Olivier Toubia

- Glaubinger Professor of Business
- Marketing Division
- Areas of Expertise
- AI and Business Analytics Brand and Product Management Entrepreneurship & Innovation Media
- Contact
- Office: 925 Kravis
- Phone: (212) 8548243
- E-mail: [email protected]
Olivier Toubia is the Glaubinger Professor of Business at Columbia Business School. His research focuses on various aspects of innovation, including preference measurement and idea generation. Specifically, he combines methods from social sciences and data science, in order to study human processes such as motivation, choice, and creativity. He currently serves as the Editor-in-Chief at the journal Marketing Science. He teaches a course on Foundations of Innovation and the core marketing course. He received his MS in Operations Research and PhD in Marketing from MIT.
- Education
-
PhD, Massachusetts Institute of Technology, 2004
- Joined CBS
- 2004
All Activities
- Type
-
Journal Article
.
“The More You Ask, the Less You Get: When Additional Questions Hurt External Validity.”
Journal of Marketing Research
vol.
59
,
no.
5
(October 01, 2022):
963
-982
.
- Type
-
Journal Article
Friedman, Elizabeth and Olivier Toubia
.
“Pricing Fairness in a Pandemic: Navigating Unintended Changes to Value or Cost.”
Journal of the Association for Consumer Research
vol.
7
,
no.
1
(January 01, 2022):
89
-97
.
- Type
-
Journal Article
.
“Content-Based Model of Web Search Behavior: An Application to TV Show Search.”
Management Science
vol.
67
,
no.
10
(January 01, 2021):
6378
-6398
.
- Type
-
Journal Article
.
“A Poisson Factorization Topic Model for the Study of Creative Documents (and Their Summaries).”
Journal of Marketing Research
vol.
58
,
no.
6
(January 01, 2021):
1142
-1158
.
- Type
-
Journal Article
.
“How Quantifying the Shape of Stories Predicts Their Success.”
Journal of Marketing Research
vol.
58
,
no.
6
(January 01, 2021):
1142
-1158
.
- Type
-
Journal Article
Liu, Jia and Olivier Toubia
.
“Search Query Formation by Strategic Consumers.”
Quantitative Marketing and Economics
vol.
18
,
(January 01, 2020):
155
-194
.
- Type
-
Journal Article
Liu, Jia and Olivier Toubia
.
“Search Query Formation by Strategic Consumers.”
Quantitative Marketing and Economics
vol.
18
,
(January 01, 2020):
155
-194
.
- Type
-
Journal Article
.
“What's the Catch? Suspicion in Bank Motives and Sluggish Refinancing.”
The Review of Financial Studies
vol.
32
,
(January 01, 2019):
467
-495
.
- Type
-
Journal Article
.
“Extracting Features of Entertainment Products: A Guided Latent Dirichlet Allocation Approach Informed by the Psychology of Media Consumption.”
Journal of Marketing Research
vol.
56
,
(January 01, 2019):
18
-36
.
- Type
-
Journal Article
.
“What’s the Catch? Suspicion of Bank Motives and Sluggish Refinancing.”
The Review of Financial Studies
vol.
32
,
no.
2
(January 01, 2019):
467
-495
.
- Type
-
Journal Article
Liu, Jia and Olivier Toubia
.
“A Semantic Approach for Estimating Consumer Content Preferences from Online Search Queries.”
Marketing Science
vol.
37
,
(January 01, 2018):
855
-1052
.
- Type
-
Journal Article
.
“Attention, Information Processing and Choice in Incentive-Aligned Choice Experiments.”
Journal of Marketing Research
vol.
55
,
(January 01, 2018):
783
-800
.
- Type
-
Journal Article
.
“Extracting Features of Entertainment Products: A Guided LDA Approach Informed by the Psychology of Media Consumption.”
Journal of Marketing Research
vol.
56
,
no.
1
(January 01, 2018):
18
-36
.
