Issue: February 2012

The Methodology Center
Penn State Lion Shrine

 

2012 Summer Institute: Causal Inference

Donna Coffman, Ph.D.
  Donna Coffman, Ph.D.
We are pleased to announce that Methodology Center Principal Investigator Donna Coffman will present this year's Summer Institute on Innovative Methods, "Propensity Score Methods for Causal Inference."

Sponsored by The Methodology Center and the National Institute on Drug Abuse, the 17th Summer Institute will describe statistical, methodological, and conceptual aspects of propensity score methods for causal inference. The Institute will be held on June 21-22, 2012 at the Penn Stater Conference Center and Hotel in State College, PA. Please spread the word.

Read more or register.

 

Featured Article: New Method Advances Knowledge about Smoking Cessation

New Method for Examining Smoking Data
Technological advances such as smart phones have facilitated the collection of intensive longitudinal data (ILD) in prevention science research. In a new article titled "Using the Time-Varying Effect Model (TVEM) to Examine Dynamic Associations Between Negative Affect and Self Confidence on Smoking Urges: Differences Between Successful Quitters and Relapsers" appearing in the journal Prevention Science, the authors demonstrate the advantage of applying TVEM to ILD. TVEM is a flexible approach to exploring the effects of covariates on a longitudinal outcome, where the effects are allowed to vary with time. For example, a person's mood might impact his/her urge to smoke immediately after quitting, whereas that impact may lessen with time during a successful quit attempt.

Read more.

Download the TVEM software (see below).

 

New Software for Ecological Momentary Assessment (EMA) Data

New Software for Ecological Momentary Assessment (EMA) Data
We are pleased to release the TVEM (time-varying effect model) SAS macro suite. These macros can accommodate a wide variety of longitudinal outcomes: normally distributed, logistic-distributed, Poisson-distributed (count), and outcomes with zero-inflated Poisson distributions.

The TVEM SAS macro suite is an excellent tool for estimating the coefficient functions in TVEMs for intensive longitudinal data (longitudinal data such as EMA, characterized by more frequent measurements than traditional panel data). Traditional analytic methods assume that covariates have constant effects on a time-varying outcome. The TVEM SAS macros allow the effects of covariates to vary with time. These macros allow researchers to answer a broad array of research questions about how relationships change over time.

Download the macro suite.

Not familiar with SAS macros? View our 4-minute video on how to run a macro.

 

Podcast: Adaptive Health Interventions and Causal Inference

Daniel Almirall, Ph.D.
  Daniel Almirall, Ph.D.
In our latest podcast, host Aaron Wagner interviews Daniel Almirall, Faculty Research Fellow at the University of Michigan's Institute for Social Research and Research Investigator at The Methodology Center. The discussion focuses on sequential, multiple-assignment, randomized trials (SMARTs), which allow scientists to develop adaptive interventions. Danny works with Susan Murphy, the creator of SMARTs, to develop and promote this new methodological tool. Danny's work on causal inference is also discussed.

Download the podcast.

 

 

Upcoming Workshops
Society for Research on Nicotine and Tobacco (SRNT) - March 13
Session: "New Methods for Advancing Research on Tobacco Dependence"

Topic: Innovations in methodology (like the time-varying effect model for analyzing EMA)

Presenters and Discussants include: Don Hedeker, Elizabeth Ginexi, Saul Shiffman, and more


Society for Behavioral Medicine (SBM) - April 11
Session 1: "Introduction to the Multiphase Optimization Strategy (MOST) for Building More Effective Behavioral Interventions"

Presenter: Linda Collins


Session 2: "Introduction to Latent Class Analysis for Behavioral Research"

Presenter: Stephanie Lanza



Other News
Sara Vasilenko
Post-doctoral fellow Sara Vasilenko discusses how technology is changing dating.


Kari Kugler
Research Associate Kari Kugler has been awarded Penn State’s Clinical and Translational Science Institute’s Junior Faculty Career Development Award (KL2) for her proposal to build effective and efficient behavioral interventions to prevent pediatric obesity. Read more...



Follow us

Find us on Facebook View our profile on LinkedIn Follow us on Twitter

Methodology Minutes

 

The Methodology Center
204 East Calder Way, Suite 400
State College, PA 16801

Phone: 814-865-3253
Fax: 814-863-0000
http://methodology.psu.edu