What is the CARMA Video Library?

For over 20 years, CARMA has been leading on-line research methods education. Our CARMA Video Library offers on-demand access to 250+ recorded lectures and panel sessions from internationally recognized scholars, covering a wide range of research methods. We’ve recently improved the search and access features to make it easier than ever to find and view content. Faculty and students from Institutional Member institutions can stream these lectures anytime, from anywhere. The recordings are a valuable resource for deepening understanding and sparking discussion around research methods.

Feature Video – May

How is the CARMA Video Library Organized?

The CARMA Video Library is arranged in 12 topic areas. See the full listing below with examples of recent presentations.

Qualitative Methods

  • Combining Case Study Designs for Rigorous Research – Lakshmi Nair
  • Linguistic Methods and the Study of Management – Nelson Phillips
  • Qualitative Research for Maximum Impact – Kevin Corley
  • Topic Modeling in Management Research – Timothy Hannigan
  • Qualitative Research: Looking Back/Forward – Mike Pratt

  • Joy of Coding Data – Anne Smith
  •  Guidance for Qualitative Dissertations – Elaine Hollensbe, Gail Fairhurst, Teresa Cardador, Heather Vough
  • The Power of Tools in Qualitative Analysis – Jane Le
  • Qualitative Data Analysis Beyond Templates: How to make your Analytic Approaches Adaptable and Relevant – Tine Koehler
  • Rigor/Trustworthiness in Qualitative Research – Elaine Hollensbe
  • Reflexivity in Research Methods: Boundary Theory and the Researcher Role Continuum – Glen Kreiner
  • Grounded Theory/Discourse Analysis – Gail Fairhurst
  • Rethinking the Qualitative Research Methods Section – Mike Pratt
  • Coding for Discovery – Karen Locke
  •  Fuzzy Set Qualitative Comparative Analysis – Peer Fiss
  • Content Analysis – Mike Pfarrer

Research Methods for Strategy

  • Best Practices for Using Matched Sample Designs to Reduce Selection Effects – Don Bergh
  • Measurement of Firm Performance – Trevis Certo
  • Writing our Way out of the Reliability Crisis in Strategy – Brent Goldfarb
  • Omitted Variable Bias – Mike Withers
  • Content Analysis for Macro Research – Rhonda Reger

  • Network Analysis – Mike Howard
  • Casual Identification through a Cumulative Body of Research in the Study of Strategy and Organizations – Myles Shaver
  • Verifying Empirical Research Findings – Don Bergh
  • Mixed Methods in Strategy and Organizations Research – Scott Turner
  • The When and Why of Effects: Moderation and Mediation in Strategic Management Research – Herman Aguinis

Data Technology

  • AI & ML – Richard Landers, Louis Tay, Tianjun Sun
  • Leveraging AI in the Research Process – Chelsea Song, Ivan Hernandez, Sima Sajjadiani
  • Machine Learning – Andrew Speer
  • Creating Data Sets for Instruction: Examples with ChatGPT, JASP, and Jamovi – Justin DeSimone, Matt Howard, Misty Sabel
  • Big Data – Fred Oswald, Andrew Speer, Chelsea Song, Louis Hickman

  • Big Data Analytics – Fred Oswald
  • Big Data Concepts – Sang Woo
  • Creating Datasets with Social Media – Richard Landers
  • Statistical Analysis with Big Data – Fred Oswald

Open Science/Preregistration

  • Open Science and Pre-Registration – Roman Briker
  • Replication Studies and Doctoral Training – Andreas Schwab, Jose Cortina, Xavier Martin
  • SIOP – Open Science Panel – Part 1 – Mike Morrison, Christopher Castille, George Banks
  • A framework for constructive replication in the organizational sciences – Tine Koehler
  • Responsible Research in Business and Management (RRBM) Network – Anne Tsui, Bill Glick, Jerry Davis

