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Lost in translation: IT business value research and resource complementarity—an integrative framework, shortcomings and future research directions

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  • Stefan Schweikl

    (University of Passau)

  • Robert Obermaier

    (University of Passau)

Abstract

Despite longstanding research efforts, there is still ambiguity surrounding the business value created by IT. To approach this conundrum, research focus has progressed from an isolated investigation of IT to the assessment of complementarity between IT and different non-IT resources such as work practices or decision structures. However, incoherence around the characteristics and scope of these complementary non-IT resources has created a fragmented body of research, preventing a sustainable knowledge creation. Thus, in this paper we synthesize the dispersed research efforts, identify shortcomings in the extant literature, and derive opportunities for future research. Specifically, we present a converging definition of complementary non-IT resources and specify their role in the value creation process from IT by viewing it through three distinct lenses: microeconomic theory, resource-based view, and contingency theory. We structure current research efforts by organizing complementary non-IT resources into distinct categories, namely strategy, structure, practices, processes, and culture (organizational resources), top management support, internal relations, and external relations (relational resources), worker skill (non-IT human resources), non-IT physical resources, as well as internal funds and external funds (financial resources). Finally, we highlight five important shortcomings in the current literature, such as the predominant use of reductionist approaches or monolithic IT measures, and make actionable recommendations to resolve them.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:manrev:v:73:y:2023:i:4:d:10.1007_s11301-022-00284-7
    DOI: 10.1007/s11301-022-00284-7
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    1. 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.
    2. 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.
    3. Swen Nadkarni & Reinhard Prügl, 2021. "Digital transformation: a review, synthesis and opportunities for future research," Management Review Quarterly, Springer, vol. 71(2), pages 233-341, April.
    4. Qrunfleh, Sufian & Tarafdar, Monideepa, 2014. "Supply chain information systems strategy: Impacts on supply chain performance and firm performance," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 340-350.
    5. Gabriele Piccoli & Tsz-Wai Lui, 2014. "The competitive impact of information technology: can commodity IT contribute to competitive performance?," European Journal of Information Systems, Taylor & Francis Journals, vol. 23(6), pages 616-628, November.
    6. Peter Gal & Giuseppe Nicoletti & Theodore Renault & Stéphane Sorbe & Christina Timiliotis, 2019. "Digitalisation and productivity: In search of the holy grail – Firm-level empirical evidence from EU countries," OECD Economics Department Working Papers 1533, OECD Publishing.
    7. Juul Andersen, Torben, 2005. "The performance effect of computer-mediated communication and decentralized strategic decision making," Journal of Business Research, Elsevier, vol. 58(8), pages 1059-1067, August.
    8. repec:dau:papers:123456789/10093 is not listed on IDEAS
    9. Irene Bertschek & Ulrich Kaiser, 2004. "Productivity Effects of Organizational Change: Microeconometric Evidence," Management Science, INFORMS, vol. 50(3), pages 394-404, March.
    10. Jennifer E Gerow & Jason Bennett Thatcher & Varun Grover, 2015. "Six types of IT-business strategic alignment: an investigation of the constructs and their measurement," European Journal of Information Systems, Taylor & Francis Journals, vol. 24(5), pages 465-491, September.
    11. Peter Gal & Giuseppe Nicoletti & Christina von Rüden & Stéphane Sorbe & Théodore Renault, 2019. "Digitalization and Productivity: In Search of the Holy Grail - Firm-level Empirical Evidence from European Countries," International Productivity Monitor, Centre for the Study of Living Standards, vol. 37, pages 39-71, Fall.
    12. Saeed Moshiri & Wayne Simpson, 2011. "Information technology and the changing workplace in Canada: firm-level evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1601-1636, December.
