IDEAS home Printed from https://ideas.repec.org/a/inm/orisre/v34y2023i3p1109-1130.html
   My bibliography  Save this article

Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements

Author

Listed:
  • Ravi Bapna

    (Information and Decision Sciences Department, Carlson School of Management, University of Minnesota, South Minneapolis, Minnesota 55455)

  • Alok Gupta

    (Information and Decision Sciences Department, Carlson School of Management, University of Minnesota, South Minneapolis, Minnesota 55455)

  • Gautam Ray

    (Information and Decision Sciences Department, Carlson School of Management, University of Minnesota, South Minneapolis, Minnesota 55455)

  • Shweta Singh

    (Information Systems and Management Department, Warwick Business School, University of Warwick, Coventry CV4 7AL, United Kingdom)

Abstract

As the information technology (IT) services landscape matures, clients are increasingly adopting multisourcing arrangements that involve multiple vendors. Although a large body of information systems (IS) literature addresses issues of whether to outsource (to a single vendor), what types of contracts to use, and how to achieve optimal relational governance, little is known about the antecedents and consequents of the single versus multisourcing decision. Moreover, while conceptual and analytical models of single-sourcing versus multisourcing have been developed, there is no empirical IS research using a large-scale data set with rigorous econometric analysis that examines the antecedents and consequents of multisourcing in the IT context. This paper fills this void, using the transaction cost economic lens and a data set of 49,057 large IT outsourcing arrangements that spans multiple industries and dates back 25 years. We find that there is a curvilinear relationship between number of IT services in an IT outsourcing arrangement and the likelihood of multisourcing. This relationship increases as the number of IT services increases to up to five services and then decreases. For managers who plan to multisource IT outsourcing arrangements, this research provides guidance to minimize exchange hazards through a better understanding of the relationship between sourcing choice, client IT outsourcing capabilities, the competitiveness of the vendor landscape, and the number of IT services in an IT outsourcing arrangement. We provide empirical evidence that the choice between single-sourcing and multisourcing is material to the performance of outsourcing contracts as an incorrect sourcing choice is likely to result in negative contract outcomes.

Suggested Citation

  • Ravi Bapna & Alok Gupta & Gautam Ray & Shweta Singh, 2023. "Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements," Information Systems Research, INFORMS, vol. 34(3), pages 1109-1130, September.
  • Handle: RePEc:inm:orisre:v:34:y:2023:i:3:p:1109-1130
    DOI: 10.1287/isre.2022.1170
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/isre.2022.1170
    Download Restriction: no

