足够的信息?信息量对IS-Enabled团队决策绩效的偶然曲线效应

IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jeffrey K. Mullins, R. Sabherwal
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引用次数: 1

摘要

信息是信息系统提供的关键资源,由于技术的快速进步,信息的可用量越来越大。这导致了个人的认知局限性与他们获取大量信息之间的紧张关系。这种紧张关系不仅对个人很重要,对团队也很重要,因为团队正在越来越多地做出重要的组织决策。认识到这种紧张关系,本文研究了信息系统支持团队中信息量与决策绩效之间的关系。我们使用信息处理和图式理论来开发一个情境化的理论模型,其中信息量对决策绩效具有曲线(倒U型)影响,这种影响由团队成员的三个情境相关属性调节:计算机自我效能、计算机焦虑和学习目标定向。我们进行了两项互补的研究,实验背景和程序相似,但参与者类型不同,任务不同。在这些研究中,118个二人组中的236人(研究1)和60个小团队中的200人(研究2)在商业模拟中使用竞争性虚拟公司的企业资源规划系统,随着时间的推移做出决策。我们使用了关于系统使用和决策结果的客观数据,以及调查数据来测试理论模型。这两项互补的研究发现,一致的结果支持信息量和决策绩效之间的曲线关系,并发现这种关系被高计算机自我效能感所压平。研究1还支持了假设的高度计算机焦虑和学习目标定向对曲线关系的陡峭效应。研究2不支持计算机焦虑和学习目标定向的这些影响,但强调了它们的一些边界条件。总之,这些研究深入了解了信息量如何影响支持信息系统的团队的决策绩效,以及与上下文相关的团队成员属性如何调节这种关系及其自身对决策绩效的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Just Enough Information? The Contingent Curvilinear Effect of Information Volume on Decision Performance in IS-Enabled Teams
Information, which is the critical resource provided by information systems (IS), is available in increasing volumes due to rapid technological progress. This causes a tension between the cognitive limitations of individuals and their access to large volumes of information. This tension is important not only for individuals but also for teams, which are increasingly making important organizational decisions. Recognizing this tension, this paper investigates the relationship between information volume and decision performance in IS-enabled teams. We use information processing and schema theories to develop a contextualized theoretical model, wherein information volume has a curvilinear (inverted U-shaped) effect on decision performance, and this effect is moderated by three context-relevant attributes of the team members: computer self-efficacy, computer anxiety, and learning goal orientation. We conducted two complementary studies, with similar experimental contexts and procedures but different types of participants and different tasks. In these studies, 236 individuals in 118 dyads (Study 1) and 200 individuals in 60 small teams (Study 2) made decisions over time using an enterprise resource planning system for a competitive virtual firm in a business simulation. We used objective data on system use and decision outcomes, along with survey data, to test the theoretical model. The two complementary studies find consistent results supporting the curvilinear relationship between information volume and decision performance and find that this relationship is flattened by high computer self-efficacy. Study 1 also supports the hypothesized steepening effects of high computer anxiety and learning goal orientation on the curvilinear relationship. Study 2 does not support these effects of computer anxiety and learning goal orientation but highlights some boundary conditions for them. Together, the studies provide insights into how information volume affects decision performance in IS-enabled teams, and how context-relevant team member attributes moderate this relationship and themselves affect decision performance.
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来源期刊
Mis Quarterly
Mis Quarterly 工程技术-计算机:信息系统
CiteScore
13.30
自引率
4.10%
发文量
36
审稿时长
6-12 weeks
期刊介绍: Journal Name: MIS Quarterly Editorial Objective: The editorial objective of MIS Quarterly is focused on: Enhancing and communicating knowledge related to: Development of IT-based services Management of IT resources Use, impact, and economics of IT with managerial, organizational, and societal implications Addressing professional issues affecting the Information Systems (IS) field as a whole Key Focus Areas: Development of IT-based services Management of IT resources Use, impact, and economics of IT with managerial, organizational, and societal implications Professional issues affecting the IS field as a whole
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