Algorithmic Decision-Making in Organizations: Network Data Mining, Measuring and Monitoring Work Performance, and Managerial Control
Algorithmic Decision-Making in Organizations: Network Data Mining, Measuring and Monitoring Work Performance, and Managerial Control
Author(s): Kathryn HarrowerSubject(s): Management and complex organizations
Published by: Addleton Academic Publishers
Keywords: algorithmic decision-making; work performance; managerial control;
Summary/Abstract: I develop a conceptual framework based on a systematic and comprehensive literature review on algorithmic decision-making in organizations. Building my argument by drawing on data collected from Bright & Company, Corporate Research Forum, Deloitte, Management Events, McKinsey, and Top Employers Institute, I performed analyses and made estimates regarding employees who understand data concepts very well or completely (% of respondents) and challenges to success with data and analytics (asked of those who reported being ineffective at meeting objectives, %). The data for this research were gathered via an online survey questionnaire and were analyzed through structural equation modeling on a sample of 4,600 respondents.
Journal: Psychosociological Issues in Human Resource Management
- Issue Year: 7/2019
- Issue No: 2
- Page Range: 7-12
- Page Count: 6
- Language: English
- Content File-PDF