首页 > 最新文献

Organizational Research Methods最新文献

英文 中文
Assessing Dimensionality of the Ideal Point Item Response Theory Model Using Posterior Predictive Model Checking 用后验预测模型检验评估理想点项目反应理论模型的维度
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-10-18 DOI: 10.1177/10944281211050609
Seang-Hwane Joo, Philseok Lee, Jung Yeon Park, Stephen E. Stark
Although the use of ideal point item response theory (IRT) models for organizational research has increased over the last decade, the assessment of construct dimensionality of ideal point scales has been overlooked in previous research. In this study, we developed and evaluated dimensionality assessment methods for an ideal point IRT model under the Bayesian framework. We applied the posterior predictive model checking (PPMC) approach to the most widely used ideal point IRT model, the generalized graded unfolding model (GGUM). We conducted a Monte Carlo simulation to compare the performance of item pair discrepancy statistics and to evaluate the Type I error and power rates of the methods. The simulation results indicated that the Bayesian dimensionality detection method controlled Type I errors reasonably well across the conditions. In addition, the proposed method showed better performance than existing methods, yielding acceptable power when 20% of the items were generated from the secondary dimension. Organizational implications and limitations of the study are further discussed.
尽管在过去十年中,理想点-项-反应理论(IRT)模型在组织研究中的应用有所增加,但在以往的研究中,对理想点量表的结构维度的评估一直被忽视。在本研究中,我们在贝叶斯框架下开发并评估了理想点IRT模型的维度评估方法。我们将后验预测模型检验(PPMC)方法应用于最广泛使用的理想点IRT模型,即广义分级展开模型(GGUM)。我们进行了蒙特卡罗模拟,以比较项目对差异统计的性能,并评估这些方法的I型误差和功率率。仿真结果表明,贝叶斯维数检测方法在各种条件下都能很好地控制I型误差。此外,所提出的方法显示出比现有方法更好的性能,当20%的项目是从二次维度生成时,产生了可接受的功率。进一步讨论了该研究的组织含义和局限性。
{"title":"Assessing Dimensionality of the Ideal Point Item Response Theory Model Using Posterior Predictive Model Checking","authors":"Seang-Hwane Joo, Philseok Lee, Jung Yeon Park, Stephen E. Stark","doi":"10.1177/10944281211050609","DOIUrl":"https://doi.org/10.1177/10944281211050609","url":null,"abstract":"Although the use of ideal point item response theory (IRT) models for organizational research has increased over the last decade, the assessment of construct dimensionality of ideal point scales has been overlooked in previous research. In this study, we developed and evaluated dimensionality assessment methods for an ideal point IRT model under the Bayesian framework. We applied the posterior predictive model checking (PPMC) approach to the most widely used ideal point IRT model, the generalized graded unfolding model (GGUM). We conducted a Monte Carlo simulation to compare the performance of item pair discrepancy statistics and to evaluate the Type I error and power rates of the methods. The simulation results indicated that the Bayesian dimensionality detection method controlled Type I errors reasonably well across the conditions. In addition, the proposed method showed better performance than existing methods, yielding acceptable power when 20% of the items were generated from the secondary dimension. Organizational implications and limitations of the study are further discussed.","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45044899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
ORM-CARMA Virtual Feature Topics for Advanced Reviewer Development 用于高级评审员开发的ORM-CARMA虚拟功能主题
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-10-01 DOI: 10.1177/10944281211030648
L. J. Williams, G. Banks, R. Vandenberg
Providing developmental peer reviewers is one of the most critical services performed by researchers in the organizational sciences (Bedeian, 2003). Yet, completing helpful and constructive reviews is not easy (Epstein, 1995; Feldman, 2005). This challenge may be due, in part, to the fact that our field provides only limited formal reviewer training in graduate programs and through professional development workshops (PDWs). Much of what new reviewers learn happens through informal training with mentors (Carpenter, 2009). Without effective training, reviewers may be prone to biases in their methodological evaluations of manuscripts (Banks et al., 2016; Bedeian, Taylor, & Miller, 2010; Emerson et al., 2010) or may simply lack the expertise needed to evaluate manuscripts due to the large variety of content areas and methodological techniques being employed in research. Many editorials have been written to provide guidance for basic reviewer development (e.g., Lee, 1995). Recently, the Society for Industrial and Organizational Psychology (SIOP) and the Consortium for the Advancement of Research Methods and Analysis (CARMA) started an initiative around basic reviewer development (http://carmarmep.org/siop-carma-reviewer-series/). This ongoing training serves to introduce basic reviewer competencies (Koehler et al., 2020), recommend readings, and training videos that are freely available to help new and even experienced reviewers improve the quality of their reviews. While basic reviewer development is laudable, there is also a need for more formal training on advanced methodological topics. Hence, Organizational Research Methods along with CARMA are now introducing a new Virtual Feature Topic targeted at advanced reviewer development.
