Nothing Special   »   [go: up one dir, main page]

skip to main content
article

On Buyer Selection of Service Providers in Online Outsourcing Platforms for IT Services

Published: 01 September 2017 Publication History

Abstract

The Internet has presumably created a level playing field that allows any service provider across the globe to compete for contracts on online outsourcing platforms for information technology IT services. In this paper, we empirically examine a how country language, time zone, cultural differences and the country's IT development affect buyers' selection of service providers in online outsourcing platforms; and b how the reputation of service providers moderates the proposed effects of country differences and the country's IT development. We integrated a unique data set formed by a sample of 11,541 software development projects from an online outsourcing platform matched with archival sources on the language, time zone, culture, and IT development of countries. Since price is typically endogenous in any supply demand system, we used the exogenous variation of the normalized exchange rate of the currency among countries, as a "cost-shifter" type instrumental variable IV for econometric identification. Our panel data analyses results both with and without IV show that buyers are negatively affected by country differences in terms of language, time zone, and culture, and prefer service providers from countries with higher IT development. Notably, the reputation of service providers attenuates the negative effects of language and cultural but not time zone differences, while it substitutes the positive effect of the country's IT development. We discuss the study's theoretical and managerial implications for understanding the global dynamics of online outsourcing platforms and better designing these platforms.
The online appendix is available at <ext-link ext-link-type="uri" href="https://doi.org/10.1287/isre.2017.0709">https://doi.org/10.1287/isre.2017.0709</ext-link>.

