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Efficacy and limitations of ChatGPT as a biostatistical problem-solving tool in medical education in Serbia: a descriptive study ChatGPT作为医学教育中生物统计学问题解决工具的有效性和局限性:一项描述性研究。
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 Epub Date: 2023-10-16 DOI: 10.3352/jeehp.2023.20.28
Aleksandra Ignjatović, Lazar Stevanović
Purpose This study aimed to assess the performance of ChatGPT (GPT-3.5 and GPT-4) as a study tool in solving biostatistical problems and to identify any potential drawbacks that might arise from using ChatGPT in medical education, particularly in solving practical biostatistical problems. Methods ChatGPT was tested to evaluate its ability to solve biostatistical problems from the Handbook of Medical Statistics by Peacock and Peacock in this descriptive study. Tables from the problems were transformed into textual questions. Ten biostatistical problems were randomly chosen and used as text-based input for conversation with ChatGPT (versions 3.5 and 4). Results GPT-3.5 solved 5 practical problems in the first attempt, related to categorical data, cross-sectional study, measuring reliability, probability properties, and the t-test. GPT-3.5 failed to provide correct answers regarding analysis of variance, the chi-square test, and sample size within 3 attempts. GPT-4 also solved a task related to the confidence interval in the first attempt and solved all questions within 3 attempts, with precise guidance and monitoring. Conclusion The assessment of both versions of ChatGPT performance in 10 biostatistical problems revealed that GPT-3.5 and 4’s performance was below average, with correct response rates of 5 and 6 out of 10 on the first attempt. GPT-4 succeeded in providing all correct answers within 3 attempts. These findings indicate that students must be aware that this tool, even when providing and calculating different statistical analyses, can be wrong, and they should be aware of ChatGPT’s limitations and be careful when incorporating this model into medical education.
目的:本研究旨在评估ChatGPT(GPT-3.5和GPT-4)作为解决生物统计学问题的研究工具的性能,并确定在医学教育中使用ChatGPT可能产生的任何潜在缺陷,特别是在解决实际生物统计学问题时。方法:在这项描述性研究中,对ChatGPT进行测试,以评估其解决Peacock和Peacock的《医学统计手册》中的生物统计学问题的能力。问题的表格被转换为文本问题。随机选择10个生物统计学问题,并将其用作与ChatGPT(3.5版和4版)对话的基于文本的输入。结果:GPT-3.5在第一次尝试中解决了5个实际问题,涉及分类数据、横断面研究、测量可靠性、概率属性和t检验。GPT-3.5未能在3次尝试中提供有关ANOVA、卡方检验和样本量的正确答案。GPT-4还在第一次尝试中解决了一项与置信区间有关的任务,并在3次尝试内解决了所有问题,并进行了精确的指导和监测。结论:对两个版本的ChatGPT在10个生物统计学问题中的表现的评估显示,GPT-3.5和4的表现低于平均水平,第一次尝试的正确回答率分别为5和6(满分10)。GPT-4在3次尝试内成功提供了所有正确答案。这些发现表明,学生们必须意识到,即使在提供和计算不同的统计分析时,这种工具也可能是错误的,他们应该意识到ChatGPT的局限性,并在将这种模式纳入医学教育时要小心。
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引用次数: 0
Adequacy of the examination-based licensing system and a training-based licensing system for midwifery license according to changes in childbirth medical infrastructure in Korea: a surveybased descriptive study 根据韩国分娩医疗基础设施的变化,以考试为基础的许可制度和以培训为基础的助产许可制度是否适当:一项基于调查的描述性研究
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 DOI: 10.3352/jeehp.2023.20.15
Yun Mi Kim, Sun Hee Lee, Sun Ok Lee, Mi Young An, Bu Youn Kim, Jum Mi Park

Purpose: The number of Korean midwifery licensing examination applicants has steadily decreased due to the low birth rate and lack of training institutions for midwives. This study aimed to evaluate the adequacy of the examination-based licensing system and the possibility of a training-based licensing system.

Methods: A survey questionnaire was developed and dispatched to 230 professionals from December 28, 2022 to January 13, 2023, through an online form using Google Surveys. Descriptive statistics were used to analyze the results.

