Song Yao

Washington University in St. Louis - John M. Olin Business School

Associate Professor of Marketing

One Brookings Drive

Campus Box 1133

St. Louis, MO 63130-4899

United States

http://www.songyao.org

SCHOLARLY PAPERS

15

DOWNLOADS
Rank 9,899

SSRN RANKINGS

Top 9,899

in Total Papers Downloads

5,856

SSRN CITATIONS
Rank 8,270

SSRN RANKINGS

Top 8,270

in Total Papers Citations

82

CROSSREF CITATIONS

74

Scholarly Papers (15)

1.

The Impact of Soda Taxes: Pass-Through, Tax Avoidance, and Nutritional Effects

Journal of Marketing Research, 2021, 58(1), 22-49, https://doi.org/10.1177%2F0022243720969401, Stanford University Graduate School of Business Research Paper No. 19-12
Number of pages: 73 Posted: 27 Dec 2018 Last Revised: 08 Jan 2021
Imperial College Business School, Northwestern - Kellogg and Washington University in St. Louis - John M. Olin Business School
Downloads 1,564 (13,851)
Citation 22

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Sin Taxes, Pass-Through, Tax Avoidance, Policy Evaluation, Tax Design

2.

How Do Firms Make Money Selling Digital Goods Online?

Rotman School of Management Working Paper No. 2363658
Number of pages: 17 Posted: 06 Dec 2013 Last Revised: 28 Apr 2014
London Business School, University of Toronto - Rotman School of Management, Massachusetts Institute of Technology (MIT) - Sloan School of Management, New York University (NYU) - Leonard N. Stern School of Business, Microsoft Research New York City, Nanigans, University of Chicago - Booth School of Business, Stanford Graduate School of Business and Washington University in St. Louis - John M. Olin Business School
Downloads 1,077 (24,497)
Citation 7

Abstract:

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revenue models, Internet, online advertising, digital goods, content, information, advertising, cookies

3.

A Dynamic Model of Sponsored Search Advertising

Marketing Science, Vol. 30, No. 3, pp. 447-468, May-June 2011, NET Institute Working Paper No. 08-16
Number of pages: 70 Posted: 19 Oct 2008 Last Revised: 05 Aug 2014
Song Yao and Carl F. Mela
Washington University in St. Louis - John M. Olin Business School and Duke University - Fuqua School of Business
Downloads 590 (55,920)
Citation 3

Abstract:

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Sponsored Search Advertising, Two-sided Market, Dynamic Game, Structural Models

4.

Sequential Search with Refinement: Model and Application with Click-Stream Data

Management Science, 63(12), pp. 4345-4365, 2017
Number of pages: 68 Posted: 16 Aug 2012 Last Revised: 28 Feb 2018
Yuxin Chen and Song Yao
New York University (NYU) - Department of Marketing and Washington University in St. Louis - John M. Olin Business School
Downloads 577 (57,456)
Citation 30

Abstract:

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consumer search, click-stream data analysis, electronic commerce, consumer behavior

5.

Does Online Word-of-Mouth Increase Demand? (and How?) Evidence from a Natural Experiment

Marketing Science, 36(6), pp. 838-861, 2017, Stanford University Graduate School of Business Research Paper No. 15-62
Number of pages: 58 Posted: 20 Nov 2015 Last Revised: 28 Feb 2018
Stephan Seiler, Song Yao and Wenbo Wang
Imperial College Business School, Washington University in St. Louis - John M. Olin Business School and Hong Kong University of Science & Technology (HKUST) - Department of Marketing
Downloads 409 (87,387)
Citation 9

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Microblogging, Advertising, Social Media, Word of Mouth

6.

Online Auction Demand

Marketing Science, Vol. 27, No. 5, pp. 861-885, 2008
Number of pages: 59 Posted: 17 Dec 2006 Last Revised: 09 Feb 2009
Song Yao and Carl F. Mela
Washington University in St. Louis - John M. Olin Business School and Duke University - Fuqua School of Business
Downloads 317 (116,518)
Citation 3

Abstract:

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Auctions, Structural Models, Two Sided Markets, Empirical IO, Bayesian Statistics

7.

TV Channel Search and Commercial Breaks

Journal of Marketing Research, 54(5), pp. 671-686, 2017
Number of pages: 50 Posted: 01 Feb 2015 Last Revised: 28 Feb 2018
Song Yao, Wenbo Wang and Yuxin Chen
Washington University in St. Louis - John M. Olin Business School, Hong Kong University of Science & Technology (HKUST) - Department of Marketing and New York University (NYU) - Department of Marketing
Downloads 306 (120,982)
Citation 3

Abstract:

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Advertising, Television, Consumer Search, Natural Experiment, Demand Estimation

8.

