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- August 2021
- Case
Patch Technology: Making it Easy to do the Right Thing
By: Tomomichi Amano, Robert J. Dolan and Carol Zhang
- Article
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to...
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- February 2020
- Teaching Note
Essential Explorations at MUJI
By: Tomomichi Amano and Das Narayandas
Launched as a private brand in 1980 to counter the increasingly brand-conscious consumer in Japan, MUJI offered beautifully designed, fairly priced, no-frills quality goods. The once modest private label brand with 40 products had expanded significantly by 2019 to more...
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- December 2019
- Supplement
Othellonia: Growing a Mobile Game
- December 2019 (Revised July 2020)
- Supplement
Othellonia: Growing a Mobile Game
- November 2019 (Revised June 2020)
- Teaching Note
Othellonia: Growing a Mobile Game
Teaching note for case 520-016
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- 2019
- Working Paper
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, improved medical diagnostics, and machine translation, but can it improve marketing decisions? It can. Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to rich media...
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- September 2019 (Revised June 2020)
- Case
Othellonia: Growing a Mobile Game
In the summer of 2019, Yu Sasaki, Head of the Game Division of DeNA, a Japanese mobile gaming company, is evaluating various growth strategies for its recent game Othellonia. Sasaki needs to decide if he should focus on customer acquisition, retention, or monetization.
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- August 2019 (Revised January 2020)
- Case
Essential Explorations at MUJI
By: Tomomichi Amano, Das Narayandas, Naoko Jinjo and Akiko Kanno
Launched as a private brand in 1980 to counter the increasingly brand-conscious consumer in Japan, MUJI offered beautifully designed, fairly priced, no-frills quality goods. The once modest private label brand with 40 products had expanded significantly by 2019 to more...
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- July 2019
- Case
LaCroix Sparkling Water
By: Tomomichi Amano, Das Narayandas and Kerry Herman
Launched in 1981 as an “all occasion” sparkling water brand, LaCroix Sparkling Water has had a number of ups and downs as a brand. After being purchased by National Beverage in 1996, the brand was re-positioned as a new, colorful, fun alternative to the other sparkling...
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- July 2019
- Case
LaCroix Sparkling Water (Abridged)
By: Tomomichi Amano, Das Narayandas and Kerry Herman
Launched in 1981 as an “all occasion” sparkling water brand, LaCroix Sparkling Water has had a number of ups and downs as a brand. After being purchased by National Beverage in 1996, the brand was repositioned as a new, colorful, fun alternative to the other sparkling...
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- 2019
- Working Paper
Identification Using Border Approaches and IVs
By: Xing Li, Wesley R. Hartmann and Tomomichi Amano
We document that recent quasi-experimental strategies for identifying advertising effects can be derived from a model in which ad decisions are made at a more aggregate level than conversion is measured. Next, we show that the identifying variation in one of these...
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- 2019
- Working Paper
Large-Scale Demand Estimation with Search Data
By: Tomomichi Amano, Andrew Rhodes and Stephan Seiler
In many online markets, traditional methods of demand estimation are difficult to implement because assortments are very large and individual products are sold infrequently. At the same time, data on consumer search (i.e., browsing) behavior are often available and are...
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- 2018
- Working Paper
Ratcheting, Competition, and the Diffusion of Technological Change: The Case of Televisions Under an Energy Efficiency Program
By: Tomomichi Amano and Hiroshi Ohashi
In differentiated goods markets with societal implications, quality standards are commonly implemented to avoid the under-provision of innovation. Firms have clear incentives to engage in strategic behavior because policymakers use market outcomes as a benchmark in...
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- 2014
- Discussion Paper
Do High Feed-in Tariffs for Solar PV Panels Hinder Competition (Japanese)
By: Koji Nomura and Tomomichi Amano
In Japan, feed-in-tariffs (FIT) are a key policy tool that has been deployed to produce the mass diffusion of photovoltaices (PV). In this study, we argue that this policy is unlikely to induce sustainable economic growth, which some use as a justification for FIT. We...
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- 2012
- Discussion Paper
Labor Productivity and Quality Change in Singapore: Achievements in 1974-2011 and Prospects for the Next Two Decades
By: Koji Nomura and Tomomichi Amano
Labor productivity growth in Singapore that has grown at a rate of over 3.0 percent per year since 1970s considerably slowed down to 0.5 percent on average per annum in the latter half of the 2000s. The purpose of this paper is to ask, first, to what extent Singapore’s...
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