CARMA Video Library

I. CARMA Video Library History

CARMA, the Consortium for the Advancement of Research Methods and Analysis, is an interdisciplinary consortium devoted to helping faculty, graduate students and professionals learn of current developments in various areas of research methods and statistics. Our focus in research methods is relevant to the management and organizational sciences. CARMA is a non-profit unit at the Texas Tech University. CARMA was established in 1997 by Dr. Larry J. Williams (former Chairperson of the Research Methods Division of the Academy of Management and Founding Editor of Organizational Research Methods) and was located at Virginia Commonwealth University in Richmond, Virginia from 1997-2009. From 2010-2014 CARMA was located at Wayne State University in Detroit, MI. Then, from 2014-2016 we were hosted at the University of North Dakota and from 2016-2019 we were hosted at the University of Nebraska-Lincoln. Archived versions of all Live Webcast Lectures and other key events since 2004 are available within the CARMA Video Library.

II. CARMA Video Library Overview

The Video Library currently contains over 200 recorded lectures from internationally recognized scholars on a variety of research methods (including qualitative and quantitative). We have improved the access and search process for the recordings and our Video Library which will result in a better viewing experience. All faculty and students from member universities will have on-demand individual access to all of these recorded lectures at any time from any location. These lectures and related materials can serve as a resource for authors, reviewers, and editors seeking guidance on basic and advanced research methods design and analysis questions. They also can be used as a teaching resource, adding variety to the in-class experience with group viewing and/or as assigned for individual access outside of class, thus enriching the learning experience. Instructors find our videos valuable as they provide insight into current issues in research methods and give students an opportunity to hear from experts in the field of research methods. The recordings enhance knowledge and application of research methods and by providing a basis of discussion and debate. There are seven categories in the Video Library including Data Analysis and Research Methods, Strategic Management, Correlation/Regression Analysis, Structural Equation Methods, Multi-level Analysis, Measurement, Longitudinal Analysis, and Qualitative Research Methods.

III. CARMA Video Library List

Correlation & Regression Models

Title	Presenter(s)	Date
Power Analysis with Regression Models: Sample Size Planning for Power and Accuracy	Dr. Samantha Anderson	Fall 2021
TIG-Advanced Regression Analysis	Dr. Becker, etc.	Fall 2020
Modern Prediction Methods	Dr. Dan Putka	Spring 2019
Effect Sizes for Categorical Moderation	Dr. Chris Nye	Spring 2019
Restricted Variance Interactions	Dr. Jose Cortina	Fall 2018
Extending Methods for Integrating Moderation and Mediation	Dr. Jeff Edwards	Fall 2017

Title	Presenter(s)	Date
Modern Prediction Methods	Dr. Dan Putka	Spring 2019
Restricted Variance Interactions	Dr. Jose Cortina	Fall 2018
Effect Sizes for Categorical Moderation	Dr. Chris Nye	Spring 2019
Extending Methods for Integrating Moderation and Mediation	Dr. Jeff Edwards	Fall 2017
Analysis of Count Outcomes: Single Level and Multilevel Models for Unclustered and clustered Count Data – Part 2 of 2	Dr. Leona Aiken	Spring 2016
Analysis of Count Outcomes: Single Level and Multilevel Models for Unclustered and Clustered Count Data, Part 1 of 2, see part 2 for continuation of this presentation.	Dr. Leona Aiken	Spring 2016
A Simple Test of Moderated Mediation	Dr. Andrew Hayes	Spring 2015
On the Use of Spline Regression in the Study of Congruence in Organizational Research	Dr. Jeff Edwards	Spring 2014
Developments and Resources for Relative Importance Analysis	Dr. Scott Tonidandel	Fall 2013
Moderated Mediation	Dr. Jose Cortina	Spring 2013
Control Variables and Multi-collinearity: Things We Thought We Knew	Dr. Kevin Carlson	Fall 2011
Multivariate Dynamics	Dr. Richard DeShon	Fall 2010
Estimating Confidence Intervals for Correlations Corrected for Unreliability and Range Restriction	Dr. Michael Burke	Spring 2009
Joint Analysis of Multiple Categorical Dependent Variables	Dr. Peter Westfall	Fall 2008
Restriction of Range	Dr. Paul Sackett	Spring 2008
Relative Importance of Predictors with Regression Models	Dr. James LeBreton	Fall 2007
Robust Regression	Dr. William Starbuck	Fall 2006
Regression Models for Limited Range Dependent Variables	Dr. David Harrison	Fall 2006
Methods for Integrating Moderation and Mediation: An Analytical Framework Using Moderated Path Analysis	Dr. Jeffrey Edwards	Spring 2006
Estimating Interaction Effects Using Multiple Regression	Dr. Herman Aguinis	Fall 2004

