A decision tree approach for investigating the background of research activity of community and hospital pharmacists in Mie Prefecture: a retrospective questionnaire-based survey.

IF 1.2 Q4 PHARMACOLOGY & PHARMACY
Yuki Asai, Yasushi Takai, Hideo Kato, Shun-Ichi Hiramatsu, Yoshihiro Miki, Naoki Masuda, Takuya Iwamoto
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引用次数: 0

Abstract

Background: The support system for research activities has not been sufficiently established in clinical settings. A survey should be conducted to identify the causes of low research activity among pharmacists and the characteristics of pharmacists who could serve as mentors to build a support system at the regional level.

Methods: A retrospective cross-sectional survey was conducted with 156 pharmacists, including hospital and community pharmacists, who attended a webinar on research ethics held once a year in Mie Prefecture. Decision tree (DT) analysis was performed to extract the low research activities and pharmacists who could serve as mentors in research activities using independent factors identified by multivariate logistic regression analysis.

Results: The questionnaire response rate was 72.4% (113/156), and most respondents were community pharmacists (81.4%). In the DT model, pharmacists who did not belong to academic societies (78%, 46/59) or those who belonged to one or two academic societies but had no certifications (100%, 5/5) had low research activities. Pharmacists who read papers more than once a month and had a nearby mentor (73%, 11/15) were more likely to become mentors in research activities.

Conclusions: The combination of the number of academic societies and the presence of certifications determines the efforts in research activities. In addition to reading at least one paper monthly, the presence of a mentor for writing research papers may also be a crucial factor in becoming a mentor. The proposed DT model may be helpful in building a support system for research activities at the regional level.

调查三重县社区和医院药剂师研究活动背景的决策树方法:基于问卷的回顾性调查。
背景:临床环境中的研究活动支持系统尚未充分建立。应开展一项调查,以确定药剂师研究活动较少的原因,以及可担任导师的药剂师的特点,从而在地区一级建立支持系统:方法:我们对 156 名药剂师(包括医院和社区药剂师)进行了回顾性横断面调查,这些药剂师参加了三重县每年举办一次的研究伦理网络研讨会。利用多变量逻辑回归分析确定的独立因素进行决策树(DT)分析,以提取研究活动较少的药剂师和可作为研究活动导师的药剂师:问卷回复率为 72.4%(113/156),大多数受访者为社区药剂师(81.4%)。在 DT 模型中,不属于学术团体的药剂师(78%,46/59)或属于一个或两个学术团体但没有证书的药剂师(100%,5/5)的研究活动较少。每月阅读论文一次以上且附近有导师的药剂师(73%,11/15)更有可能成为研究活动的导师:结论:学术协会的数量和认证的存在共同决定了研究活动的力度。除了每月至少阅读一篇论文外,是否有撰写研究论文的导师也可能是成为导师的关键因素。拟议的 DT 模式可能有助于在地区一级建立研究活动支持系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.80
自引率
0.00%
发文量
29
审稿时长
8 weeks
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