Explore UAB

On-line Registration: Closed
Held On: Mon 7/25/2016 - Fri 7/29/2016

Location:
The University of Alabama at Birmingham
Executive Learning Center (ELC), 6th floor
1705 University Blvd, SPHB 640
Birmingham AL 35233

Lodging Options:
Doubletree by Hilton Hotel Birmingham
808 South 20th Street
Birmingham, AL 35205
Phone: (205) 933-9000

Organizing Committee:

David A.David Allison, Ph.D.
University of Alabama at Birmingham
Kevin F.Kevin Fontaine, Ph.D.
University of Alabama at Birmingham

Overview

The identification of causal relations is fundamental to the science of intervention and prevention. Obesity is a major problem for which much progress in understanding, treatment, and prevention remains to be made. Understanding which social and behavioral factors cause variations in adiposity and which other factors cause variations is vital to producing, evaluating, and selecting among intervention and prevention strategies as well as to understanding obesity’s root causes, requiring input from disciplines including statistics, economics, psychology, epidemiology, mathematics, philosophy, and in some cases behavioral or statistical genetics. The application of these techniques, however, does not involve routine well-known ‘cookbook’ approaches but requires an understanding of underlying principles, so the investigator can tailor approaches to specific and varying situations. The nine-course modules provide rigorous exposure to the key fundamental principles underlying a broad array of techniques and experience in applying those principles and techniques through guided discussion of real examples in obesity research.