    13. Terence J. V. Saldanha & Abhishek Kathuria & Jiban Khuntia & Benn R. Konsynski, 2022. "Ghosts in the Machine: How Marketing and Human Capital Investments Enhance Customer Growth When Innovative Services Leverage Self-Service Technologies," Information Systems Research, INFORMS, vol. 33(1), pages 76-109, March.
    14. Milgrom, Paul & Roberts, John, 1994. "Complementarities and systems: Understanding japanese economic organization," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 9(1), pages 3-42.
    15. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    16. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    17. Ayed Mouelhi, Rim Ben, 2009. "Impact of the adoption of information and communication technologies on firm efficiency in the Tunisian manufacturing sector," Economic Modelling, Elsevier, vol. 26(5), pages 961-967, September.
    18. 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.
    19. Dostie Benoit & Jayaraman Rajshri, 2012. "Organizational Redesign, Information Technologies and Workplace Productivity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-41, February.
    20. Zhaojun Yang & Jun Sun & Yali Zhang & Ying Wang, 2017. "Green, Green, It’s Green: A Triad Model of Technology, Culture, and Innovation for Corporate Sustainability," Sustainability, MDPI, vol. 9(8), pages 1-23, August.
    21. 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.
    22. Trainor, Kevin J. & Andzulis, James (Mick) & Rapp, Adam & Agnihotri, Raj, 2014. "Social media technology usage and customer relationship performance: A capabilities-based examination of social CRM," Journal of Business Research, Elsevier, vol. 67(6), pages 1201-1208.
    23. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    24. Murali D. R. Chari & Sarv Devaraj & Parthiban David, 2008. "Research Note--The Impact of Information Technology Investments and Diversification Strategies on Firm Performance," Management Science, INFORMS, vol. 54(1), pages 224-234, January.
    25. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    26. repec:dau:papers:123456789/8009 is not listed on IDEAS
    27. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    28. N Shin, 2001. "The impact of information technology on financial performance: the importance of strategic choice," European Journal of Information Systems, Taylor & Francis Journals, vol. 10(4), pages 227-236, December.
    29. Christian Fisch & Joern Block, 2018. "Six tips for your (systematic) literature review in business and management research," Management Review Quarterly, Springer, vol. 68(2), pages 103-106, April.
    30. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    31. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    32. Guido Schryen, 2013. "Revisiting IS business value research: what we already know, what we still need to know, and how we can get there," European Journal of Information Systems, Taylor & Francis Journals, vol. 22(2), pages 139-169, March.
    33. Ali Alper Yayla & Qing Hu, 2012. "The impact of IT-business strategic alignment on firm performance in a developing country setting: exploring moderating roles of environmental uncertainty and strategic orientation," European Journal of Information Systems, Taylor & Francis Journals, vol. 21(4), pages 373-387, July.
    34. Bergeron, François & Raymond, Louis & Rivard, Suzanne, 2001. "Fit in strategic information technology management research: an empirical comparison of perspectives," Omega, Elsevier, vol. 29(2), pages 125-142, April.
    35. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    36. Mohamad, Amri & Zainuddin, Yuserrie & Alam, Nafis & Kendall, Graham, 2017. "Does decentralized decision making increase company performance through its Information Technology infrastructure investment?," International Journal of Accounting Information Systems, Elsevier, vol. 27(C), pages 1-15.
    37. Prasad, Acklesh & Heales, Jon, 2010. "On IT and business value in developing countries: A complementarities-based approach," International Journal of Accounting Information Systems, Elsevier, vol. 11(4), pages 314-335.
    38. Peter Weill, 1992. "The Relationship Between Investment in Information Technology and Firm Performance: A Study of the Valve Manufacturing Sector," Information Systems Research, INFORMS, vol. 3(4), pages 307-333, December.
    39. Rajiv Sabherwal & Yolande E. Chan, 2001. "Alignment Between Business and IS Strategies: A Study of Prospectors, Analyzers, and Defenders," Information Systems Research, INFORMS, vol. 12(1), pages 11-33, March.
    40. 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.