Results: Responses from 217 persons (94.3%) were analyzed after excluding incomplete responses. Out of the 217 participants, 198 (91.2%) agreed with maintaining the current examination-based licensing system; 94 (43.3%) agreed with implementing a training-based licensing system to cover the examination costs due to the decreasing number of applicants; 132 (60.8%) agreed with establishing a midwifery education evaluation center for a training-based licensing system; 163 (75.1%) said that the quality of midwifery might be lowered if midwives were produced only by a training-based licensing system, and 197 (90.8%) said that the training of midwives as birth support personnel should be promoted in Korea.

Conclusion: Favorable results were reported for the examination-based licensing system; however, if a training-based licensing system is implemented, it will be necessary to establish a midwifery education evaluation center to manage the quality of midwives. As the annual number of candidates for the Korean midwifery licensing examination has been approximately 10 in recent years, it is necessary to consider more actively granting midwifery licenses through a training-based licensing system.

目的:由于低出生率和助产士培训机构的缺乏,韩国助产执照考试的应试者数量持续减少。本研究旨在评估以考试为基础的许可制度的充分性和以培训为基础的许可制度的可能性。方法:从2022年12月28日至2023年1月13日,通过使用谷歌调查的在线表格,制定了一份调查问卷,并向230名专业人员发放了一份调查问卷。采用描述性统计方法对结果进行分析。结果:217人(94.3%)在排除不完全回答后进行分析。在217名参与者中,198人(91.2%)同意维持目前的考试许可制度;94名(43.3%)同意推行以培训为基础的发牌制度,以支付因申请人数减少而产生的考试费用;132名(60.8%)同意设立助产士教育评估中心,实行以培训为基础的执照制度;163名(75.1%)回答说,如果只实行以培训为基础的执照制,助产士的质量可能会下降。197名(90.8%)回答说,应在韩国促进助产士的培训。结论:审查许可制度取得了良好的效果;然而,如果实行以培训为基础的执照制度,就有必要建立助产教育评估中心来管理助产士的质量。近年来,每年参加助产士资格考试的人都在10人左右,因此,有必要积极研究通过培训制授予助产士资格的方案。
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引用次数: 0
Implementation strategy for introducing a clinical skills examination to the Korean Oriental Medicine Licensing Examination: a mixed-method modified Delphi study 将临床技能考试引入韩国中医执业资格考试的实施策略:一项混合方法修正的德尔菲研究
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 Epub Date: 2023-07-17 DOI: 10.3352/jeehp.2023.20.23
Chan-Young Kwon, Sanghoon Lee, Min Hwangbo, Chungsik Cho, Sangwoo Shin, Dong-Hyeon Kim, Aram Jeong, Hye-Yoon Lee
Purpose This study investigated the validity of introducing a clinical skills examination (CSE) to the Korean Oriental Medicine Licensing Examination through a mixed-method modified Delphi study. Methods A 3-round Delphi study was conducted between September and November 2022. The expert panel comprised 21 oriental medicine education experts who were officially recommended by relevant institutions and organizations. The questionnaires included potential content for the CSE and a detailed implementation strategy. Subcommittees were formed to discuss concerns around the introduction of the CSE, which were collected as open-ended questions. In this study, a 66.7% or greater agreement rate was defined as achieving a consensus. Results The expert panel’s evaluation of the proposed clinical presentations and basic clinical skills suggested their priorities. Of the 10 items investigated for building a detailed implementation strategy for the introduction of the CSE to the Korean Oriental Medicine Licensing Examination, a consensus was achieved on 9. However, the agreement rate on the timing of the introduction of the CSE was low. Concerns around 4 clinical topics were discussed in the subcommittees, and potential solutions were proposed. Conclusion This study offers preliminary data and raises some concerns that can be used as a reference while discussing the introduction of the CSE to the Korean Oriental Medicine Licensing Examination.
目的:本研究通过混合方法改进的德尔菲研究(Delphi study)来调查在韩国中医执照考试中引入临床技能考试(CSE)的有效性。方法:在2022年9月至11月进行了3轮德尔菲研究。专家小组由21名由有关机构和组织正式推荐的东方医学教育专家组成。问卷调查包括CSE的潜在内容和详细的实施策略。成立了小组委员会,讨论关于采用全面发展战略的关切问题,这些问题作为不限成员名额的问题收集。在本研究中,66.7%或更高的一致率被定义为达成共识。结果:专家小组对建议的临床表现和基本临床技能的评估建议了他们的优先事项。为制定韩医资格考试引进CSE的具体实施战略,对10个课题进行了调查,其中9个达成了共识。但是,对引进CSE的时间的同意率很低。小组委员会讨论了对4个临床主题的关注,并提出了可能的解决方案。结论:本研究提供了初步的数据,并提出了一些值得关注的问题,可供讨论将CSE引入韩国中医执业资格考试时参考。
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引用次数: 0
Journal of Educational Evaluation for Health Professions received the Journal Impact Factor, 4.4 for the first time on June 28, 2023. Journal of Educational Evaluation for Health Professions于2023年6月28日首次获得期刊影响因子4.4。
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 Epub Date: 2023-06-29 DOI: 10.3352/jeehp.2023.20.21
Sun Huh
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引用次数: 0
Relationships between undergraduate medical students' attitudes toward communication skills learning and demographics in Zambia: a survey-based descriptive study. 赞比亚医科大学生沟通技巧学习态度与人口统计学的关系:一项基于调查的描述性研究。
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 DOI: 10.3352/jeehp.2023.20.16
Mercy Ijeoma Okwudili Ezeala, John Volk

