DATIC
Data Analysis Training Institute
of Connecticut
Workshop on Dyadic Data Analysis Using SPSS
Instructors: Deborah A. Kashy (Michigan State University)
and David A. Kenny (University
of Connecticut)
SORRY, THIS WORKSHOP IS SOLD OUTLOOK FOR THIS WORKSHOP NEXT YEAR.
This workshop will take place in EAST LANSING, MICHIGAN on the campus of MICHIGAN STATE UNIVERISTY.
This one-week workshop on Dyadic
Data Analysis will be held at Michigan State University from Monday,
August 4, through Friday, August 8, 2008. The workshop will focus 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 programs 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 discuss 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 will primarily use SPSS. While no prior experience with the program is absolutely 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 August 3, at 6:00PM Monday August 4 to August 8, 2008 Schedule 9AM to 5PM Monday-Thursday
9AM to 12PM Friday with complimentary luncheon Location
Cost
We have arranged, dormitory-like housing on campus. The cost will be $36/day (plus $2.16 sales tax) and will include an $8.50 food voucher. There are only singles and doubles. The rooms are small (includes sheets & towels, private bedroom with a shared bath). They all have a desk, twin bed, and ethernet connection. Participants will pay for this on site.
If you are interested in hotels near the campus click here. Please make your own arrangements with a hotel and DATIC is not involved with reservations and payment.
Registration
The following materials and events are included in the cost of the workshop:
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.
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
Recommended Advanced Reading
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.