  • Responsible Research Initiative – Stewart Miller, Agnieszka Chidlow, Catherine Welch, Bo Nielsen
  • Robust and Reliable Research (SIOP) – Steven Rogelberg, Fred Oswald, Ron Landis, George Banks

Research Design

  • Causal Design – Kyle Bradley, Ben Lewis, Andrew Loignon
  • Conducting Mixed Methods Research – Viswanath Venkatesh
  • Mixed Methods Research: Integrating Qualitative and Quantitative Methods – Jose Azorin
  • Theoretical Triangulation – Joep Cornelissen
  • Mixed Methods – Thomas Greckhamer, Jose Azorin, Scott Turner

  • Virtual Reality Methods for Management – Ithai Stern, Tim Hubbard, Abraham Varghese
  • Fit of Data in Scientific Inquiry – Agnieszka Chidlow
  • Mixing and Matching Methods for Purpose – John Mathieu
  • A Framework for Methodologically Rigorous Review Articles – Zeki Simsek
  • Mixed Methods Workshop – Howard Jean-Dennis
  • Triangulation and Using Multiple Methods – Yihao Liu, Jessica Rodell, Andrew Knight, Elizabeth Campbell
  • Best-Practice Recommendations for Producers, Evaluators, and Users of Methodological Literature Reviews – Herman Aguinis
  • Funding at NIH: Topics, Processes, Research Methods – Lillian Eby
  • How to Use Storytelling in Academic Writing: The Roles of the Methods and Results Sections – Tim Pollock
  • Electronic Confederates in Experimental Research – Keith Leavitt
  • Neuroscience Methods and Organizational Research – David Waldman
  • Addressing the “Too Much Theory” Problem in Management Research: Abductive Reasoning and the Role of Academy of Management Discoveries – Peter Bamberger
  • Questionable Research Practices – George Banks
  • Video-Based Research Methods – Curtis Lebaron
  • Inductive Research Approaches – Paul Spector

Statistics/Data Analysis

  • A Tutorial on Conducting Computer Simulation for Research and Teaching – Michael Sturman
  • Publishing High-Impact Meta-Analyses: An Editor’s Perspective – Rong Su
  • Bayesian Analysis – Andreas Schwab
  • Endogeneity – Aaron Hill, Sarah Wolfolds, Lindsey Greco
  • Advances in Data Analysis Approaches – Chelsea Song, Jeremy Short, Stine Grodal

  • Multiverse Analysis: A Tool to Estimate, Illustrate, and Investigate the Impact of Researcher Degrees of Freedom – Aaron Hill
  • Disentangling Effect Size Heterogeneity in Meta-analysis: A Latent Mixture Approach – Mo Wang
  • Null and Equivalence Hypothesis Testing – Jeff Stanton
  • Multiple Imputation for Complex Organizational Data Structures – Craig Enders
  • Social Network Analysis – Richard DeJordy, Stephen Borgatti
  • Systematic Reviews/Meta-Analysis – Ernest O’Boyle, Justin DeSimone, Micheal Brannick
  • Overview of Hypothesis Testing and Statistical Methods – Lee Zhou, Fred Oswald
  • Why and How to Replace Statistical Significance Tests with Better Methods – Andreas Schwab
  • Storytelling Through Statistics – Lisa Lambert
  • Testing Causal Hypotheses: Precisely Formulating Causal Hypotheses to Maximize Testability – Keith Markus
  • What Moderates Moderators? A Meta-Analysis of Interactions in Management and Applied Psychology Research – Ernest O’Boyle

Regression Models

  • Multicollinearity in Regression Analysis – Arturs Kalnins
  • Nuisance of Control Variables – Paul Hünermund
  • Advanced Interactions in Regression – Jeremy Dawson
  • Interpreting Results with Practical Significance in Mind: An Overview of the Common Language Effect Size Indices – Dina Krasikova
  • Multiple Linear Regression: Strengthening Conceptual Knowledge and Practical Skills – Fred Oswald

