Management Information Systems Quarterly
Special Issue: Transformational Issues of Big Data and Analytics in Networked Business
Articles
A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data
Inbal Yahav, Galit Shmueli, and Deepa Mani
Large-Scale Network Analysis for Online Social Brand Advertising
Kunpeng Zhang, Siddhartha Bhattacharyya, and Sudha Ram
Mining Massive Fine-Grained Behavior Data to Improve Predictive Analytics
David Martens, Foster Provost, Jessica Clark, and Enric Junqué de Fortuny
Toward a Digital Attribution Model: Measuring the Impact of Display Advertising on Online Consumer Behavior
Anindya Ghose and Vilma Todri-Adamopoulos
Using Big Data to Model Time-Varying Effects for Marketing Resource (Re)Allocation
Alok R. Saboo, V. Kumar, and Insu Park
Crowd-Squared: Amplifying the Predictive Power of Search Trend Data
Erik Brynjolfsson, Tomer Geva, and Shachar Reichman
Privacy and Big Data: Scalable Approaches to Sanitize Large Transactional Databases for Sharing
Syam Menon and Sumit Sarkar
Mobile App Analytics: A Multiple Discrete-Continuous Choice Framework
Sang Pil Han, sungho park, and Wonseok Oh
Comprehensible Predictive Models for Business Processes
Dominic Breuker, Martin Matzner, Patrick Delfmann, and Jörg Becker
Toward a Better Measure of Business Proximity: Topic Modeling for Industry Intelligence
Zhan (Michael) Shi, Gene Lee, and Andrew B. Whinston
Competitive Benchmarking: An IS Research Approach to Address Wicked Problems with Big Data and Analytics
Wolfgang Ketter, Markus Peters, John Collins, and Alok Gupta
Editorials
Table of Contents, Volume 40, Issue 4
MIS Quarterly
Transformational Issues of Big Data and Analytics in Networked Business
Bart Baesens, Ravi Bapna, James R. Marsden, and Jan Vanthienen