Research Interests of Ginger Z. Jin (as of November 14, 2018) Most of my research focuses on empirical studies in information economics, especially how market mechanisms alleviate information asymmetry among economic agents and what role government regulations play in information markets. The most common applications are in food safety, health care, online markets, environmental issues, development, and intrafamilial interactions.
Finished working papers Publications Other Public Writings Entrepreneur Work Unpublished Dissertation
Finished Working Papers
(All working papers are posted for discussion and comment purposes. They have not completed the peer-review process.)Published and Forthcoming
- Learning by Suffering? Patterns in Flu Shot Take-up, November 2018, with Thomas G. Koch at the Federal Trade Commission, NBER working paper #25272, under review.
- The Short-Run Effects of GDPR on Technology Venture Investment, November 2018, with Jian Jia and Liad Wagman at the Illinois Institute of Technology, NBER working paper #25248.
- Market Expanding or Market Stealing? Competition with Network Effects in Bike-Sharing, November 2018, joint with Guangyu Cao, Xi Weng and Li-an Zhou at Peking Univeristy, NBER working paper #24938.
- Medicare Payment to Skilled Nursing Facilities: The Consequences to the Three-Day Rule , May 2018, joint with Ajin Lee and Susan Feng Lu, NBER working paper #25017.
- Protecting Consumers in Privacy and Data Security: A Perspective of Information Economics (May 2017), with Andrew Stivers at the Federal Trade Commission.
- Is No News (Perceived as) Bad News? An Experimental Investigation of Information Disclosure , joint with Michael Luca and Daniel Martin, NBER working paper #21099.summary on HBS Working Knowledge (6/1/2015)summary on Vox (7/22/2015)
- More Trusting, Less Trust? An Investigation of Early E-commerce in China (July 2014) with Hongbin Cai, Li-an Zhou and Chong Liu, available as NBER working paper #18961.
- Peer Migration in China (October 2018) with Yuyu Chen at Peking University and Yang Yue at Xiamen University, available as NBER working paper #15671, under review.
- Learning by Doing with Asymmetric Information: Evidence from Prosper.com (July 2018) with Seth Freedman, available as NBER working paper #16855.
- Direct-to-Consumer Advertising and Online Search (Nov. 2018), with Matthew Chesnes at the Federal Trade Commission, accepted by Information Economics and Policy.
- Retraction and Reputation, in policy forum titled "Towards a more scientific science", with Susan Lu, Science, 21 Sep 2018, 361(6408) pp. 1194-1197.
- The Reverse Matthew Effect: Consequences of Retraction in Scientific Teams (July 2018), with Susan Lu, Ben Jones and Brian Uzzi, forthcoming Review of Economics and Statistics , earlier version available as NBER working paper #19489.Online appendix. Comment from freakeconomics.com.
- Mobile Messaging for Offline Group Formation in Prosocial Activities: A Large Field Experiment (Jan 2018), with Tianshu Sun and Guodong (Gordon) Gao. forthcoming Management Science, available as NBER working paper #21704.Best Paper (First Place), Conference on Information Systems and Economics (CIST) 2015.
- A Tale of Repetition: Lessons from Florida Restaurant Inspections , with Jungmin Lee, Journal of Law & Economics 61(1): 159-188.
- Incomplete Disclosure: Evidence of Signaling and Countersignaling (January 2017), with Ben Bederson, Phillip Leslie, Alex Quinn and Ben Zou. The American Economic Journal: Microeconomics, February 2018, 10(1): 41-66.Research Highlights by the American Economic Association
- Artificial Intelligence and Consumer Privacy, forthcoming chapter in Economics of Artificial Intelligence, edited by Ajay K. Agrawal, Joshua Gans and Avi Goldfarb, NBER. Also available as NBER working paper #24253.
- Aggregation of Consumer Ratings: An Application to Yelp.com, with Weijia (Daisy) Dai, Jungmin Lee, and Michael Luca, forthcoming Quantitative Marketing and Economics, early draft available as NBER working paper #18567.
- Economics at the FTC: Deceptive Claims, MarketDeﬁnition, and Patent Assertion Entities (Nov 2017), with Julie Carlson, Matthew Jones, Jason O'Connor and Nathan Wilson at the Federal Trade Commission, Review of Industrial Organization, December 2017, 51(4): 487–513.
