The Interplay of Earnings, Ratings, and Penalties on Sharing Platforms: An Empirical Investigation

References

• Agrawal A, Horton JJ, Lacetera N, Lyons E (2015) Digitization and the contract labor market: A research agenda. Economic Analysis of the Digital Economy (University of Chicago Press, Chicago), 219–250.Crossref, Google Scholar
• Allon G, Cohen M, Sinchaisri P (2023) The impact of behavioral and economic drivers on gig economy workers. Manufacturing Service Oper. Management, ePub ahead of print March 2, https://doi.org/10.1287/msom.2023.1191.Google Scholar
• Andrews EL (2019) This story is rated five stars! Stanford University (January 17), https://engineering.stanford.edu/magazine/article/story-rated-five-stars.Google Scholar
• Baker GP, Jensen MC, Murphy K (1988) Compensation and incentives: Practice vs. theory. J. Finance 43(3):593–616.Crossref, Google Scholar
• Benjaafar S, Hu M (2020) Operations management in the age of the sharing economy: What is old and what is new? Manufacturing Service Oper. Management 22(1):93–101.Link, Google Scholar
• Butler R, Nisan M (1986) Effects of no feedback, task-related comments, and grades on intrinsic motivation and performance. J. Edu. Psych. 78(3):210–216.Crossref, Google Scholar
• Chen MK (2016) Dynamic pricing in a labor market: Surge pricing and flexible work on the Uber platform. Proc. ACM Conf. on Econom. and Comput. (ACM, New York), 455–455.Google Scholar
• Chen Y (2022) User-generated physician ratings and their effects on patients’ physician choices: Evidence from Yelp. J. Marketing., ePub ahead of print December 6, https://journals.sagepub.com/doi/abs/10.1177/00222429221146511.Google Scholar
• Chen DL, Horton JJ (2016) Research note—Are online labor markets spot markets for tasks? A field experiment on the behavioral response to wage cuts. Information Systems Res. 27(2):403–423.Link, Google Scholar
• Chen H, Zheng Z, Ceran Y (2016) De-biasing the reporting bias in social media analytics. Production Oper. Management 25(5):849–865.Crossref, Google Scholar
• Chen X, Li Z, Ming L, Zhu W (2022) The incentive game under target effects in ridesharing: A structural econometric analysis. Manufacturing Service Oper. Management 24(2):972–992.Link, Google Scholar
• Cohen MJ, Brown HS, Vergragt PJ (2017) Social Change and the Coming of Post-Consumer Society: Theoretical Advances and Policy Implications (Taylor & Francis).Crossref, Google Scholar
• Crawford VP, Meng J (2011) New York City cab drivers’ labor supply revisited: Reference-dependent preferences with rational-expectations targets for hours and income. Amer. Econom. Rev. 101(5):1912–1932.Crossref, Google Scholar
• Dai H, Swaminathan JM, Xu Y (2022) Leveraging the experience: Exploration and exploitation in gig worker learning process. Preprint, submitted May 20, https://dx.doi.org/10.2139/ssrn.4106978.Google Scholar
• Dambacher M, Hübner R, Schlössser J (2011) Monetary incentives in speeded perceptual decision: Effects of penalizing errors vs. slow responses. Frontiers Psych. 2(248):1–12.Google Scholar
• Dellarocas C, Wood CA (2008) The sound of silence in online feedback: Estimating trading risks in the presence of reporting bias. Management Sci. 54(3):460–476.Link, Google Scholar
• Dolan S (2018) Crowdsourced delivery explained: Making same day shipping cheaper through local couriers. Business Insider (May 21), https://www.businessinsider.com/crowdsourced-delivery-shipping-explained.Google Scholar
• Garg N, Johari R (2021) Designing informative rating systems: Evidence from an online labor market. Manufacturing Service Oper. Management 23(3):589–605.Link, Google Scholar
• Ghose A (2018) TAP: Unlocking the Mobile Economy (MIT Press, Cambridge, MA).Google Scholar
• Guda H, Subramanian U (2019) Your Uber is arriving: Managing on-demand workers through surge pricing, forecast communication, and worker incentives. Management Sci. 65(5):1995–2014.Abstract, Google Scholar
• Hall JV, Horton JJ, Knoepfle DT (2021) Pricing in designed markets: The case of ride-sharing. Working paper.Google Scholar
• Hausman JA (1996) Valuation of new goods under perfect and imperfect competition. The Economics of New Goods (University of Chicago Press, Chicago), 207–248.Google Scholar
• He S, Qiu L, Cheng X (2021) Surge pricing and short-term wage elasticity of labor supply in real-time ridesharing markets. Management Inform. Systems Quart. 46(1):193–227.Google Scholar
• Heckman JJ (1979) Sample selection bias as a specification error. Econometrica 47(1):153–161.Crossref, Google Scholar
• Horton JJ, Chilton LB (2010) The labor economics of paid crowdsourcing. Proc. 11th ACM Conf. on Electronic Commerce (ACM, New York), 209–218.Google Scholar