Structural Equation Methods

Title	Presenter(s)	Date
Interactions in Latent Variable Models	Dr. Jose Cortina	Spring 2022
Confirmatory Factor Analysis with R-lavaan	Dr. Lisa Harlow	Spring 2021
TIG-SEM	Dr. David Mackinnon	Spring 2021
Introduction to Causal Mediation	Dr. David Mackinnon	Spring 2021
TIG-SEM	Dr. Breitsohl, etc.	Fall 2020
Longitudinal SEM	Dr. Le Zhou	Spring 2020
Partial Least Squares Structural Equation Modeling (PLS-SEM)	Dr. Joe Hair	Fall 2018
Causal Indicators and Measurement Models	Dr. Ken Bollen	Spring 2018
Parcel Indicators in SEM	Dr. Todd Little	Fall 2017

Title	Presenter(s)	Date
Condition 9 and 10 Tests of Model Confirmation with SEM Techniques	Dr. Larry Williams	Fall 2017
Structural Equation Models for Cooperative Small Group Context: The Interplay of theory and Method in Goal-Directed Behavior	Dr. Richard P. Bagozzi	Spring 2017
Multilevel Mediation	Dr. Zhen Zhang	Spring 2016
Partial Least Squares Path Modeling: Past and Future	Dr. Ed Rigdon	Fall 2015
Alternative Approaches to Modeling MTMM Data in Organizational Research	Dr. David Woehr	Spring 2014
Growth Mixture Modeling	Dr. Mo Wang	Spring 2013
Meta analysis and Structural Equation Modeling	Dr. Ron Landis	Spring 2012
Formative Constructs Implemented via Common Factors	Dr. Peter Bentler	Spring 2011
New Approaches for Evaluating Latent Variable Relations	Dr. Larry Williams	Fall 2010
Marker Variables and Method Variance: Models and Processes	Dr. Larry Williams	Spring 2010
Mean Structure Models with Latent Variables	Dr. Greg Hancock	Spring 2010
The Meaning of Latent Variables in Social and Behavioral Science Research	Dr. Ken Bollen	Fall 2009
Detecting and Diagnosing Model Misspecification	Dr. Deborah Bandalos	Fall 2009
Mediation Analysis	Dr. David MacKinnon	Fall 2009
Measurement Models for Linking Latent Variables and Indicators: A Review of Alternatives for Organizational Researchers	Dr. Larry Williams	Fall 2008
Measurement Invariance and Applied Research	Dr. Roger Millsap	Spring 2008
Goodness of Fit and Structural Equation Models	Dr. Jose Cortina	Fall 2007
The World Is Flat, the Earth is the Center of the Universe, and Mediating Effects Can Be Tested Using Data from Nonexperimental Research	Dr. Eugene F. Stone-Romero	Spring 2006
Multilevel Structural Equation Methods	Dr. Robert Vandenberg	Spring 2005
Moderation in Structural Equation Modeling: Specification, Estimation, and Interpretation Using Quadratic Structural Equations	Dr. Jeffrey Edwards	Fall 2004

Multilevel Analysis

Title	Presenter(s)	Date
Meta-Analyses as a Multi-Level Model	Dr. Janaki Gooty	Fall 2021
TIG-Multilevel Analysis II	Dr. Chen, etc.	Spring 2021
Design Considerations for Simple and Complex Multilevel Studies	Dr. Gilad Chen	Spring 2021
TIG-Multilevel Analysis I	Dr. Bliese, etc.	Fall 2020
Assessing the Validity of Higher-Order Multidimensional Constructs	Dr. Russell Johnson	Spring 2011
Hierarchical Linear Modeling	Dr. David Hofmann	Spring 2005
Hierarchical Linear Modeling	Dr. David Hofmann	Spring 2005
Measures of Agreement for Group Level Research	Dr. James LeBreton	Spring 2005

