluation for two undergraduate cohorts (class of 2025 and 2026) enrolled in Introduction to Community Pharmacy separately in 2022 and 2023. Students will receive different teaching approaches to medication counselling. In the control cohort (ie, class of 2025), students will receive a 4-week PowerPoint slides-based instruction in communication skills. We will develop six videos illustrating common scenarios of over-the-counter (OTC) medication counselling in community pharmacies. In the intervention cohort (ie, class of 2026), students will receive a 3-week PowerPoint slides-based instruction and a week-long video-based instruction in communication skills. A pre-and-post survey will be administered to evaluate students' self-efficacy in OTC counselling. In addition, each student will be evaluated through one-on-one role-playing with standardised patients in the final to demonstrate their skills in OTC counselling. A structured checklist will be used to assess students' counselling skills. T-tests will be applied to examine differences in self-efficacy of OTC counselling. Multivariate regression analyses will determine which teaching approach better facilitates the development of self-efficacy and performance in OTC counselling. ETHICS AND DISSEMINATION The Research Ethics Committee of the National Taiwan University Hospital approved this study. The findings will be shared with pharmacy educators and contribute to existing instructional methods to facilitate the competence of pharmacy students in OTC counselling.
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Affiliation(s)
- Yen-Ming Huang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
- Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan
| | - Hsun-Yu Chan
- Department of Industrial Education, National Taiwan Normal University, Taipei, Taiwan
| | - Yao-Hsing Wang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
- Profession and Quality Pharmacy, Taipei, Taiwan
| | - Yunn-Fang Ho
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
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Al-Kubaisi KA, Abduelkarem AR, Elnour AA, Khidir IYE, Hassanein MM. The usage pattern of patients' drug information leaflet for oral non-prescription drugs among university students in the United Arab Emirates: cross-sectional study. Pharm Pract (Granada) 2023; 21:2774. [PMID: 37090458 PMCID: PMC10117325 DOI: 10.18549/pharmpract.2023.1.2774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 12/28/2022] [Indexed: 04/25/2023] Open
Abstract
Background Very few extensive studies have measured the prevalence and usage pattern of drug information leaflet (DIL) for oral non-prescription drugs (ONPDs) or identified the associated risk factors for not reading DIL among university students in the UAE. Objective The current study aimed to estimate the prevalence of the usage pattern of DIL for ONPDs, and delineate the associated risk factors for not reading the DIL among university students. Methods A cross-sectional survey-based multistage sampling technique conducted among 2875 students at three major universities in UAE. The self-administered validated questionnaire was constructed and developed based on Andersen's behavioral model. Binomial logistic regression performed to ascertain the effects of 25 potential predictors on the likelihood that participants not reading (discarded) the DIL after reading them. The primary outcome measure was reading (discarding without reading) the DIL, and the associated behaviours. Results 2875 university students were eligible to participate in the study, but only 2519 students agreed to participate, indicating an 88% of intent participation. However, only 2,355 (81.9%) students completed the questionnaire. 1348 respondents reported using NPD (response rate 46.9%) during the past three months before conducting the study, which comprised the sample analysis (1307 were excluded). More than three-quarters of them read the DIL (always or often) at the first use (1049 of 1348, 77.8%). Approximately a quarter of those who read the DIL reported that they discarded them after reading (24.1%). The survey has identified four risk factors for not reading the DIL: those who get the drug information from physicians or pharmacists had lower odds of discarding the DIL (odds ration [OR] = 0.491, 95% confidence interval [CI]: 0.273-0.884, p value< 0.05). Medical students had lower odds of discarding the DIL (OR = 0.598, 95% CI: 0.412-0.868, p value< 0.05). Those participants who believe that NPDs are as effective as prescription drugs had lower odds of discarding the DIL (OR = 0.342, 95% CI: 0.123-0.948, p value< 0.05). Participants who use more than one NPD to treat a single symptom a day have higher odds of discarding the DIL (OR = 1.625, 95% CI: 1.122 -2.355, p value< 0.05). Conclusion The prevalence of drug usage pattern in this population was 57.5% as 1348 subjects reported using NPD during the past 90 days before conducting the study. We have identified four risk factors for not reading the DIL, those who get the drug information from physicians or pharmacists, medical students, those respondents who believe that NPDs were as effective as prescription drugs, and respondents self-treating a single symptom with more than one NPD. It was evident from the findings that usage pattern of NPD for DIL varied among the students, with no specific pattern dominating.
