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Strategic human capital analytics and organisation performance: The mediating effects of managerial decision-making

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  • Samson, Kelly
  • Bhanugopan, Ramudu

Abstract

There is much enthusiasm for analytics and the measurement of intangibles, such as human capital. In stark contrast, the study of strategic human capital analytics is plagued with definitional disunity, a lack of empirical research, and inconsistent results from the handful of research studies that have been undertaken. This study contributes to the extant literature and academic debate through the original and foundational study of strategic human capital analytics effect on organisation and market performance and mediation by managerial decision-making drawn from the resource-based view, human resource accounting and persuasion theory. Our analyses, from a sample of 383 senior- and middle-level managers, suggest that managerial decision-making determines the extent to which strategic human capital analytics, as part of a strategic performance measurement and management system, improve organisation and market performance. Implications for theory and practice in this emergent field of study are discussed along with directions for future research.

Suggested Citation

  • Samson, Kelly & Bhanugopan, Ramudu, 2022. "Strategic human capital analytics and organisation performance: The mediating effects of managerial decision-making," Journal of Business Research, Elsevier, vol. 144(C), pages 637-649.
  • Handle: RePEc:eee:jbrese:v:144:y:2022:i:c:p:637-649
    DOI: 10.1016/j.jbusres.2022.01.044
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    as
    1. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    2. Stephen Gates & Pascal Langevin, 2010. "Strategic human capital measures: Using leading HCM to implement strategy," Post-Print hal-00798527, HAL.
    3. Danny Miller & Peter H. Friesen, 1983. "Strategy‐making and environment: The third link," Strategic Management Journal, Wiley Blackwell, vol. 4(3), pages 221-235, July.
    4. Charles R. Schwenk, 1988. "The Cognitive Perspective On Strategic Decision Making," Journal of Management Studies, Wiley Blackwell, vol. 25(1), pages 41-55, January.
    5. Gregory G. Dess & Richard B. Robinson, 1984. "Measuring organizational performance in the absence of objective measures: The case of the privately‐held firm and conglomerate business unit," Strategic Management Journal, Wiley Blackwell, vol. 5(3), pages 265-273, July.
    6. Roslender, Robin & Marks, Abigail & Stevenson, Joanna, 2015. "Damned if you do, damned if you don’t: Conflicting perspectives on the virtues of accounting for people," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 27(C), pages 43-55.
    7. Stephen Gates & Pascal Langevin, 2010. "Human capital measures, strategy, and performance : HR managers' perceptions," Post-Print hal-02276733, HAL.
    8. J. Robert Baum & Stefan Wally, 2003. "Strategic decision speed and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 24(11), pages 1107-1129, November.
    9. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    10. Guthrie, James & Ricceri, Federica & Dumay, John, 2012. "Reflections and projections: A decade of Intellectual Capital Accounting Research," The British Accounting Review, Elsevier, vol. 44(2), pages 68-82.
    11. Janssen, Marijn & van der Voort, Haiko & Wahyudi, Agung, 2017. "Factors influencing big data decision-making quality," Journal of Business Research, Elsevier, vol. 70(C), pages 338-345.
    12. Anonymous, 2015. "Notes from the Editors," American Political Science Review, Cambridge University Press, vol. 109(2), pages 1-1, May.
    13. Stefanie Haller & Iulia Siedschlag, 2011. "Determinants of ICT adoption: evidence from firm-level data," Applied Economics, Taylor & Francis Journals, vol. 43(26), pages 3775-3788.
    14. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    15. R. Duane Ireland & Michael A. Hitt & Richard A. Bettis & Deborah Auld De Porras, 1987. "Strategy formulation processes: Differences in perceptions of strength and weaknesses indicators and environmental uncertainty by managerial level," Strategic Management Journal, Wiley Blackwell, vol. 8(5), pages 469-485, September.
    16. Anonymous, 2015. "Notes from the Editors," American Political Science Review, Cambridge University Press, vol. 109(4), pages 1-1, November.
    17. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    18. Stephen Gates & Pascal Langevin, 2010. "Human capital measures, strategy and performance: HR managers' perceptions," Post-Print hal-00771144, HAL.