References

[1]
Agerfalk PJ, Fitzgerald B (2008) Outsourcing to an unknown workforce: Exploring opensourcing as a global sourcing strategy. MIS Quart. 32(2):385-409.
[2]
Agerfalk PJ, Fitzgerald B, Slaughter SA (2009) Flexible and distributed information systems development: State of the art and research challenges. Inform. Systems Res. 20(3):317-328.
[3]
Akerlof G (1970) The market for "Lemons": Quality uncertainty and the market mechanism. Quart. J. Econom. 84(3):488-500.
[4]
Alavi M, Leidner DE (2001) Review: Knowledge management and knowledge management systems: Conceptual foundations and research issues. MIS Quart. 25(1):107-136.
[5]
Allon G, Bassamboo A, Cil EB (2012) Large-scale service markets: The role of the moderating firm. Management Sci. 58(10):1854-1872.
[6]
Ang S, Straub D (1998) Production and transaction economies and IS outsourcing: A study of the U.S. banking industry. MIS Quart. 22(4):535-552.
[7]
Angrist JD, Pischke JS (2008) Mostly Harmless Econometrics: An Empiricist's Companion (Princeton University Press, Princeton, NJ).
[8]
Angrist JD, Imbens GW, Rubin DB (1996) Identification of causal effects using instrumental variables. J. Amer. Statist. Assoc. 91(434): 444-455.
[9]
Asker J, Cantillon E (2010) Procurement when price and quality matter. RAND J. Econom. 41(1):1-34.
[10]
Ba S, Pavlou PA (2002) Evidence of the effect of trust building technology in electronic markets: Price premiums and buyer behavior. MIS Quart. 26(3):243-268.
[11]
Bakos JY, Brynjolfsson E (1993) From vendors to partners: Information technology and incomplete contracts in buyer-supplier relationships. J. Organ. Comput. Electronic Commerce 3(3):301-328.
[12]
Banker R, Hwang I (2008) Importance of measures of past performance: Empirical evidence on quality of e-service providers. Contemporary Accounting Res. 25(2):307-337.
[13]
Banker RD, Slaughter SA (2000) The moderating effects of structure on volatility and complexity in software enhancement. Inform. Systems Res. 11(3):219-240.
[14]
Banker RD, Davis GB, Slaughter SA (1998) Software development practices, software complexity, and software maintenance performance: A field study. Management Sci. 44(4):433-450.
[15]
Berry S, Levinsohn J, Pakes A (1995) Automobile prices in market equilibrium. Econometrica 63(4):841-890.
[16]
Bird S, Klein E, Loper E (2009) Natural Language Processing with Python (O'Reilly Media, Sebastopol, CA).
[17]
Bitner M, Booms B, Mohr L (1994) Critical service encounters: The employee's view. J. Marketing 58(4):95-106.
[18]
Brynjolfsson E, McAfee A (2011) Race Against the Machine: How the Digital Revolution Is Accelerating Innovation Driving Productivity and Irreversibly Transforming Employment and the Economy (Digital Frontier Press, Lexington, MA).
[19]
Brynjolfsson E, Smith M (2000) Frictionless commerce? A comparison of Internet and conventional retailers. Management Sci. 46(4):563-585.
[20]
Burtch G, Ghose A, Wattal S (2014) Cultural differences and geography as determinants of online pro-social lending. MIS Quart. 38(3):773-794.
[21]
Cameron AC, Trivedi PK (2009) Microeconometrics Using Stata (Stata Press, College Station, TX).
[22]
Chandler AD (1977) The Visible Hand: The Managerial Revolution in American Business (Belknap Press, Cambridge, MA).
[23]
Chase RB, Apte UM (2007) A history of research in service operations: What's the big idea? J. Oper. Management 25(2):375-386.
[24]
Chen YC, Rogoff K, Rossi B (2010) Can exchange rates forecast commodity prices? Quart. J. Econom. 125(3):1145-1194.
[25]
Clark C (1967) The Conditions of Economic Progress (Garland Publishing, New York).
[26]
Cummings JN, Espinosa JA, Pickering CK (2009) Crossing spatial and temporal boundaries in globally distributed projects: A relational model of coordination delay. Inform. Systems Res. 20(3):420-439.
[27]
Dellarocas C (2003) The digitization of word of mouth: Promise and challenges of online feedback mechanisms. Management Sci. 49(10):1407-1424.
[28]
Dellarocas C (2006) Strategic manipulation of Internet opinion forums: Implications for consumers and firms. Management Sci. 52(10):1577-1593.
[29]
Dibbern J, Winkler J, Heinzl A (2008) Explaining variations in buyer extra costs between software projects offshored to India. MIS Quart. 32(2):333-366.
[30]
Dimoka A, Hong Y, Pavlou P (2012) On product uncertainty in online markets: Theory and evidence. MIS Quart. 32(2):395-426.
[31]
Dutta S, Geiger T, Lanvin B (2015) The global information technology report. World Econom. Forum. http://www3.weforum.org/docs/WEF_Global_IT_Report_2015.pdf.
[32]
Espinosa JA, Slaughter SA, Kraut RE, Herbsleb JD (2007) Familiarity complexity and team performance in geographically distributed software development. Organ. Sci. 18(4):613-630.
[33]
Forman C, Ghose A, Goldfarb A (2009) Competition between local and electronic markets: How the benefit of buying online depends on where you live. Management Sci. 55(1):47-57.
[34]
Friedman TL (2007) The World Is Flat: A Brief History of the Twenty-First Century (Picador, New York).
