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Three-Way Complementarities: Performance Pay, Human Resource Analytics, and Information Technology

Citations

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Cited by:

  1. Johannes Lehmann & Michael Beckmann, 2024. "Digital technologies and performance incentives: Evidence from businesses in the Swiss economy," Papers 2412.12780, arXiv.org.
  2. Masschelein, Stijn & Moers, Frank, 2020. "Testing for complementarities between accounting practices," Accounting, Organizations and Society, Elsevier, vol. 86(C).
  3. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2024. "AI adoption in America: Who, what, and where," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 375-415, March.
  4. Maren Gierlich-Joas & Thomas Hess & Rahild Neuburger, 2020. "More self-organization, more control—or even both? Inverse transparency as a digital leadership concept," Business Research, Springer;German Academic Association for Business Research, vol. 13(3), pages 921-947, November.
  5. Shet, Sateesh.V. & Poddar, Tanuj & Wamba Samuel, Fosso & Dwivedi, Yogesh K., 2021. "Examining the determinants of successful adoption of data analytics in human resource management – A framework for implications," Journal of Business Research, Elsevier, vol. 131(C), pages 311-326.
  6. Simone A. Schweiger & Tatiana R. Stettler & Artur Baldauf & César Zamudio, 2019. "The complementarity of strategic orientations: A meta‐analytic synthesis and theory extension," Strategic Management Journal, Wiley Blackwell, vol. 40(11), pages 1822-1851, November.
  7. Tom Pape, 2020. "Prioritising data items for business analytics: Framework and application to human resources," Papers 2012.13813, arXiv.org.
  8. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
  9. Stefan Schweikl & Robert Obermaier, 2023. "Lost in translation: IT business value research and resource complementarity—an integrative framework, shortcomings and future research directions," Management Review Quarterly, Springer, vol. 73(4), pages 1713-1749, December.
  10. Lehmann, Johannes, 2024. "HR analytics: A centralizing or decentralizing force?," Working papers 2024/13, Faculty of Business and Economics - University of Basel.
  11. Luo, Nuan & Zhang, Mingli & Hu, Mu & Wang, Yu, 2016. "How community interactions contribute to harmonious community relationships and customers’ identification in online brand community," International Journal of Information Management, Elsevier, vol. 36(5), pages 673-685.
  12. Michael Beckmann & Thomas Cornelissen, 2014. "Self-Managed Working Time and Employee Effort: Microeconometric Evidence," SOEPpapers on Multidisciplinary Panel Data Research 636, DIW Berlin, The German Socio-Economic Panel (SOEP).
  13. Fabling, Richard & Grimes, Arthur, 2021. "Picking up speed: Does ultrafast broadband increase firm productivity?," Information Economics and Policy, Elsevier, vol. 57(C).
  14. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
  15. T. Ravichandran & Shu Han & Sunil Mithas, 2017. "Mitigating Diminishing Returns to R&D: The Role of Information Technology in Innovation," Information Systems Research, INFORMS, vol. 28(4), pages 812-827, December.
  16. Cordella, Antonio & Cordella, Tito, 2017. "Motivations, monitoring technologies, and pay for performance," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 236-255.
  17. Bryan Hong & Lorenz Kueng & Mu-Jeung Yang, 2019. "Complementarity of Performance Pay and Task Allocation," Management Science, INFORMS, vol. 65(11), pages 5152-5170, November.
  18. Manuela Nocker & Vania Sena, 2019. "Big Data and Human Resources Management: The Rise of Talent Analytics," Social Sciences, MDPI, vol. 8(10), pages 1-19, September.
  19. Aleix Calveras & Juan‐José Ganuza, 2018. "Corporate social responsibility and product quality," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(4), pages 804-829, October.
  20. Jiyong Park & Kunsoo Han & Byungtae Lee, 2023. "Green Cloud? An Empirical Analysis of Cloud Computing and Energy Efficiency," Management Science, INFORMS, vol. 69(3), pages 1639-1664, March.
  21. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2023. "Similarities and Differences in the Adoption of General Purpose Technologies," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
  22. Fabienne Rasel, 2016. "Combining Information Technology and Decentralized Workplace Organization: SMEs versus Larger Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 23(2), pages 199-241, July.
