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Galit Shmueli · SciRah

Researcher profile · Semantic Scholar

Galit Shmueli

National Tsing Hua University

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Galit Shmueli — researcher profile on SciRah

ORCID iD 0000-0002-0820-0301Homepage

h-index: 33
Works: 163
Citations: 11K

Most-cited papers

Predictive model assessment in PLS-SEM: guidelines for using PLSpredict
Galit Shmueli, M. Sarstedt, Joseph F. Hair, J. Cheah +3 more
2019European Journal of Marketing4,062 citations Open access
Semantic Scholar
Predictive Analytics in Information Systems Research
Galit Shmueli, O. Koppius
2011MIS Q.1,541 citations Open access
Semantic Scholar
Research Commentary - Too Big to Fail: Large Samples and the p-Value Problem
Ming-Feng Lin, H. Lucas, Galit Shmueli
2013Information systems research954 citations
Semantic Scholar
A Flexible Regression Model for Count Data
Kimberly F. Sellers, Galit Shmueli
2010306 citations Open access
Semantic Scholar
Prediction‐Oriented Model Selection in Partial Least Squares Path Modeling
P. Sharma, Galit Shmueli, M. Sarstedt, N. Danks +1 more
2018Decision Sciences278 citations Open access
Semantic Scholar
The COM-Poisson model for count data: a survey of methods and applications
Kimberly F. Sellers, Sharad Borle, Galit Shmueli
2012213 citations
Semantic Scholar
PLS-Based Model Selection: The Role of Alternative Explanations in Information Systems Research
P. Sharma, M. Sarstedt, Galit Shmueli, Kevin H. Kim +1 more
2019Journal of the AIS204 citations Open access
Semantic Scholar
Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner
Galit Shmueli, P. Bruce, I. Yahav, Nitin R. Patel +1 more
2016126 citations
Semantic Scholar
Information Quality: The Potential of Data and Analytics to Generate Knowledge
Ron S. Kenett, Galit Shmueli
2016112 citations
Semantic Scholar
One-Way Mirrors in Online Dating: A Randomized Field Experiment
R. Bapna, Jui Ramaprasad, Galit Shmueli, Akhmed Umyarov
2016Management Sciences108 citations Open access
Semantic Scholar
On generating multivariate Poisson data in management science applications
I. Yahav, Galit Shmueli
2012100 citations Open access
Semantic Scholar
Fundamentals of Clinical Trials, 4th edition
Galit Shmueli
201261 citations
Semantic Scholar
Adjusting to the GDPR: The Impact on Data Scientists and Behavioral Researchers
Travis Greene, Galit Shmueli, Soumya Ray, Jan Fell
2019Big Data42 citations Open access
Semantic Scholar
Clarifying the terminology that describes scientific reproducibility
Ron S. Kenett, Galit Shmueli
2015Nature Methods39 citations
Semantic Scholar
An Extensive Examination of Regression Models with a Binary Outcome Variable
S. Chatla, Galit Shmueli
2017Journal of the AIS34 citations
Semantic Scholar
Analyzing Behavioral Big Data: Methodological, practical, ethical, and moral issues
Galit Shmueli
201632 citations Open access
Semantic Scholar
Research Dilemmas with Behavioral Big Data
Galit Shmueli
2017Big Data31 citations Open access
Semantic Scholar
Efficient estimation of COM-Poisson regression and a generalized additive model
S. Chatla, Galit Shmueli
2016Computational Statistics & Data Analysis31 citations Open access
Semantic Scholar
Linear Probability Models (LPM) and Big Data: The Good, the Bad, and the Ugly
S. Chatla, Galit Shmueli
201629 citations Open access
Semantic Scholar
A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data
Iribal Yahav, Galit Shmueli, D. Mani
201628 citations Open access
Semantic Scholar
Modeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture Models
P. Sur, Galit Shmueli, Smarajit Bose, Paromita Dubey
201325 citations Open access
Semantic Scholar
One-Way Mirrors and Weak-Signaling in Online Dating: A Randomized Field Experiment
R. Bapna, Jui Ramaprasad, Galit Shmueli, Akhmed Umyarov
2013International Conference on Interaction Sciences24 citations
Semantic Scholar
Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization
Travis Greene, Galit Shmueli, Soumya Ray
2023Journal of the AIS23 citations Open access
Semantic Scholar
Getting Started with Business Analytics: Insightful Decision-Making
D. Hardoon, Galit Shmueli
201322 citations Open access
Semantic Scholar
Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms
Travis Greene, David Martens, Galit Shmueli
2022Nature Machine Intelligence19 citations
Semantic Scholar
Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure
A. Tafti, Galit Shmueli
2020Information systems research19 citations Open access
Semantic Scholar
Too Big to Fail: Larger Samples and False Discoveries
Ming-Feng Lin, H. Lucas, Galit Shmueli
201119 citations Open access
Semantic Scholar
How to “improve” prediction using behavior modification
Galit Shmueli, A. Tafti
2020International Journal of Forecasting14 citations Open access
Semantic Scholar
From Quality to Information Quality in Official Statistics
Ron S. Kenett, Galit Shmueli
201614 citations Open access
Semantic Scholar
Directionally Sensitive Multivariate Control Charts in Practice: Application to Biosurveillance
I. Yahav, Galit Shmueli
2014Quality and Reliability Engineering International14 citations Open access
Semantic Scholar
How Can IJDS Authors, Reviewers, and Editors Use (and Misuse) Generative AI?
Galit Shmueli, Bianca Maria Colosimo, David Martens, R. Padman +4 more
2023INFORMS Journal on Data Science13 citations Open access
Semantic Scholar
Atomist or holist? A diagnosis and vision for more productive interdisciplinary AI ethics dialogue
Travis Greene, Amit Dhurandhar, Galit Shmueli
2022Patterns12 citations Open access
Semantic Scholar
Helping authors and reviewers ask the right questions: The InfoQ framework for reviewing applied research
Ron S. Kenett, Galit Shmueli
201611 citations
Semantic Scholar
Maximizing bidder surplus in simultaneous online art auctions via dynamic forecasting
M. Dass, Wolfgang Jank, Galit Shmueli
201111 citations
Semantic Scholar
Beware of "Explanations" of AI
David Martens, Galit Shmueli, T. Evgeniou, Kevin Bauer +13 more
2025Business & Information Systems Engineering10 citations Open access
Semantic Scholar
A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data
I. Yahav, Galit Shmueli, D. Mani
2016MIS Q.9 citations
Semantic Scholar
A flexible model for estimating price dynamics in on‐line auctions
Wolfgang Jank, Galit Shmueli, Shu Zhang
20108 citations
Semantic Scholar
The Hidden Inconsistencies Introduced by Predictive Algorithms in Judicial Decision Making
Travis Greene, Galit Shmueli, Jan Fell, Ching-Fu Lin +2 more
2020arXiv.org7 citations
Semantic Scholar
Wavelet-Based Monitoring for Biosurveillance
Galit Shmueli
2013Axioms7 citations Open access
Semantic Scholar
Monetization could corrupt algorithmic explanations
Travis Greene, Sofie Goethals, David Martens, Galit Shmueli
2025Ai & Society6 citations Open access
Semantic Scholar
Causal Inference Grounded in Causal Diagrams: Benefits, Limitations, and Opportunities for the Information Systems Field
A. Tafti, Galit Shmueli
2025MIS Q.6 citations
Semantic Scholar
Forks over knives: Predictive inconsistency in criminal justice algorithmic risk assessment tools
Travis Greene, Galit Shmueli, Jan Fell, Ching-Fu Lin +1 more
2020Journal of the Royal Statistical Society: Series A (Statistics in Society)6 citations Open access
Semantic Scholar
Does Growing Demand for Data Science Create New Opportunities for Information Systems?
Ritu Agarwal, R. Bapna, A. Ghose, Galit Shmueli +3 more
2014International Conference on Interaction Sciences6 citations
Semantic Scholar
How Personal is Machine Learning Personalization?
Travis Greene, Galit Shmueli
2019arXiv.org5 citations
Semantic Scholar
What is Predictive about Partial Least Squares ?
Galit Shmueli, O. Koppius
20115 citations
Semantic Scholar
"Improving" prediction of human behavior using behavior modification
Galit Shmueli
2020arXiv.org4 citations
Semantic Scholar
The Forest or the Trees? Tackling Simpson's Paradox with Classification and Regression Trees
Galit Shmueli, I. Yahav
20144 citations Open access
Semantic Scholar
Outcomes matter: estimating pre-transplant survival rates of kidney-transplant patients using simulator-based propensity scores
I. Yahav, Galit Shmueli
2013Annals of Operations Research4 citations
Semantic Scholar
An Information Quality (InfoQ) Framework for Ex-Ante and Ex-Post Evaluation of Empirical Studies
Galit Shmueli, Ron S. Kenett
20134 citations
Semantic Scholar
Discussion on “Assessing the goodness of fit of logistic regression models in large samples: A modification of the Hosmer‐Lemeshow test” by Giovanni Nattino, Michael L. Pennell, and Stanley Lemeshow
Galit Shmueli
2020Biometrics3 citations
Semantic Scholar

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