Employment
University of Texas at Austin, McCombs School of Business, Austin, TX
Assistant Professor of Marketing, July 2018 – present
Education
Ph.D. Marketing, The Wharton School at the University of Pennsylvania, 2018
B.A. Mathematics, Statistics, and Economics (Triple Major)
Summa Cum Laude, Rice University, 2011
Research
Methodological: Causal Inference, Quasi-experimental Methods, Synthetic Control Methods
Substantive: Omnichannel Retailing, Public Policy
Publications
Li, Kathleen T. and Venkatesh Shankar (2023), “A Two-Step Synthetic Control Approach for Estimating Causal Effects of Marketing Events,” Management Science, Forthcoming.
Li, Kathleen T. and Christophe Van den Bulte (2023), “Augmented Difference-in-Differences” Marketing Science https://doi.org/10.1287/mksc.2022.1406
Li, Kathleen T. and Garrett Sonnier (2023), “Statistical Inference for the Factor Model Approach to Estimate Causal Effects in Quasi-Experimental Settings,” Journal of Marketing Research, 60(3):449-472. https://doi.org/10.1177/00222437221137533
Li, Kathleen T. (2020), “Statistical Inference for Average Treatment Effects Estimated by Synthetic Control Methods,” Journal of the American Statistical Association, 115(532): 2068-2083. https://doi.org/10.1080/01621459.2019.1686986
Li, Kathleen T. and David R. Bell (2017), “Estimation of Average Treatment Effects with Panel Data: Asymptotic Theory and Implementation,” Journal of Econometrics, 197(1): 65-75. https://doi.org/10.1016/j.jeconom.2016.01.011
Under Review
Li, Kathleen T. “A Novel Forward Differences-in-Differences Method” (under second round review at Marketing Science Frontiers) https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4213705
Selected Working Papers
Li, Kathleen T. and Venkatesh Shankar, “Inference Theory for Quasi-experimental Methods with Nonstationary Data of Unknown Structure: Does the Lifting of Shelter-in-Place Keep Covid-19 Manageable?” (preparing for submission)
Teaching
MKT 360 Information and Analysis
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- Trammell CBA Foundation Teaching Award for Assistant Professors (2022) – one or two assistant professors selected each year from McCombs School of Business
- Faculty Honor Roll (2020, 2021)
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Awards and Honors
Saroj and Vithala Rao Young Scholar Award (2023)
ISMS Early Career Scholar (2023)
McCombs Research Excellence Grant (2023, $15,000)
Trammell CBA Foundation Teaching Award for Assistant Professors (2022)
AMA Sheth Consortium Faculty Fellow (2022)
Research Reboot Award, Provost’s Office, UT Austin, (2021)
John A. Howard AMA Doctoral Dissertation Award Winner (2018)
Wharton Marketing Graduate Fellowship (2011 – 2014, 2016 – 2018)
INFORMS Doctoral Consortium Fellow (2017)
Duckworth Fellowship Nominee (2013)
NSF Foundation Graduate Research Fellowship Awardee (2011)
Phi Beta Kappa (2011)
Rice University Roy Trustee Distinguished Scholarship (2007 – 2011)
President’s Honor Roll (2007 – 2010)
SACNAS Conference Travel Scholarship (2009)
BP America Economics and Trading Scholarship (2008, awarded $10,000)
Jackie Schnell Memorial Scholarship for Academic Excellence and Service (2008) National Siemens Award for Advanced Placement (2007) – one female and one male
selected in the US each year based on seven math and science AP exams