Is the World Truly 'Flat'? Empirical Evidence from Online Labor Markets

Visionaries have conjectured that the world is becoming a level playing field due to the Internet that allows people to connect from anywhere around the globe. We examine this “flat world” conjecture in the context of online labor markets by theoretically proposing and empirically quantifying the economic effects of a set of common global differences (language, time zone, cultural, and economic development differences across countries) on both employers’ hiring decisions and service providers’ pricing decisions. The empirical study integrates a unique dataset formed by a sample of 261,060 bids for 25,839 IT projects (software development) from a global online labor market matched with five archival sources on language, time zone, culture, economic development, and exchange rates. We quantify the role of global differences (“frictions”) in terms of the employers’ price elasticity and the service providers’ level of sensitivity to these differences. The econometric identification hinges on the exogenous variation of the exchange rate fluctuations of global currencies against the US dollar, as a “cost-shifter” type Instrumental Variable (IV). The results show that employers are negatively affected by global differences; notably, on average, a different language reduces an employer’s utility by about 5%; each hour time difference decreases the employer’s utility by about 0.71%; while a different culture reduces the employer’s utility. Contrary to the literature and industry expectations, controlling for compensation, employers prefer service providers from countries with higher economic development. On the other hand, when submitting their bids, providers are sensitive to language and time zone differences, but not to cultural differences. The strong economic effects of the proposed global differences imply that online labor markets are not a truly level (“flat”) playing field, particularly for service providers from poor, non-English speaking countries with traditional (religious versus secular) cultural values and a large time zone difference from employers’ geographical locations (predominantly North America and Europe). We discuss the study’s theoretical and managerial implications for reducing the “frictions” from these global differences and designing “flatter” online labor markets.

[1]  Jeffrey M. Woodbridge Econometric Analysis of Cross Section and Panel Data , 2002 .

[2]  Edward E. Leamer,et al.  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 , 2007 .

[3]  Paul R. Milgrom,et al.  Price and Advertising Signals of Product Quality , 1986, Journal of Political Economy.

[4]  Barbara Stern,et al.  Consumer Bidding Behavior on Internet Auction Sites , 2002, Int. J. Electron. Commer..

[5]  Hema Yoganarasimhan,et al.  The Value of Reputation in an Online Freelance Marketplace , 2013, Mark. Sci..

[6]  C. Grönroos A Service Quality Model and its Marketing Implications , 1984 .

[7]  Manuel Bagues,et al.  Do On-Line Labor Market Intermediaries Matter? The Impact of AlmaLaurea on University-to-Work Transition , 2007 .

[8]  Pär J. Ågerfalk,et al.  Flexible and distributed information systems development , 2006 .

[9]  R L Williams,et al.  A Note on Robust Variance Estimation for Cluster‐Correlated Data , 2000, Biometrics.

[10]  A. Cooper,et al.  Survivors of industry shake-outs: The case of the U.S. color television set industry , 1985 .

[11]  Jianmin Tang,et al.  Productivity Levels and International Competitiveness between Canadian and U.S. Industries , 2000 .

[12]  Beibei Li,et al.  Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowd-Sourced Content , 2011, Mark. Sci..

[13]  Hema Yoganarasimhan,et al.  Estimation of Beauty Contest Auctions , 2014, Mark. Sci..

[14]  O. Ferrell,et al.  The Management of Customer-Contact Service Employees: An Empirical Investigation , 1996 .

[15]  K. Train,et al.  A Control Function Approach to Endogeneity in Consumer Choice Models , 2010 .

[16]  J. Bakos,et al.  From vendors to partners: Information technology and incomplete contracts in buyer‐supplier relationships , 1993 .

[17]  Gordon B. Davis,et al.  Software Development Practices, Software Complexity, and Software Maintenance Performance: a Field Study , 1998 .

[18]  Robbie T. Nakatsu,et al.  A comparative study of important risk factors involved in offshore and domestic outsourcing of software development projects: A two-panel Delphi study , 2009, Inf. Manag..

