Galit Shmueli

19 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-0820-0301

Institute of Service Science, College of Technology Management, National Tsing Hua University Hsinchu, Taiwan

Publications

• Causal Inference Grounded in Causal Diagrams: Benefits, Limitations, and Opportunities for the Information Systems Field — Management Information Systems Quarterly 2025
• The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths — Management Science 2024
• Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future — Journal of the Association for Information Systems 2024 (name-matched, not ORCID-linked)
• Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity — Information Systems Research 2024
• Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization — Journal of the Association for Information Systems 2023 (name-matched, not ORCID-linked)
• Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure — Information Systems Research 2020
• PLS-Based Model Selection: The Role of Alternative Explanations in Information Systems Research — Journal of the Association for Information Systems 2019 (name-matched, not ORCID-linked)
• The Forest or the Trees? Tackling Simpson's Paradox with Classification Trees — Production and Operations Management 2018
• An Extensive Examination of Regression Models with a Binary Outcome Variable — Journal of the Association for Information Systems 2017
• A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data1 — Management Information Systems Quarterly 2016 (name-matched, not ORCID-linked)
• One-Way Mirrors in Online Dating: A Randomized Field Experiment — Management Science 2016
• Research Commentary—Too Big to Fail: Large Samples and thep-Value Problem — Information Systems Research 2013
• Predictive Analytics in Information Systems Research1 — Management Information Systems Quarterly 2011 (name-matched, not ORCID-linked)
• A flexible regression model for count data — The Annals of Applied Statistics 2010
• Modeling Price Dynamics in eBay Auctions Using Differential Equations — Journal of the American Statistical Association 2008
• Consumer Surplus in Online Auctions — Information Systems Research 2008
• The BARISTA: A model for bid arrivals in online auctions — The Annals of Applied Statistics 2007
• A Data Disclosure Policy for Count Data Based on the COM-Poisson Distribution — Management Science 2006
• The Effect of Product Assortment Changes on Customer Retention — Marketing Science 2005