- Type
-
Journal Article
.
“Idea Generation, Creativity, and Prototypicality.”
Marketing Science
vol.
36
,
(January 01, 2017):
1
-20
.
- Type
-
Journal Article
.
“Affect as an Ordinal System of Utility Assessment.”
Organizational Behavior and Human Decision Processes
vol.
131
,
(November 01, 2015):
81
-94
.
- Type
-
Journal Article
Luo, Lan and Olivier Toubia
.
“Improving Online Idea Generation Platforms and Customizing the Task Structure Based on Consumers' Domain-Specific Knowledge.”
Journal of Marketing
vol.
79
,
(September 01, 2015):
100
-114
.
- Type
-
Journal Article
.
“A Bounded Rationality Model of Information Search and Choice in Preference Measurement.”
Journal of Marketing Research
vol.
52
,
(April 01, 2015):
166
-183
.
- Type
-
Journal Article
.
“The Future of Quantitative Marketing: Results of a Survey.”
Customer Needs and Solutions
vol.
2
,
(January 01, 2015):
5
-18
.
- Type
-
Journal Article
.
“Improving Penetration Forecasts Using Social Interactions Data.”
Management Science
vol.
60
,
(January 01, 2014):
3049
-3066
.
- Type
-
Journal Article
.
“Dynamic Experiments for Estimating Preferences: An Adaptive Method of Eliciting Time and Risk Parameters.”
Management Science
vol.
59
,
(January 01, 2013):
613
-640
.
- Type
-
Journal Article
Toubia, Olivier and Andrew Stephen
.
“Intrinsic vs. Image-Related Utility in Social Media: Why Do People Contribute Content to Twitter?”
Marketing Science
vol.
32
,
(January 01, 2013):
368
-392
.
- Type
-
Journal Article
.
“Measuring Consumer Preferences Using Conjoint Poker.”
Marketing Science
vol.
31
,
(January 01, 2012):
138
-156
.
- Type
-
Journal Article
Stephen, Andrew T. and Olivier Toubia
.
“Deriving Value from Social Commerce Networks.”
Journal of Marketing Research
vol.
47
,
(April 01, 2010):
215
-228
.
- Type
-
Journal Article
.
“Disjunctions of Conjunctions, Cognitive Complexity, and Consideration Sets.”
Journal of Marketing Research
vol.
47
,
(January 01, 2010):
485
-496
.
- Type
-
Journal Article
.
“The Silver Lining Effect: Formal Analysis and Experiments.”
Management Science
vol.
55
,
(November 01, 2009):
1832
-1841
.
- Type
-
Journal Article
Ofek, Elie and Olivier Toubia
.
“Marketing and Innovation Management: An Integrated Perspective.”
Foundations and Trends in Marketing
vol.
4
,
(January 01, 2009):
77
-128
.
- Type
-
Journal Article
Stephen, Andrew T. and Olivier Toubia
.
“Explaining the Power-Law Degree Distribution in a Social Commerce Network.”
Social Networks
vol.
31
,
(January 01, 2009):
262
-270
.
- Type
-
Journal Article
.
“Eliciting Consumer Preferences using Robust Adaptive Choice Questionnaires.”
IEEE Transactions on Knowledge and Data Engineering
vol.
20
,
(February 01, 2008):
145
-155
.
- Type
-
Journal Article
Netzer, Oded, Olivier Toubia, Eric Bradlow, Ely Dahan, Theodoros Evgeniou, Fred Feinberg, Eleanor Feit, Sam Hui, Joseph Johnson, John Liechty, James Orlin, and Vithala Rao
.
“Beyond Conjoint Analysis: Advances in Preference Measurement.”
Marketing Letters
vol.
19
,
(January 01, 2008):
337
-354
.
- Type
-
Journal Article
.
“Adaptive Idea Screening Using Consumers.”
Marketing Science
vol.
26
,
(June 01, 2007):
342
-60
.
