Author Description

Contributors -- Introduction -- I. Background and overview: Big data science: a philosophy of science perspective / Brian D. Haig. From small-scale experiments to big data: challenges and opportunities for experimental psychologists / Robert W. Proctor and Aiping Xiong. Big data for enhancing measurement quality / Sang Eun Woo, Louis Tay, Andrew T. Jebb, Michael T. Ford, and Margaret L. Kern -- II. Innovations in large-scale data collection and analysis techniques: Internet search and page view behavior scores: validity and usefulness as indicators of psychological states / Michael T. Ford. Observing human behavior through worldwide network cameras / Sara Aghajanzadeh, Andrew T. Jebb, Yifan Li, Yung-Hsiang Lu, and George K. Thiruvathukal. Wearable cameras, machine vision, and big data analytics: insights into people and the places they go / Andrew B. Blake, Daniel I. Lee, Roberto De La Rosa, and Ryne A. Sherman. Human-guided visual analytics for big data / Morteza Karimzadeh, Jieqiong Zhao, Guizhen Wang, Luke S. Snyder, and David S. Ebert. Human-guided visual analytics for big data / Morteza Karimzadeh, Jieqiong Zhao, Guizhen Wang, Luke S. Snyder, and David S. Ebert. Text mining: a field of opportunities / Padmini Srinivasan -- III. Applications: Big data in the science of learning / Sidney K. D'Mello. Big data in social psychology / Ivan Hernandez. Big data in health care delivery / Mohammad Adibuzzaman and Paul M. Griffin. The continued importance of theory: lessons from big data approaches to language and cognition / Brendan T. Johns, Randall K. Jamieson, and Michael N. Jones. Big data in developmental psychology / Kevin J. Grimm, Gabriela Stegmann, Ross Jacobucci, and Sarfaraz Serang. Applying principles of big data to the workplace and talent analytics / Q. Chelsea Song, Mengqiao Liu, Chen Tang, and Laura F. Long -- IV. Recommendations for responsible and rigorous use of big data: The Belmont Report in the age of big data: ethics at the intersection of p