Sponsored Search Auctions: Research Opportunities in Marketing

Foundations and Trends in Marketing, Vol. 3: No 2, pp. 75-126
Number of pages: 57 Posted: 26 Mar 2009 Last Revised: 30 Mar 2010
Song Yao and Carl F. Mela
Washington University in St. Louis - John M. Olin Business School and Duke University - Fuqua School of Business
Downloads 200 (184,352)

Abstract:

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Auction, Sponsored Search, Advertising, Marketing

9.

Determining Consumers' Discount Rates with Field Studies

Journal of Marketing Research, 49(6), pp. 822-841, 2012
Number of pages: 56 Posted: 12 Jan 2011 Last Revised: 28 Feb 2018
Washington University in St. Louis - John M. Olin Business School, Duke University - Fuqua School of Business, China Europe International Business School (CEIBS) and Northwestern University - Department of Marketing
Downloads 178 (204,418)
Citation 18

Abstract:

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dynamic structural model, identification, forward-looking consumers, pricing, three-part tariff, discount rate

10.

Using Machine Learning to Address Customer Privacy Concerns: An Application with Click-stream Data

Number of pages: 22 Posted: 01 Feb 2019
Washington University in St. Louis, Washington University in St. Louis - John M. Olin Business School, Central University of Finance and Economics (CUFE) - Business School and Baifendian Information Technology Co., Ltd.
Downloads 147 (240,175)
Citation 3

Abstract:

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Privacy, Machine Learning, Federated Learning, Gated Recurrent Unit, Click-Stream Data

11.

An Efficiency Paradox of Uberization

Number of pages: 34 Posted: 14 Oct 2019 Last Revised: 15 Oct 2019
affiliation not provided to SSRN, affiliation not provided to SSRN, Washington University in St. Louis - John M. Olin Business School, University of Minnesota - Twin Cities - Carlson School of Management, affiliation not provided to SSRN, Southwest Jiaotong University and Northwestern University
Downloads 140 (249,878)
Citation 5

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12.

Risk Transfer versus Cost Reduction on Two-Sided Microfinance Platforms

Quantitative Marketing and Economics, Vol. 16, No. 3, 2018
Number of pages: 50 Posted: 01 Aug 2016 Last Revised: 04 Oct 2018
Bryan Bollinger and Song Yao
New York University (NYU) - Department of Marketing and Washington University in St. Louis - John M. Olin Business School
Downloads 133 (260,073)
Citation 1

Abstract:

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Microfinance, Crowdfunding, Two-Sided Platforms, FinTech, Lending, Pricing, Risk Transfer

13.

The Impact of Advertising Along the Conversion Funnel

Quantitative Marketing and Economics, 15(3), pp. 241-278., Stanford University Graduate School of Business Research Paper No. 17-17
Number of pages: 41 Posted: 22 Feb 2017 Last Revised: 27 Sep 2018
Stephan Seiler and Song Yao
Imperial College Business School and Washington University in St. Louis - John M. Olin Business School
Downloads 132 (261,543)
Citation 6

Abstract:

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Advertising, Conversion Funnel, Spillovers, Path-tracking Data

14.

Forecasting the Spread of COVID-19 under Different Reopening Strategies

Liu, Meng, Thomadsen, Raphael, and Yao, Song. Forecasting the spread of COVID-19 under different reopening strategies. Sci Rep 10, 20367 (2020). https://doi.org/10.1038/s41598-020-77292-8
Number of pages: 17 Posted: 15 Jun 2020 Last Revised: 23 Nov 2020
Meng Liu, Raphael Thomadsen and Song Yao
Washington University in St. Louis, Olin School - Washington University in St. Louis and Washington University in St. Louis - John M. Olin Business School
Downloads 56 (440,836)
Citation 3

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COVID-19, SIR Models, Social Distancing, Reopening Economy

15.

The Impact of Social Distancing and Masking on COVID-19 Spread and Consumer Spending

Number of pages: 30 Posted: 09 Nov 2020
Washington University in St. Louis - John M. Olin Business School, Olin School - Washington University in St. Louis, Washington University in Saint Louis, John M. Olin Business School, Students and Washington University in St. Louis - John M. Olin Business School
Downloads 30 (557,175)

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COVID-19, Social Distancing, Facial Mask, Consumer Spending