提供发展同行评审是组织科学研究人员提供的最关键的服务之一(Bedeian,2003)。然而,完成有益和建设性的评论并不容易(Epstein,1995;Feldman,2005)。这一挑战可能部分是由于我们的领域在研究生项目和专业发展研讨会(PDW)中只提供有限的正式评审员培训。新评审员学到的很多东西都是通过与导师的非正式培训获得的(Carpenter,2009)。如果没有有效的培训,审稿人在对手稿的方法论评估中可能容易产生偏见(Banks等人,2016;Bedeian,Taylor,&Miller,2010;Emerson等人,2010),或者由于研究中使用的内容领域和方法论技术种类繁多,可能根本缺乏评估手稿所需的专业知识。许多社论都是为基本评论家的发展提供指导而写的(例如,Lee,1995)。最近,工业与组织心理学学会(SIOP)和研究方法与分析促进会(CARMA)围绕基本评审员的发展发起了一项倡议(http://carmarmep.org/siop-carma-reviewer-series/)。这项正在进行的培训旨在介绍基本的评审员能力(Koehler等人,2020),推荐阅读材料,以及免费提供的培训视频,以帮助新的甚至有经验的评审员提高评审质量。虽然基本的评审员发展值得称赞,但也需要对高级方法论主题进行更正式的培训。因此,组织研究方法和CARMA现在引入了一个新的虚拟特征主题,旨在开发高级评审员。
{"title":"ORM-CARMA Virtual Feature Topics for Advanced Reviewer Development","authors":"L. J. Williams, G. Banks, R. Vandenberg","doi":"10.1177/10944281211030648","DOIUrl":"https://doi.org/10.1177/10944281211030648","url":null,"abstract":"Providing developmental peer reviewers is one of the most critical services performed by researchers in the organizational sciences (Bedeian, 2003). Yet, completing helpful and constructive reviews is not easy (Epstein, 1995; Feldman, 2005). This challenge may be due, in part, to the fact that our field provides only limited formal reviewer training in graduate programs and through professional development workshops (PDWs). Much of what new reviewers learn happens through informal training with mentors (Carpenter, 2009). Without effective training, reviewers may be prone to biases in their methodological evaluations of manuscripts (Banks et al., 2016; Bedeian, Taylor, & Miller, 2010; Emerson et al., 2010) or may simply lack the expertise needed to evaluate manuscripts due to the large variety of content areas and methodological techniques being employed in research. Many editorials have been written to provide guidance for basic reviewer development (e.g., Lee, 1995). Recently, the Society for Industrial and Organizational Psychology (SIOP) and the Consortium for the Advancement of Research Methods and Analysis (CARMA) started an initiative around basic reviewer development (http://carmarmep.org/siop-carma-reviewer-series/). This ongoing training serves to introduce basic reviewer competencies (Koehler et al., 2020), recommend readings, and training videos that are freely available to help new and even experienced reviewers improve the quality of their reviews. While basic reviewer development is laudable, there is also a need for more formal training on advanced methodological topics. Hence, Organizational Research Methods along with CARMA are now introducing a new Virtual Feature Topic targeted at advanced reviewer development.","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49065474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The Power, Accuracy, and Precision of the Relational Event Model 关系事件模型的功能、准确性和精确性
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-10-01 DOI: 10.1177/1094428120963830
Aaron Schecter, E. Quintane
The relational event model (REM) solves a problem for organizational researchers who have access to sequences of time-stamped interactions. It enables them to estimate statistical models without collapsing the data into cross-sectional panels, which removes timing and sequence information. However, there is little guidance in the extant literature regarding issues that may affect REM’s power, precision, and accuracy: How many events or actors are needed? How large should the risk set be? How should statistics be scaled? To gain insights into these issues, we conduct a series of experiments using simulated sequences of relational events under different conditions and using different sampling and scaling strategies. We also provide an empirical example using email communications in a real-life context. Our results indicate that, in most cases, the power and precision levels of REMs are good, making it a strong explanatory model. However, REM suffers from issues of accuracy that can be severe in certain cases, making it a poor predictive model. We provide a set of practical recommendations to guide researchers’ use of REMs in organizational research.
