Workshop Instructors

  • Sara Weston

    Assistant Professor

    University of Oregon

  • Wes Thompson

    Associate Professor

    University of California, San Diego

  • Jennifer Pfeifer

    Professor

    University of Oregon

  • Kate Mills

    Assistant Professor

    University of Oregon

  • Ethan McCormick

    Postdoctoral Researcher

    Rutgers University

  • Tyler Matta

    Senior Research Scientist

    NWEA

  • Tara Madhyastha

    Principal Research Scientist

    Amazon Web Services

  • Megan Herting

    Assistant Professor

    University of Southern California

  • Dylan Gee

    Assistant Professor

    Yale University

  • John Flournoy

    Research Scientist

    Harvard University

  • Damien Fair

    Professor

    University of Minnesota

  • Michelle Byrne

    Senior Lecturer

    Monash University

  • Nick Allen

    Professor

    University of Oregon

Application

Apply here! Applications will close April 15th, 2021, 11:59pm PST.

Schedule

All times are in Pacific Standard Time (PST).

Week 1 (June 22nd – June 25th, 2021)

Tuesday

9:00am-11:00am

Welcome and Introduction

12:00pm-2:00pm

Secondary data analysis & pre-registration of longitudinal analyses

Kate Mills, Michelle Byrne, Sara Weston

Wednesday

9:00am-11:00am

Using ABCD data

12:00pm-2:00pm

Optional additional tech help session

Thursday

9:00am-11:00am

Journal Club

5:00pm-7:00pm

Game night

Friday

9:00am-11:00am

Introduction to ABCD dataset and data resources

Damien Fair & Kate Mills

12:00pm-2:00pm

Adolescent brain development and mental health: theories of change and clinical outcomes

Nick Allen, Kate Mills, Michelle Byrne, Jenn Pfeifer

Week 2 (June 29th – July 2nd, 2021)

Tuesday

9:00am-11:00am

Introduction to longitudinal modeling theory & issues

Tyler Matta, Jenn Pfeifer, Ethan McCormick

12:00pm-2:00pm

Data science tools tutorials

John Flournoy, Tara Madhyastha, Kate Mills, Sara Weston

Wednesday

9:00am-2:00pm

Project work day

Thursday

9:00am-11:00am

Best practices for reproducible longitudinal neuroimaging

Kate Mills & Michelle Byrne

12:00pm-2:00pm

Project work

Friday

9:00am-11:00am

Project presentations

12:00pm-2:00pm

Q&A with week's speakers

Week 3 (July 6th – July 9th, 2021)

Tuesday

9:00am-11:00am

Mixed Effects Models: Theory

Tyler Matta & Megan Herting

12:00pm-2:00pm

Mixed Effects Models: Hands-on tutorial

Kate Mills & Wes Thompson

Wednesday

9:00am-2:00pm

Project work day

Thursday

9:00am-11:00am

Theories of change in psychopathology roudtables

Dylan Gee, Damien Fair, Nick Allen, Jenn Pfeifer, Michelle Byrne

12:00pm-2:00pm

Project work

Friday

9:00am-11:00am

Project presentations

12:00pm-2:00pm

Q&A with week's speakers

Week 4 (July 13th – July 16th, 2021)

Tuesday

9:00am-11:00am

Structural Equation Modeling (SEM): Theory

Ethan McCormick & John Flournoy

12:00pm-2:00pm

Structural Equation Modeling (SEM): Hands-on tutorial

Ethan McCormick & John Flournoy

Wednesday

9:00am-2:00pm

Project work day

Thursday

9:00am-11:00am

Social and environmental influences roudtable

Megan Herting, Kate Mills, Dylan Gee, Jenn Pfeifer, Damien Fair

12:00pm-2:00pm

Project work

Friday

9:00am-11:00am

Project presentations

12:00pm-2:00pm

Q&A with week's speakers

Week 5 (July 20th – July 22nd, 2021)

Tuesday

9:00am-11:00am

Optional sessions: Part 1 (Hands-on DEAP tutorial, Pre-registration of exploratory data analyses)

Wes Thompson & Sara Weston

12:00pm-2:00pm

Optional sessions: Part 2 (Pre-registration of longitudinal data analyses, Longitudinal fMRI data analysis with Neuropointilist)

Michelle Byrne & Tara Madhyastha

Wednesday

9:00am-2:00pm

Project work day

Thursday

9:00am-11:00am

Project presentations

12:00pm-2:00pm

Next steps and sustaining collaborations

ABCD Workshop Github

Follow along -- all content from this workshop will be posted online.

ABCD Workshop GitHub

Sponsors