运用决策树法确定护生优势学习风格并评价影响因素

Didem mehmet, lknur rkbir, Bahar nba, I. l
{"title":"运用决策树法确定护生优势学习风格并评价影响因素","authors":"Didem mehmet, lknur rkbir, Bahar nba, I. l","doi":"10.5455/jcmr.2023.14.02.08","DOIUrl":null,"url":null,"abstract":"Aim and Background: Identifying the learning styles is important to ensure full and effective learning in nursing students studying in a field that requires clinical practice and experience. For this aim, determined the dominant learning styles of nursing students and to evaluate the affecting factors using the decision tree method. Methods: The study was conducted with 421 students studying nursing at a university in Turkey. “CART”, “CHAID” and “QUEST” decision tree algorithms were used to evaluate the factors affecting learning styles. Results: Of the students, 48% had visual, 36% tactile, 9% kinesthetic, and 7% auditory learning styles. In the decision tree model, living place and university entrance scores were found to have statistically significant effects on learning styles (p<0.05). Conclusion: This study determined that nursing students predominantly had the visual learning style and that the living place was the variable with the most pronounced effect on learning style.","PeriodicalId":41505,"journal":{"name":"Journal of Complementary Medicine Research","volume":null,"pages":null},"PeriodicalIF":0.6000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Determining Nursing Students’ Dominant Learning Styles and Evaluating the Affecting Factors Using Decision Tree Method\",\"authors\":\"Didem mehmet, lknur rkbir, Bahar nba, I. l\",\"doi\":\"10.5455/jcmr.2023.14.02.08\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Aim and Background: Identifying the learning styles is important to ensure full and effective learning in nursing students studying in a field that requires clinical practice and experience. For this aim, determined the dominant learning styles of nursing students and to evaluate the affecting factors using the decision tree method. Methods: The study was conducted with 421 students studying nursing at a university in Turkey. “CART”, “CHAID” and “QUEST” decision tree algorithms were used to evaluate the factors affecting learning styles. Results: Of the students, 48% had visual, 36% tactile, 9% kinesthetic, and 7% auditory learning styles. In the decision tree model, living place and university entrance scores were found to have statistically significant effects on learning styles (p<0.05). Conclusion: This study determined that nursing students predominantly had the visual learning style and that the living place was the variable with the most pronounced effect on learning style.\",\"PeriodicalId\":41505,\"journal\":{\"name\":\"Journal of Complementary Medicine Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.6000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Complementary Medicine Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5455/jcmr.2023.14.02.08\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Complementary Medicine Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5455/jcmr.2023.14.02.08","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

目的与背景:在需要临床实践和经验的护理专业学习中,识别学习风格对于确保充分有效的学习至关重要。为此目的,确定护生的主要学习风格,并采用决策树法评价其影响因素。方法:对土耳其一所大学护理专业的421名学生进行研究。采用“CART”、“CHAID”和“QUEST”决策树算法评价影响学习风格的因素。结果:48%的学生有视觉学习风格,36%的学生有触觉学习风格,9%的学生有动觉学习风格,7%的学生有听觉学习风格。在决策树模型中,居住地点和大学入学分数对学习风格的影响有统计学意义(p<0.05)。结论:本研究确定护理生以视觉学习风格为主,居住环境是影响学习风格最显著的变量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Determining Nursing Students’ Dominant Learning Styles and Evaluating the Affecting Factors Using Decision Tree Method
Aim and Background: Identifying the learning styles is important to ensure full and effective learning in nursing students studying in a field that requires clinical practice and experience. For this aim, determined the dominant learning styles of nursing students and to evaluate the affecting factors using the decision tree method. Methods: The study was conducted with 421 students studying nursing at a university in Turkey. “CART”, “CHAID” and “QUEST” decision tree algorithms were used to evaluate the factors affecting learning styles. Results: Of the students, 48% had visual, 36% tactile, 9% kinesthetic, and 7% auditory learning styles. In the decision tree model, living place and university entrance scores were found to have statistically significant effects on learning styles (p<0.05). Conclusion: This study determined that nursing students predominantly had the visual learning style and that the living place was the variable with the most pronounced effect on learning style.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
16.70%
发文量
0
期刊介绍: Journal of Intercultural Ethnopharmacology (2146-8397) Between (2012 Volume 1, Issue 1 - 2018 Volume 7, Issue 1). Journal of Complementary Medicine Research is aimed to serve a contemporary approach to the knowledge about world-wide usage of complementary medicine and their empirical and evidence-based effects. ISSN: 2577-5669
期刊最新文献
Ensuring The Interaction of Medical Specialists and Geriatric Patients in Modern Conditions Approaches of Reducing the Incidence of Arvi Among Elderly Patients Perioperative Outcomes of Endoscopic versus Open Operation in the Treatment of Hyperparathyroidism: A Systematic Review and Meta-analysis Evaluation of antimicrobial property of thymoquinone synthesized with black cumin hydroxyapatite crystals against dental pathogens - An Invitro study Does Single Intra-Articular Plasma-Rich Plasma (PRP) Injection for Temporomandibular Joint (TMJ) Internal Derangement Relieve Joint Pain?
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1