DATIC
Data Analysis Training Institute
of Connecticut
Workshop on Dyadic Data Analysis Using SPSS
THIS WORKSHOP IS SOLD OUT. ASK TO BE ON THE WAITLIST
Instructors: David A. Kenny (University
of Connecticut)
Dates: June 21 to 25, 2010
and Tessa V. West (New York University)
We presume there are data from two people who are measured on the SAME variables. For instance, you have data from husbands and wives who are both measured on satisfaction, commitment and equity. If you have data from two people and say you have social support measured from one person and pain from the other person, the methods that we describe would be of little benefit to you.
Second, we presume that each person is a member of one and only one dyad. If you have data where all possible dyads are formed from a group of people or people have dyadic relationships with the same person (e.g., a teacher with students), much of what we cover would be of little benefit to you.
This one-week workshop on Dyadic
Data Analysis will be held at the University of Connecticut from Monday,
June 21, through Friday, June 25, 2010. The workshop focuses on the analysis of dyadic data when both members of a dyad are measured on the same variables. All analyses will use the computer package SPSS. Other methods could be used (e.g., Structural Equation Modeling) and other multilevel programs can be used (e.g., HLM), but in this workshop we focus on one program, mainly because of its wide accessibility.
Among the topics to be covered are the vocabulary of dyadic analysis, nonindependence, and the Actor-Partner Interdependence Model. We will also discuss mediation and moderation of dyadic effects and the analysis of over-time dyadic data (e.g., growth curve models). Participants will learn how to analyze dyadic data, and be able to interpret the results from their analyses.
It is expected that participants have a working knowledge of multiple regression. We extensively discuss the use of multilevel modeling, but participants need not be familiar in advance with this technique. Instruction consists of lecture, computer workshops, and individualized consultations. The emphasis will be practical with minimal emphasis on statistical theory, but those seeking more statistical information can arrange an individualized session with the instructors. A teaching assistant will also be available for consultation and assistance.
The computer workshop primarily uses SPSS. We also will describe several SPSS programs that can be used for data orgnaization, analysis, and write-ups. Although prior experience with the program is not required, it is desirable. Also in meetings with individual participants alternative programs and approaches (e.g., HLM, MLwiN, SAS, Amos, LISREL, and EQS) can be discussed.
Because the number of spaces
is limited, please apply soon to reserve a space. To register, send
an email to the DATIC staff,
and complete the registration form (click
here to get the form).
Participants are encouraged, but not required, to bring their own data so that they can apply these new methods to their own data. They should contact the staff beforehand to ensure that data are appropriately formatted for analysis.
Dates
and Times Optional Opening Reception
on Sunday June 20 at 6:00-7:30PM from Monday,
June 21, through Friday, June 25, 2010 Schedule 9AM to 5PM Monday-Thursday
9AM to 12PM Friday with complimentary luncheon Location
Registration
The following materials and events
are included in the cost of the workshop:
Day 1:
Introduction to the Dyadic Data Definitions: Distinguishability, Types of Variables, and Nonindependence Estimating , Testing, and Interpreting Nonindependence Management of Dyadic Data: Data Structures and Data Restructuring Using Multilevel Modeling with Dyadic Data Day 2: The Actor-Partner Interdependence Model Estimation of Models for Indistinguishable Dyads Estimation of Models for Distinguishable Dyads
Actor-Partner Interactions Day 3: The Actor-Partner Interdependence Model: Complications
Testing for Indistinguishability Mediation and Moderation
Specialized Models Day 4: Over-Time Dyadic Data
Data Management Issues: Data Structure and Lagged Values Growth-curve Models Lagged APIM Model Day 5: Structural Equation Modeling, Non-Standard Designs, and Alternative Models Using SEM with Dyadic Data
Alternative Dyadic Designs
Alternative Dyadic Models Group Lunch 12-1:30
Cost
Curriculum
There will be time for individual meeting with workshop instructors from 4-5 each afternoon. Compute workshops will be incorporated into each day as well.
The book "Dyadic Data Analysis" by Kenny, Kashy, and Cook, published by Guilford Press. Participants would benefit from reading Chapters 1, 2, 3, 4, 7, and 13 of the book in advance. Copies of these chapters and other readings will be distributed at the workshop.