  23. Catherine Buffington & Lucia Foster & Ron Jarmin & Scott Ohlmacher, 2016. "The Management and Organizational Practices Survey (MOPS): An Overview," Working Papers 16-28, Center for Economic Studies, U.S. Census Bureau.
  24. Bashir, Sadaf & Sadowski, B. M., 2014. "General purpose technologies: A survey, a critique and future research directions," 25th European Regional ITS Conference, Brussels 2014 101443, International Telecommunications Society (ITS).
  25. Klein, Daniel & Ludwig, Christopher A. & Nicolay, Katharina, 2020. "Internal digitalization and tax-efficient decision making," ZEW Discussion Papers 20-051, ZEW - Leibniz Centre for European Economic Research.
  26. Yan, Hong & Yi, Xing & Jiang, Jiachen & Bai, Caiquan, 2024. "Can information technology construction alleviate household energy poverty? Empirical evidence from the “broadband China” Pilot Policy," Energy Policy, Elsevier, vol. 185(C).
  27. Peter Cappelli & Martin J. Conyon, 2018. "What Do Performance Appraisals Do?," ILR Review, Cornell University, ILR School, vol. 71(1), pages 88-116, January.
  28. Melissa A. Valentine & Tom Fangyun Tan & Bradley R. Staats & Amy C. Edmondson, 2019. "Fluid Teams and Knowledge Retrieval: Scaling Service Operations," Manufacturing & Service Operations Management, INFORMS, vol. 21(2), pages 346-360, May.
  29. Posch, Arthur, 2020. "Integrating risk into control system design: The complementarity between risk-focused results controls and risk-focused information sharing," Accounting, Organizations and Society, Elsevier, vol. 86(C).
  30. Davide Antonioli & Grazia Cecere & Massimiliano Mazzanti, 2018. "Information communication technologies and environmental innovations in firms: joint adoptions and productivity effects," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 61(11), pages 1905-1933, September.
  31. 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.
  32. Tursunbayeva, Aizhan & Di Lauro, Stefano & Pagliari, Claudia, 2018. "People analytics—A scoping review of conceptual boundaries and value propositions," International Journal of Information Management, Elsevier, vol. 43(C), pages 224-247.
  33. Neelam Kaushal & Rahul Pratap Singh Kaurav & Brijesh Sivathanu & Neeraj Kaushik, 2023. "Artificial intelligence and HRM: identifying future research Agenda using systematic literature review and bibliometric analysis," Management Review Quarterly, Springer, vol. 73(2), pages 455-493, June.
  34. Emek Basker, 2015. "Change at the Checkout: Tracing the Impact of a Process Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 63(2), pages 339-370, June.
  35. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2024. "Artificial intelligence adoption and system‐wide change," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 327-337, March.
  36. Nicoletti, Giuseppe & von Rueden, Christina & Andrews, Dan, 2020. "Digital technology diffusion: A matter of capabilities, incentives or both?," European Economic Review, Elsevier, vol. 128(C).
  37. Sushil Gupta & Medha Tekriwal & Carlos M. Parra, 2022. "Permeation of the term “analytics” in production and operations management research," Production and Operations Management, Production and Operations Management Society, vol. 31(10), pages 3651-3667, October.
  38. Meng Liu & Erik Brynjolfsson & Jason Dowlatabadi, 2021. "Do Digital Platforms Reduce Moral Hazard? The Case of Uber and Taxis," Management Science, INFORMS, vol. 67(8), pages 4665-4685, August.
  39. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 23-57, National Bureau of Economic Research, Inc.
  40. Erik Brynjolfsson & Kristina McElheran, 2016. "Data in Action: Data-Driven Decision Making in U.S. Manufacturing," Working Papers 16-06, Center for Economic Studies, U.S. Census Bureau.
  41. Sam Ruiqing Cao & Marco Iansiti, 2022. "Organizational Barriers to Transforming Large Finance Corporations: Cloud Adoption and the Importance of Technological Architecture," CESifo Working Paper Series 10142, CESifo.
  42. Burdin, Gabriel & Dughera, Stefano & Landini, Fabio & Belloc, Filippo, 2023. "Contested Transparency: Digital Monitoring Technologies and Worker Voice," GLO Discussion Paper Series 1340, Global Labor Organization (GLO).