[35]
Gefen D, Carmel E (2008) Is the world really flat? A look at offshoring at an online programming market. MIS Quart. 32(2):367-384.
[36]
Ghemawat P (2013) Redefining Global Strategy: Crossing Borders in a World Where Differences Still Matter (Harvard Business Press, Boston).
[37]
Ghose A, Ipeirotis PG, Li B (2012) Designing ranking systems for hotels on travel search engines by mining user-generated and crowdsourced content. Marketing Sci. 31(3):493-520.
[38]
Giannetti M, Yafeh Y (2012) Do cultural differences between contracting parties matter? Evidence from syndicated bank loans. Management Sci. 58(2):365-383.
[39]
Gilbert DT (1991) How mental systems believe. Amer. Psychologist 46(2):107-119.
[40]
Grönroos C (1984) A service quality model and its marketing implications. Eur. J. Marketing 18(4):36-44.
[41]
Han CM (1989) Country image: Halo or summary construct. J. Marketing Res. 26(2):222-229.
[42]
Hann IH, Terwiesch C (2003) Measuring the frictional costs of online transactions: The case of a name-your-own-price channel. Management Sci. 49(11):1563-1579.
[43]
Hartline M, Ferrell O (1996) The management of customer contact service employees: An empirical investigation. J. Marketing 60(4):52-70.
[44]
Herbsleb JD, Grinter RE (1999) Splitting the organization and integrating the code: Conway's law revisited. Proc. 21st Internat. Conf. Software Engrg. (ACM, New York), 85-95.
[45]
Hong Y, Pavlou PA (2014) Product fit uncertainty in online markets: Nature effects and antecedents. Inform. Systems Res. 25(2):328-344.
[46]
Hong Y, Wang C, Pavlou PA (2016) Comparing open and sealed bid auctions: Evidence from online labor markets. Inform. Systems Res. 27(1):49-69.
[47]
Horton JJ (2015) Supply constraints as a market friction: Evidence from an online labor market. Working paper, Stern School of Business, New York University.
[48]
Hu N, Pavlou PA, Zhang J (2017) On selection biases in online product reviews. MIS Quart. 41(2):449-471.
[49]
Inglehart R, Welzel C (2010) Changing mass priorities: The link between modernization and democracy. Perspectives Politics 8(2):551-567.
[50]
James LR (1982) Aggregation bias in estimates of perceptual agreement. J. Appl. Psych. 67(2):219-229.
[51]
Katz R (1982) The effects of group longevity on project communication and performance. Admin. Sci. Quart. 27(1):81-104.
[52]
King WR, Torkzadeh G (2008) Information systems offshoring: Research status and issues. MIS Quart. 32(2):205-225.
[53]
Kokkodis M, Ipeirotis PG (2015) Reputation transferability in online labor markets. Management Sci. 62(6):1687-1706.
[54]
Kristensson P, Matthing J, Johansson N (2008) Key strategies for the successful involvement of customers in the co-creation of new technology-based services. Internat. J. Service Indust. Management 19(4):474-491.
[55]
Larman C, Basili VR (2003) Iterative and incremental development: A brief history. IEEE Comput. 36(6):47-56.
[56]
Leamer EE (2007) A flat world, a level playing field, a small world after all, or none of the above? A review of Thomas L. Friedman's The World is Flat. J. Econom. Literature 41(1):83-126.
[57]
Lefkoff-Hagius R, Mason CH (1993) Characteristic beneficial and image attributes in consumer judgments of similarity and preference. J. Consumer Res. 20(1):100-110.
[58]
Leskovec J, Rajaraman A, Ullman JD (2014) Mining of Massive Data Sets (Cambridge University Press, Cambridge, UK).
[59]
Li WK, Wyer RS (1994) The role of country of origin in product evaluations: Informational and standard-of-comparison effects. J. Consumer Psych. 3(2):187-212.
[60]
Lin M, Goes P (2012) Does information really "Unravel"? Understanding factors that motivate sellers to seek third-party certifications in an online labor market. Working paper, University of Arizona, Tucson.
[61]
Lin M, Liu Y, Viswanathan S (2016) Effectiveness of reputation in contracting for customized production: Evidence from online labor markets. Management Sci., ePub ahead of print December 16,
[62]
Littlepage G, Robison W, Reddington K (1997) Effects of task experience and group experience on group performance member ability and recognition of expertise. Organ. Behav. Human Decision Processes 69(2):133-147.
[63]
Malone TW, Crowston K (1994) The interdisciplinary study of coordination. ACM Comput. Surveys 26(1):87-119.
[64]
Malone TW, Laubacher RJ (1998) The dawn of the e-lance economy. Harvard Bus. Rev. 76(5):146-152.
[65]
Manyika J, Lund S, Robinson K, Valentino J, Dobbs R (2015) Connecting talent with opportunity in the digital age. McKinsey Global Institute Report, http://www.mckinsey.com/global-themes/employment-and-growth/connecting-talent-with-opportunity-in-the-digital-age.
[66]
Martin RC (2003) Agile Software Development: Principles Patterns and Practices (Prentice Hall, Upper Saddle River, NJ).
[67]
Mayer T, Zignago S (2005) Market access in global and regional trade. CEPII Report, http://www.cepii.fr/PDF_PUB/wp/2005/wp2005-02.pdf.
[68]
Mill R (2011) Hiring and learning in online global labor markets. Working paper, Stanford University, Palo Alto, CA.
