Algorithmic Decision-Making in Organizations: Network Data Mining, Measuring and Monitoring Work Performance, and Managerial Control Cover Image
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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 Harrower
Subject(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.

  • Issue Year: 7/2019
  • Issue No: 2
  • Page Range: 7-12
  • Page Count: 6
  • Language: English