[19]  Mary Jo Bitner,et al.  Critical Service Encounters: The Employee's Viewpoint , 1994 .

[20]  Kenneth S. Rogoff,et al.  Can Exchange Rates Forecast Commodity Prices? , 2008 .

[21]  Dorothy E. Leidner,et al.  Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues , 2001, MIS Q..

[22]  R. Banker,et al.  Importance of Measures of Past Performance: Empirical Evidence on Quality of e-Service Providers* , 2008 .

[23]  Chrysanthos Dellarocas,et al.  Strategic Manipulation of Internet Opinion Forums: Implications for Consumers and Firms , 2004, Manag. Sci..

[24]  Mayuram S. Krishnan,et al.  Human Capital and Institutional Effects in the Compensation of Information Technology Professionals in the United States , 2008, Manag. Sci..

[25]  J. Mirrlees An Exploration in the Theory of Optimum Income Taxation an Exploration in the Theory of Optimum Income Taxation L Y 2 , 2022 .

[26]  David H. Reiley,et al.  Pennies from Ebay: The Determinants of Price in Online Auctions , 2000 .

[27]  M. Melnik,et al.  Seller Reputation, Information Signals, and Prices for Heterogeneous Coins on eBay , 2005 .

[28]  M. Spence Job Market Signaling , 1973 .

[29]  George A. Akerlof,et al.  The Market for “Lemons”: Quality Uncertainty and the Market Mechanism , 1970 .

[30]  Nayantara Hensel,et al.  The Visible Hand: The Managerial Revolution in American Business , 2012 .

[31]  Colin Clark,et al.  The Conditions of Economic Progress. , 1941 .

[32]  A. Ghose,et al.  Cultural Differences and Geography as Determinants of Online Prosocial Lending , 2014, MIS Q..

[33]  Rob Procter,et al.  Software Development Practices , 1995 .

[34]  Jonathan D. Levin,et al.  Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions , 2008 .

[35]  Antonio Moreno,et al.  Doing Business with Strangers: Reputation in Online Service Marketplaces , 2014, Inf. Syst. Res..

[36]  W. R. King,et al.  Information systems offshoring: research status and issues , 2008 .

[37]  Angelika Dimoka,et al.  On Product Uncertainty in Online Markets: Theory and Evidence , 2011, MIS Q..

[38]  J. Alberto Espinosa,et al.  Crossing Spatial and Temporal Boundaries in Globally Distributed Projects: A Relational Model of Coordination Delay , 2009, Inf. Syst. Res..

[39]  Erran Carmel,et al.  Is the World Really Flat? A Look at Offshoring in an Online Programming Marketplace , 2008, MIS Q..

[40]  Stephen L. Vargo,et al.  Evolving to a New Dominant Logic for Marketing , 2004 .

[41]  Daniel McFadden,et al.  Modelling the Choice of Residential Location , 1977 .

[42]  Pravin K. Trivedi,et al.  Microeconometrics Using Stata , 2009 .

[43]  A. Roth,et al.  Last-Minute Bidding and the Rules for Ending Second-Price Auctions: Evidence from eBay and Amazon Auctions on the Internet , 2002 .

[44]  James D. Herbsleb,et al.  Familiarity, Complexity, and Team Performance in Geographically Distributed Software Development , 2007, Organ. Sci..

[45]  Michael R. Solomon,et al.  Predictability and Personalization in the Service Encounter , 1987 .

[46]  Gad Allon,et al.  Large-Scale Service Marketplaces: The Role of the Moderating Firm , 2012, Manag. Sci..

[47]  Elizabeth Lyons,et al.  Does Information Help or Hinder Job Applicants from Less Developed Countries in Online Markets? , 2013 .

[48]  James D. Herbsleb,et al.  Splitting the organization and integrating the code: Conway's law revisited , 1999, Proceedings of the 1999 International Conference on Software Engineering (IEEE Cat. No.99CB37002).

