A Handbook of Process Tracing Methods demonstrates how to better understand decision outcomes by studying decision processes, through the introduction of a number of exciting techniques. Decades of research have identified numerous idiosyncrasies in human decision behavior, but some of the most recent advances in the scientific study of decision making involve the development of sophisticated methods for understanding decision process—known as process tracing. In this volume, leading experts discuss the application of these methods and focus on the best practices for using some of the more popular techniques, discussing how to incorporate them into formal decision models.
This edition has been expanded and thoroughly updated throughout, and now includes new chapters on mouse tracking, protocol analysis, neurocognitive methods, the measurement of valuation, as well as an overview of important software packages. The volume not only surveys cutting-edge research to illustrate the great variety in process tracing techniques, but also serves as a tutorial for how the novice researcher might implement these methods.
A Handbook of Process Tracing Methods will be an essential read for all students and researchers of decision making.
Edited by:
Michael Schulte-Mecklenbeck,
Anton Kuehberger,
Joseph G. Johnson
Imprint: Routledge
Country of Publication: United Kingdom
Edition: 2nd edition
Dimensions:
Height: 254mm,
Width: 178mm,
Weight: 730g
ISBN: 9781138064218
ISBN 10: 1138064211
Pages: 390
Publication Date: 21 June 2019
Audience:
College/higher education
,
General/trade
,
Primary
,
ELT Advanced
Format: Paperback
Publisher's Status: Active
Acknowledgments Chapter One Eye Fixations as a Process Trace J. Edward Russo Chapter Two Pervasive Eye-Tracking for Real-World Consumer Behavior AnalysisAndreas Bulling and Michel Wedel Chapter Three Investigating Pupil Dilation in Decision Research Joseph Tao-yi Wang and Wei James Chen Chapter Four A Primer on Eye-Tracking Methodology for Behavioral Science Jacob L. Orquin and Kenneth Holmqvist Chapter Five Increasing reproducibilty of Eye-Tracking Studies: The EyeGuidelines Susann Fiedler, Michael Schulte-Mecklenbeck, Frank Renkewitz, and Jacob L. Orquin Chapter Six (Re)Visiting the Decision Factory: Observing Cognition with MouselabWEB Martijn C. Willemsen and Eric J. Johnson Chapter Seven Comparing Process Tracing Paradigms: Tracking Attention via Mouse and Eye Movements Ana M. Franco-Watkins, Hayden K. Hickey, and Joseph G. Johnson Chapter Eight Mouse-tracking: A Practical guide to Implementation and Analysis Pascal J. Kieslich, Felix Henninger, Dirk U. Wulff, Jonas M. B. Haslbeck, and Michael Schulte-Mecklenbeck Chapter Nine Mouse-Tracking: Detecting Types in Movement Trajectories Dirk U. Wulff, Jonas M. B. Haslbeck, Pascal J. Kieslich, Felix Henninger, and Michael Schulte-Mecklenbec Chapter Ten Mouse-Tracking to Understand Real-Time Dynamics of Social Cognition Benjamin S. Stillerman and Jonathan B. Freeman Chapter Eleven Measuring Electrodermal Activity and its Applications in Judgment and Decision Making Research Bernd Figner, Ryan O. Murphy, and Paul Siegel Chapter Twelve Response Times as Identification Tools for Cognitive Processes Underlying Decisions Mario Fifić, Joseph W. Houpt, and Jörg Rieskamp Chapter Thirteen A Practical Guide for Automated Facial Emotion Classification Sabrina Stöckli, Michael Schulte-Mecklenbeck, Stefan Borer and Andrea C. Samson Chapter Fourteen EEG and ERPs as Neural Process Tracing Methodologies in Decision Making Research Mary E. Frame Chapter Fifteen Decision Neuroscience: fMRI Insights into Choice Processes Vinod Venkatraman and Crystal Reeck Chapter Sixteen Probing the Decisional Brain with Noninvasive Brain Stimulation Nadège Bault, Elena Rusconi, and Giorgio Coricelli Chapter Seventeen Verbal Reports and Decision Process Analysis Rob Ranyard and Ola Svenson Chapter Eighteen Thinking Aloud during Superior Performance on Tasks Involving Decision Making K. Anders Ericsson and Jerad Moxley Chapter Nineteen Tracking Free Information Access: The Method of Active Information Search Oswald Huber, Anton Kühberger, and Michael Schulte-Mecklenbeck Chapter Twenty Uncovering the Anatomy of Search Without Technology Dirk U. Wulff and Ralph Hertwig Chapter Twenty-one Process Tracing, Sampling, and Drift Rate Construction Neil Stewart and Timothy L. Mullett Chapter Twenty-Two Using Multiple Methods to Elicit Choices and to Identify Strategies Ulrich Hoffrage and Nils Reisen Chapter Twenty-Three Testing Cognitive Models by a Joint Analysis of Multiple Dependent Measures Including Process Data Andreas Glöckner and Marc Jekel Chapter Twenty-Four Using Process Tracing Data to Define and Test Process Models Joseph G. Johnson and Mary E. Frame
Michael Schulte-Mecklenbeck is a senior lecturer for methods at the University of Bern Business School and an Adjunct Researcher at the Max Planck Institute for Human Development in Berlin. Anton Kühberger is Professor of Psychology at the University of Salzburg. Joseph G. Johnson Department Chair and Professor of Psychology at Miami University, Ohio.
