Supporting Better Decisions: How Order Effects Influence Decision Support System Alignment

Marquardson Jim; Grimes Mark

首页> 外文期刊>Interacting with Computers >Supporting Better Decisions: How Order Effects Influence Decision Support System Alignment

【24h】

Supporting Better Decisions: How Order Effects Influence Decision Support System Alignment

机译：支持更好的决策：订单影响如何影响决策支持系统的一致性

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

Advances in computing technology continue to improve the recommendation quality from decision support systems (DSSs). Typically, recommendations from DSSs are communicated to a human decision maker who has the ultimate decision authority. It is imperative that DSS recommendations receive proper consideration to improve decision outcomes. The current research investigates how decision makers cognitively process evidence items. Also, order effects are analyzed to determine how decision makers align their decisions with DSS recommendations depending upon when in a sequence system recommendations are presented. Results from two laboratory experiments suggest that continuous streams of evidence are processed as short series of evidence items. Constraining evidence item analysis to a single question failed to reduce complexity. In the experiments, people aligned their decisions with the system's decision most frequently when the system's decision was displayed last in a sequence, indicating a recency effect.RESEARCH HIGHLIGHTSOrder effects are biases that cause people to place more weight on evidence depending on when that evidence is presented.Decision support system workflows can be constructed to present recommendations before or after independent evidence reviews leading to order effects.People treat evidence with no clear delineation between items as a short series of evidence.Constraining evidence analysis to a single question does not reduce evidence complexity.Decision support system recommendations are accepted more often when presented after an independent review of evidence, indicating a recency effect.

机译：计算技术的进步继续提高来自决策支持系统（DSS）的推荐质量。通常，DSS的建议会传达给具有最终决策权的人工决策者。 DSS建议必须得到适当考虑以改善决策结果。当前的研究调查了决策者如何认知地处理证据项目。而且，将根据订单系统中的推荐时间来分析订单效果，以确定决策者如何使其决策与DSS建议保持一致。来自两个实验室实验的结果表明，连续的证据流被作为一系列简短的证据项进行处理。将证据项分析约束到单个问题无法降低复杂性。在实验中，当系统的决策按顺序最后显示时，人们最经常将他们的决策与系统的决策保持一致，这表明了新近度的效果。阶跃效应是一种偏见，导致人们对证据的重视程度更高，具体取决于证据的时间是可以构建决策支持系统工作流，以在独立证据审查之前或之后提出建议，从而产生顺序效果。人们将没有明确区分项目的证据视为简短的一系列证据。将证据分析限制在单个问题上不会减少证据在对证据进行独立审查后提出决策支持系统的建议时，决策支持系统的建议被接受的次数更多，表明其具有近期效应。

著录项

来源
《Interacting with Computers》 |2018年第6期|469-479|共11页
作者
Marquardson Jim; Grimes Mark;
展开▼
作者单位

Northern Michigan Univ Coll Business 1401 Presque Isle Ave Marquette MI 49855 USA;

Univ Houston Bauer Coll Business 4750 Calhoun Rd Houston TX 77204 USA;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
user centered design; decision support systems; HCI theory; concepts; and models; user studies;

机译：以用户为中心的设计;决策支持系统;人机交互理论概念;和模型;用户研究;

相似文献

外文文献
中文文献
专利

1. A decision support system for a multi stakeholder's decision process in a Portuguese National Forest. (Special Issue: Forest Management Decision Support Systems (FORSYS).) [J] . Garcia-Gonzalo J., Palma J. H. N., Freire J. P. A., Forest Systems . 2013,第2期

机译：用于葡萄牙国家森林中多利益相关方决策过程的决策支持系统。（特刊：森林管理决策支持系统（FORSYS）。）
2. The Effect of Perceived Factors of Decision Support Systems on Actual Usage: Behavioral Intention of Using Decision Support Systems as a Mediating Variable: “An Empirical Study of Jordanian Higher Education Institutions” [J] . Bilal Mohammed Salem Al-Momani International Journal of Business and Management . 2017,第1期

机译：决策支持系统的感知因素对实际使用的影响：将决策支持系统用作中介变量的行为意图：“约旦高等教育机构的实证研究”
3. Proposed Framework for Mobile Decision Support Systems for Higher Learning Institutions: Mobile Decision Support Systems [J] . Sophia Shabani Baruti International journal of handheld computing research . 2016,第3期