关系事件模型(REM)为组织研究人员解决了一个问题,他们可以访问带有时间戳的交互序列。它使他们能够估计统计模型,而无需将数据折叠成横截面面板,从而删除时间和序列信息。然而,在现存的文献中,关于可能影响REM的能力、准确性和准确性的问题,几乎没有什么指导:需要多少事件或参与者?风险应该有多大?统计数据应该如何缩放?为了深入了解这些问题,我们在不同条件下使用模拟的关系事件序列,并使用不同的采样和缩放策略,进行了一系列实验。我们还提供了一个在现实生活中使用电子邮件通信的经验示例。我们的结果表明,在大多数情况下,REMs的功率和精度水平都很好,使其成为一个强有力的解释模型。然而,REM存在准确性问题,在某些情况下可能会很严重,这使得它成为一个糟糕的预测模型。我们提供了一套实用的建议来指导研究人员在组织研究中使用REMs。
{"title":"The Power, Accuracy, and Precision of the Relational Event Model","authors":"Aaron Schecter, E. Quintane","doi":"10.1177/1094428120963830","DOIUrl":"https://doi.org/10.1177/1094428120963830","url":null,"abstract":"The relational event model (REM) solves a problem for organizational researchers who have access to sequences of time-stamped interactions. It enables them to estimate statistical models without collapsing the data into cross-sectional panels, which removes timing and sequence information. However, there is little guidance in the extant literature regarding issues that may affect REM’s power, precision, and accuracy: How many events or actors are needed? How large should the risk set be? How should statistics be scaled? To gain insights into these issues, we conduct a series of experiments using simulated sequences of relational events under different conditions and using different sampling and scaling strategies. We also provide an empirical example using email communications in a real-life context. Our results indicate that, in most cases, the power and precision levels of REMs are good, making it a strong explanatory model. However, REM suffers from issues of accuracy that can be severe in certain cases, making it a poor predictive model. We provide a set of practical recommendations to guide researchers’ use of REMs in organizational research.","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/1094428120963830","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46952812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Recommendations for Reviewing Meta-Analyses in Organizational Research 组织研究中回顾元分析的建议
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-10-01 DOI: 10.1177/1094428120967089
J. DeSimone, M. Brannick, Ernest H. O’Boyle, J. Ryu
This article encourages transparency in the reporting of meta-analytic procedures. Specifically, we highlight aspects of meta-analytic search, coding, data presentation, and data analysis where published meta-analyses often fall short in presenting sufficient information to allow replication. We identify opportunities where reviewers can request additional information or analyses that will enhance transparent reporting practices and facilitate the evaluation of quality in meta-analytic reporting. We focus on concerns specific to (or prevalent in) meta-analyses conducted in organizational research. In doing so, we reference a number of existing and emerging techniques, highlighting their contribution to meta-analysis while emphasizing key information reviewers may request. Our focus is primarily on meta-analyses, but secondary uses of meta-analytic data are also considered. We conclude by providing a checklist for reviewers in an effort to facilitate the review process as it pertains to the goals of transparency and replicability.
