Text preprocessing for text mining in organizational research: Review and recommendations

L Hickman, S Thapa, L Tay, M Cao… - Organizational …, 2022 - journals.sagepub.com
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 …

Metacritiques of upper echelons theory: Verdicts and recommendations for future research

BH Neely Jr, JB Lovelace, AP Cowen… - Journal of …, 2020 - journals.sagepub.com
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 …

Omitted variable bias: Examining management research with the impact threshold of a confounding variable (ITCV)

JR Busenbark, H Yoon, DL Gamache… - Journal of …, 2022 - journals.sagepub.com
Management research increasingly recognizes omitted variables as a primary source of
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 …

M Mihalache, OR Mihalache - Human resource management, 2022 - Wiley Online Library
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 …

Time as a research lens: A conceptual review and research agenda

B Blagoev, T Hernes, S Kunisch… - Journal of …, 2024 - journals.sagepub.com
Time is gaining recognition as an important research perspective, yet the assumptions,
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

AJ Shipp, KJ Jansen - Academy of Management Annals, 2021 - journals.aom.org
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 …

Machine learning approaches to facial and text analysis: Discovering CEO oral communication styles

P Choudhury, D Wang, NA Carlson… - Strategic Management …, 2019 - Wiley Online Library
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) …

From inclusive climate to organizational innovation: Examining internal and external enablers for knowledge management capacity.

Y Li, Y Shao, M Wang, Y Fang, Y Gong… - Journal of Applied …, 2022 - psycnet.apa.org
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 …

The role of the board chair—A literature review and suggestions for future research

A Banerjee, M Nordqvist… - … : An International Review, 2020 - Wiley Online Library
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 …

The impact of CEO attributes on corporate decision-making and outcomes: a review and an agenda for future research

C Osei Bonsu, C Liu, A Yawson - International Journal of Managerial …, 2024 - emerald.com
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 …