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 …
Using the International Cognitive Ability Resource as an open source tool to explore individual differences in cognitive ability
Although the measurement of intelligence is important, researchers sometimes avoid using
them in their studies due to their history, cost, or burden on the researcher. To encourage the …
them in their studies due to their history, cost, or burden on the researcher. To encourage the …
Turning words into numbers: Assessing work attitudes using natural language processing.
Researchers and practitioners are often interested in assessing employee attitudes and
work perceptions. Although such perceptions are typically measured using Likert surveys or …
work perceptions. Although such perceptions are typically measured using Likert surveys or …
Scoring dimension-level job performance from narrative comments: Validity and generalizability when using natural language processing
AB Speer - Organizational Research Methods, 2021 - journals.sagepub.com
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 …
This data source has seen increased research attention due to the ability to efficiently derive …
Taking It Easy: Off-the-Shelf Versus Fine-Tuned Supervised Modeling of Performance Appraisal Text
When assessing text, supervised natural language processing (NLP) models have
traditionally been used to measure targeted constructs in the organizational sciences …
traditionally been used to measure targeted constructs in the organizational sciences …
MUST HAVE OR NICE TO HAVE? NECESSARY LEADERSHIP COMPETENCIES TO ENABLE EMPLOYEES'INNOVATIVE BEHAVIOUR
J Liehr, S Hauff - International Journal of Innovation Management, 2022 - World Scientific
Encouraging employees' innovative behaviour (EIB) is one of the most important leadership
tasks and numerous studies have examined the relationships between leadership and EIB …
tasks and numerous studies have examined the relationships between leadership and EIB …
The performance effects of narrative feedback
This paper investigates the influence of narrative feedback on employee performance.
Specifically, we examine a feedback process in which supervisors write structured feedback …
Specifically, we examine a feedback process in which supervisors write structured feedback …
[PDF][PDF] Validity of Language-Based Algorithms Trained on Supervisor Feedback Language for Predicting Interpersonal Fairness in Performance Feedback
Previous research has shown that employees tend to react more positively to corrective
feedback from supervisors to the extent they perceive that they were treated with empathy …
feedback from supervisors to the extent they perceive that they were treated with empathy …
Navigating the Labyrinth: An Analysis of Gender Bias in Leadership Development Using Natural Language Processing
MG Schwendeman - 2024 - search.proquest.com
This study employs a multi-trait, multi-method approach to investigate gender bias in
leadership development evaluations in an organizational setting by combining traditional …
leadership development evaluations in an organizational setting by combining traditional …
Language of Legendary Leaders: Exploratory Sequential Mixed Methods Study on Narrating Highly Successful Organizations
MI Cooper - 2024 - search.proquest.com
This research examines how leadership storytelling impacts organizational performance,
specifically profit and revenue. Utilizing an exploratory sequential mixed-method design, the …
specifically profit and revenue. Utilizing an exploratory sequential mixed-method design, the …