All That Glitters Is Not Gold: The Impact of Certification Test Costs in Online Labor Markets
Published Online:27 May 2025https://doi.org/10.1287/isre.2023.0303
References
- (2013) Does Information Help or Hinder Job Applicants from Less Developed Countries in Online Markets? (National Bureau of Economic Research, Cambridge, MA).Crossref, Google Scholar
- (1970) The market for “lemons”: Quality uncertainty and the market mechanism. Quart. J. Econom. 84(3):488–500.Crossref, Google Scholar
- (2008) Does job testing harm minority workers? Evidence from retail establishments. Quart. J. Econom. 123(1):219–277.Crossref, Google Scholar
- (2014) Gender and the labor market: What have we learned from field and lab experiments? Labour Economics 30:32–40.Crossref, Google Scholar
- (2000) Reputation effects and the limits of contracting: A study of the Indian software industry. Quart. J. Econom. 115(3):989–1017.Crossref, Google Scholar
- (2020) Steering in online markets: The role of platform incentives and credibility. Management Sci. 66(9):4047–4070.Link, Google Scholar
- (2020) Can reputation discipline the gig economy? Experimental evidence from an online labor market. Management Sci. 66(5):1802–1825.Link, Google Scholar
- Blair PQ, Chung BW (2025) Job market signaling through occupational licensing. Rev. Econom. Statist. 107(2):338–354.Google Scholar
- (1980) Analysis of covariance with qualitative data. Rev. Econom. Stud. 47(1):225–238.Crossref, Google Scholar
- (2017) Hiring preferences in online labor markets: Evidence of a female hiring bias. Management Sci. 64(7):2973–2994.Link, Google Scholar
- (2022) Governance and design of digital platforms: A review and future research directions on a meta-organization. J. Management 48(1):147–184.Crossref, Google Scholar
- (1993) Will affirmative-action policies eliminate negative stereotypes? Amer. Econom. Rev. 83(5):1220–1240.Google Scholar
- (2018) Third-party certifications as an organizational performance liability. J. Management 44(8):3096–3123.Crossref, Google Scholar
- (2020) Bad credit, no problem? Credit and labor market consequences of bad credit reports. J. Finance 75(5):2377–2419.Crossref, Google Scholar
- (2010) Quality disclosure and certification: Theory and practice. J. Econom. Lit. 48(4):935–963.Crossref, Google Scholar
- (2015) Distributed tuning of boundary resources. MIS Quart. 39(1):217–244.Crossref, Google Scholar
- (2015) Market structure, reputation, and the value of quality certification. Amer. Econom. J. Microeconom. 7(4):83–108.Crossref, Google Scholar
- (2008) Is the world really flat? A look at offshoring at an online programming marketplace. MIS Quart. 32(2):367–384.Crossref, Google Scholar
- (2010) Governing third-party development through platform boundary resources. Proc. Thirty-First Internat. Conf. Information Systems (ICIS) (St. Louis).Google Scholar
- (2018) Role of monetary incentives in the digital and physical inter-border labor flows. J. Management Inform. Systems 35(3):866–899.Crossref, Google Scholar
- (2008) Econometric Analysis (Pearson-Prentice Hall, Upper Saddle River, NJ).Google Scholar
- (1981) The informational role of warranties and private disclosure about product quality. J. Law Econom. 24(3):461–483.Crossref, Google Scholar
- (2021) Trust and disintermediation: Evidence from an online freelance marketplace. Management Sci. 67(2):794–807.Link, Google Scholar
- (2019) Optimal management of virtual infrastructures under flexible cloud service agreements. Inform. Systems Res. 30(4):1424–1446.Link, Google Scholar
- (1976) The common structure of statistical models of truncation, sample selection and limited dependent variables and a simple estimator for such models. Ann. Econom. Soc. Measurement 5(4):475–492.Google Scholar
- (2016) Comparing open and sealed bid auctions: Evidence from online labor markets. Inform. Systems Res. 27(1):49–69.Link, Google Scholar
- (2021) Just DM me (politely): Direct messaging, politeness, and hiring outcomes in online labor markets. Inform. Systems Res. 32(3):786–800.Link, Google Scholar
- (2019) Buyer uncertainty about seller capacity: Causes, consequences, and a partial solution. Management Sci. 65(8):3518–3540.Link, Google Scholar
- (2007) The value of privacy assurance: An exploratory field experiment. MIS Quart. 31(1):19–33.Crossref, Google Scholar
- (2020) Platform signaling for generating platform content. MIS Quart. 44(3):1177–1205.Crossref, Google Scholar