  • Agenda

    Schedule of Events: Download PDF

    Time Topic Speaker Video
    Monday 7/25/2016
    8:00-8:15 Registration
    8:15- 8:45 Welcoming & Introductory remarks Allison & Fontaine
    8:45- 9:00 Attendee introductions
    Module 1: Introduction to Basic Language, Terms, and Concepts in Statistics and Design.
    9:00-9:45 Intro to Statistical Inference (mainly frequentist, with a little Bayesian; covariate and propensity score adjustment, etc.) David Redden Watch Video
    9:45-10:00 BREAK
    10:00-10:45 Intro to Energy Balance and Laws of Thermodynamics Diana Thomas Watch Video
    10:45-11:30 Study Designs & Quantifying Effect and Association Size Christopher Haddock Watch Video
    11:30-12:30 LUNCH
    Module 2: Conventional Observational Studies: Advantages, Limits, and Best Practices
    12:30-1:15 Best Practices – Ethical Use, Hill’s Guidelines, Negative Controls, Meta-Analysis, Public Data Availability, etc. Douglas Weed Watch Video
    1:15-1:45 Advantages Emily Levitan Watch Video
    1:45-2:15 Limits I – Theory: Bias and Confounding Dominick Alexander Watch Video
    2:15- 2:30 BREAK
    2:30-3:30 Interactive Activity - Causal inference on BMI change and mortality in humans. Tapan Mehta & Hailey Banack
    3:30-4:00 Limits II – Empirical: Evidence & Cases Studies of Confirmation and Non-Confirmation of Observational Study- Generated Hypotheses Andrew Brown Watch Video
    4:00-5:00 Moderated Discussion and Wrap-up
    6:30 Dinner – Short Course meet & greet (voluntary)
    Tuesday 7/26/2016
    Module 3: Randomized Controlled Experiments – I
    9:00-9:10 Theory: Potential Outcomes David B Allison
    9:10-10:00 Methods for Randomization (including cluster randomization, stratified, choice of allocation ratios, adaptive, etc.) Scarlett Bellamy
    10:00-10:45 Power & Sample Size Calculation Charity Morgan
    10:45-11:15 Choice of Control Condition based on Hypothesis and Anticipated Claims Kevin Fontaine
    11:15-11:30 BREAK
    11:30-12:00 Controlling for Expectancy and Non-Specific Effects Adam Leventhal
    12:00-1:00 LUNCH
    Module 4: Randomized Controlled Experiments – II
    1:00-1:45 Interactive Activity Mini-Debates:
    “ITT vs On Study” and “Replication crisis vs Not”
    Gary Cutter
    George Howard
    Watch Video
    Watch Video
    1:45-2:30 Practical Challenges: Measurement Error, Missing Data, Assumption Violations, etc. Diane Catellier Watch Video
    2:30-2:45 BREAK
    2:45-3:45 Ethical Issues in RCEs Theodore K. Kyle Watch Video
    3:45-4:15 Procedural Elements: Trial Registration, Reporting Guidelines Andrew Brown Watch Video
    4:15-4:45 Large Simple Trials & Cluster Randomized Trials J Michael Oakes Watch Video
    6:30 Dinner – Short Course meet & greet (voluntary)
    Wednesday 7/27/2016
    Module 5: Quasi Experiments
    9:00- 9:15 Quasi-experiments – Their Importance in Evaluating Changes That Occur Matthew Maciejewski Watch Video
    9:15- 10:35 Design & Analysis Matthew Maciejewski Watch Video
    10:35-10:50 BREAK
    10:40-11:15 Ethical Issues Greg Pavela Watch Video
    11:15-12:00 Real World Case Studies Nir Menachemi Watch Video
    12:00-1:00 LUNCH
    Module 6: Natural Experiments
    1:00-1:45 Theory & Concepts Ed Gregg
    1:45-2:15 Interactive Activity – Pavela, Fontaine, Goldsby David Allison moderator
    2:15-3:00 Packet Randomized Experiments: Adoption Example Greg Pavela Watch Video
    3:00-3:45 Analysis Bisakha Sen Watch Video
    3:45-4:00 BREAK
    4:00-4:45 Practical and Ethical Issues in Accessing Natural Randomization Ed Gregg Watch Video
    4:45-5:30 Moderated Discussion and Wrap-up
    6:30 Dinner – Short Course meet & greet (voluntary)
    Thursday 7/28/2016
    Module 7: Genetically Informed Designs – Unmeasured Genotype Approaches
    9:00-9:45 Co-Twin and Sibling Control Designs Matt McGue Watch Video
    9:45-10:45 Structural Equation Modeling of Twin and Family Data to Assess Causal Effects. Michael Neale Watch Video
    10:45-11:00 BREAK
    11:00-11:45 Study of Behavioral Phenotypes of Obesity in Children: Ethical Considerations Tanja Kral Watch Video
    11:45-1:00 LUNCH
    Module 8: Genetically Informed Designs – Measured Genotype Approaches
    1:00-1:30 Linkage and TDT Methods: Special Cases of Packet Randomization and Utility in Testing Fetal Sire Effects David Allison Watch Video
    1:30-2:30 Interactive Activity – prepare for Friday roundtable David Allison & Kevin Fontaine
    2:30-3:15 Methodological issues in Testing for Gene by Environment or Gene by Behavior Interaction Ruth Loos PhD Watch Video
    3:15-3:30 BREAK
    3:30-4:15 Social, behavioral, and ethical issues Diane Tucker Watch Video
    4:15-4:45 Real World Case Studies - Causal Inference and Counterfactuals in Obesity Research: Obesity and the Gut Microbiome. Andrew Heath Watch Video
    4:45-5:30 Moderated Discussion and Wrap-up
    6:30 Dinner – Short Course meet & greet (voluntary)
    Friday 7/29/2016
    Module 9: Mediating and Moderating Variables
    9:00-9:45 Conceptual Models (the mediator moderator distinction, environmental, behavioral, psychological, physiological, and molecular mediators and moderators) Francesca Filbey Watch Video
    9:45-10:30 Testing in General Linear Models Amanda Fairchild Watch Video
    10:30-10:45 BREAK
    10:45-11:30 Testing in Structural Equation Models Michael Neale Watch Video
    11:30-12:00 Real Life Examples & Ethical Issues Amanda Fairchild Watch Video
    12:00-1:00 LUNCH
    Module 10: Group Roundtable Preparation, Presentation & Discussion
    1:00 - 3:00 Group Roundtable Preparation
    3:00-5:00 5 Roundtable Groups Presentations (10 minutes each) Followed by Discussion
    5:00-5:10 Closing Remarks David Allison & Kevin Fontaine  
  • Speakers
    • Dominik D. Alexander, Ph.D. MSPH - EpidStat Institute
    • Hailey Banack, Ph.D. - McGill University
    • Scarlett Bellamy, ScD - University of Pennsylvania
    • Diane Catellier, Ph.D. ACCTHD RTI
    • Ed Gregg, Ph.D. - CDC
    • Amanda J. Fairchild, Ph.D. - University of South Carolina
    • Francesca Filbey, Ph.D. - University of Texas at Dallas
    • Christopher K. Haddock, Ph.D. - HOPE Health Research Institute
    • Andrew Heath, Dphil - Washington University
    • Theodore K. Kyle, RPh MBA - ConscienHealth
    • Tanja Kral, Ph.D. - University of Pennsylvania
    • Adam Leventhal, Ph.D. - University of Southern California
    • Ruth Loos, Ph.D. - Mount Sinai Hospital
    • Matt Mc Gue, Ph.D. - University of Minnesota
    • Matthew Maciejewski, Ph.D. - Duke University
    • Nir Menachemi, Ph.D. - Indiana University
    • Michael C. Neale, Ph.D. - Virginia Commonwealth University
    • J Michael Oakes, Ph.D. - University of Minnesota
    • Diana Thomas, Ph.D. - Montclair State University
    • Douglas Weed, MD Ph.D. - DLW Consulting Services, LLC
    • David B. Allison, Ph.D. - UAB
    • Andrew Brown, Ph.D. - UAB
    • Gary R Cutter, Ph.D. - UAB
    • Kevin Fontaine, Ph.D. - UAB
    • George Howard, DrPH - UAB
    • Emily B. Levitan, ScD - UAB
    • Tapan Mehta, Ph.D. - UAB
    • Charity Morgan, Ph.D. - UAB
    • Gregory Pavela, Ph.D. - UAB
    • David T Redden, Ph.D. - UAB
    • Bisakha Sen, Ph.D. - UAB
    • Diane C Tucker, Ph.D. - UAB
  • Contact

    Elizabeth W. Smith, MPA, RDN, LDN

    Program Manager II
    Chief Administrative Officer
    UAB Nutrition Obesity Research Center
    Phone: (205) 975-9675
    Email: This email address is being protected from spambots. You need JavaScript enabled to view it.

 

We would like to thank our sponsors for their support: National Institutes of Health & Office of Energetics.

NIH LogoNIH Disclaimer: This material is based upon work supported by the National Institutes of Health under Grant No. (R25HL124208). Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Institutes of Health.

Back to Top