    File URL: https://libkey.io/10.1287/isre.2022.1170?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Langlois, Richard N., 2002. "Modularity in technology and organization," Journal of Economic Behavior & Organization, Elsevier, vol. 49(1), pages 19-37, September.
    2. Natalia Levina, 2005. "Collaborating on Multiparty Information Systems Development Projects: A Collective Reflection-in-Action View," Information Systems Research, INFORMS, vol. 16(2), pages 109-130, June.
    3. Anandasivam Gopal & Konduru Sivaramakrishnan, 2008. "Research Note ---On Vendor Preferences for Contract Types in Offshore Software Projects: The Case of Fixed Price vs. Time and Materials Contracts," Information Systems Research, INFORMS, vol. 19(2), pages 202-220, June.
    4. Imbens, Guido W, 1992. "An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling," Econometrica, Econometric Society, vol. 60(5), pages 1187-1214, September.
    5. Ram Bala & V. Krishnan & Wenge Zhu, 2014. "Distributed Development and Product Line Decisions," Production and Operations Management, Production and Operations Management Society, vol. 23(6), pages 1057-1066, June.
    6. Anant Mishra & Kingshuk K. Sinha, 2016. "Work Design and Integration Glitches in Globally Distributed Technology Projects," Production and Operations Management, Production and Operations Management Society, vol. 25(2), pages 347-369, February.
    7. Anandasivam Gopal & Guodong (Gordon) Gao, 2009. "Certification in the Indian Offshore IT Services Industry," Manufacturing & Service Operations Management, INFORMS, vol. 11(3), pages 471-492, December.
    8. Williamson, Oliver E, 1979. "Transaction-Cost Economics: The Governance of Contractural Relations," Journal of Law and Economics, University of Chicago Press, vol. 22(2), pages 233-261, October.
    9. Vivek Choudhury & Rajiv Sabherwal, 2003. "Portfolios of Control in Outsourced Software Development Projects," Information Systems Research, INFORMS, vol. 14(3), pages 291-314, September.
    10. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    11. David Fitoussi & Vijay Gurbaxani, 2012. "IT Outsourcing Contracts and Performance Measurement," Information Systems Research, INFORMS, vol. 23(1), pages 129-143, March.
    12. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    13. Anjana Susarla & Ramanath Subramanyam & Prasanna Karhade, 2010. "Contractual Provisions to Mitigate Holdup: Evidence from Information Technology Outsourcing," Information Systems Research, INFORMS, vol. 21(1), pages 37-55, March.
    14. Anastasia Semykina & Jeffrey M. Wooldridge, 2018. "Binary response panel data models with sample selection and self‐selection," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(2), pages 179-197, March.
    15. Erjie Ang & Dan A. Iancu & Robert Swinney, 2017. "Disruption Risk and Optimal Sourcing in Multitier Supply Networks," Management Science, INFORMS, vol. 63(8), pages 2397-2419, August.
    16. Imbens, Guido W. & Lancaster, Tony, 1996. "Efficient estimation and stratified sampling," Journal of Econometrics, Elsevier, vol. 74(2), pages 289-318, October.
    17. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    18. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    19. Edward G. Anderson & Xiaoyue Jiang & Geoffrey G. Parker & Burcu Tan, 2019. "Systems Integration and the Dynamics of Partial Outsourcing," Production and Operations Management, Production and Operations Management Society, vol. 28(2), pages 319-340, February.
    20. Christine Koh & Soon Ang & Detmar W. Straub, 2004. "IT Outsourcing Success: A Psychological Contract Perspective," Information Systems Research, INFORMS, vol. 15(4), pages 356-373, December.
    21. Albert Plugge & Harry Bouwman, 2018. "Tensions in Global IT Multisourcing Arrangements: Examining the Barriers to Attaining Common Value Creation," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 21(4), pages 262-281, October.
    22. James Richardson, 1993. "Parallel sourcing and supplier performance in the Japanese automobile industry," Strategic Management Journal, Wiley Blackwell, vol. 14(5), pages 339-350, July.
    23. Bartolucci, Francesco & Pigini, Claudia, 2017. "cquad: An R and Stata Package for Conditional Maximum Likelihood Estimation of Dynamic Binary Panel Data Models," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 78(i07).
    24. Nicholas Argyres & Lyda Bigelow, 2007. "Does Transaction Misalignment Matter for Firm Survival at All Stages of the Industry Life Cycle?," Management Science, INFORMS, vol. 53(8), pages 1332-1344, August.
