Institute Objective
Rather than presenting the mathematical underpinnings of the methods, the workshops provide hands-on experience applying the latest programs in data analysis.
Descriptions of Workshops
Location:
All Classes meet at Room 430, Park Hall on North Campus of the University at Buffalo and begin at 9:00 AM. A continental breakfast will be served each morning.
Module 1: May 12 – 16th, Hierarchical Linear Modeling (HLM 6.0):
This 5 full-day workshop covers the basic principles and applications of hierarchical linear modeling (HLM) in educational, psychological and social research. It covers two-level and three-level HLM techniques for research such as one designed to understand change in individuals within the context of a group or an organization. For example, a researcher can examine how the effects of SES on delinquent behaviors of individuals vary depending on the characteristics of neighborhoods. This type of multilevel modeling or growth curve modeling is becoming increasingly popular in behavioral science research. Participants will learn how to build models, run the HLM program and examine the results by working step-by-step on hypothetical and real data sets.
Daily Schedule:
HLM schedule
Book(s):
Raudenbush, S.W. & Bryk, A.S. (2002). Hierarchical linear models: Applications and data analysis methods.
2nd edition. Newbury Park, CA: Sage.
Raudenbush, S.W., Bryk, A.S., Cheong, Y.F. Congdon, R., & Toit, M. (2004). HLM 6: Hierarchical Linear and Non-Linear Modeling. Chicago: Scientific Software International.
Instructor:
Jaekyung Lee, Dept of Counseling and Educational Psychology
Module 2: May 19 – 23rd, Structural Equation Modeling (SEM-AMOS):
This course introduces participants to structural equations (SEM) both with and without latent variables. It is designed to provide the necessary skills to use SEM to analyze social science data with continuous variables. The course will primarily focus on the application of SEM as opposed to mathematical underpinnings. We will cover introductory topics including path analysis, moderation and mediation, confirmatory factor analysis, and hybrid structural equation models (models that include causal paths between latent variables). Special topics will include working with non-normally distributed variables and missing data. Upon finishing the course students will be able to estimate models using available software (AMOS) to conduct research and interpret results. The course also prepares students for more advanced topics, including latent growth curve analysis and latent mixture modeling.
Daily Schedule:
SEM schedule
Book(s):
Byrne, B. M. (2001). Structural equation modeling with AMOS: Basic concepts, applications, and
programming. Mahwah, NJ: Lawrence Erlbaum Associates.
AMOS Student Version is available for free. Please click on the "AMOS Student Version" text link to download it.
Instructor:
Craig Colder, Dept of Psychology
Module 3: May 27 – 28th, Meta-Analysis of Social Sciences:
Meta-analysis is and advanced statistical technique that allows researchers to summarize quantitative findings across multiple studies. The procedure also allows investigation of moderators to study effect sizes and theory/model testing. Students will learn basics of conducting meta- analysis including literature review, inclusion criteria, article coding, data input and preparation, data analysis and interpretation of outcomes. A basic knowledge of statistics is required for participation and students may purchase software at a reduced rate.Please contact hotel management directly, we cannot make arrangements for you.
Book(s):
The workshop textbook can be downloaded for free. If you wish, you will be able to purchase the software package at a greatly discounted price at the end of the course.
Instructor:
Thomas Feely, Dept of Communication
Lodging and Directions
A Motel 6 is located adjacent to the SUNY at Buffalo north campus; rates are about $40 a night. Phone: 716-834-2231; Address: 4400 Maple Rd. Amherst, NY 14226. Please note that there are many lodging options avalable, but this one is likely among the most reasonably priced.
Directions From Motel 6:
- Make left turn on Maple; go about 150 yards.
- At the first signal light, take left turn (Flint).
- Go about 1 mile, take right turn at the first stop sign past the light (Augspurger)
- Jacobs' A is the first parking lot on the right; Park Hall is immediately behind it. We will be able to provide parking tags upon request.
Registration Fees
Summer Scholars: 2 days workshops = $320; 5 days workshops = $800
Students: 2 days workshops = $160; 5 days workshops = $400
To Register
Click here for the Summer 2008 registration form
For questions regarding registration and workshops:
Diane McMaster
dhm1@buffalo.edu
716-645-2417 ext. 434
or
Tim Sentman
tsentman@buffalo.edu
716-645-2417 ext. 452
Faculty
Craig Colder, Michael Farrell, Thomas Feeley, Tai Kang, Jaekyung Lee
These workshops are supported by
The College of Arts & Sciences [CAS]
The CAS Survey Research Lab
The CAS Department of Sociology