Title	Presenter(s)	Date
The Conceptualization, Measurement, and Validation of Multilevel Constructs	Dr. Gilad Chen	Fall 2005
Issues with Group Measurement	Dr. Katherine Klein	Spring 2007
Dynamic Approaches to Studying Group Processes	Dr. Laurie Weingart	Spring 2009
Multi-Level Issues & WABA	Dr. Fran Yammarino	Spring 2010
Dyadic Data Analysis	Dr. David Kenny	Fall 2010
Methods Issues with Multilevel Dynamics of Group/Team Emergence	Dr. Steve Kozlowski	Fall 2012
Doing Teams Research: Where, When, How, and Why?	Dr. John Mathieu	Fall 2012
Multi-Level Organizational Research: Where We’ve Been, and Where are We Heading	Dr. Gilad Chen	Fall 2013

Qualitative Analysis

Title	Presenter(s)	Date
Rigor/Trustworthiness in Qualitative Research	Dr. Elaine Hollensbe	Spring 2022
Content Analysis for Macro Research	Dr. Rhonda Reger	Spring 2020
Reflexivity in Research Methods: Boundary Theory and the Researcher Role Continuum	Dr. Glen Kreiner	Fall 2020
Grounded Theory/Discourse Analysis	Dr. Gail Fairhurst	Spring 2020
Rethinking the Qualitative Research Methods Section	Dr. Mike Pratt	Spring 2019
Text Mining in the Organizational Sciences	Dr. Scott Tonidandel	Fall 2018
Coding for Discovery	Dr. Karen Locke	Spring 2018

Title	Presenter(s)	Date
Fuzzy Set Qualitative Comparative Analysis	Dr. Peer Fiss	Spring 2016
Content Analysis	Dr. Mike Pfarrer	Fall 2015
Research Methods Issues in Academic-Practitioner Collaborative Research	Dr. Jean Bartunek	Spring 2015
Process Research	Dr. Ann Langley	Spring 2014
Qualitative Rigor in Inductive Organizational Research	Dr. Kevin G Corley	Fall 2013
Tips and Traps for Publishing Qualitative Research: An Editor’s Perspective	Dr. Tima Bansal	Spring 2013
Crafting Qualitative Organizational Research	Dr. Ann Cunliff	Fall 2012
Photographs and Organizational Research: Photo Elicitation as a Data Source	Dr. Anne Smith	Spring 2012
More Tales of the Field: Ethnography Then and Now	Dr. John Van Maanen	Spring 2012
Ethnostatistics	Dr. Richard Gephart	Fall 2010
The Practice of Member Review in Qualitative Research: What Happens When They Read What We Write?	Dr. Karen Locke	Spring 2009
Publishing Criteria for Qualitative Research	Dr. Michael Pratt	Spring 2008

Strategic Management

Title	Presenter(s)	Date
Omitted Variable Bias	Dr. Mike Withers	Spring 2022
Casual Identification through a Cumulative Body of Research in the Study of Strategy and Organizations	Dr. Myles Shaver	Spring 2019
Verifying Empirical Research Findings	Dr. Don Bergh	Spring 2018
Mixed Methods in Strategy and Organizations Research	Dr. Scott Turner	Spring 2017
The When and Why of Effects: Moderation and Mediation in Strategic Management Research	Dr. Herman Aguinis	Fall 2016

Title	Presenter(s)	Date
Endogeneity in Strategy Research	Dr. Trevis Certo	Spring 2015
Rediscovering the Individual in Strategy Research	Dr. Steven Floyd	Fall 2012
Theoretical Specification and Methodological Rigor: Matching Theory and Methods	Dr. Michael Hitt	Spring 2012
Tools for Testing Contingency Models	Dr. Brian Boyd	Spring 2011
Judgment Policy Analysis	Dr. Richard Priem	Fall 2010
The Use and Misuse of Ratios Measures	Dr. Robert Wiseman	Spring 2010
Computer-Aided Text Analysis: Tips and Techniques	Dr. Jeremy Short	Fall 2009
Using the Censored Regression Model (Tobit) in Management Research	Dr. Harry P. Bowen	Spring 2009
Using Spatial Analysis in Strategy Research	Dr. Jonathan Doh	Spring 2009
Strategy and Research Methods Development	Dr. Don Bergh	Spring 2008
Advanced Panel Methods for Strategy Research	Dr. Peter Hom	Fall 2007
Testing for Mediating Variables in Management Research: Concerns, Implications and Alternative Strategies	Dr. J. Myles Shaver	Spring 2006
Meta-Analysis and Strategy Research	Dr. Dan Dalton	Spring 2006
Current Issues in Individual, Group, and Organizational Level Measurement : Strategic Management	Dr. Brian Boyd	Fall 2005