    25. Edward G. Anderson Jr. & Geoffrey G. Parker, 2013. "Integration of Global Knowledge Networks," Production and Operations Management, Production and Operations Management Society, vol. 22(6), pages 1446-1463, November.
    26. Hao Xia & Milind Dawande & Vijay Mookerjee, 2016. "Optimal Coordination in Distributed Software Development," Production and Operations Management, Production and Operations Management Society, vol. 25(1), pages 56-76, January.
    27. Ravi Anupindi & Ram Akella, 1993. "Diversification Under Supply Uncertainty," Management Science, INFORMS, vol. 39(8), pages 944-963, August.
    28. Sidney G. Winter & Gabriel Szulanski, 2001. "Replication as Strategy," Organization Science, INFORMS, vol. 12(6), pages 730-743, December.
    29. Laurie J. Kirsch, 2004. "Deploying Common Systems Globally: The Dynamics of Control," Information Systems Research, INFORMS, vol. 15(4), pages 374-395, December.
    30. Sean M. Handley, 2017. "How Governance Misalignment and Outsourcing Capability Impact Performance," Production and Operations Management, Production and Operations Management Society, vol. 26(1), pages 134-155, January.
    31. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    32. Debabrata Dey & Ming Fan & Conglei Zhang, 2010. "Design and Analysis of Contracts for Software Outsourcing," Information Systems Research, INFORMS, vol. 21(1), pages 93-114, March.
    33. Amrit Tiwana, 2008. "Does interfirm modularity complement ignorance? A field study of software outsourcing alliances," Strategic Management Journal, Wiley Blackwell, vol. 29(11), pages 1241-1252, November.
    34. Kostas Bimpikis & Ozan Candogan & Shayan Ehsani, 2019. "Supply Disruptions and Optimal Network Structures," Management Science, INFORMS, vol. 65(12), pages 5504-5517, December.
    35. Anjana Susarla, 2012. "Contractual Flexibility, Rent Seeking, and Renegotiation Design: An Empirical Analysis of Information Technology Outsourcing Contracts," Management Science, INFORMS, vol. 58(7), pages 1388-1407, July.
    36. Maqbool Dada & Nicholas C. Petruzzi & Leroy B. Schwarz, 2007. "A Newsvendor's Procurement Problem when Suppliers Are Unreliable," Manufacturing & Service Operations Management, INFORMS, vol. 9(1), pages 9-32, August.
    37. Anshuman Tripathy & Steven D. Eppinger, 2013. "Structuring Work Distribution for Global Product Development Organizations," Production and Operations Management, Production and Operations Management Society, vol. 22(6), pages 1557-1575, November.
    38. Yimin Wang & Wendell Gilland & Brian Tomlin, 2010. "Mitigating Supply Risk: Dual Sourcing or Process Improvement?," Manufacturing & Service Operations Management, INFORMS, vol. 12(3), pages 489-510, September.
    39. Shanling Li & Jennifer Shang & Sandra A. Slaughter, 2010. "Why Do Software Firms Fail? Capabilities, Competitive Actions, and Firm Survival in the Software Industry from 1995 to 2007," Information Systems Research, INFORMS, vol. 21(3), pages 631-654, September.
    40. Bin Hu & Dimitris Kostamis, 2015. "Managing Supply Disruptions when Sourcing from Reliable and Unreliable Suppliers," Production and Operations Management, Production and Operations Management Society, vol. 24(5), pages 808-820, May.
    41. Jae-Nam Lee & Shaila M. Miranda & Yong-Mi Kim, 2004. "IT Outsourcing Strategies: Universalistic, Contingency, and Configurational Explanations of Success," Information Systems Research, INFORMS, vol. 15(2), pages 110-131, June.
    42. Christina L. Ahmadjian & James R. Lincoln, 2001. "Keiretsu, Governance, and Learning: Case Studies in Change from the Japanese Automotive Industry," Organization Science, INFORMS, vol. 12(6), pages 683-701, December.
    43. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    44. Constance E. Helfat & Margaret A. Peteraf, 2003. "The dynamic resource‐based view: capability lifecycles," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 997-1010, October.
    45. Brian Tomlin & Yimin Wang, 2005. "On the Value of Mix Flexibility and Dual Sourcing in Unreliable Newsvendor Networks," Manufacturing & Service Operations Management, INFORMS, vol. 7(1), pages 37-57, June.
    46. Lioliou, Eleni & Willcocks, Leslie & Liu, Xiaohui, 2019. "Researching IT multi-sourcing and opportunistic behavior in conditions of uncertainty: A case approach," Journal of Business Research, Elsevier, vol. 103(C), pages 387-396.
    47. Kunsoo Han & Robert J. Kauffman & Barrie R. Nault, 2011. "Research Note ---Returns to Information Technology Outsourcing," Information Systems Research, INFORMS, vol. 22(4), pages 824-840, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ravi Bapna & Alok Gupta & Gautam Ray & Shweta Singh, 2016. "Research Note —IT Outsourcing and the Impact of Advisors on Clients and Vendors," Information Systems Research, INFORMS, vol. 27(3), pages 636-647.