机译：高校移动决策支持系统的拟议框架：移动决策支持系统
4. Context-aware Spatial Decision Support Systems (CA-SDSS): Articulating Decision Support Systems, Business Intelligence and Recommender Systems considering the geospatial component [C] . Tatiana Delgado, Guillermo Gonzalez, Giosvany Miranda, International Workshop on Knowledge Discovery, Knowledge Management and Decision Support . 2013

机译：背景信息的空间决策支持系统（CA-SDSS）：考虑地理空间组件的铰接决策支持系统，商业智能和推荐系统
5. Adaptive decision support systems: A framework for making decision support systems more effective. [D] . Parikh, Mihir Ashokchandra. 1998

机译：自适应决策支持系统：使决策支持系统更有效的框架。
6. IV. Clinical Consultation Systems Medical Decision Support Systems and Clinical Research Data Bases: A. Medical Decision Support and Artificial Intelligence Methodologies: Automation of Formal Rules for Clinical Decision-Making Support Imbedded in an Information System [O] . R.H. Friedman, A.D. Frank 1981

机译：IV。临床咨询系统医疗决策支持系统和临床研究数据库：A.医疗决策支持和人工智能方法：信息系统中嵌入的临床决策支持形式规则的自动化
7. Decision-making is the process of analyzing information about a problem situation and comparing it to a specific conclusion in order to solve a specific problematic (Yıkılmaz, 2001; Miller and Byrnes, 2001). Decision-making styles are a mechanism that is influenced by the internal and external conditions that determine the direction of the decisions of the individual, the content of the decision-making process, and the outcome of the decision-making process (Payne, Bettman and Johson, 1993; Bavol’ár and Orosová, 2015). ACT is a contemporary member of the Cognitive Behavioral Therapy family. ACT (Acceptance and commitment therapy) has both similar and different directions with Behavioral Therapies and Cognitive Therapies (Herbet and Forman, 2011; Hayes, 2004). KKT responds to classical behavioral treatments using both existential and cognitive approaches in the analysis of behavior. KKT is a science wing that tries to solve human problems with a wider perspective aimed at solving problematic human behaviors (Plumb, Stewart, Dahl and Lundgren, 2009). It is seen that there is very little research about the new approach of ACT approach when the aiming country of our country is screened and it is thought that our country will contribute to the field of psychological counseling with the work done. In the scope of the research, experimental and control groups and preliminary test, post-test and follow-up measurements of 2x3 experimental design were used. The study's study group consists of a total of 24 (12 experimental and 12 control groups) university students studying in different departments and levels, continuing their education in the academic year of 2015-2016 in Ağrı province and İbrahim Chechen University in 2015-2016 academic year. The average age of participants in the experiment and control group is 20. There were 12 participants in the experimental group, 7 female and 5 male, and 12 participants, 7 female and 5 male in the control group. Personal Information Form and Decision Making Style Scale prepared by the researcher were used in the research. In order to decide on the tests to be used in the course of analyzing the data, the scores of the participant's Decision Styles Scale pre-test, which are placed primarily in the experimental and control groups, it was analyzed whether the basic expectations of parametric tests were answered. As a result of the analysis made, the scores, skewness and kurtosis coefficients obtained from the Decision Making Styles Scale were given to the experimental and control groups. It was determined that the distribution was normal in the result of Shapiro-Wilk test, in which the skewness and kurtosis coefficients of each sub-scale were ranked between -1 and +1. Participants in the experimental and control groups; homogeneity test results for decision-style pre-test measurements indicate that the data are homogeneous. According to the results of the Mauchly Globalness Test, it has been determined that working supports the hypothesis. It was determined that there was no significant difference between the pre-test scores obtained from dependent decision-making style of experiment and control groups, but the test group showed lower mean scores at the significant level within the scores of post-test and follow-up tests. Therefore, it can be said that the ACT-oriented psychoeducation program applied to the experimental group reduces the dependent decision-making style scores from the decision style sub-dimensions and the psychoeducation program has a lasting effect. It was determined that there was no significant difference between pre-test, post-test and follow-up scores obtained from the Spontaneous-Instant Decision Style of experiment and control groups. Thus, it can be said that this situation does not cause a significant difference in the Spontaneous-Decision-Making Style scores from the decision style sub-dimensions of the ACT-oriented psychoeducation program applied to the experimental group. The ACT -oriented psychoeducation program had a decline in the intuitive decision-making styles of the individuals, but this decrease did not create significant differences. Thus, it can be said that this situation does not make a meaningful difference in the intuitive decision style scores from the decision style sub-dimensions of the KKT oriented psychoeducation program applied to the experimental group. The pre-test scores obtained from the rational decision-making style of the experimental and control groups showed that there was a difference between the post-test and the follow-up scores, but this difference was not significant. As a result of the analysis, it was determined that the test group had higher levels of rational decision style than the pre - test scores in the post test and follow - up scores, whereas the post test and follow - up test scores in the control group rational decision style showed a decrease compared to the pre - test scores. the pre - test scores. Decision-making Styles Scale Avoidant Decision Making As a result of the analysis of the mean scores of the subscale scores of pre-test, post-test and follow-up measures, the group effect was found to be insignificant. It was determined that the experimental and control groups differed significantly from the pre-test scores obtained from the avoidant decision-making style but did not show any significant change within the scores of the post-test and follow-up tests. [O] . mustafa ercengiz, ali haydar şar 2018