[49]  Florian Heiss,et al.  Discrete Choice Methods with Simulation , 2016 .

[50]  Adam Smith,et al.  The Wealth of Nations , 1999 .

[51]  P. Ghemawat Redefining Global Strategy: Crossing Borders in a World Where Differences Still Matter , 2007 .

[52]  Roy Mill,et al.  NET Institute* , 2011 .

[53]  Erik Brynjolfsson,et al.  Race against the machine : how the digital revolution is accelerating innovation, driving productivity, and irreversibly transforming employment and the economy , 2011 .

[54]  L. Mosley,et al.  The World Is Flat: A Brief History of the Twenty-First Century , 2005 .

[55]  Thomas W. Malone,et al.  The Dawn of the E-Lance Economy , 1998, Wirtschaftsinformatik.

[56]  Jianmin Jia,et al.  What You Don'T Know About Customer-Perceived Quality: the Role of Customer Expectation Distributions , 1999 .

[57]  A. Rao,et al.  The Effect of Price, Brand Name, and Store Name on Buyers’ Perceptions of Product Quality: An Integrative Review , 1989 .

[58]  Mark E. Schaffer,et al.  XTOVERID: Stata module to calculate tests of overidentifying restrictions after xtreg, xtivreg, xtivreg2, xthtaylor , 2006 .

[59]  Rajiv D. Banker,et al.  The Moderating Effects of Structure on Volatility and Complexity in Software Enhancement , 2000, Inf. Syst. Res..

[60]  J. Hausman Specification tests in econometrics , 1978 .

[61]  D. Murphey,et al.  The World Is Flat: A Brief History of the Twenty-First Century , 2006 .

[62]  Mark P. Taylor,et al.  Real Exchange Rate Behavior: The Recent Float from the Perspective of the Past Two Centuries , 1996, Journal of Political Economy.

[63]  Mariassunta Giannetti,et al.  Do Cultural Differences between Contracting Parties Matter? Evidence from Syndicated Bank Loans , 2008, Manag. Sci..

[64]  Jens Dibbern,et al.  Explaining Variations in Client Extra Costs Between Software Projects Offshored to India , 2008, MIS Q..

[65]  Detmar W. Straub,et al.  Production and Transaction Economies and IS Outsourcing: A Study of the U.S. Banking Industry , 1998, MIS Q..

[66]  Paulo B. Góes,et al.  Does Information Really “Unravel”? Understanding Factors That Motivate Sellers to Seek Third-Party Certifications in an Online Labor Market , 2012 .

[67]  T. Mayer,et al.  Market Access in Global and Regional Trade , 2005 .

[68]  Jonas Matthing,et al.  Key strategies for the successful involvement of customers in the co‐creation of new technology‐based services , 2008 .

[69]  Erik Brynjolfsson,et al.  Frictionless Commerce? A Comparison of Internet and Conventional Retailers , 2000 .

[70]  Kevin Crowston,et al.  The interdisciplinary study of coordination , 1994, CSUR.

[71]  Pär J. Ågerfalk,et al.  Introduction to the Special Issue - Flexible and Distributed Information Systems Development: State of the Art and Research Challenges , 2009, Inf. Syst. Res..

[72]  Paul R. Milgrom,et al.  A theory of auctions and competitive bidding , 1982 .

[73]  J. Asker,et al.  Procurement When Price and Quality Matter , 2006 .

[74]  Michael Scholz,et al.  Determinants of reverse auction results: an empirical examination of freelancer.com , 2011, ECIS.

[75]  Pär J. Ågerfalk,et al.  Outsourcing to an Unknown Workforce: Exploring Opensourcing as a Global Sourcing Strategy , 2008, MIS Q..

[76]  G. Littlepage,et al.  Effects of Task Experience and Group Experience on Group Performance, Member Ability, and Recognition of Expertise , 1997 .

[77]  Gregor Zöttl,et al.  Information Disclosure in Dynamic Buyer-Determined Procurement Auctions: An Empirical Study , 2012 .