    2. Irfan Kanat & Yili Hong & T. S. Raghu, 2018. "Surviving in Global Online Labor Markets for IT Services: A Geo-Economic Analysis," Information Systems Research, INFORMS, vol. 29(4), pages 893-909, December.
    3. Svoboda, Josef & Minner, Stefan & Yao, Man, 2021. "Typology and literature review on multiple supplier inventory control models," European Journal of Operational Research, Elsevier, vol. 293(1), pages 1-23.
    4. Vaidyanathan Jayaraman & Zuoming Liu, 2019. "Aligning governance mechanisms with task features to improve service capabilities---an empirical study of professional service outsourcing in India," Operations Management Research, Springer, vol. 12(1), pages 19-39, June.
    5. Seung Hwan Jung, 2020. "Offshore versus Onshore Sourcing: Quick Response, Random Yield, and Competition," Production and Operations Management, Production and Operations Management Society, vol. 29(3), pages 750-766, March.
    6. Nishtha Langer & Sandra A. Slaughter & Tridas Mukhopadhyay, 2014. "Project Managers' Practical Intelligence and Project Performance in Software Offshore Outsourcing: A Field Study," Information Systems Research, INFORMS, vol. 25(2), pages 364-384, June.
    7. Philipp vom Berge & Achim Schmillen, 2023. "Effects of mass layoffs on local employment—evidence from geo-referenced data," Journal of International Economic Law, Oxford University Press, vol. 23(3), pages 509-539.
    8. Long He & Ying Rong & Zuo‐Jun Max Shen, 2020. "Product Sourcing and Distribution Strategies under Supply Disruption and Recall Risks," Production and Operations Management, Production and Operations Management Society, vol. 29(1), pages 9-23, January.
    9. Mírian Oliveira & Kaytson Hartung & Marcelo Wendling, 2010. "Outsourcing And Offshore: An Analysis Of The Academic Literature," Portuguese Journal of Management Studies, ISEG, Universidade de Lisboa, vol. 0(2), pages 215-234.
    10. Krishnan S. Anand & Manu Goyal, 2019. "Ethics, Bounded Rationality, and IP Sharing in IT Outsourcing," Management Science, INFORMS, vol. 65(11), pages 5252-5267, November.
    11. Niron Hashai & Sarit Markovich, 2017. "Market Entry by High Technology Startups: The Effect of Competition Level and Startup Innovativeness," Strategy Science, INFORMS, vol. 2(3), pages 141-160, September.
    12. Gustavsson Tingvall, Patrik & Videnord, Josefin, 2017. "Regional Effects of Publicly Sponsored R&D Grants on SME Performance," Ratio Working Papers 289, The Ratio Institute.
    13. Ainhoa Herrarte & Paloma Urcelay, 2022. "The Wage Penalty for Motherhood in Spain (2009-2017): The Role of the Male Partner’s Job Characteristic," Hacienda Pública Española / Review of Public Economics, IEF, vol. 241(2), pages 27-57, June.
    14. Frondel, Manuel & Kaestner, Kathrin & Sommer, Stephan & Vance, Colin, 2022. "Photovoltaics and the solar rebound: Evidence for Germany," Ruhr Economic Papers 954, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    15. He Huang & Zhipeng Li & De Liu & Hongyan Xu, 2022. "Auctioning IT Contracts with Renegotiable Scope," Management Science, INFORMS, vol. 68(8), pages 6003-6023, August.
    16. Frondel, Manuel & Kaestner, Kathrin & Sommer, Stephan & Vance, Colin, 2021. "Photovoltaics and the Solar Rebound: Evidence for Germany," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242356, Verein für Socialpolitik / German Economic Association.
    17. Engberg, Erik & Halvarsson, Daniel & Tingvall, Patrik, 2017. "Direct and Indirect Effects of Private- and Government Sponsored Venture Capital," Ratio Working Papers 288, The Ratio Institute.
    18. Luo, Sha & Ahiska, S. Sebnem & Fang, Shu-Cherng & King, Russell E. & Warsing, Donald P. & Wu, Shuohao, 2021. "An analysis of optimal ordering policies for a two-supplier system with disruption risk," Omega, Elsevier, vol. 105(C).
    19. Liangfei Qiu & Ruiqi Liu & Yong Jin & Chao Ding & Yangyang Fan & Andy C. L. Yeung, 2022. "Impact of credit default swaps on firms’ operational efficiency," Production and Operations Management, Production and Operations Management Society, vol. 31(9), pages 3611-3631, September.
    20. Patrik Gustavsson Tingvall & Josefin Videnord, 2020. "Regional differences in effects of publicly sponsored R&D grants on SME performance," Small Business Economics, Springer, vol. 54(4), pages 951-969, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:orisre:v:34:y:2023:i:3:p:1109-1130. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.