    41. Yolande E. Chan & Sid L. Huff & Donald W. Barclay & Duncan G. Copeland, 1997. "Business Strategic Orientation, Information Systems Strategic Orientation, and Strategic Alignment," Information Systems Research, INFORMS, vol. 8(2), pages 125-150, June.
    42. N. Venkatraman, 1989. "Strategic Orientation of Business Enterprises: The Construct, Dimensionality, and Measurement," Management Science, INFORMS, vol. 35(8), pages 942-962, August.
    43. Spyros Arvanitis, 2005. "Computerization, workplace organization, skilled labour and firm productivity: Evidence for the Swiss business sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 225-249.
    44. Sayan Chatterjee & Birger Wernerfelt, 1991. "The link between resources and type of diversification: Theory and evidence," Strategic Management Journal, Wiley Blackwell, vol. 12(1), pages 33-48, January.
    45. Zhaojun Yang & Jun Sun & Yali Zhang & Ying Wang, 2018. "Peas and carrots just because they are green? Operational fit between green supply chain management and green information system," Information Systems Frontiers, Springer, vol. 20(3), pages 627-645, June.
    46. Magno Queiroz, 2017. "Mixed results in strategic IT alignment research: a synthesis and empirical study," European Journal of Information Systems, Taylor & Francis Journals, vol. 26(1), pages 21-36, January.
    47. Frantz Rowe, 2014. "What literature review is not: diversity, boundaries and recommendations," European Journal of Information Systems, Taylor & Francis Journals, vol. 23(3), pages 241-255, May.
    48. 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.
    49. Zachary R. Steelman & Taha Havakhor & Rajiv Sabherwal & Sanjiv Sabherwal, 2019. "Performance Consequences of Information Technology Investments: Implications of Emphasizing New or Current Information Technologies," Service Science, INFORMS, vol. 30(1), pages 204-218, March.
    50. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
    51. Stefan Schweikl & Robert Obermaier, 2020. "Lessons from three decades of IT productivity research: towards a better understanding of IT-induced productivity effects," Management Review Quarterly, Springer, vol. 70(4), pages 461-507, November.
    52. Michel Kalika & Andrew Schwarz & Hajer Kefi & Colleen Schwarz, 2010. "A Dynamic Capabilities Approach to Understanding the Impact of IT-Enabled Businesses Processes and IT-Business Alignment on the Strategic and Operational Performance of the Firm," Post-Print halshs-00659297, HAL.
    53. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    54. Spyros Arvanitis & Euripidis N. Loukis & Vasiliki Diamantopoulou, 2016. "Are ICT, Workplace Organization, and Human Capital Relevant for Innovation? A Comparative Swiss/Greek Study," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 23(3), pages 319-349, September.
    55. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    56. Greta L Polites & Nicholas Roberts & Jason Thatcher, 2012. "Conceptualizing models using multidimensional constructs: a review and guidelines for their use," European Journal of Information Systems, Taylor & Francis Journals, vol. 21(1), pages 22-48, January.
    57. Ivo Zander & Udo Zander, 2005. "The Inside Track: On the Important (But Neglected) Role of Customers in the Resource‐Based View of Strategy and Firm Growth," Journal of Management Studies, Wiley Blackwell, vol. 42(8), pages 1519-1548, December.
    58. Jose Benitez-Amado & Rita M Walczuch, 2012. "Information technology, the organizational capability of proactive corporate environmental strategy and firm performance: a resource-based analysis," European Journal of Information Systems, Taylor & Francis Journals, vol. 21(6), pages 664-679, November.
    59. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    60. Tobias Stucki & Daniel Wochner, 2019. "Technological and organizational capital: Where complementarities exist," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(3), pages 458-487, June.
    61. Janice A. Black & Kimberly B. Boal, 1994. "Strategic resources: Traits, configurations and paths to sustainable competitive advantage," Strategic Management Journal, Wiley Blackwell, vol. 15(S2), pages 131-148, June.
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    More about this item

    Keywords

    Literature review; Classification; IT value; Complementarity; Resource system; Configurations;
    All these keywords.

    JEL classification:

    • M15 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - IT Management

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