本文鼓励meta分析过程报告透明化。具体来说,我们强调了元分析搜索、编码、数据表示和数据分析的各个方面,在这些方面,已发表的元分析通常在提供足够的信息以允许复制方面存在不足。我们确定审稿人可以要求额外信息或分析的机会,这将提高报告实践的透明度,并促进对元分析报告质量的评估。我们关注组织研究中进行的元分析的具体问题(或普遍问题)。在此过程中,我们参考了一些现有的和新兴的技术,强调了它们对元分析的贡献,同时强调了审稿人可能需要的关键信息。我们主要关注元分析,但也考虑了元分析数据的二次使用。最后,我们为评审人员提供了一个检查表,以促进评审过程,因为它与透明度和可复制性的目标有关。
{"title":"Recommendations for Reviewing Meta-Analyses in Organizational Research","authors":"J. DeSimone, M. Brannick, Ernest H. O’Boyle, J. Ryu","doi":"10.1177/1094428120967089","DOIUrl":"https://doi.org/10.1177/1094428120967089","url":null,"abstract":"This article encourages transparency in the reporting of meta-analytic procedures. Specifically, we highlight aspects of meta-analytic search, coding, data presentation, and data analysis where published meta-analyses often fall short in presenting sufficient information to allow replication. We identify opportunities where reviewers can request additional information or analyses that will enhance transparent reporting practices and facilitate the evaluation of quality in meta-analytic reporting. We focus on concerns specific to (or prevalent in) meta-analyses conducted in organizational research. In doing so, we reference a number of existing and emerging techniques, highlighting their contribution to meta-analysis while emphasizing key information reviewers may request. Our focus is primarily on meta-analyses, but secondary uses of meta-analytic data are also considered. We conclude by providing a checklist for reviewers in an effort to facilitate the review process as it pertains to the goals of transparency and replicability.","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/1094428120967089","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41902304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 18
Applying Neuroscience to Emergent Processes in Teams 将神经科学应用于团队中的紧急过程
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-07-01 DOI: 10.1177/1094428120915516
Danni Wang, D. Waldman, Pierre A. Balthazard, Maja Stikic, Nicola M. Pless, Thomas Maak, C. Berka, Travis Richardson
In this article, we describe how neuroscience can be used in the study of team dynamics. Specifically, we point out methodological limitations in current team-based research and explain how quantitative electroencephalogram technology can be applied to the study of emergent processes in teams. In so doing, we describe how this technology and related analyses can explain emergent processes in teams through an example of the neural assessment of attention of team members who are engaged in a problem-solving task. Specifically, we demonstrate how the real-time, continuous neural signatures of team members’ attention in a problem-solving context emerges in teams over time. We then consider how further development of this technology might advance our understanding of the emergence of other team-based constructs and research questions.
在这篇文章中,我们描述了如何将神经科学用于团队动力学的研究。具体来说,我们指出了目前基于团队的研究方法的局限性,并解释了如何将定量脑电图技术应用于团队中突发过程的研究。在这样做的过程中,我们描述了这项技术和相关分析如何通过一个例子来解释团队中从事解决问题任务的团队成员的注意力的神经评估。具体来说,我们展示了团队成员在解决问题的背景下如何随着时间的推移在团队中出现实时、连续的神经特征。然后,我们考虑这项技术的进一步发展如何促进我们对其他基于团队的结构和研究问题的理解。
{"title":"Applying Neuroscience to Emergent Processes in Teams","authors":"Danni Wang, D. Waldman, Pierre A. Balthazard, Maja Stikic, Nicola M. Pless, Thomas Maak, C. Berka, Travis Richardson","doi":"10.1177/1094428120915516","DOIUrl":"https://doi.org/10.1177/1094428120915516","url":null,"abstract":"In this article, we describe how neuroscience can be used in the study of team dynamics. Specifically, we point out methodological limitations in current team-based research and explain how quantitative electroencephalogram technology can be applied to the study of emergent processes in teams. In so doing, we describe how this technology and related analyses can explain emergent processes in teams through an example of the neural assessment of attention of team members who are engaged in a problem-solving task. Specifically, we demonstrate how the real-time, continuous neural signatures of team members’ attention in a problem-solving context emerges in teams over time. We then consider how further development of this technology might advance our understanding of the emergence of other team-based constructs and research questions.","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/1094428120915516","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47461126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Scoring Dimension-Level Job Performance From Narrative Comments: Validity and Generalizability When Using Natural Language Processing 从叙述性评论中评分维度水平的工作表现:使用自然语言处理时的有效性和概括性
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-07-01 DOI: 10.1177/1094428120930815
Andrew B. Speer
Performance appraisal narratives are qualitative descriptions of employee job performance. This data source has seen increased research attention due to the ability to efficiently derive insights using natural language processing (NLP). The current study details the development of NLP scoring for performance dimensions from narrative text and then investigates validity and generalizability evidence for those scores. Specifically, narrative valence scores were created to measure a priori performance dimensions. These scores were derived using bag of words and word embedding features and then modeled using modern prediction algorithms. Construct validity evidence was investigated across three samples, revealing that the scores converged with independent human ratings of the text, aligned numerical performance ratings made during the appraisal, and demonstrated some degree of discriminant validity. However, construct validity evidence differed based on which NLP algorithm was used to derive scores. In addition, valence scores generalized to both downward and upward rating contexts. Finally, the performance valence algorithms generalized better in contexts where the same qualitative survey design was used compared with contexts where different instructions were given to elicit narrative text.
