Published/Accepted Papers

Designing Context-Based Marketing: Product Recommendations under Time Pressure

(joint with Kosuke Uetake and Yasutora Watanabe)

Management Science, link to the paper.​

When Will Workers Follow an Algorithm?: A Field Experiment with a Retail Business

Management Science, June 19, 2020, link to the paperworking paper

Effectiveness of Product Recommendation under Time and Crowd Pressures

(joint with Kosuke Uetake and Yasutora Watanabe)

Marketing Science, 38 (2), March-April 2019, link to the paper, working paper.

Testing Rationality without Restricting Heterogeneity

Journal of Econometrics, 197 (1), pp. 153-171, March 2017, link to the paper.

Working Papers

Merger Analysis in the App Economy: An Empirical Model of Ad-Sponsored Media

(joint with Toshifumi Kuroda and Susumu Sato)

Last update: February 24, 2021, working paper.

Small Business under the COVID-19 Crisis: Expected Short- and Medium-Run Effects of Anti-Contagion and Economic Policies

(joint with Naomi Kodama and Mari Tanaka)

Last update: June 24, 2020, working paper.

Estimating High-Dimensional Discrete Choice Model of Differentiated Products with Random Coefficients

(joint with Masayuki Sawada)

Last update: April 21, 2020, working paper.

Does TB Vaccination Reduce COVID-19 Infection?: No Evidence from a Regression Discontinuity Analysis

(joint with Masao Fukui and Hiroaki Matsuura)

Last update: April 9, 2020 working paper, replication data & code.

Crowding-out Effects of Public Libraries and the Public Lending Right

(joint with Kyogo Kanazawa)

Last update: May 2, 2019, working paper,Revision & Resubmit requested by Journal of Law and Economics.

Working in Progress

Dynamic Oligopoly with Financing Friction: The U.S. Airline Industry after the Deregulation (joint with Kohei Hayashida), Efficiency of Expert-mediated Job Matching (joint with Ryo Kambayashi),  Ex-post Anticompetitive Effects of Patent Overlaps: The Case of 3D Printers (joint with Makoto Kadowaki), Oligopoly Non-linear Pricing and Bundling: A Structural Analysis (joint with Takanori Ida, Toshifumi Kuroda, and Susumu Sato).