Review of Item Response Theory Practices in Organizational Research
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DOI: 10.1177/1094428116689708
Abstract: In this article, we review recent psychometric practices to determine how item response theory (IRT) has been used in organizational research. We identified and coded 63 articles that used IRT on empirical data published in… read more here.
Keywords: organizational research; response theory; research; item response ... See more keywords
Text Mining in Organizational Research
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DOI: 10.1177/1094428117722619
Abstract: Despite the ubiquity of textual data, so far few researchers have applied text mining to answer organizational research questions. Text mining, which essentially entails a quantitative approach to the analysis of (usually) voluminous textual data,… read more here.
Keywords: organizational research; text mining; research; mining organizational ... See more keywords
Multilevel Latent Profile Analysis With Covariates
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DOI: 10.1177/1094428118760690
Abstract: Latent profile analysis (LPA) is a person-centered method commonly used in organizational research to identify homogeneous subpopulations of employees within a heterogeneous population. However, in the case of nested data structures, such as employees nested… read more here.
Keywords: profile; profile analysis; multilevel latent; organizational research ... See more keywords
An Overview of Functional Magnetic Resonance Imaging Techniques for Organizational Research
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DOI: 10.1177/1094428118802631
Abstract: Functional magnetic resonance imaging is a galvanizing tool for behavioral scientists. It provides a means by which to see what the brain does while a person thinks, acts, or perceives, without invasive procedures. In this,… read more here.
Keywords: organizational research; functional magnetic; magnetic resonance; resonance imaging ... See more keywords
Text Preprocessing for Text Mining in Organizational Research: Review and Recommendations
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DOI: 10.1177/1094428120971683
Abstract: Recent advances in text mining have provided new methods for capitalizing on the voluminous natural language text data created by organizations, their employees, and their customers. Although often... read more here.
Keywords: organizational research; text mining; text preprocessing;
Out of Shape: The Implications of (Extremely) Nonnormal Dependent Variables
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DOI: 10.1177/10944281231167839
Abstract: Organizational researchers have increasingly noted the problems associated with nonnormal dependent variable distributions. Most of this scholarship focuses on variables with positive values and long tails, such as employee performance, capital expenses, and assets. However,… read more here.
Keywords: nonnormal dependent; shape implications; implications extremely; dependent variables ... See more keywords
Culture, technology, and process in ‘media theories’: Toward a shift in the understanding of media in organizational research
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DOI: 10.1177/1350508419855702
Abstract: The concept of ‘media’ can provide an anchor point for developing organizational theories about information and communication technologies, materiality, communication, and organizational change. However, to date, organizational research often takes the meaning of the term… read more here.
Keywords: media organizational; research; technology; organizational research ... See more keywords