绩效评估叙述是对员工工作表现的定性描述。由于能够使用自然语言处理(NLP)有效地获得见解,该数据源受到了越来越多的研究关注。目前的研究详细介绍了叙事文本中表现维度的NLP评分的发展,然后调查了这些评分的有效性和可推广性证据。具体来说,叙事效价得分是用来衡量先验表现维度的。这些分数是使用单词袋和单词嵌入特征得出的,然后使用现代预测算法进行建模。对三个样本的结构有效性证据进行了调查,结果表明,这些分数与文本的独立人类评级一致,与评估过程中的数字表现评级一致,并表现出一定程度的判别有效性。然而,基于哪种NLP算法来推导分数,结构有效性证据各不相同。此外,配价分数适用于评级下调和上调的情况。最后,与给出不同指令以引出叙述性文本的情况相比,性能效价算法在使用相同定性调查设计的情况下推广得更好。
{"title":"Scoring Dimension-Level Job Performance From Narrative Comments: Validity and Generalizability When Using Natural Language Processing","authors":"Andrew B. Speer","doi":"10.1177/1094428120930815","DOIUrl":"https://doi.org/10.1177/1094428120930815","url":null,"abstract":"Performance appraisal narratives are qualitative descriptions of employee job performance. This data source has seen increased research attention due to the ability to efficiently derive insights using natural language processing (NLP). The current study details the development of NLP scoring for performance dimensions from narrative text and then investigates validity and generalizability evidence for those scores. Specifically, narrative valence scores were created to measure a priori performance dimensions. These scores were derived using bag of words and word embedding features and then modeled using modern prediction algorithms. Construct validity evidence was investigated across three samples, revealing that the scores converged with independent human ratings of the text, aligned numerical performance ratings made during the appraisal, and demonstrated some degree of discriminant validity. However, construct validity evidence differed based on which NLP algorithm was used to derive scores. In addition, valence scores generalized to both downward and upward rating contexts. Finally, the performance valence algorithms generalized better in contexts where the same qualitative survey design was used compared with contexts where different instructions were given to elicit narrative text.","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/1094428120930815","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42014110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Corrigendum to From Nuisance to Novel Research Questions: Using Multilevel Models to Predict Heterogeneous Variances 从麻烦到新颖的研究问题:使用多水平模型预测异质方差的勘误表
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-07-01 DOI: 10.1177/10944281211011778
Lester, H. F., Cullen-Lester, K. L., & Walters, R. W. (2019). From nuisance to novel research questions: Using multilevel models to predict heterogeneous variances. Organizational Research Methods, 24(2), 342-388. From the above referenced article, which was printed in the April 2021 issue of Organizational Research Methods, the funding information has been updated, correct funding statement should read as:
莱斯特,h.f.,卡伦-莱斯特,k.l.,和沃尔特斯,r.w.(2019)。从讨厌到新颖的研究问题:使用多层模型预测异质方差。组织研究方法,24(2),342-388。上述引用文章发表于《组织研究方法》(Organizational Research Methods) 2021年4月刊,资助信息已更新,正确的资助声明应为:
{"title":"Corrigendum to From Nuisance to Novel Research Questions: Using Multilevel Models to Predict Heterogeneous Variances","authors":"","doi":"10.1177/10944281211011778","DOIUrl":"https://doi.org/10.1177/10944281211011778","url":null,"abstract":"Lester, H. F., Cullen-Lester, K. L., & Walters, R. W. (2019). From nuisance to novel research questions: Using multilevel models to predict heterogeneous variances. Organizational Research Methods, 24(2), 342-388. From the above referenced article, which was printed in the April 2021 issue of Organizational Research Methods, the funding information has been updated, correct funding statement should read as:","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/10944281211011778","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45259173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Planned Missingness: How to and How Much? 计划导弹:如何发射,发射多少?