• Jian L, Ba S, Lu L, Jiang LC, Yang S (2019) Managing the crowds: The effect of prize guarantees and in-process feedback on participation in crowdsourcing contests. Management Inform. Systems Quart. 43(1):97–112.Crossref, Google Scholar
• Johnson J, Panagioti M, Bass J, Ramsey L, Harrison R (2017) Resilience to emotional distress in response to failure, error or mistakes: A systematic review. Clin. Psych. Rev. 52:19–42.Crossref, Google Scholar
• Kennedy P (2008) A Guide to Econometrics (John Wiley & Sons, Hoboken, NJ).Google Scholar
• Kleibergen F, Paap R (2006) Generalized reduced rank tests using the singular value decomposition. J. Econometrics 133(1):97–126.Crossref, Google Scholar
• Klein J (2019) 35% of the U.S. workforce is now freelancing—10 million more than 5 years ago. Fast Company (October 3), https://www.fastcompany.com/90411808/35-of-the-u-s-workforce-is-now-freelancing-10-million-more-than-5-years-ago.Google Scholar
• Lawler EE (1971) Pay and Organization Effectiveness: A Psychological View (McGraw Hill, New York).Google Scholar
• Lepper MR, Greene D, Nisbett RE (1973) Undermining children’s intrinsic interest with extrinsic reward: A test of the “overjustification” hypothesis. J. Personality Soc. Psych. 28(1):129–137.Crossref, Google Scholar
• Li Y, Lu LX, Susan FL (2020) Do social media trump government report cards in influencing consumer choice? Evidence from U.S. nursing homes. Preprint submitted March 6, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3531964.Google Scholar
• Li SYW, Cox AL, Or C, Blandford A (2016) Effects of monetary reward and punishment on information checking behaviour. Appl. Ergonomics 53:258–266.Crossref, Google Scholar
• Liu TX, Yang J, Lada A Adamic YC (2014) Crowdsourcing with all-pay auctions: A field experiment on Taskcn. Management Sci. 60(8):2020–2037.Link, Google Scholar
• Lourenço SM (2016) Monetary incentives, feedback, and recognition—Complements or substitutes? Evidence from a field experiment in a retail services company. Accounting Rev. 91(1):279–297.Crossref, Google Scholar
• Luft J (1994) Bonus and penalty incentives contract choice by employees. J. Accounting Econom. 18(2):181–206.Crossref, Google Scholar
• Maslow AH (1943) A theory of human motivation. Psych. Rev. 50(4):370–396.Crossref, Google Scholar
• Modigliani F (1966) The life cycle hypothesis of saving, the demand for wealth and the supply of capital. Soc. Res. (New York) 33(2):160–217.Google Scholar
• Parker GG, Van Alstyne MW, Choudary SP (2016) Platform Revolution: How Networked Markets Are Transforming the Economy and How to Make Them Work for You (WW Norton & Company, New York).Google Scholar
• Pofeldt E (2017) Are we ready for a workforce that is 50% freelance? Forbes (October 17), https://www.forbes.com/sites/elainepofeldt/2017/10/17/are-we-ready-for-a-workforce-that-is-50-freelance/#3853b1113f82.Google Scholar
• Puhani P (2000) The Heckman correction for sample selection and its critique. J. Econom. Survey 14(1):53–68.Crossref, Google Scholar
• Rosenblat A, Stark L (2016) Algorithmic labor and information asymmetries: A case study of Uber’s drivers. Internat. J. Comm. 10:3758–3784.Google Scholar
• Schawbel D (2016) 10 workplace trends you’ll see in 2017. Forbes (November 1), https://www.forbes.com/sites/danschawbel/2016/11/01/workplace-trends-2017/#904fd8156bd9.Google Scholar
• Semykina A, Wooldridge JM (2010) Estimating panel data models in the presence of endogeneity and selection. J. Econometrics 157(2):375–380.Crossref, Google Scholar
• Sheldon M (2016) Income targeting and the ridesharing market. Economics. https://www.semanticscholar.org/paper/Income-Targeting-and-the-Ridesharing-Market-Sheldon/b5dfed4fcdd50c7b47805dcf5af3d2996240eabe.Google Scholar
• Stiglitz JE (1975) Incentives, risk, and information: Notes toward a theory of hierarchy. Bell J. Econom. 6(2):552–579.Crossref, Google Scholar
• Stock JH, Yogo M (2005) Testing for weak instruments in linear IV regression. Identification and Inference for Econometric Models: Essays in Honor of Thomas Rothenberg (Cambridge University Press, Cambridge, UK), 80–108.Crossref, Google Scholar
• Van der Stede WA, Wu A, Wu SY-C (2020) An empirical analysis of employee responses to bonuses and penalties. Accounting Rev. 95(6):395–412.Crossref, Google Scholar
• Wooldridge JM (2010) Econometric Analysis of Cross Section and Panel Data (MIT Press, Cambridge, MA).Google Scholar
• Xu Y, Armony M, Ghose A (2021) The interplay between online reviews and physician demand: An empirical investigation. Management Sci. 67(12):7344–7361.Google Scholar