  • Power Analysis with Regression Models: Sample Size Planning for Power and Accuracy – Samantha Anderson
  • Advanced Regression Analysis – Kevin Murphy, Chelsea Song, Thomas Becker
  • Effect Sizes for Categorical Moderation – Chris Nye
  • Modern Prediction Methods – Dan Putka
  • Interpreting Interaction Effects – Jeremy Dawson
  • Restricted Variance Interactions – Jose Cortina
  • Extending Methods for Integrating Moderation and Mediation – Jeff Edwards
  • Analysis of Count Outcomes: Single Level and Multilevel Models for Unclustered and Clustered Count Data – Leona Aiken

Measurement

  • Developing Measures for Your Dissertation – Lisa Lambert, David Scheaf, Rong Su
  • Measurement and Analysis – Bo Zhang, Justin DeSimone, Donald Schepker
  • On-Line Data Collection – Jason Huang, Melissa Keith, Louis Tay
  • Questionnaire Measures as IVs – John Antonakis
  • Data Aggregation: Recommendations for Improving the Clarity, Transparency, and Reproducibility of Multilevel Research – James LeBreton

  • Best Practices in Sourcing, Collecting, and Managing Data – Gabriel Sala, Bethany Cockburn, Linus Dahlander
  • Methods for Collecting and Analyzing Data from Zoom Meetings – Andrew Knight
  • Insufficient Effort Responding: Impact in Survey Data and Approaches for Detection – Jason Huang
  • Quantifying Content Validity – Jason Colquitt
  • Scale Adaptation In The Organizational Sciences – Eric Heggestad
  • Construct Development and Validation in Three Practical Steps: Recommendations for Reviewers, Editors, and Authors – Dan Newman, Lisa Lambert
  • Zooming Into the Boardroom: Design, Instruments, and Measurement – Amedeo Pugliese
  • Best Practices in Data Collection and Preparation: Recommendations for Reviewers, Editors, and Authors – Herman Aguinis
  • Design and Measurement with Quantitative and Qualitative Data – Rhonda Reger, Lisa Lambert
  • Text Mining in the Organizational Sciences – Scott Tonidandel
  • Recommendations for Discouraging, Identifying, and Removing Dirty Data in Survey Research – Justin DeSimone
  • A Tutorial on the Causes, Consequences, and Remedies for Common Method Biases – Nathan Podsakoff
  • Computer Adaptive Assessment of Personality – Fritz Drasgow
  • Construct Mixology: Forming New Management Constructs by Combining Old Ones – Dan Newman
  • Continuum Specification in Construct Validation: A Proposal and Call for Research – Louis Tay
  • Understanding and Detecting Careless Responding in Survey Research – Adam Meade
  • Variation into Elevation: Diversity Paradigms for Explaining Team and Organizational Outcomes – David Harrison

Multilevel Design/Analysis

  • Multilevel Analysis – Janaki Gooty, Daniel Beal, James LeBreton
  • Meta-Analyses as a Multi-Level Model – Janaki Gooty
  • Design Considerations for Simple and Complex Multilevel Studies – Gilad Chen
  • Multilevel Analysis II – Gilad Chen, Paul Bliese, James LeBreton
  • Multilevel Analysis I – Paul Bliese, Gilad Chen, Nikos Dimotakis, James LeBreton

Structural Equation Methods

  • Methods and Reporting for Latent Variable Interaction Models – Robert Vandenberg
  • SEM with Experimental Data – Bert Weijters
  • Inference with Directed Acyclical Graphs – Heiko Breitsohl
  • Convergent/Discriminant Validity – Mikko Ronkko
  • Interactions in Latent Variable Models – Jose Cortina