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-05-28 DOI: 10.1177/10944281211016534
Charlene Zhang, Martin C. Yu
Planned missingness (PM) can be implemented for survey studies to reduce study length and respondent fatigue. Based on a large sample of Big Five personality data, the present study simulates how factors including PM design (three-form and random percentage [RP]), amount of missingness, and sample size affect the ability of full-information maximum likelihood (FIML) estimation to treat missing data. Results show that although the effectiveness of FIML for treating missing data decreases as sample size decreases and amount of missing data increases, estimates only deviate substantially from truth in extreme conditions. Furthermore, the specific PM design, whether it be a three-form or RP design, makes little difference although the RP design should be easier to implement for computer-based surveys. The examination of specific boundary conditions for the application of PM as paired with FIML techniques has important implications for both the research methods literature and practitioners regularly conducting survey research
可以对调查研究实施计划缺失(PM),以减少研究时间和受访者疲劳。基于五大人格数据的大样本,本研究模拟了PM设计(三种形式和随机百分比[RP])、缺失量和样本量等因素如何影响全信息最大似然(FIML)估计处理缺失数据的能力。结果表明,尽管FIML处理缺失数据的有效性随着样本量的减少和缺失数据量的增加而降低,但在极端条件下,估计值仅与真实值有很大偏差。此外,具体的PM设计,无论是三种形式还是RP设计,都没有什么不同,尽管RP设计应该更容易在基于计算机的调查中实现。PM应用的特定边界条件的检查与FIML技术相结合,对研究方法文献和定期进行调查研究的从业者都具有重要意义
{"title":"Planned Missingness: How to and How Much?","authors":"Charlene Zhang, Martin C. Yu","doi":"10.1177/10944281211016534","DOIUrl":"https://doi.org/10.1177/10944281211016534","url":null,"abstract":"Planned missingness (PM) can be implemented for survey studies to reduce study length and respondent fatigue. Based on a large sample of Big Five personality data, the present study simulates how factors including PM design (three-form and random percentage [RP]), amount of missingness, and sample size affect the ability of full-information maximum likelihood (FIML) estimation to treat missing data. Results show that although the effectiveness of FIML for treating missing data decreases as sample size decreases and amount of missing data increases, estimates only deviate substantially from truth in extreme conditions. Furthermore, the specific PM design, whether it be a three-form or RP design, makes little difference although the RP design should be easier to implement for computer-based surveys. The examination of specific boundary conditions for the application of PM as paired with FIML techniques has important implications for both the research methods literature and practitioners regularly conducting survey research","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/10944281211016534","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47116554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
A Test-Retest Reliability Generalization Meta-Analysis of Judgments Via the Policy-Capturing Technique 基于策略捕获技术的测试-复验可靠性综合评判元分析
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-05-12 DOI: 10.1177/10944281211011529
Ze Zhu, Alan J. Tomassetti, R. Dalal, Shannon W. Schrader, Kevin Loo, Isaac E. Sabat, Balca Alaybek, You Zhou, Chelsea Jones, Shea Fyffe
Policy capturing is a widely used technique, but the temporal stability of policy-capturing judgments has long been a cause for concern. This article emphasizes the importance of reporting reliability, and in particular test-retest reliability, estimates in policy-capturing studies. We found that only 164 of 955 policy-capturing studies (i.e., 17.17%) reported a test-retest reliability estimate. We then conducted a reliability generalization meta-analysis on policy-capturing studies that did report test-retest reliability estimates—and we obtained an average reliability estimate of .78. We additionally examined 16 potential methodological and substantive antecedents to test-retest reliability (equivalent to moderators in validity generalization studies). We found that test-retest reliability was robust to variation in 14 of the 16 factors examined but that reliability was higher in paper-and-pencil studies than in web-based studies and was higher for behavioral intention judgments than for other (e.g., attitudinal and perceptual) judgments. We provide an agenda for future research. Finally, we provide several best-practice recommendations for researchers (and journal reviewers) with regard to (a) reporting test-retest reliability, (b) designing policy-capturing studies for appropriate reportage, and (c) properly interpreting test-retest reliability in policy-capturing studies.