Longitudinal Analysis

Title	Presenter(s)	Date
Panel Data	Dr. Paul Bliese	Fall 2019
Event Sampling Methods	Dr. Allison Gabriel	Spring 2019
Panel Data	Dr. Glenn Hoetker	Spring 2018
Experience Sampling Methods	Dr. Daniel Beal	Spring 2018

Title	Presenter(s)	Date
Latent Difference Score Models	Dr. Robert Vandenberg	Fall 2015
Emerging Questions in Longitudinal Research	Dr. Robert Ployhart	Spring 2014
Implementing Multilevel Analyses of Daily Diary Data	Dr. Patrick Shrout	Spring 2013
Modeling Longitudinal Data Using Structural Equation Methods	Dr. Rick Hoyle	Fall 2011
Discontinuous Growth Models	Dr. Paul Bliese	Spring 2008
Repeated Measures ANOVA and MANOVA	Dr. Jorge Mendoza	Spring 2007
Longitudinal Data Analysis	Dr. Robert Ployhart	Spring 2007
Latent Growth Models for Longitudinal Data	Dr. Robert Vandenberg	Spring 2007

Data Analysis & Research Methods

Title	Presenter(s)	Date
Funding at NIH: Topics, Processes, Research Methods	Dr. Lilian Eby	Fall 2021
How to Use Storytelling in Academic Writing: The Roles of the Methods and Results Sections	Dr. Tim Pollock	Fall 2021
Best-Practice Recommendations for Producers, Evaluators, and Users of Methodological Literature Reviews	Dr. Herman Aguinis	Fall 2021
Network Analysis	Dr. Mike Howard	Spring 2021
Neuroscience Methods and Organizational Research	Dr. David Waldman	Spring 2020
Big Data Concepts	Dr. Sang Eun Woo	Fall 2019
Big Data Analysis	Dr. Fred Oswald	Fall 2019
Multiple Imputation for Complex Organizational Data Structures	Dr. Craig Enders	Spring 2019

Title	Presenter(s)	Date
Why and How to Replace Statistical Significance Tests with Better Methods	Dr. Andreas Schwab	Fall 2018
Storytelling Through Statistics	Dr. Lisa Lambert	Spring 2018
Questionable Research Practices	Dr. George Banks	Fall 2017
Creating Datasets with Social Media	Dr. Richard Landers	Fall 2017
Testing Causal Hypotheses: Precisely Formulating Causal Hypotheses to Maximize Testability	Dr. Keith Markus	Spring 2017
Video-Based Research Methods	Dr. Curtis Lebaron	Spring 2016
What Moderates Moderators? A Meta-Analysis of Interactions in Management and Applied Psychology Research	Dr. Ernest O’Boyle	Spring 2016
Statistical Analysis with Big Data _11/6/2015	Dr. Fred Oswald	Fall 2015
Inductive Research Approaches_11/6/2015	Dr. Paul Spector	Fall 2015
Ramp UP Big Data Research and Teaching with R	Dr. Jeffrey Stanton	Spring 2015
Lab vs Field OB: Do Findings Converge?	Dr. Jason A. Colquitt	Fall 2014
Organization Studies: Is Ours a Hard Science?	Dr. Ronald S. Landis	Fall 2014
10 Semi-Random Meta-Cognitive Methods Ideas	Dr. Paul Bliese	Fall 2014
The Gilded Age of Management Science	Dr. Ernest O’Boyle	Spring 2014
Total Recall: Should Meta-analyses Have Expiration Dates	Dr. Hannah Rothstein	Spring 2014
Modeling Polytomous Data	Dr. Michael Zickar	Fall 2013
Statistical and Methodological Myths and Urban Legends	Dr. Robert Vandenberg	Spring 2013
Publication Bias and Other Sensitivity Analyses in Meta-Analysis	Dr. Mike McDaniel	Fall 2012
3-D Visualization of Data and Models	Dr. Richard Gonzalez	Fall 2011
Debunking Myths and Urban Legends About Meta-Analysis	Dr. Herman Aguinis	Fall 2011
Lies My Statistics/Methods Teacher Taught Me	Dr. Charles Reichardt	Spring 2011
Cross Cultural Research Methods	Dr. Mark Peterson	Spring 2011
Quasi-Experimental Research	Dr. Adam Grant	Spring 2011
Missing Data: Problems & Prospects	Dr. Daniel A. Newman	Spring 2010
Simple Models for Analyzing Network Change	Dr. Stephen Borgatti	Spring 2010
Review of Research Methods in Organizational Studies	Dr. Herman Aguinis	Fall 2008
Nonlinear Dynamic Models	Dr. Paul Hanges	Fall 2007
Item Response Theory	Dr. Neal Schmitt	Spring 2007
Non-responses to Organizational Surveys	Dr. Steven Rogelberg	Fall 2006
Methodological issues in Cross-Cultural Research	Dr. Michele Gelfand	Fall 2006
Power Analysis for Traditional and Modern Hypothesis Tests	Dr. Kevin Murphy	Spring 2006
Issues in Social Network Analysis	Dr. Dan Brass	Spring 2006
Contributing to Applied Psychology with Laboratory Research	Dr. John Hollenbeck	Spring 2006