- Banning Foreign Pharmacies from Sponsored Search: The Online Consumer Response (May 2017), with Matthew Chesnes at the Federal Trade Commission and Weijia (Daisy) Dai at the Lehigh University, Marketing Science, November-December 2017, 36(6): 879-907.Highlights by INFORMS
- Love, Money and Parental Goods: Does Parental Matchmaking Matter? , joint with Fali Huang and Lixin Xu , Journal of Comparative Economics May 2017, 45(2): 224-245, in Special section: Symposium on Gary Becker and Family Economics.Wall Street Journal Blog (2015-02-11), World Bank Blog (2015-2-13) qq.com (2015-2-16) marginalrevolution.com (2016-9-8)
- The Information Value of Online Social Networks: Lessons from Peer-to-Peer Lending , joint with Seth Freedman, International Journal of Industrial Organization, March 2017, 51: 185-222, previous versions available as NBER working paper #19820 and NET Institute Working Paper No. 08-43.
- Economics at the FTC: Horizontal Mergers and Data Security, joint with Dan Hanner, Marc Luppino and Ted Rosenbaum at the Federal Trade Commission. Review of Industrial Organization, December 2016, 49(4): 613-631.
- Solving Shortage in a Priceless Market: Insights from Blood Donation, with Tianshu Sun and Susan Feng Lu. Journal of Health Economics, July 2016, 48: 149-165. Also available as NBER working paper #21312.Coverage on Market Design Blog
- Poor Drug Quality and Global Trade: A Pilot Study , with Roger Bate, Aparna Mathur and Amir Attaran , American Journal of Health Economics, Summer 2016, 2(3): 373-398, (abstract). Also available as NBER working paper #20469.Summary in Vox (October 9, 2014), Opinion in Forbes (September 17, 2014), mentioned in Economist (September 13, 2014), Wall Street Journal Blog (September 18, 2014), Bloomberg (September 17, 2014).Our response to comments from India (October 10, 2014)
- Falsified or Substandard? Assessing Price and Non-Price Signals of Drug Quality with Roger Bate and Aparna Mathur, Journal of Economics & Management Strategy Winter 2015 (feature article), also available as NBER working paper #18073.
- Platform Pricing at Sportscard Conventions (July 2014) with Marc Rysman, Journal of Industrial Economics, December 2015, 63(4): 704-735. available as NBER working paper #17959.Press article in New York Times (April 21, 2012)
- Employer Contribution and Premium Growth in Health Insurance (July 2014) with Yiyan (Echo) Liu at RTI International, Journal of Health Economics January 2015, 228-247.
- Seller Reputation: From Word-of-Mouth to Centralized Feedback with Hongbin Cai, Li-an Zhou and Chong Liu, International Journal of Indistrial Organization, May 2014, volume 34, page 51-65.
- Inspection Technology, Detection and Compliance: Evidence from Florida Restaurant Inspections, with Jungmin Lee, RAND Journal of Economics, Winter 2014, 45(4): 885-917
- In Whom We Trust: The Role of Certification Agencies in Online Drug Markets (September 2013) with Roger Bate and Aparna Mathur, forthcoming the B.E. Journal of Economic Analysis & Policy, Contribution tier , available as NBER working paper #17955.
- The Retraction Penalty: Evidence from the Web of Science", with Susan Feng Lu, Ben Jones and Brian Uzzi, Nature Scientific Reports Volume 3, November 6, 2013.
- The Promise of Beijing: Evaluating the Impact of the 2008 Olympic Games on Air Quality, with Yuyu Chen, Naresh Kumar , and Guang Shi, the Journal of Environmental Economics and Managemen, 66 (2013): 424-443.Comment from freakeconomics.com
- Gaming in Air Pollution Data? Lessons from China, with Yuyu Chen, Naresh Kumar , and Guang Shi, the B.E. Journal of Economic Analysis & Policy, Advances tier, Volume 13, Issue 3, 2012.
- Love and Money by Parental Matchmaking: Evidence from Urban Couples in China with Fali Huang and Lixin Xu , the American Economic Review Papers and Proceedings May 2012, 555-560.
- The Informative Role of Advertising and Experience in Dynamic Brand Choice: an Application to the Ready-to-Eat Cereal Market, with Yan Chen, Chapter 5 in Value of Information: Methodology Frontiers and New Applications in Environment and Health, edited by Ramanan Laxminarayan and Molly K. Macauley, Springer 2012.