策略捕获是一种广泛使用的技术,但策略捕获判断的时间稳定性长期以来一直是一个令人担忧的问题。本文强调了在政策获取研究中报告可靠性,特别是测试-再测试可靠性评估的重要性。我们发现955项政策捕获研究中只有164项(即17.17%)报告了重测信度估计。然后,我们对政策捕获研究进行了可靠性泛化荟萃分析,这些研究确实报告了测试-重新测试可靠性估计-我们获得了0.78的平均可靠性估计。我们还检查了16个潜在的方法学和实质性前因来重测信度(相当于效度泛化研究中的调节因子)。我们发现,在16个被检验的因素中,有14个的重测信度是稳健的,但纸笔研究的信度高于基于网络的研究,行为意图判断的信度高于其他(如态度和知觉)判断。我们为未来的研究提供了一个议程。最后,我们为研究人员(和期刊审稿人)提供了一些关于(a)报告测试重测信度的最佳实践建议,(b)为适当的报告文学设计政策捕获研究,以及(c)正确解释政策捕获研究中的测试重测信度。
{"title":"A Test-Retest Reliability Generalization Meta-Analysis of Judgments Via the Policy-Capturing Technique","authors":"Ze Zhu, Alan J. Tomassetti, R. Dalal, Shannon W. Schrader, Kevin Loo, Isaac E. Sabat, Balca Alaybek, You Zhou, Chelsea Jones, Shea Fyffe","doi":"10.1177/10944281211011529","DOIUrl":"https://doi.org/10.1177/10944281211011529","url":null,"abstract":"Policy capturing is a widely used technique, but the temporal stability of policy-capturing judgments has long been a cause for concern. This article emphasizes the importance of reporting reliability, and in particular test-retest reliability, estimates in policy-capturing studies. We found that only 164 of 955 policy-capturing studies (i.e., 17.17%) reported a test-retest reliability estimate. We then conducted a reliability generalization meta-analysis on policy-capturing studies that did report test-retest reliability estimates—and we obtained an average reliability estimate of .78. We additionally examined 16 potential methodological and substantive antecedents to test-retest reliability (equivalent to moderators in validity generalization studies). We found that test-retest reliability was robust to variation in 14 of the 16 factors examined but that reliability was higher in paper-and-pencil studies than in web-based studies and was higher for behavioral intention judgments than for other (e.g., attitudinal and perceptual) judgments. We provide an agenda for future research. Finally, we provide several best-practice recommendations for researchers (and journal reviewers) with regard to (a) reporting test-retest reliability, (b) designing policy-capturing studies for appropriate reportage, and (c) properly interpreting test-retest reliability in policy-capturing studies.","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/10944281211011529","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44952843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Systematicity in Organizational Research Literature Reviews: A Framework and Assessment 组织研究文献综述的系统性:框架与评价
IF 9.5 2区 管理学 Q1 Business, Management and Accounting Pub Date : 2021-05-04 DOI: 10.1177/10944281211008652
Zeki Simsek, B. Fox, Ciaran Heavey
In this study, we first develop a framework that presents systematicity as an encompassing orientation toward the application of explicit methods in the practice of literature reviews, informed by the principles of transparency, coverage, saturation, connectedness, universalism, and coherence. We then supplement that conceptual development with empirical insights into the reported practices of systematicity in a sample of 165 published reviews across three journals in organizational research. We finally trace implications for the future conduct of literature reviews, including the potential perils of systematicity without mindfulness.
在这项研究中,我们首先开发了一个框架,根据透明、覆盖、饱和、连通性、普遍主义和连贯性的原则,将系统性作为在文献综述实践中应用显式方法的一个包罗万象的方向。然后,我们在组织研究的三种期刊上发表的165篇评论样本中,用对所报道的系统性实践的经验见解来补充这一概念发展。最后,我们追溯了对未来文学评论的影响,包括没有正念的系统性的潜在危险。
{"title":"Systematicity in Organizational Research Literature Reviews: A Framework and Assessment","authors":"Zeki Simsek, B. Fox, Ciaran Heavey","doi":"10.1177/10944281211008652","DOIUrl":"https://doi.org/10.1177/10944281211008652","url":null,"abstract":"In this study, we first develop a framework that presents systematicity as an encompassing orientation toward the application of explicit methods in the practice of literature reviews, informed by the principles of transparency, coverage, saturation, connectedness, universalism, and coherence. We then supplement that conceptual development with empirical insights into the reported practices of systematicity in a sample of 165 published reviews across three journals in organizational research. We finally trace implications for the future conduct of literature reviews, including the potential perils of systematicity without mindfulness.","PeriodicalId":19689,"journal":{"name":"Organizational Research Methods","volume":null,"pages":null},"PeriodicalIF":9.5,"publicationDate":"2021-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/10944281211008652","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45921356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 30
期刊
Organizational Research Methods
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
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
×
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
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