基本比率忽视偏差:能否在人力资源管理决策中观察到这种偏差,以及能否通过在人力资源管理决策中直观呈现基本比率来减少这种偏差?

Ivana Kovačević, Mateja Manojlović
{"title":"基本比率忽视偏差:能否在人力资源管理决策中观察到这种偏差,以及能否通过在人力资源管理决策中直观呈现基本比率来减少这种偏差?","authors":"Ivana Kovačević, Mateja Manojlović","doi":"10.23947/2334-8496-2024-12-1-119-132","DOIUrl":null,"url":null,"abstract":"The aim of this experimental research was to explore if the future HR managers are susceptible to the base rate neglect (BRN) bias and if the visual presentation of the base rates improves their reasoning. The BRN bias is a tendency to disregard a priori probabilities that are explicitly given for the class of observed objects. In this study, BRN is seen as the case of decision-making bias in the work-related context. Although it is inevitable part of the decision-making processes concerning employees`, the topic is not sufficiently studied. A total of 65 participants, enrolled in the master studies of HRM, were subjected to 4 different types of BRN tasks, in which five different HR activities were described. They were varied within subjects, representativeness of description, and format of base rate. Within each task there were five different situations that make 20 tasks in total. The two-way repeated-measures ANOVA revealed that the proportion of biased answers was significantly higher on the representative tasks when the tasks presented visually, with no interaction between representativeness and format of task. Results are in line with previous studies that observed an effect of BRN on decision-making process. Yet, unexpectedly, visual presentation of base rates did not facilitate unbiased reasoning implying that some other form of presentation might be more appropriate for the task.","PeriodicalId":507180,"journal":{"name":"International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE)","volume":"43 7","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Base Rate Neglect Bias: Can it be Observed in HRM Decisions and Can it be Decreased by Visually Presenting the Base Rates in HRM Decisions?\",\"authors\":\"Ivana Kovačević, Mateja Manojlović\",\"doi\":\"10.23947/2334-8496-2024-12-1-119-132\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The aim of this experimental research was to explore if the future HR managers are susceptible to the base rate neglect (BRN) bias and if the visual presentation of the base rates improves their reasoning. The BRN bias is a tendency to disregard a priori probabilities that are explicitly given for the class of observed objects. In this study, BRN is seen as the case of decision-making bias in the work-related context. Although it is inevitable part of the decision-making processes concerning employees`, the topic is not sufficiently studied. A total of 65 participants, enrolled in the master studies of HRM, were subjected to 4 different types of BRN tasks, in which five different HR activities were described. They were varied within subjects, representativeness of description, and format of base rate. Within each task there were five different situations that make 20 tasks in total. The two-way repeated-measures ANOVA revealed that the proportion of biased answers was significantly higher on the representative tasks when the tasks presented visually, with no interaction between representativeness and format of task. Results are in line with previous studies that observed an effect of BRN on decision-making process. Yet, unexpectedly, visual presentation of base rates did not facilitate unbiased reasoning implying that some other form of presentation might be more appropriate for the task.\",\"PeriodicalId\":507180,\"journal\":{\"name\":\"International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE)\",\"volume\":\"43 7\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-04-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23947/2334-8496-2024-12-1-119-132\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23947/2334-8496-2024-12-1-119-132","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

本实验研究的目的是探索未来的人力资源经理是否容易受到基率忽略(BRN)偏差的影响,以及基率的视觉呈现是否能改善他们的推理能力。基率忽略偏差是一种倾向,即忽略明确给出的观察对象类别的先验概率。在本研究中,BRN 被视为与工作相关的决策偏差。虽然这是员工决策过程中不可避免的一部分,但对这一主题的研究却并不充分。共有 65 名参加人力资源管理硕士课程学习的学员接受了 4 种不同类型的 BRN 任务,其中描述了 5 种不同的人力资源活动。这些任务在受试者、描述的代表性和基准利率的格式方面各不相同。每个任务中都有五种不同的情况,总共有 20 个任务。双向重复测量方差分析显示,当任务以视觉形式呈现时,代表性任务的偏差答案比例明显更高,而代表性和任务形式之间没有交互作用。这些结果与之前观察到的 BRN 对决策过程的影响的研究结果一致。然而,出乎意料的是,直观呈现基准利率并不能促进无偏见推理,这意味着其他呈现形式可能更适合该任务。
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
Base Rate Neglect Bias: Can it be Observed in HRM Decisions and Can it be Decreased by Visually Presenting the Base Rates in HRM Decisions?
The aim of this experimental research was to explore if the future HR managers are susceptible to the base rate neglect (BRN) bias and if the visual presentation of the base rates improves their reasoning. The BRN bias is a tendency to disregard a priori probabilities that are explicitly given for the class of observed objects. In this study, BRN is seen as the case of decision-making bias in the work-related context. Although it is inevitable part of the decision-making processes concerning employees`, the topic is not sufficiently studied. A total of 65 participants, enrolled in the master studies of HRM, were subjected to 4 different types of BRN tasks, in which five different HR activities were described. They were varied within subjects, representativeness of description, and format of base rate. Within each task there were five different situations that make 20 tasks in total. The two-way repeated-measures ANOVA revealed that the proportion of biased answers was significantly higher on the representative tasks when the tasks presented visually, with no interaction between representativeness and format of task. Results are in line with previous studies that observed an effect of BRN on decision-making process. Yet, unexpectedly, visual presentation of base rates did not facilitate unbiased reasoning implying that some other form of presentation might be more appropriate for the task.
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
0.00%
发文量
0
期刊最新文献
The Influence of Organizational Factors on the School’s Achievements Manipulative Potential of Humor in Business Media Discourse: Drawing up a “Starter Pack” for LSP Teaching Digital Literacy in the Service of Science and Scientific Knowledge Management and Organization of Human Resources in Science and Technology of the Republic of Serbia Parental Supervision and Control as a Predictive Factor of Juvenile Delinquency
×
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