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Text preprocessing for text mining in organizational research: Review and recommendations
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 …
voluminous natural language text data created by organizations, their employees, and their …
Metacritiques of upper echelons theory: Verdicts and recommendations for future research
After more than 35 years, Hambrick and Mason's upper echelons theory (UET) stands as
one of the most influential perspectives in management research. However, as the literature …
one of the most influential perspectives in management research. However, as the literature …
Omitted variable bias: Examining management research with the impact threshold of a confounding variable (ITCV)
Management research increasingly recognizes omitted variables as a primary source of
endogeneity that can induce bias in empirical estimation. Methodological scholarship on the …
endogeneity that can induce bias in empirical estimation. Methodological scholarship on the …
How workplace support for the COVID‐19 pandemic and personality traits affect changes in employees' affective commitment to the organization and job‐related well …
How do organizational responses to environmental disruptions affect employees' job‐
related well‐being? As the COVID‐19 pandemic has led to new ways of working, increased …
related well‐being? As the COVID‐19 pandemic has led to new ways of working, increased …
Time as a research lens: A conceptual review and research agenda
Time is gaining recognition as an important research perspective, yet the assumptions,
concepts, and boundaries of this perspective vary greatly across different fields. This …
concepts, and boundaries of this perspective vary greatly across different fields. This …
The “other” time: A review of the subjective experience of time in organizations
Time—whether objective (“clock”) time or the subjective experience of time—is an essential
concept for understanding how individuals, teams, and organizations evolve, grow, learn …
concept for understanding how individuals, teams, and organizations evolve, grow, learn …
Machine learning approaches to facial and text analysis: Discovering CEO oral communication styles
Abstract Research Summary We demonstrate how a novel synthesis of three methods—(a)
unsupervised topic modeling of text data to generate new measures of textual variance,(b) …
unsupervised topic modeling of text data to generate new measures of textual variance,(b) …
From inclusive climate to organizational innovation: Examining internal and external enablers for knowledge management capacity.
As the diversity field evolves, scholars are shifting the attention from mitigating “problems”
associated with diversity to searching for ways to leverage the potential value in diversity …
associated with diversity to searching for ways to leverage the potential value in diversity …
The role of the board chair—A literature review and suggestions for future research
Abstract Research Question/Issue The role of the board chair has become increasingly
complex in recent decades. Research on corporate governance has called for and has …
complex in recent decades. Research on corporate governance has called for and has …
The impact of CEO attributes on corporate decision-making and outcomes: a review and an agenda for future research
Purpose The role of chief executive officer (CEO) personal characteristics in sha**
corporate policies has attracted increasing academic attention in the past two decades. In …
corporate policies has attracted increasing academic attention in the past two decades. In …