Measurements

Title	Presenter(s)	Date
Quantifying Content Validity	Dr. Jason Colquitt	Spring 2021
Adapting Scales	Dr. Erik Heggestad	Spring 2020
Dirty Data	Dr. Justin DeSimone	Fall 2019
Continuum Specification in Construct Validation: A Proposal and Call for Research	Dr. Louis Tay	Spring 2017
A Tutorial on the Causes, Consequences, and Remedies for Common Method Biases	Dr. Nathan Podsakoff	Spring 2017

Title	Presenter(s)	Date
Construct Mixology: Forming New Management Constructs by Combining Old Ones	Dr. Dan Newman	Spring 2017
Computer Adaptive Assessment of Personality	Dr. Fritz Drasgow	Spring 2017
Understanding and Detecting Careless Responding in Survey Research	Dr. Adam Meade	Fall 2016
Variation into Elevation: Diversity Paradigms for Explaining Team and Organizational Outcomes	Dr. David Harrison	Fall 2016
The Promise and Perils of Wearable Sensors in Organizational Research	Dr. John Hollenbeck	Spring 2015
Practical Recommendations for Measuring Implicit Constructs Via Conditional Reasoning	Dr. James LeBreton	Fall 2014
Conditional Reasoning and the Measurement of Power	Dr. Lawrence James	Spring 2012
Practical Issues in Developing a Measure	Dr. Fred Oswald	Fall 2011
Question and Context Effects in Organizational Survey Data	Dr. Adam Meade	Fall 2008
Measurement of Affect and Episodic Events	Dr. Howard Weiss	Fall 2008
Measurement Issues in Stress Research	Dr. Daniel Ganster	Fall 2008
Conditional Reasoning and Personality Measurement	Dr. Lawrence James	Spring 2008
Issues with Internet Data Collection	Dr. Jeff Stanton	Fall 2006
Current Issues in Measurement – Individual Level	Dr. Claudia Cogliser	Fall 2005
The Effect of Criterion Reliability on Means and Interactions in Meta-Analysis	Dr. Lawrence James	Fall 2004

PhD Prep Series

Title	Presenter(s)	Date
Review of Bivariate Statistics	Dr. Larry Williams	Fall 2021
Introduction to Multiple Regression	Dr. Larry Williams	Fall 2021
A Method Lens on Developing a Research Pipeline and Research Identity	Dr. Bori Csillag, Dr. Allison Gabriel, Dr. Aaron Hill, Dr. John Stephens	Spring 2022
Triangulation and Using Multiple Methods	Dr. Yihao Liu, Dr. Elizabeth Campbell, Dr. Andrew Knight, Dr. Jessica Rodell	Spring 2022