- (2003) The effect of information on product quality: Evidence from restaurant hygiene grade cards. Quart. J. Econom. 118(2):409–451.Crossref, Google Scholar
- (2018) Exploiting and defending open digital platforms with boundary resources: Android’s five platform forks. Inform. Systems Res. 29(2):479–497.Link, Google Scholar
- (2022) Do microcredentials help new workers enter the market? Evidence from an online labor platform. J. Human Resources 59(4):1284–1318.Google Scholar
- (2000) No pain, no gain: A critical review of the literature on signaling unobservable product quality. J. Marketing 64(2):66–79.Crossref, Google Scholar
- (2021) Demand-aware career path recommendations: A reinforcement learning approach. Management Sci. 67(7):4362–4383.Link, Google Scholar
- (2023) The good, the bad, and the unhirable: Recommending job applicants in online labor markets. Management Sci. 69(11):6417–7150.Google Scholar
- (2023) Unemployment and online labor: Evidence from microtasking. MIS Quart. 47(2):771–802.Crossref, Google Scholar
- (2018) Learning to hire? Hiring as a dynamic experiential learning process in an online market for contract labor. Management Sci. 64(12):5651–5668.Link, Google Scholar
- (2011) Asymmetric information, adverse selection and online disclosure: The case of eBay motors. Amer. Econom. Rev. 101(4):1535–1546.Crossref, Google Scholar
- (2025) Regulating powerful platforms: Evidence from commission fee caps. Inform. Systems Res. 36(1):126–140.Google Scholar
- (2018) Optimal distribution strategy for enterprise software: Retail, SaaS, or dual channel? Production Oper. Management 27(11):1928–1939.Crossref, Google Scholar
- (2021) Dynamic resource allocation on multi-category two-sided platforms. Management Sci. 67(2):984–1003.Link, Google Scholar
- (2022) The screening role of design parameters for service procurement auctions in online service outsourcing platforms. Inform. Systems Res. 33(4):1324–1343.Link, Google Scholar
- (2018) Effectiveness of reputation in contracting for customized production: Evidence from online labor markets. Management Sci. 64(1):345–359.Link, Google Scholar
- (2015) Strategic disclosure: The case of business school rankings. J. Econom. Behav. Organ. 112:17–25.Crossref, Google Scholar
- (2021) The impact of platform protection insurance on buyers and sellers in the sharing economy: A natural experiment. J. Marketing 85(2):50–69.Crossref, Google Scholar
- (1989) Generalized Linear Models, 2nd ed. (Chapman & Hall, London).Crossref, Google Scholar
- (2014) Doing business with strangers: Reputation in online service marketplaces. Inform. Systems Res. 25(4):865–886.Link, Google Scholar
- (2022) Pricing strategy selection for the sharing platform with heterogeneous laborers. Comput. Indust. Engrg. 169:108241.Crossref, Google Scholar
- (2013) Research note—The value of third-party assurance seals in online retailing: An empirical investigation. Inform. Systems Res. 24(4):1100–1111.Link, Google Scholar
- (2004) Building effective online marketplaces with institution-based trust. Inform. Systems Res. 15(1):37–59.Link, Google Scholar
- (2014) Reputation as a sufficient condition for data quality on Amazon Mechanical Turk. Behav. Res. Methods 46:1023–1031.Crossref, Google Scholar
- (2013) The competitive implications of certifications: The effects of scientific and regulatory certifications on entries into new technical fields. Acad. Management J. 56(2):597–627.Crossref, Google Scholar
- (2022) Platform policies and sellers’ competition in agency selling in the presence of online quality misrepresentation. J. Management Inform. Systems 39(1):159–186.Crossref, Google Scholar
- (2002) Overt Bias in Observational Studies, 2nd ed. (Springer, New York).Crossref, Google Scholar
- (1973) Job market signaling. Quart. J. Econom. 87(3):355–374.Crossref, Google Scholar
- (2015) Landing the first job: The value of intermediaries in online hiring. Rev. Econom. Stud. 83(2):810–854.Crossref, Google Scholar
- (2013) Ad revenue and content commercialization: Evidence from blogs. Management Sci. 59(10):2314–2331.Link, Google Scholar
- (2023) Look the part? The role of profile pictures in online labor markets. Marketing Sci. 42(6):1080–1100.Link, Google Scholar
- (1984) Job assignments, signalling, and efficiency. RAND J. Econom. 15(2):255–267.Crossref, Google Scholar
- (2013) The value of reputation in an online freelance marketplace. Marketing Sci. 32(6):860–891.Link, Google Scholar