Purpose: This study aimed to detect relationships between undergraduate students' attitudes toward communication skills learning and demographic variables (such as age, academic year, and gender). Understanding these relationships could provide information for communication skills facilitators and curriculum planners on structuring course delivery and integrating communication skills training into the medical curriculum.

Methods: The descriptive study involved a survey of 369 undergraduate students from 2 medical schools in Zambia who participated in communication skills training stratified by academic year using the Communication Skills Attitude Scale. Data were collected between October and December 2021 and analyzed using IBM SPSS for Windows version 28.0.

Results: One-way analysis of variance revealed a significant difference in attitude between at least 5 academic years. There was a significant difference in attitudes between the 2nd and 5th academic years (t=5.95, P˂0.001). No significant difference in attitudes existed among the academic years on the negative subscale; the 2nd and 3rd (t=3.82, P=0.004), 4th (t=3.61, P=0.011), 5th (t=8.36, P˂0.001), and 6th (t=4.20, P=0.001) academic years showed significant differences on the positive subscale. Age showed no correlation with attitudes. There was a more favorable attitude to learning communication skills among the women participants than among the men participants (P=0.006).

Conclusion: Despite positive general attitudes toward learning communication skills, the difference in attitude between the genders, academic years 2 and 5, and the subsequent classes suggest a re-evaluation of the curriculum and teaching methods to facilitate appropriate course structure according to the academic years and a learning process that addressees gender differences.

目的:本研究旨在探讨大学生沟通技巧学习态度与年龄、学年、性别等人口统计变量的关系。了解这些关系可以为沟通技巧促进者和课程规划者提供信息,以组织课程交付并将沟通技巧培训纳入医学课程。方法:采用《沟通技巧态度量表》对赞比亚2所医学院369名按学年分层进行沟通技巧培训的本科生进行描述性研究。数据收集于2021年10月至12月,使用IBM SPSS for Windows version 28.0进行分析。结果:单因素方差分析显示,至少在5个学年之间,学生的态度存在显著差异。第二学年和第五学年的态度差异有统计学意义(t=5.95, P小于0.001)。在消极分量表上,不同学龄学生的态度差异不显著;第2学年、第3学年(t=3.82, P=0.004)、第4学年(t=3.61, P=0.011)、第5学年(t=8.36, P小于0.001)、第6学年(t=4.20, P=0.001)在积极分量表上存在显著差异。年龄与态度没有相关性。女性参与者对学习沟通技巧的态度比男性参与者更有利(P=0.006)。结论:尽管对学习沟通技巧的总体态度是积极的,但性别之间、二、五学年以及随后的班级之间的态度差异表明,需要重新评估课程和教学方法,以促进根据学年适当的课程结构和解决性别差异的学习过程。
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引用次数: 0
Evaluation of medical school faculty members' educational performance in Korea in 2022 through analysis of the promotion regulations: a mixed methods study. 从晋升规定分析的2022年韩国医科大学教员教育绩效评价:混合方法研究。
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 DOI: 10.3352/jeehp.2023.20.7
Hye Won Jang, Janghee Park

Purpose: To ensure faculty members' active participation in education in response to growing demand, medical schools should clearly describe educational activities in their promotion regulations. This study analyzed the status of how medical education activities are evaluated in promotion regulations in 2022, in Korea.

Methods: Data were collected from promotion regulations retrieved by searching the websites of 22 medical schools/universities in August 2022. To categorize educational activities and evaluation methods, the Association of American Medical Colleges framework for educational activities was utilized. Correlations between medical schools' characteristics and the evaluation of medical educational activities were analyzed.