  43. Weisha Wang & Long Chen & Mengran Xiong & Yichuan Wang, 2023. "Accelerating AI Adoption with Responsible AI Signals and Employee Engagement Mechanisms in Health Care," Information Systems Frontiers, Springer, vol. 25(6), pages 2239-2256, December.
  44. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
  45. Anandasivam Gopal & Sabari Rajan Karmegam & Balaji R. Koka & William M. Rand, 2020. "Is the Grass Greener? On the Strategic Implications of Moving Along the Value Chain for IT Service Providers," Information Systems Research, INFORMS, vol. 31(1), pages 148-175, March.
  46. Felix Wirges & Anne-Katrin Neyer, 2023. "Towards a process-oriented understanding of HR analytics: implementation and application," Review of Managerial Science, Springer, vol. 17(6), pages 2077-2108, August.
  47. Gunasekaran, Angappa & Subramanian, Nachiappan & Papadopoulos, Thanos, 2017. "Information technology for competitive advantage within logistics and supply chains: A review," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 99(C), pages 14-33.
  48. Rasel, Fabienne, 2014. "Combining technology and work organization: An analysis of complementarity between IT and decentralization across firms of different size," ZEW Discussion Papers 14-071, ZEW - Leibniz Centre for European Economic Research.
  49. Prasanna Tambe & Lorin M. Hitt & Erik Brynjolfsson, 2012. "The Extroverted Firm: How External Information Practices Affect Innovation and Productivity," Management Science, INFORMS, vol. 58(5), pages 843-859, May.
  50. Lynn Wu & Lorin Hitt & Bowen Lou, 2020. "Data Analytics, Innovation, and Firm Productivity," Management Science, INFORMS, vol. 66(5), pages 2017-2039, May.
  51. Newman, David T. & Fast, Nathanael J. & Harmon, Derek J., 2020. "When eliminating bias isn’t fair: Algorithmic reductionism and procedural justice in human resource decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 160(C), pages 149-167.
  52. Taha Havakhor & Rajiv Sabherwal & Zachary R. Steelman & Sanjiv Sabherwal, 2019. "Relationships Between Information Technology and Other Investments: A Contingent Interaction Model," Service Science, INFORMS, vol. 30(1), pages 291-305, March.
  53. Johannes Lehmann & Michael Beckmann, 2025. "Digital technologies and performance incentives: evidence from businesses in the Swiss economy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 161(1), pages 1-19, December.
  54. Grabner, Isabella & Moers, Frank, 2013. "Management control as a system or a package? Conceptual and empirical issues," Accounting, Organizations and Society, Elsevier, vol. 38(6), pages 407-419.
  55. Chris Forman & Avi Goldfarb, 2021. "Concentration and Agglomeration of IT Innovation and Entrepreneurship: Evidence from Patenting," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 95-121, National Bureau of Economic Research, Inc.
  56. Marian Pompiliu Cristescu & Dumitru Alexandru Mara & Raluca Andreea Nerișanu & Renate-Martina Polder, 2022. "How Hr Analytics Benefits Companies," INTERNATIONAL SCIENTIFIC AND PRACTICAL CONFERENCE "HUMAN RESOURCE MANAGEMENT", University of Economics - Varna, issue 1, pages 83-92.
  57. Larsen, Tor J. & Olaisen, Johan, 2013. "Innovating strategically in information and knowledge management: Applications of organizational behavior theory," International Journal of Information Management, Elsevier, vol. 33(5), pages 764-774.
  58. Xiaoning Wang & Yakov Bart & Serguei Netessine & Lynn Wu, 2025. "Impact of Multi-Platform Social Media Strategy on Sales in E-Commerce," Papers 2503.09083, arXiv.org.
  59. Massini, Silvia & Piscitello, Lucia & Shevtsova, Yevgeniya, 2023. "The complementarity effect of exporting, importing and R&D on the productivity of Ukrainian MNEs," International Business Review, Elsevier, vol. 32(3).
  60. Alex Chernoff & Gabriela Galassi, 2023. "Digitalization: Labour Markets," Discussion Papers 2023-16, Bank of Canada.
  61. Sadaf Bashir & Uwe Matzat & Bert Sadowski, 2014. "The Adoption of Information and Communication Technologies in the Design Sector and their impact on Firm Performance: Evidence from the Dutch Design Sector," Working Papers 14-01, Eindhoven Center for Innovation Studies, revised Feb 2014.
