CARMA Video Library
Watch, Learn, Apply

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
• Show More
  • 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

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
• Show More

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

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
• Show More
  • Disentangling Effect Size Heterogeneity in Meta-analysis: A Latent Mixture Approach – Mo Wang
  • Null and Equivalence Hypothesis Testing – Jeff Stanton
  • Social Network Analysis – Richard DeJordy, Stephen Borgatti
  • Systematic Reviews/Meta-Analysis – Ernest O’Boyle, Justin DeSimone, Michael 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

Measurement

• Questionnaire Measures as IVs – John Antonakis
• 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
• Recommendations for Discouraging, Identifying, and Removing Dirty Data in Survey Research – Justin DeSimone
• Show More

  • 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
  • Best Practices in Sourcing, Collecting, and Managing Data – Gabriel Sala, Bethany Cockburn, Linus Dahlander
  • 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
  • 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

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
• Show More

  • Causal Indicators and Measurement Models – Ken Bollen
  • Parcel Indicators in SEM – Todd Little
  • 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
  • Condition 9 and 10 Tests of Model Confirmation with SEM Techniques – Larry Williams
  • Structural Equation Models for Cooperative Small Group Context: The Interplay of theory and Method in Goal-Directed Behavior – Richard Bagozzi
  • Latent Difference Score Models – Robert Vandenberg
  • Partial Least Squares Path Modeling: Past and Future – Ed Rigdon

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
• Show More

  • 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