- Type
-
Journal Article
Toubia, Olivier and John Hauser
.
“On Managerially Efficient Experimental Designs.”
Marketing Science
vol.
26
,
(January 01, 2007):
851
-858
.
- Type
-
Journal Article
.
“A Convex Optimization Approach to Modeling Consumer Heterogeneity in Conjoint Estimation.”
Marketing Science
vol.
26
,
(January 01, 2007):
805
-818
.
- Type
-
Journal Article
.
“Probabilistic Polyhedral Methods for Adaptive Choice-Based Conjoint Analysis: Theory and Application.”
Marketing Science
vol.
26
,
(January 01, 2007):
596
-610
.
- Type
-
Journal Article
.
“Idea Generation, Creativity, and Incentives.”
Marketing Science
vol.
25
,
(January 01, 2006):
411
-25
.
- Type
-
Journal Article
Hauser, John and Olivier Toubia
.
“The Impact of Utility Balance Endogeneity in Conjoint Analysis.”
Marketing Science
vol.
24
,
(January 01, 2005):
498
-507
.
- Type
-
Journal Article
.
“Polyhedral Methods for Adaptive Choice-Based Conjoint Analysis.”
Journal of Marketing Research
vol.
41
,
(February 01, 2004):
116
-131
.
- Type
-
Journal Article
.
“Fast Polyhedral Adaptive Conjoint Estimation.”
Marketing Science
vol.
22
,
(January 01, 2003):
273
-303
.
- Type
-
Working Paper
.
Letting Logos Speak: Leveraging Multiview Representation Learning for Data-Driven Design. January 01, 2019.
- Type
-
Working Paper
.
Affect as an Ordinal System of Utility Assessment. January 01, 2014.
- Type
-
Working Paper
Luo, Lan and Olivier Toubia
.
Fostering Consumer Performance in Idea Generation: Customizing the Task Structure Based on Consumer Knowledge. May 01, 2013.
- Type
-
Working Paper
.
Estimation of Risk and Time Preferences: Response Error, Heterogeneity, Adaptive Questionnaires, and Experiment Evidence from Mortgagers. July 30, 2010.
- Type
-
Working Paper
.
Affective Evaluations Are More Ordinal. March 01, 2010.
- Type
-
Working Paper
.
Viral Marketing: A Large-Scale Field Experiment. August 28, 2009.
- Type
-
Working Paper
.
A New Approach to Modeling the Adoption of New Products: Aggregated Diffusion Models. January 01, 2008.
- Type
-
Newspaper/Magazine Article
.
“A Poisson Factorization Topic Model for the Study of Creative Documents (and Their Summaries).”
Journal of Marketing Research
.
Forthcoming.
- Type
-
Chapter
.
“New Product Development.”
In
The Handbook of Technology Management, vol. 1
,
edited by Hossein Bidgoli
,
953
-963
.
Hoboken, NJ
:
Wiley
,
2010.
- Type
-
Chapter
.
“Optimization-Based and Machine-Learning Methods for Conjoint Analysis: Estimation and Question Design.”
In
Conjoint Measurement: Methods and Applications, 4th edition
,
edited by Anders Gustafsson, Andreas Herrmann, and Frank Huber
,
231
-58
.
New York
:
Springer-Verlag
,
2008.
- Type
- Course
B6601: Marketing
- Type
- Course
B7667: Foundations of Innovation
- Type
- Course
B8609: Generative AI for Business
- Type
-
Case Study
.
Chirpin’ Tavern’s Coupon Promotion.
New York
:
Columbia Business School CaseWorks
,
2021.
- Type
-
Case Study
.
Montclair Video.
Columbia Business School
:
CaseWorks
,
2010.
- Type
-
Case Study
- Type
-
Case Study
- Type
-
Case Study
- Type
-
Case Study
- Type
-
Case Study
- Type
- In the Media
- Type
- In the Media