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Affiliation(s)
- Khalid A Al-Kubaisi
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy-University of Sharjah, United Arab Emirates.
| | - Abduelmula R Abduelkarem
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy-University of Sharjah, United Arab Emirates.
| | - Asim Ahmed Elnour
- PhD, MSc. Program of Clinical Pharmacy, College of Pharmacy, Al Ain University, Abu Dhabi campus, Abu Dhabi-United Arab Emirates. AAU Health and Biomedical Research Center, Al Ain University, Abu Dhabi, United Arab Emirates.
| | - Israa Yousif El Khidir
- PhD. Assistant professor, Clinical Pharmacist, University of Hail (UOH), Hail - King Saudia Arabia (KSA).
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Chen J, Huang YM, Chan HY, Chen MC, Ho YF. Mapping Real-World Data to Self-Reported Information to Explore Determinants of Location Selection for Community Pharmacies in Taiwan. J Multidiscip Healthc 2023; 16:971-981. [PMID: 37056977 PMCID: PMC10088902 DOI: 10.2147/jmdh.s409643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 03/31/2023] [Indexed: 04/15/2023] Open
Abstract
Background Easy and adequate access to community pharmacies is key to eliminating primary barriers to the utilization of medicines and healthcare services. The location of community pharmacies is important for patients and providers when choosing and opening a pharmacy, but only a handful of studies investigate factors associated with the geographical distribution of pharmacies. This study aimed to identify decisive factors for location selection when starting a pharmacy among districts/townships in Taiwan. Methods This cross-sectional mixed mode study employed an explanatory sequential design, beginning with a quantitative analysis of national datasets, and followed by a qualitative analysis of structured interviews. The national data were extracted from the Taiwan government database of 2020, and the qualitative interviews were conducted with 10 community pharmacists through a snowball sampling in 2021. A multiple linear regression was conducted to identify salient predictors of the number of community pharmacies in each of the 368 districts/townships in Taiwan, including population density, median annual household income, number of physician offices, area, and proportion of female residents of each district/township. Ten chief pharmacists were interviewed to share viewpoints on the decision-making process of their selection of current pharmacy practice sites. Inductive thematic analysis was performed to extract factors pertinent to location selection for pharmacy operations and services. Results Confirmed by quantitative and qualitative data, population density, numbers of physician offices, median annual household income, pharmacy operation type, and type of retail locations are key determinants for site selection in considering opening a new community pharmacy. Conclusion The study uncovers salient factors associated with the choice of community pharmacy location in Taiwan and proposes the adequate number of physician offices that a community pharmacy can collaborate with. In addition, pharmacists should prudently consider if their preferred service features match the needs of residents.