Results: We defined 6 categories, including teaching, development of education products, education administration and service, scholarship in education, student affairs, and others, and 20 activities with 57 sub-activities. The average number of included activities was highest in the development of education products category and lowest in the scholarship in education category. The weight adjustment factors of medical educational activities were the characteristics of the target subjects and faculty members, the number of involved faculty members, and the difficulty of activities. Private medical schools tended to have more educational activities in the regulations than public medical schools. The greater the number of faculty members, the greater the number of educational activities in the education administration and service categories.

Conclusion: Medical schools included various medical education activities and their evaluation methods in promotion regulations in Korea. This study provides basic data for improving the rewarding system for efforts of medical faculty members in education.

目的:为了确保教师积极参与教育以应对日益增长的需求,医学院应在其晋升条例中明确描述教育活动。本研究分析了韩国2022年晋升规定中对医学教育活动的评价现状。方法:数据来源于22所医学院校网站检索到的2022年8月的促销条例。为了对教育活动进行分类和评估方法,采用了美国医学院协会的教育活动框架。分析了医学院校特色与医学教育活动评价的相关性。结果:我们定义了教学、教育产品开发、教育行政与服务、教育奖学金、学生事务等6个类别,20个活动,57个子活动。教育产品开发领域的平均活动次数最多,教育奖学金领域的平均活动次数最少。医学教育活动的权重调整因子为目标学科和教师的特点、参与教师的人数和活动的难度。私立医学院往往比公立医学院有更多的教育活动。教师人数越多,教育行政和服务类别的教育活动就越多。结论:韩国医学院校在晋升条例中纳入了各种医学教育活动及其评价方法。本研究为完善医学教师教育工作的奖励制度提供了基础数据。
{"title":"Evaluation of medical school faculty members' educational performance in Korea in 2022 through analysis of the promotion regulations: a mixed methods study.","authors":"Hye Won Jang,&nbsp;Janghee Park","doi":"10.3352/jeehp.2023.20.7","DOIUrl":"https://doi.org/10.3352/jeehp.2023.20.7","url":null,"abstract":"<p><strong>Purpose: </strong>To ensure faculty members' active participation in education in response to growing demand, medical schools should clearly describe educational activities in their promotion regulations. This study analyzed the status of how medical education activities are evaluated in promotion regulations in 2022, in Korea.</p><p><strong>Methods: </strong>Data were collected from promotion regulations retrieved by searching the websites of 22 medical schools/universities in August 2022. To categorize educational activities and evaluation methods, the Association of American Medical Colleges framework for educational activities was utilized. Correlations between medical schools' characteristics and the evaluation of medical educational activities were analyzed.</p><p><strong>Results: </strong>We defined 6 categories, including teaching, development of education products, education administration and service, scholarship in education, student affairs, and others, and 20 activities with 57 sub-activities. The average number of included activities was highest in the development of education products category and lowest in the scholarship in education category. The weight adjustment factors of medical educational activities were the characteristics of the target subjects and faculty members, the number of involved faculty members, and the difficulty of activities. Private medical schools tended to have more educational activities in the regulations than public medical schools. The greater the number of faculty members, the greater the number of educational activities in the education administration and service categories.</p><p><strong>Conclusion: </strong>Medical schools included various medical education activities and their evaluation methods in promotion regulations in Korea. This study provides basic data for improving the rewarding system for efforts of medical faculty members in education.</p>","PeriodicalId":46098,"journal":{"name":"Journal of Educational Evaluation for Health Professions","volume":"20 ","pages":"7"},"PeriodicalIF":4.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067332/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9240555","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Training and implementation of handheld ultrasound technology at Georgetown Public Hospital Corporation in Guyana: a virtual learning cohort study 圭亚那乔治敦公立医院公司手持超声波技术的培训和实施:虚拟学习队列研究
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 Epub Date: 2023-04-04 DOI: 10.3352/jeehp.2023.20.11
Michelle Bui, Adrian Fernandez, Budheshwar Ramsukh, Onika Noel, Chris Prashad, David Bayne

A virtual point-of-care ultrasound (POCUS) education program was initiated to introduce handheld ultrasound technology to Georgetown Public HospitalCorporation in Guyana, a low-resource setting. We studied ultrasound competency and participant satisfaction in a cohort of 20 physicians-in-trainingthrough the urology clinic. The program consisted of a training phase, where they learned how to use the Butterfly iQ ultrasound, and a mentored implementation phase, where they applied their skills in the clinic. The assessment was through written exams and an objective structured clinical exam (OSCE). Fourteen students completed the program. The written exam scores were 3.36/5 in the training phase and 3.57/5 in the mentored implementation phase, and all students earned 100% on the OSCE. Students expressed satisfaction with the program. Our POCUS education program demonstrates the potential to teach clinical skills in low-resource settings and the value of virtual global health partnerships in advancing POCUS and minimally invasive diagnostics.