    19. Gerard P. Hodgkinson & Nicola J. Bown & A. John Maule & Keith W. Glaister & Alan D. Pearman, 1999. "Breaking the frame: an analysis of strategic cognition and decision making under uncertainty," Strategic Management Journal, Wiley Blackwell, vol. 20(10), pages 977-985, October.
    20. Wamba, Samuel Fosso & Gunasekaran, Angappa & Akter, Shahriar & Ren, Steven Ji-fan & Dubey, Rameshwar & Childe, Stephen J., 2017. "Big data analytics and firm performance: Effects of dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 356-365.
    21. Harrell, Adrian M. & Klick, Harold D., 1980. "Comparing the impact of monetary and nonmonetary human asset measures on executive decision making," Accounting, Organizations and Society, Elsevier, vol. 5(4), pages 393-400, October.
    22. Flamholtz, Eric, 1976. "The impact of human resource valuation on management decisions: A laboratory experiment," Accounting, Organizations and Society, Elsevier, vol. 1(2-3), pages 153-165, June.
    23. Larrick, Richard P. & Nisbett, Richard E. & Morgan, James N., 1993. "Who Uses the Cost-Benefit Rules of Choice? Implications for the Normative Status of Microeconomic Theory," Organizational Behavior and Human Decision Processes, Elsevier, vol. 56(3), pages 331-347, December.
    24. Charles R. Schwenk, 1984. "Cognitive simplification processes in strategic decision‐making," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 111-128, April.
    25. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    26. Stephen Gates & Pascal Langevin, 2010. "Human capital measures, strategy, and performance: HR managers' perceptions," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 23(1), pages 111-132, January.
    27. Sinan Aral & Erik Brynjolfsson & Lynn Wu, 2012. "Three-Way Complementarities: Performance Pay, Human Resource Analytics, and Information Technology," Management Science, INFORMS, vol. 58(5), pages 913-931, May.
    28. Stephen Gates & Pascal Langevin, 2010. "Human capital measures, strategy, and performance : HR managers' perceptions," Post-Print hal-02312507, HAL.
    29. Anonymous, 2015. "Notes from the Editors," American Political Science Review, Cambridge University Press, vol. 109(3), pages 1-1, August.
    30. Gul, Ferdinand A., 1984. "An empirical study of the usefulness of human resources turnover costs in australian accounting firms," Accounting, Organizations and Society, Elsevier, vol. 9(3-4), pages 233-239, October.
    31. Hall, Matthew, 2011. "Do comprehensive performance measurement systems help or hinder managers' mental model development?," LSE Research Online Documents on Economics 36703, London School of Economics and Political Science, LSE Library.
    32. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    33. Tan, HT & Kao, A, 1999. "Accountability effects on auditors' performance: The influence of knowledge, problem-solving ability, and task complexity," Journal of Accounting Research, Wiley Blackwell, vol. 37(1), pages 209-223.
    34. Akter, Shahriar & Wamba, Samuel Fosso & Gunasekaran, Angappa & Dubey, Rameshwar & Childe, Stephen J., 2016. "How to improve firm performance using big data analytics capability and business strategy alignment?," International Journal of Production Economics, Elsevier, vol. 182(C), pages 113-131.
    35. Anonymous, 2015. "Notes from the Editors," American Political Science Review, Cambridge University Press, vol. 109(1), pages 1-1, February.
    36. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    37. Merendino, Alessandro & Dibb, Sally & Meadows, Maureen & Quinn, Lee & Wilson, David & Simkin, Lyndon & Canhoto, Ana, 2018. "Big data, big decisions: The impact of big data on board level decision-making," Journal of Business Research, Elsevier, vol. 93(C), pages 67-78.
    38. Thomas S. Bateman & Carl P. Zeithaml, 1989. "The psychological context of strategic decisions: A model and convergent experimental findings," Strategic Management Journal, Wiley Blackwell, vol. 10(1), pages 59-74, January.
    39. T.K. Das & Bing‐Sheng Teng, 1999. "Cognitive Biases and Strategic Decision Processes: An Integrative Perspective," Journal of Management Studies, Wiley Blackwell, vol. 36(6), pages 757-778, November.
    40. Reck, Jacqueline L., 2001. "The usefulness of financial and nonfinancial performance information in resource allocation decisions," Journal of Accounting and Public Policy, Elsevier, vol. 20(1), pages 45-71.
    41. Roslender, R. & Dyson, J.R., 1992. "Accounting for the worth of employees: A new look at an old problem," The British Accounting Review, Elsevier, vol. 24(4), pages 311-329.
    42. Thomas S. Bateman & Carl P. Zeithaml, 1989. "The psychological context of strategic decisions: A test of relevance to practitioners," Strategic Management Journal, Wiley Blackwell, vol. 10(6), pages 587-592, November.
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