- The Potential Consequences of Public Release of Food Safety and Inspection Service Establishment-Specific Data (November 2011) with Lee-Ann Jaykus, Julie Caswell, James Dickson, John Dunn, Stephen Fienberg, William Hallman, Gale Prince, Donald Schaffner, Kathleen Segerson, Christopher Waldrop and David Weil as a committee appointed by the National Academies, Board on Agriculture and Natural Resources. Publisher: the National Academies Press, ISBN-10:0-309-22465-9 & ISBN-13: 978-0-309-22465-9.
- Does Health Insurance Coverage Lead to Better Health and Educational Outcomes? Evidence from Rural China , with Yuyu Chen, the Journal of Health Economics January 2012, 1-14.
- Does Price Reveal Poor-Quality Drugs? Evidence from 17 Countries with Roger Bate and Aparna Mathur, the Journal of Health Economics, December 2011, 1150-1163.
- Quality Disclosure and Certification: Theory and Practice with David Dranove, Journal of Economic Literature, December 2010, 48(4): 935-63.
- That's News to Me! Information Revelation in Professional Certification Markets , with John List and Andrew Kato, Economic Inquiry January 2010, 48(1): 104-122.
- Information, Learning, and Drug Diffusion: the Case of Cox-2 Inhibitors with Pradeep Chintagunta and Renna Jiang, Quantitative Marketing and Economics, volume 7 number 4, December 2009, 399-443.
- Games Parents and Adolescents Play: Risky Behaviors, Parental Reputation and Strategic Transfers, with V. Joseph Hotz and Lingxin Hao, The Economic Journal. (April 2008 leading article): Vol 118 Issue 528: 515-555.
- Dividing Online and Offline: A Case Study with Andrew Kato, Review of Economic Studies (July 2007) Vol. 74(3), 981-1004.Press articles in Toronto Star (June 8, 2013).
- Direct to Consumer Advertising and Prescription Choice with Toshiaki Iizuka, Journal of Industrial Economics , 2007, 55(4): 771-771.
- Price, Quality and Reputation: Evidence From An Online Field Experiment with Andrew Kato, RAND Journal of Economics. Winter 2006, Vol. 37 No.4.
- Information and Consumer Choice: The Value of Publicized Health Plan Ratings, with Alan Sorensen, Journal of Health Economics, March 2006, 25(2): 248-275.
- Impact of Restaurant Hygiene Grade Cards on Foodborne Disease Hospitalizations in Los Angeles County, (with Phillip Leslie, Paul Simon, Grace Run, Roshan Reporter, Arturo Aguirre and Jonathan E. Fielding) Journal of Environmental Health, March 2005, Vol. 67, 32-36.
- The Case in Support of Restaurant Hygiene Grade Cards, with Phillip Leslie, Choices, 2nd Quarter 2005, 20(2), 97-102.This study has encouraged the public health authorities in the UK to adopt food hygiene grades both via restaurant window displays and on the internet. The internet publication of hygiene grades is available at www.scoresonthedoors.org.uk .
- The Effects of Prescription Drug Advertising on Doctor Visits, with Toshiaki Iizuka , Journal of Economics & Management Strategy, Fall 2005, 14(3): 701-727.
- Competition and Disclosure Incentives: An Empirical Study of HMOs, RAND Journal of Economics, Spring 2005, Vol. 26, 93-113.
2003:Other Public Writings
- The Effects of Information on Product Quality: Evidence from Restaurant Hygiene Grade Cards, with Phillip Leslie, Quarterly Journal of Economics, May 2003, 118(2), 409-51.Press articles in the Wall Street Journal (May 29, 2003), Sacremento Bee (June 21, 2003 ), Los Angeles Times ( July 28, 2003).
Related opinions: Napa News
Book mentions: Secrets of the MoneyLab (by Kay-Yut Chen and Marina Krakovsky)
- Price and Quality of Prescription Drugs, NBER Reporter, 2018, Number 4.
- Video discussion of big data on the OECD Competition Economics Workshop for Chief and Senior Economists, May 2-4, 2018 at Seoul, South Korea.
- Mandated Disclosure May Have Flaws, But It Still Has Value (June 22, 2015) (comments on More Than You Wanted To Know: The Failure of Mandated Disclosure, by Omri Ben-Shahar and Carl E. Schneider.)
- Consumer Information about Health Plan Quality: Evidence Prior to the National Medicare Education Program (Dec 2002), dissertation chapter.
- Digital Disclosure with a Nationally Standardized Database of Restaurant Food Safety Inspections with Phillip Leslie and Ben Bederson, funded by the Sloan Foundation.Media coverage on foodsafetynews.com, Maryland press releaseCo-founder of Hazel Analytics, a company that promotes open-government data.
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