圭亚那乔治敦公立医院公司(Georgetown Public HospitalCorporation)是一家资源匮乏的医院,该公司启动了一项虚拟床旁超声波(POCUS)教育计划,旨在引进手持超声波技术。我们对泌尿科门诊的 20 名受训医生的超声能力和参与者满意度进行了研究。该项目包括培训阶段和指导实施阶段,前者是让他们学习如何使用 Butterfly iQ 超声波,后者是让他们在临床中应用技能。评估通过笔试和客观结构化临床考试(OSCE)进行。14 名学生完成了该项目。培训阶段的笔试成绩为 3.36/5,指导实施阶段的笔试成绩为 3.57/5。学生们对该计划表示满意。我们的 POCUS 教育计划展示了在低资源环境中教授临床技能的潜力,以及虚拟全球卫生合作在推进 POCUS 和微创诊断方面的价值。
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引用次数: 0
Comparison of nursing students’ performance of cardiopulmonary resuscitation between 1 semester and 3 semesters of manikin simulations in the Czech Republic: a non-randomized controlled study 捷克共和国护理专业学生在一个学期和三个学期的人体模型模拟中心肺复苏表现的比较:一项非随机对照研究
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 Epub Date: 2023-03-31 DOI: 10.3352/jeehp.2023.20.9
Vera Spatenkova, Iveta Zvercova, Zdenek Jindrisek, Ivana Veverkova, Eduard Kuriscak

Purpose: This study aimed to assess the effect of simulation teaching in critical care courses in a nursing study program on the quality of chest compressions of cardiopulmonary resuscitation (CPR).

Methods: An observational cross-sectional study was conducted at the Faculty of Health Studies at the Technical University of Liberec. The success rate of CPR was tested in exams comparing 2 groups of students, totaling 66 different individuals, who completed half a year (group 1: intermediate exam with model simulation) or 1.5 years (group 2: final theoretical critical care exam with model simulation) of undergraduate nursing critical care education taught completely with a Laerdal SimMan 3G simulator. The quality of CPR was evaluated according to 4 components: compression depth, compression rate, time of correct frequency, and time of correct chest release.

Results: Compression depth was significantly higher in group 2 than in group 1 (P=0.016). There were no significant differences in the compression rate (P=0.210), time of correct frequency (P=0.586), or time of correct chest release (P=0.514).

Conclusion: Nursing students who completed the final critical care exam showed an improvement in compression depth during CPR after 2 additional semesters of critical care teaching compared to those who completed the intermediate exam. The above results indicate that regularly scheduled CPR training is necessary during critical care education for nursing students.

目的:本研究旨在评估护理专业重症监护课程中的模拟教学对心肺复苏(CPR)胸外按压质量的影响:利贝雷茨技术大学卫生研究学院开展了一项横断面观察研究。心肺复苏术的成功率在考试中进行了测试,两组学生共 66 人,分别完成了半年(第 1 组:带有模拟模型的中级考试)或 1.5 年(第 2 组:带有模拟模型的危重症护理理论结业考试)的本科护理危重症护理教育,完全使用 Laerdal SimMan 3G 模拟器进行教学。心肺复苏的质量根据 4 个部分进行评估:按压深度、按压速度、正确频率时间和正确胸廓松开时间:结果:第 2 组的按压深度明显高于第 1 组(P=0.016)。结果:第 2 组的按压深度明显高于第 1 组(P=0.016),按压速度(P=0.210)、正确频率时间(P=0.586)和正确胸廓松开时间(P=0.514)无明显差异:结论:与完成中级考试的护生相比,完成重症监护期末考试的护生在额外两个学期的重症监护教学后,在心肺复苏过程中的按压深度有所提高。上述结果表明,在对护生进行危重症护理教育期间,定期进行心肺复苏培训是必要的。
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引用次数: 0
Can an artificial intelligence chatbot be the author of a scholarly article? 一个人工智能聊天机器人能成为一篇学术文章的作者吗?
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 Epub Date: 2023-02-27 DOI: 10.3352/jeehp.2023.20.6
Ju Yoen Lee

