Information Overload Effects in Sequential Information Acquisition for Investment Decision-Making

M. Hartmann, Barbara E. Weißenberger
{"title":"Information Overload Effects in Sequential Information Acquisition for Investment Decision-Making","authors":"M. Hartmann, Barbara E. Weißenberger","doi":"10.2139/ssrn.3722450","DOIUrl":null,"url":null,"abstract":"This paper experimentally investigates structured investment decision-making with sequential information provision. Subjects were asked to rank investment alternatives using a scoring model. A mixed design with information provision as the within-subject variable and initial information load as the between-subjects variable was employed. A computer-based process tracing technology provided insights into the underlying information acquisition process – information cues were covered by boxes for the second step of the decision. Moving the cursor over a box uncovered the information. Duration and frequency of uncovering the different information cues was recorded in a database. The main variables of interest were decision accuracy, decision confidence, and measures characterizing the information acquisition process. The main findings were the following: the amount of information provided in the first step significantly impacted decision accuracy and decision confidence, which decreased for the high initial information load group. In addition, receiving a high number of information cues in the first step led to a reduction in the attention devoted to the information received in the second step. Confirmatory information search behavior could not be observed. Findings help further our understanding on how the amount and timing of information provision impact decision quality and confidence.","PeriodicalId":127551,"journal":{"name":"Corporate Finance: Valuation","volume":"53 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Corporate Finance: Valuation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3722450","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper experimentally investigates structured investment decision-making with sequential information provision. Subjects were asked to rank investment alternatives using a scoring model. A mixed design with information provision as the within-subject variable and initial information load as the between-subjects variable was employed. A computer-based process tracing technology provided insights into the underlying information acquisition process – information cues were covered by boxes for the second step of the decision. Moving the cursor over a box uncovered the information. Duration and frequency of uncovering the different information cues was recorded in a database. The main variables of interest were decision accuracy, decision confidence, and measures characterizing the information acquisition process. The main findings were the following: the amount of information provided in the first step significantly impacted decision accuracy and decision confidence, which decreased for the high initial information load group. In addition, receiving a high number of information cues in the first step led to a reduction in the attention devoted to the information received in the second step. Confirmatory information search behavior could not be observed. Findings help further our understanding on how the amount and timing of information provision impact decision quality and confidence.
投资决策顺序信息获取中的信息过载效应
本文对具有顺序信息提供的结构化投资决策进行了实验研究。受试者被要求使用评分模型对投资选择进行排名。采用混合设计,以信息提供为受试者内变量,初始信息负荷为受试者间变量。基于计算机的过程跟踪技术提供了对底层信息获取过程的洞察——信息线索被盒子覆盖,用于决策的第二步。将光标移到一个方框上,将显示信息。发现不同信息线索的持续时间和频率被记录在数据库中。感兴趣的主要变量是决策准确性、决策置信度和表征信息获取过程的措施。主要发现如下:第一步提供的信息量显著影响决策准确性和决策信心,高初始信息负荷组的决策准确性和决策信心下降。此外,在第一步中接收到大量的信息线索会导致在第二步中接收到的信息的注意力减少。无法观察到确认信息搜索行为。研究结果有助于我们进一步了解信息提供的数量和时间如何影响决策质量和信心。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信