[69]
Mithas S, Jones JL (2007) Do auction parameters affect buyer surplus in e-auctions for procurement? Production Oper. Management 16(4):455-470.
[70]
Mithas S, Krishnan M (2008) Human capital and institutional effects in the compensation of information technology professionals in the United States. Management Sci. 54(3):415-428.
[71]
Moreno A, Terwiesch C (2014) Doing business with strangers: Reputation in online service marketplaces. Inform. Systems Res. 25(4):856-886.
[72]
Morris MW, Fu H (2001) How does culture influence conflict resolution: A dynamic constructivist analysis. Soc. Cognition 19(3): 324-349.
[73]
Nakatsu RT, Iacovou CL (2009) A comparative study of important risk factors involved in offshore and domestic outsourcing of software development projects: A two-panel Delphi study. Inform. Management 46(1):57-68.
[74]
Nevo A (2000) A practitioner's guide to estimation of random-coefficients logit models of demand. J. Econom. Management Strategy 9(4):513-548.
[75]
Pavlou PA, Gefen D (2004) Building effective online marketplaces with institution-based trust. Inform. Systems Res. 15(1):27-53.
[76]
Pavlou PA, Liang H, Xue Y (2007) Understanding and mitigating uncertainty in online environments: A principal-agent perspective. MIS Quart. 31(1):105-136.
[77]
Rai A, Maruping LM, Venkatesh V (2009) Offshore information systems projects success: The role of social embeddedness and cultural characteristics. MIS Quart. 33(3):617-641.
[78]
Rao A, Monroe K (1989) The effect of price brand name and store name on buyers' perceptions of product quality: An integrative review. J. Marketing Res. 26(3):351-357.
[79]
Ravindran K, Susarla A, Mani D, Gurbaxani V (2015) Social capital reputation and contract design in buyer-supplier networks for information technology outsourcing. Inform. Systems Res. 26(2):379-397.
[80]
Rogers EM, Bhowmik DK (1970) Homophily-heterophily: Relational concepts for communication research. Public Opinion Quart. 34(4):523-538.
[81]
Rust RT, Inman JJ, Jia J, Zahorik A (1999) What you don't know about customer-perceived quality: The role of customer expectation distributions. Marketing Sci. 18(1):77-92.
[82]
Schaffer ME, Stillman S (2006) XTOVERID: Stata module to calculate tests of overidentifying restrictions after xtreg, xtivreg, xtivreg2, xthtaylor. Statistical Software Components S456779, Boston College Department of Economics, Chestnut Hill, MA, revised January 5, 2016.
[83]
Scholz M, Haas N (2011) Determinants of reverse auction results: An empirical examination of freelancer.com. Proc. Eur. Conf. Inform. Systems, Article 89.
[84]
Smith A (1776) The Wealth of Nations. Cannan E, ed. University Paperbacks 14-15 (Methuen, London).
[85]
Snir E, Hitt L (2003) Costly bidding in online markets for IT services. Management Sci. 49(11):1504-1520.
[86]
Spence M (1973) Job market signaling. Quart. J. Econom. 87(3): 355-374.
[87]
Staiger D, Stock JH (1997) Instrumental variables regression with weak instruments. Econometrica 65(3):557-586.
[88]
Stock JH, Yogo M (2005) Testing for weak instruments in IV regression. Andrews DWK, Stock JH, eds. Identification and Inference for Econometric Models: A Festschrift in Honor of Thomas Rothenberg (Cambridge University Press, Cambridge, UK), 80-108.
[89]
Stoll S, Zöttl G (2012) Information disclosure in dynamic buyer-determined procurement auctions: An empirical study. Working paper, Department of Economics, University of Munich, Munich, Germany.
[90]
Su N (2015) Cultural sensemaking in offshore information technology service suppliers: A cultural frame perspective. MIS Quart. 39(4):959-983.
[91]
Surprenant C, Solomon M (1987) Predictability and personalization in the service encounter. J. Marketing 51(2):86-96.
[92]
Susarla A (2012) Contractual flexibility rent seeking and renegotiation design: An empirical analysis of information technology outsourcing contracts. Management Sci. 58(7):1388-1407.
[93]
Susarla A, Barua A (2011) Contracting efficiency and new firm survival in markets enabled by information technology. Inform. Systems Res. 22(2):306-324.
[94]
Susarla A, Subramanyam P, Karhade P (2010) Contractual provisions to mitigate holdup: Evidence from information technology outsourcing. Inform. Systems Res. 21(1):37-55.
[95]
Tan G (2013) Australia's freelancer soars on IPO debut. Wall Street Journal (November 14), http://blogs.wsj.com/moneybeat/2013/11/14/australias-freelancer-soars-on-ipo-debut/.
[96]
Tan PN, Steinbach M, Kumar V (2005) Introduction to Data Mining (Addison-Wesley, Boston).
[97]
Vargo SL, Lusch RF (2004) Evolving to a new dominant logic for marketing. J. Marketing 68(1):1-17.
[98]
Williams RL (2000) A note on robust variance estimation for cluster-correlated data. Biometrics 56(2):645-646.
[99]
Wooldridge JM (2002) Econometric Analysis of Cross Section and Panel Data (MIT Press, Cambridge, MA).
[100]
Yoganarasimhan H (2013) The value of reputation in an online freelance market. Marketing Sci. 32(6):860-891.