At the end of 2022, the appearance of ChatGPT, an artificial intelligence (AI) chatbot with amazing writing ability, caused a great sensation in academia. The chatbot turned out to be very capable, but also capable of deception, and the news broke that several researchers had listed the chatbot (including its earlier version) as co-authors of their academic papers. In response, Nature and Science expressed their position that this chatbot cannot be listed as an author in the papers they publish. Since an AI chatbot is not a human being, in the current legal system, the text automatically generated by an AI chatbot cannot be a copyrighted work; thus, an AI chatbot cannot be an author of a copyrighted work. Current AI chatbots such as ChatGPT are much more advanced than search engines in that they produce original text, but they still remain at the level of a search engine in that they cannot take responsibility for their writing. For this reason, they also cannot be authors from the perspective of research ethics.

2022年底,具有惊人写作能力的人工智能(AI)聊天机器人ChatGPT的出现在学术界引起了极大的轰动。事实证明,这个聊天机器人非常有能力,但也有欺骗能力,有消息称,几名研究人员已经将这个聊天机器人(包括它的早期版本)列为他们学术论文的共同作者。对此,《自然》和《科学》表示,不能在发表的论文中把这个聊天机器人列为作者。由于AI聊天机器人不是人类,在目前的法律体系中,AI聊天机器人自动生成的文本不可能是受版权保护的作品;因此,人工智能聊天机器人不能是受版权保护的作品的作者。目前,ChatGPT等人工智能聊天机器人在原创文字方面比搜索引擎先进得多,但由于无法承担写作责任,仍然停留在搜索引擎的水平。因此,从研究伦理的角度来看,他们也不能成为作者。
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引用次数: 42
Factors influencing the learning transfer of nursing students in a non-face-to-face educational environment during the COVID-19 pandemic in Korea: a cross-sectional study using structural equation modeling. 韩国COVID-19大流行期间非面对面教育环境中护理学生学习迁移的影响因素:采用结构方程模型的横断面研究
IF 4.4 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-01-01 DOI: 10.3352/jeehp.2023.20.14
Geun Myun Kim, Yunsoo Kim, Seong Kwang Kim

Purpose: The aim of this study was to identify factors influencing the learning transfer of nursing students in a non-face-to-face educational environment through structural equation modeling and suggest ways to improve the transfer of learning.

Methods: In this cross-sectional study, data were collected via online surveys from February 9 to March 1, 2022, from 218 nursing students in Korea. Learning transfer, learning immersion, learning satisfaction, learning efficacy, self-directed learning ability and information technology utilization ability were analyzed using IBM SPSS for Windows ver. 22.0 and AMOS ver. 22.0.

Results: The assessment of structural equation modeling showed adequate model fit, with normed χ2=1.74 (P<0.024), goodness-of-fit index=0.97, adjusted goodness-of-fit index=0.93, comparative fit index=0.98, root mean square residual=0.02, Tucker-Lewis index=0.97, normed fit index=0.96, and root mean square error of approximation=0.06. In a hypothetical model analysis, 9 out of 11 pathways of the hypothetical structural model for learning transfer in nursing students were statistically significant. Learning self-efficacy and learning immersion of nursing students directly affected learning transfer, and subjective information technology utilization ability, self-directed learning ability, and learning satisfaction were variables with indirect effects. The explanatory power of immersion, satisfaction, and self-efficacy for learning transfer was 44.4%.

Conclusion: The assessment of structural equation modeling indicated an acceptable fit. It is necessary to improve the transfer of learning through the development of a self-directed program for learning ability improvement, including the use of information technology in nursing students’ learning environment in non-face-to-face conditions.

目的:本研究旨在通过结构方程模型分析非面对面教育环境下护生学习迁移的影响因素,并提出提高学习迁移的方法。方法:在横断面研究中,通过2022年2月9日至3月1日的在线调查收集了218名韩国护理专业学生的数据。采用IBM SPSS for Windows ver对学习迁移、学习沉浸、学习满意度、学习效能、自主学习能力和信息技术利用能力进行分析。22.0和AMOS版本。22.0.结果:结构方程模型的模型拟合良好,归一化χ2=1.74 (p)。结论:结构方程模型的拟合可接受。有必要通过制定自我导向的学习能力提高计划来改善学习转移,包括在非面对面条件下在护理学生的学习环境中使用信息技术。
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引用次数: 1
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Journal of Educational Evaluation for Health Professions
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