机译：决策是分析有关问题情况的信息并将其与特定结论进行比较的过程，以解决特定的问题（Yıkılmaz，2001; Miller和Byrnes，2001）。决策风格是一种机制，受到内部和外部条件的影响，确定个人决定的方向，决策过程的内容以及决策过程的结果（PAYNE，BETTMAN和BEDNE） Johson，1993;Bavol'ár和奥萨洛瓦，2015）。法案是认知行为治疗家庭的当代成员。行为（验收和承诺治疗）具有与行为疗法和认知疗法的类似和不同方向（Herbet和Forman，2011; Hayes，2004）。 KKT在分析行为中使用存在性和认知方法来响应古典行为治疗方法。 KKT是一个科学翼，试图解决人类问题，旨在解决有问题的人类行为（铅垂，斯图尔特，Dahl和Lundgren，2009）。有人认为，当我们国家的瞄准国家进行筛选时，有关行动方法的新方法几乎没有研究，并且认为我们的国家将为完成工作做出贡献的心理咨询领域。在研究的范围内，使用实验和对照组和初步测试，使用后测试和后续测量的2x3实验设计。该研究的研究小组包括共24名（12个实验和12个对照组）大学学生在不同的部门和水平上学习，在2015-2016学术上继续进行2015-2016的学术年度2015-2016学年年。实验和对照组参与者的平均年龄是20.实验组中有12名参与者，7名女性和5名男性，12名参与者，7名女性和5名男性。研究人员准备的个人信息表格和决策制定风格规模在研究中使用。为了决定在分析数据的过程中使用的测试，参与者的决策风格刻度预测的分数主要在实验和对照组中进行，分析了参数的基本期望吗？测试得到了回答。由于对实验和对照组给出了从决策曲调标度获得的分数，偏移和峰度分子系数。确定该分布是正常的在成熟的-WILK试验结果中，其中每亚级的偏差和刚度系数在-1到+1之间排名。实验和对照组的参与者;决策式预测测量的同质性测试结果表明数据是均匀的。根据毛毛环保试验的结果，已确定工作支持假设。据确定，从依赖决策风格的实验和对照组获得的预测分数之间没有显着差异，但测试组在测试后的分数内显示出较低的平均分数和后续的分数 - 测试。因此，可以说，应用于实验组的面向活动的心理教育程序减少了决策风格子维度的依赖决策风格分数，并且心理教育程序具有持久的效果。据确定，从实验和对照组自发决策风格获得的预测试，测试后和后续评分之间没有显着差异。因此，可以说这种情况不会导致从应用于实验组的活动导向的心理教育程序的决策风格分数的自发决策风格分数显着差异。行为的心理教育计划在个人直观的决策风格下降，但这种减少并没有产生显着的差异。因此，可以说，这种情况不会在从应用于实验组的KKT导向的心理教育程序的决策风格分数中产生有意义的决策风格分数。从实验和对照组的理性决策风格获得的预测分数显示后检验后和随访评分之间存在差异，但这种差异并不重要。由于分析，确定测试组的理性决策风格较高，而不是后测试和后续分数的预测分数，而对照组合理决策风格的后测试和后续测试分数显示出与预测试分数相比的减少。预测分数。决策款式扩展避免决策由于分析了预测试，测试后和后续措施的班次评分的平均分数，发现群体效应是微不足道的。确定实验和对照组从避免决策风格获得的预测评分中显着不同，但在测试后和后续测试的分数内没有显示出任何重大变化。

Supporting Better Decisions: How Order Effects Influence Decision Support System Alignment

摘要

著录项

相似文献

相关主题

期刊订阅