Cited By

View all

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image Information Systems Research
Information Systems Research  Volume 28, Issue 3
September 2017
233 pages

Publisher

INFORMS

Linthicum, MD, United States

Publication History

Published: 01 September 2017
Accepted: 19 December 2016
Received: 17 June 2015

Author Tags

  1. IT services
  2. country IT development
  3. country differences
  4. online outsourcing platforms
  5. reputation

Qualifiers

  • Article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)0
  • Downloads (Last 6 weeks)0
Reflects downloads up to 22 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2024)Direct Communication and Two-Sided Matching Quality on a Digital PlatformInformation Systems Research10.1287/isre.2023.123535:2(629-641)Online publication date: 1-Jun-2024
  • (2023)Learning to Successfully Hire in Online Labor MarketsManagement Science10.1287/mnsc.2022.442669:3(1597-1614)Online publication date: 1-Mar-2023
  • (2023)Adjusting Skillset Cohesion in Online Labor MarketsInformation Systems Research10.1287/isre.2022.117734:3(1245-1258)Online publication date: 1-Sep-2023
  • (2023)Impressionable or Immune? Examining the Influence of Marquee Sellers in B2B Secondary Market Platforms for IT ProductsInformation Systems Research10.1287/isre.2022.113734:2(570-589)Online publication date: 1-Jun-2023
  • (2023)Reconceptualizing platforms in information systems research through the lens of service-dominant logicThe Journal of Strategic Information Systems10.1016/j.jsis.2023.10179132:3Online publication date: 1-Sep-2023
  • (2023)Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health CommunityInformation Systems Frontiers10.1007/s10796-022-10362-625:6(2393-2416)Online publication date: 1-Dec-2023
  • (2022)Competition, Contracts, and CreativityManagement Science10.1287/mnsc.2022.432968:12(8613-8634)Online publication date: 1-Dec-2022
  • (2022)Buyers’ Strategic Behavior in B2B Multichannel Auction MarketsInformation Systems Research10.1287/isre.2022.118033:4(1344-1367)Online publication date: 1-Dec-2022
  • (2022)The Screening Role of Design Parameters for Service Procurement Auctions in Online Service Outsourcing PlatformsInformation Systems Research10.1287/isre.2022.116833:4(1324-1343)Online publication date: 1-Dec-2022
  • (2021)Does Congestion Always Hurt? Managing Discount Under Congestion in a Game-Theoretic SettingInformation Systems Research10.1287/isre.2021.104032:4(1347-1367)Online publication date: 1-Dec-2021
  • Show More Cited By

View Options

View options

Login options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media