  • Confirmatory Factor Analysis Application with R-lavaan – Lisa Harlow
  • Introduction to Causal Mediation Analysis – David MacKinnon
  • Structural Equation Methods (SEM) – David MacKinnon
  • Structural Equation Methods (SEM) – Robert Vandenberg, Jose Cortina, Le Zhou, Heiko Breitsohl
  • Longitudinal Structural Equation Modeling – Le Zhou
  • Conducting Meta-Analytic Structural Equation Modeling with R – Mike Cheung
  • Partial Least Squares Structural Equation Modeling (PLS-SEM) – Joe Hair
  • Structural Equation Models for Experimental Designs – Heiko Breitsohl
  • Causal Indicators and Measurement Models – Ken Bollen
  • Condition 9 and 10 Tests of Model Confirmation with SEM Techniques – Larry Williams
  • Parcel Indicators in SEM – Todd Little
  • Structural Equation Models for Cooperative Small Group Context: The Interplay of theory and Method in Goal-Directed Behavior – Richard Bagozzi
  • Multilevel Mediation – Zhen Zhang
  •  Latent Difference Score Models – Robert Vandenberg
  • Partial Least Squares Path Modeling: Past and Future – Ed Rigdon

Longitudinal Design/Analysis

  • Methodological Trends in the Study of Emotions – Allison Gabriel
  • Experience Sampling Methods – Joel Koopman
  • Panel Data: Methodological Framework and Analytic Tools – Paul Bliese
  • Event Sampling Methods – Allison Gabriel
  • Experience Sampling Methods – Daniel Beal
  • Panel Data – Glenn Hoetker

Panel Sessions

  • Responding to Methods/Analysis Issues in Revisions – Patrick Rosopa, Dina Krasikova, Dev Dalal
  • What/How for Your Methods Course – Larry Williams, Paul Bliese, Jeff Edwards
  • Becoming a Methodologist: How to Build a Career with Research Methods – Elaine Hollensbe, Janaki Gooty, Rhonda Reger, Lisa Lambert, Anne Smith
  • Clearing Methodological Hurdles in the Publication Process: Ask the Editors – Jonas Zang, Beth Bechky, Joachim Henkel
  • Designing and Managing Your Dissertation or Large Research Project – Michel Anteby, Ithai Stern, In-Sue Oh

  • Methodological Trends in the Review Process – Miles Zachary, Kristen Shockley, Ryan Krause, Tim Quigley
  • SMA Replication Workshop – Tine Koehler, Jose Cortina, Xavier Martin, John Mathieu, Heather Berry, Maria Kraimer, Andreas Schwab
  • Conducting Impactful Literature Reviews: Getting a Head Start on your Research and Dissertation – Trevor Yu Yang, Zeki Simsek, In-Sue Oh, Piers Steel
  • A Method Lens on Developing a Research Pipeline and Research Identity – Bori Csillag, Allison Gabriel, John Stephens, Aaron Hill
  • Triumphing in Your Thesis/Dissertation: Aligning Conceptual and Empirical Analysis – Kyle Bradley, John Kammeyer-Mueller, Andrew Nelson, Lisa Lambert
  • SMA-CARMA Workshop Series (Method-Related Best Practices in the Publication Process) – Robert Vandenberg, Lisa Lambert, Shaker Zahra
  • Association Rules Mining: Bayes and How to Use Markdown – Steve Culpepper, Jeff Stanton, Fred Oswald
  • Estimating Within-Group Agreement | Webscraping | Meta-Analysis with Metafor – James LeBreton, Richard Landers, Ernest O’Boyle
  • Introduction to R and Table Creation | Exploratory Factor Analysis | Confirmatory Factor Analysis – Scott Tonidandel, Chelsea Song, Lisa Lambert
  • Multiple Regression | SEM with LAVAAN | Moderated Regression, Bootstrapping – Robert Vandenberg, Paul Bliese, Ron Landis
  • Resources for Writing and Reviewing – John Kammeyer-Mueller, George Banks, Paul Bliese

Accessing the CARMA Video Library

To access the CARMA Video Library, log in to your CARMA User Account. Your User Area will open directly to the CARMA Video Library tab. Quick links are provided to our four most recent recordings. Click on the Member Access to Video Library link to see all videos available in your respective membership. Once in the CARMA Video Library directory, you will be able to search video by presenter, year of presentation, and category.

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