  62. Mustafa Dogan & Pinar Yildirim, 2022. "Managing automation in teams," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 146-170, February.
  63. Peng Huang & Marco Ceccagnoli & Chris Forman & D.J. Wu, 2022. "IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software," Information Systems Research, INFORMS, vol. 33(3), pages 908-934, September.
  64. Wang, Lijun & Zhou, Yu & Sanders, Karin & Marler, Janet H. & Zou, Yunqing, 2024. "Determinants of effective HR analytics Implementation: An In-Depth review and a dynamic framework for future research," Journal of Business Research, Elsevier, vol. 170(C).
  65. Abhay Nath Mishra & Youyou Tao & Mark Keil & Jeong-ha (Cath) Oh, 2022. "Functional IT Complementarity and Hospital Performance in the United States: A Longitudinal Investigation," Information Systems Research, INFORMS, vol. 33(1), pages 55-75, March.
  66. Consolo, Agostino & Cette, Gilbert & Bergeaud, Antonin & Labhard, Vincent & Osbat, Chiara & Kosekova, Stanimira & Anyfantaki, Sofia & Basso, Gaetano & Basso, Henrique & Bobeica, Elena & Ciapanna, Eman, 2021. "Digitalisation: channels, impacts and implications for monetary policy in the euro area," Occasional Paper Series 266, European Central Bank.
  67. Amrou Awaysheh & Rocio Bonet & Jaime Ortega, 2023. "Performance feedback and productivity: Evidence from a field experiment," Production and Operations Management, Production and Operations Management Society, vol. 32(1), pages 98-115, January.
  68. Lee, Yong Suk & Kim, Taekyun & Choi, Sukwoong & Kim, Wonjoon, 2022. "When does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy," Technovation, Elsevier, vol. 118(C).
  69. Braumann, Evelyn C. & Grabner, Isabella & Posch, Arthur, 2020. "Tone from the top in risk management: A complementarity perspective on how control systems influence risk awareness," Accounting, Organizations and Society, Elsevier, vol. 84(C).
  70. Perdana, Arif & Lee, Hwee Hoon & Koh, SzeKee & Arisandi, Desi, 2022. "Data analytics in small and mid-size enterprises: Enablers and inhibitors for business value and firm performance," International Journal of Accounting Information Systems, Elsevier, vol. 44(C).
  71. Julien Gosse & Chris CM Forman & Nicolas van Zeebroeck, 2023. "Adoption of ICT and Environmental Management Practices: Empirical Evidence from European Firms," Working Papers TIMES² 2023-070, ULB -- Universite Libre de Bruxelles.
  72. Paloma Almodóvar & Javier Saiz-Briones & Brian Silverman, 2014. "Learning through foreign market participation: the relative benefits of exporting, importing, and foreign direct investment," The Journal of Technology Transfer, Springer, vol. 39(6), pages 915-944, December.
  73. Clotilde Coron, 2021. "Quantifying Human Resource Management: A Literature Review," Post-Print halshs-03212718, HAL.
  74. Michal Matějka & Korok Ray, 2017. "Balancing difficulty of performance targets: theory and evidence," Review of Accounting Studies, Springer, vol. 22(4), pages 1666-1697, December.
  75. Konrad Kulikowski, 2024. "Defining analytical skills for human resources analytics: A call for standardization," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 20(4), pages 88-103.
  76. Jay Dixon & Bryan Hong & Lynn Wu, 2021. "The Robot Revolution: Managerial and Employment Consequences for Firms," Management Science, INFORMS, vol. 67(9), pages 5586-5605, September.
  77. Bertschek, Irene & Niebel, Thomas & Ohnemus, Jörg & Rasel, Fabienne & Saam, Marianne & Schulte, Patrick & Schleife, Katrin & Stiehler, Andreas & Ortwein, Tobias & Heinzl, Armin & Nöhren, Marko, 2014. "Produktivität IT-basierter Dienstleistungen: Wie kann man sie messen und steuern?," ZEW Dokumentationen 14-02, ZEW - Leibniz Centre for European Economic Research.
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