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 …

The kernel of truth in text-based personality assessment: A meta-analysis of the relations between the Big Five and the Linguistic Inquiry and Word Count (LIWC).

A Koutsoumpis, JK Oostrom, D Holtrop… - Psychological …, 2022 - psycnet.apa.org
Abstract The Linguistic Inquiry and Word Count (LIWC) is a popular closed-vocabulary text
analysis software program that is used to understand whether individuals' use of linguistic …

On the scientific study of small samples: Challenges confronting quantitative and qualitative methodologies

R McDermott - The Leadership Quarterly, 2023 - Elsevier
Often phenomena that are important to understand and predict are very rare. Rare events
can prove difficult to analyze systematically because they do not generate many sampling …

Leadership in the digital era: A review of who, what, when, where, and why

GC Banks, SD Dionne, MS Mast, H Sayama - The Leadership Quarterly, 2022 - Elsevier
Leadership as a social influence process has always involved a complex set of phenomena
that demands an interdisciplinary lens. Leadership scholarship has now entered into a …

Common methodological mistakes

JN Wulff, GB Sajons, G Pogrebna, S Lonati… - The Leadership …, 2023 - Elsevier
For scientific discoveries to be valid—whether in theory or empirically—a phenomenon must
be accurately described: The scientist must use appropriate counterfactuals and eliminate …

Where is “behavior” in organizational behavior? A call for a revolution in leadership research and beyond

GC Banks, HM Woznyj, CA Mansfield - The Leadership Quarterly, 2023 - Elsevier
Behaviors can be characterized as “the internally coordinated responses (actions or
inactions) of whole living organisms (individuals or groups) to internal and/or external …

How loneliness is talked about in social media during COVID-19 pandemic: Text mining of 4,492 Twitter feeds

JX Koh, TM Liew - Journal of psychiatric research, 2022 - Elsevier
Background Loneliness is a public health problem that is expected to rise during the COVID-
19 pandemic, given the widespread policy of quarantine. The literature is unclear whether …

Measuring performance during crises and beyond: The Performance Promoter Score

H Aguinis, J Burgi-Tian - Business Horizons, 2021 - Elsevier
Many organizations are curtailing or even abandoning performance management because
of difficulties measuring performance and disruptions in performance-based pay due to the …

Enhancing rigor in quantitative entrepreneurship research

M Maula, W Stam - Entrepreneurship Theory and Practice, 2020 - journals.sagepub.com
Reflecting on common empirical concerns in quantitative entrepreneurship research, recent
calls for improved rigor and reproducibility in social science research, and recent …

Employees' training experience in a metaverse environment? Feedback analysis using structural topic modeling

A Saeed, A Ali, S Ashfaq - Technological Forecasting and Social Change, 2024 - Elsevier
The metaverse has been heralded as the next frontier for fueling strategic business
opportunities. A recent surge in business investments in digital technologies-based training …