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Affiliation(s)
- Jie Chen
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
| | - Yen-Ming Huang
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
- Department of Pharmacy, National Taiwan University Hospital, Taipei, 100229, Taiwan
| | - Hsun-Yu Chan
- Department of Industrial Education, National Taiwan Normal University, Taipei, 106308, Taiwan
| | | | - Yunn-Fang Ho
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, 100025, Taiwan
- Correspondence: Yunn-Fang Ho, Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, No. 33, Linsen South Road, Zhongzheng District, Taipei, 100025, Taiwan, Tel +886 2 33668794, Fax +886 2 33668780, Email
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Health Literacy Level and Comprehension of Prescription and Nonprescription Drug Information. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19116665. [PMID: 35682249 PMCID: PMC9180079 DOI: 10.3390/ijerph19116665] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 05/27/2022] [Accepted: 05/28/2022] [Indexed: 11/16/2022]
Abstract
The aim of this study was to investigate the level of misunderstanding of medication information in Korean adults after stratifying by level of health literacy and to identify the factors influencing the misunderstanding of medication information and reading amounts of information on OTC drug labels. A cross-sectional survey was performed with 375 adult participants using the survey instrument. Multiple linear regression analyses were performed to identify factors which influence misunderstanding of medication information. Participants misunderstood 20% of words on OTC drug labels, 9% of prescription drug instructions, and 9% of pictograms. Participants on average read 59% of the overall contents of the OTC drug labels. As prescription drugs’ dosing regimens became more complicated, the level of misunderstanding instructions increased. The level of misunderstanding words on OTC drug labels significantly decreased as participants had adequate health literacy (β = −18.11, p < 0.001) and higher education levels (β = −6.83, p < 0.001), after adjusting for the study variables. The level of misunderstanding instructions for prescription drugs increased as participants became older (β = 8.81, p < 0.001) and had lower education levels (β = −5.05, p < 0.001), after adjusting for the study variables. The level of misunderstanding pictograms was similar to that of misunderstanding instructions for prescription drug labels. The amount of reading information on OTC drug labels significantly increased as respondents had adequate health literacy (β = 9.27, p < 0.001), were older (β = 12.49, p < 0.001), or had chronic diseases (β = 7.49, p = 0.007). Individuals’ health literacy level, reading behaviors, and complexity of medication instructions are associated with misunderstanding of medication information. Appropriate word choices in drug labels and an improved format of medication instructions could increase understanding of medication information and prevent adverse drug reactions.
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Huang YM, Chan HY, Lee PI, Tang YW, Chiou TW, Liu KCSC, Ho YF. Exploration of changes in pharmacy students' perceptions of and attitudes towards professionalism: outcome of a community pharmacy experiential learning programme in Taiwan. BMC MEDICAL EDUCATION 2022; 22:195. [PMID: 35313880 PMCID: PMC8938161 DOI: 10.1186/s12909-022-03261-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 03/14/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND A powerful way to nurture and strengthen professionalism is by accruing practice-based experiences. However, few studies in Taiwan have evaluated the impacts of experiential learning programmes on pharmacy students' views on professionalism - the core of quality healthcare practices and services. This study aimed to measure changes in perceptions of and attitudes towards professionalism among third-year pharmacy students following an introductory-intermediate experiential learning course. METHODS A single-group pre- and postcourse comparative study using a self-administered survey was conducted in 2017. Pharmacy students in their third year of a six-year programme were eligible to participate in this study. We used a 28-item questionnaire with a 10-point Likert-type scale to assess students' professionalism. Among them, 10 items were employed to assess students' perceived importance of professionalism in pharmacy practice, and another 18 items adapted from the Pharmacy Professionalism Instrument were used to evaluate students' attitudes towards pharmacy professionalism. An independent t test was performed to compare the differences in students' anonymous survey responses before and after the course, with an a priori level of statistical significance of 0.05. RESULTS Fifty-two pharmacy students participated in the study. They showed significant improvement in three tenets of professionalism, namely, altruism (p = 0.035), accountability (p = 0.026), and duty (p = 0.002), after completing the 5-week experiential course. CONCLUSIONS Pharmacy students' attitudes towards professionalism were modifiable by purposely designed experiential learning programme in the community setting. Such experiences may help socialize students with positive attitudes towards altruism, accountability, and duty.
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Affiliation(s)
- Yen-Ming Huang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, 100025, Taipei, Taiwan
| | - Hsun-Yu Chan
- Department of Industrial Education, National Taiwan Normal University, 106308, Taipei, Taiwan
| | - Ping-Ing Lee
- Department of Pediatrics, National Taiwan University Hospital, National Taiwan University College of Medicine, 100226, Taipei, Taiwan
| | - Yun-Wen Tang
- Department of Pharmacy, National Taiwan University Hospital, College of Medicine, National Taiwan University, 100225, Taipei, Taiwan
| | - Ta-Wei Chiou
- School of Pharmacy, College of Medicine, National Taiwan University, 100025, Taipei, Taiwan
| | - Karin C S Chen Liu
- School of Pharmacy, College of Medicine, National Taiwan University, 100025, Taipei, Taiwan
| | - Yunn-Fang Ho
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, 100025, Taipei, Taiwan.
- School of Pharmacy, College of Medicine, National Taiwan University, 100025, Taipei, Taiwan.
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