Center for Research on Families - Methodology Workshop

Carla Williamson — Thu, 09 Feb 2012 19:05:43 +0000

"New England Workshop on Social Network Analysis "

Wed, 05/30/2012 - 9:00am - Fri, 06/01/2012 - 5:00pm

UMass Amherst

Instructors: Dr. Ryan Acton, UMass Amherst
Dr. Andrew Papachristos, UMass Amherst

How do diseases, violence, and fashion trends spread through a population? What is the connection between global trade patterns and modern art? Does marriage affect banking relationships? How do modern technologies such as Facebook affect our intimate relationships? How cohesive are terrorist cells, and how successful are the government’s attempt at dismantling them? How does peer pressure influence obesity, smoking, and other behaviors? The answer to all these questions is based on an understanding of social networks and how they are structured. This workshop is an introduction to the burgeoning field of social network analysis, which spans many disciplines. The morning sessions will focus on introducing the network paradigm, its basic tenets, and methods of data collection and analysis. Topics include: a history of the field; basic graph theory, notation, and properties; network visualization; properties of actors including centrality, power, prestige, and prominence; cohesion and sub-groupings; and a brief introduction to statistical models for social networks. The afternoon sessions will guide the participant through a hands-on tutorial using the R software platform. A variety of data examples will be used from multiple substantive areas.

Fees: General: $500 / Students: $400 / CRF Affiliates: $400

Event Contact: Carla Williamson, crf@psych.umass.edu, 413-545-4631

For more information and to register: www.umass.edu/family/methodology

Center for Research on Families - Methodology Workshop

Carla Williamson — Thu, 09 Feb 2012 19:11:40 +0000

Daniel Nagin, Carnegie-Mellon Univ.

"Analyzing Developmental Trajectories"

Mon, 06/04/2012 - 9:00am - Thu, 06/07/2012 - 5:00pm

UMass Amherst

A developmental trajectory describes the course of a behavior over age or time. This three-day workshop aims to provide participants with the training to apply a group-based method for analyzing developmental trajectories. This methodology has four significant capabilities:
(1) the capability to identify rather than assume distinctive groups of trajectories, (2) the capability to estimate the proportion of the population following each such trajectory group, (3) the capability to relate group membership probability to individual characteristics and circumstances, and (4) the capability to use the group membership probabilities for various other purposes such as creating profiles of group members. In addition, workshop participants will be trained in the application of three important extensions of the method: (1) the capability to add time-varying covariates to trajectory models, (2) the capability to estimate joint trajectory models of distinct but related behaviors, and (3) the capability to link trajectories with distal outcomes. The first extension provides the statistical capacity for testing whether a contemporaneous factor, such as an experimental intervention or a non-experimental event like pregnancy, deflects a pre-existing trajectory. This extension is intended to provide the statistical capacity for modeling turning points in the context of a group-based trajectory model. The second extension provides the capability to study the unfolding of distinct but related behaviors such as childhood problem behavior and adolescent drug abuse. This extension is designed to address two prominent themes in developmental psychology and criminology -- comorbidity and heterotypic continuity. Comorbidity refers to the contemporaneous occurrence of two or more undesirable conditions, such as conduct disorder and hyperactivity. Heterotypic continuity is the manifestation over time of a latent individual trait in different but analogous behaviors. The third extension allows the estimation of models that link trajectories through period t to specific outcomes such as employment or mental health status in period t+1 or beyond. Participants should have a statistical background of matrix algebra and multiple regression. This workshop is targeted at researchers from the social and behavioral sciences and medicine who investigate developmental processe.
NOTE: The course will meet June 4 - 6, Monday to Wednesday. However, there will be an optional fourth day (Thursday June 7) devoted to giving feedback to class participants on their own individual research projects.

This workshop is offered in collaboration with the Inter-University Consortium for Political and Social Research (ICPSR) at the University of Michigan.

Event Contact: Carla Williamson, crf@psych.umass.edu, 413-545-4631

For more information and to register: www.umass.edu/family/methodology

Attachment	Size
dan_nagin.jpg	65.47 KB

CNS Calendar

Center for Research on Families - Methodology Workshop

"New England Workshop on Social Network Analysis "

Center for Research on Families - Methodology Workshop

"Analyzing Developmental Trajectories"