[SAMSI logo] 19 T.W. Alexander Drive
P.O. Box 14006
Research Triangle Park, NC 27709-4006
Tel: 919.685.9350
Fax: 919.685.9360
[email protected]
 
OpportunitiesProgramsWorkshopsCalendarAffiliatesReports & PublicationsDirectoryAbout
 

2009 Summer Program on Psychometrics
July 7-17, 2009

Research Foci
Description of Activities
Application
Schedule
Peer Review Working Group
Further Information

Research Foci

Much of current psychometric research involves the development of novel statistical methodology to model educational and psychological processes, and a wide variety of new psychometric models have appeared over the last quarter century. Such models include (but are not limited to) extensions of item response theory (IRT) models, cognitive diagnosis models, and generalized linear latent and mixed models. The development of several of these models has been spearheaded by quantitative psychologists, a group of researchers who find their academic homes primarily in psychology and education departments. During the same period, very similar models and methodologies were developed-often independently-by academic statisticians residing in mathematics and statistics departments. The lack of interaction between these two groups has resulted in a substantial duplication of effort and, more importantly, a delay in the development of methodology crucial to both fields. The goal of this program is to bring researchers from both areas together to explore possible avenues for mutual collaboration.

The Program Leaders Committee is currently comprised of Charles Lewis (Fordham University), Richard Swartz (University of Texas M.D. Anderson Cancer Center), and Valen Johnson (University of Texas M.D. Anderson Cancer Center); Directorate Liaison is James Berger (SAMSI).

The goal of this program is stimulate collaborations between researchers in the psychometric and statistical communities. The desired outcome for the program will be a well-defined, concrete list of specific research directions that will facilitate methodological development in related psychometric/statistical models.

Description of Activities

The first week of the program of the program will be devoted to extended, tutorial-style talks during morning sessions, and contributed and invited research talks during the afternoons. Topics covered during the morning sessions will include IRT models, cognitive diagnostic models, and variations of generalized linear latent and mixed models. Afternoon talks will be selected to complement topics covered in the morning sessions. Speakers confirmed to provide tutorial-style lectures during the morning sessions include Matthew Johnson (Columbia University), Matthias von Davier and Sandip Sinharay (Educational Testing Service), and Yanyan Sheng (Southern Illinois University).

During the second week of the program, three working groups will convene to discuss current, practical applications of methodology presented during the first week of the program. These working groups will focus on (a) the analysis of patient reported outcomes (PROs), (b) journal and grant peer review, and (c) cognitive diagnostic models. Leaders of these working groups include Charlie Cleeland (MD Anderson Cancer Center), Bryce Reeve (National Cancer Institute), Richard Swarz (MD Anderson Cancer Center); David Banks (Duke University); Jimmy de la Torre (Rutgers University) and Andre Rupp (University of Maryland), respectively.

Application

REGISTRATION IS CLOSED.

Please make reservations at the Radisson RTP as soon as possible. The SAMSI room block and rate ($109) is effective until June 19, 2009. After this date, there is no guarantee a room will be available. If you have a change in plans, individual room reservations must be cancelled 72 hours prior to arrival. Check-in is at 3:00 PM; check-out is 12:00 noon.

 

Schedule

Tuesday, July 7, 2009
Radisson RTP

8:15-8:45 a.m. Registration and Continental Breakfast
8:45-9:00 Welcome
9:00-12:00 Yanyan Sheng, Southern Illinois University
Bayesian Analysis of Item Response Theory Models
10:00-10:30 Break
12:00-2:00 Lunch
2:00-3:00 David Thissen, University of North Carolina
IRT PRO Demonstration
3:00-3:15 Break
3:15-4:15 Richard Swartz, University of Texas, MD Anderson Cancer Center
Bayesian and Classical Computerized Adaptive Testing Item Selection Algorithms

Wednesday, July 8, 2009
Radisson RTP

8:30-9:00 a.m. Registration and Continental Breakfast
9:00-1:00 Mark Wilson, University of California, Berkeley
Frank Rijmen, Educational Testing Service
Sun-Joo Cho, University of California, Berkeley
A Nonlinear Mixed Models Approach to IRT
10:00-10:30 Break
12:00-1:00 Lunch
1:00-2:00 Conclusion of talk A Nonlinear Mixed Models Approach to IRT
2:00-4:00 Mario Peruggia, Ohio State University
Hierarchical Bayes Models for Response Time Data

Trish Van Zandt, Ohio State University
Topics in Response Time Analysis
3:00-3:15 Break
4:00-5:00 Poster Advertisements (2 minute ads each)
5:00-7:00 Poster Session and Reception

SAMSI will provide poster presentation boards and tape. The board dimensions are 4 ft. wide by 3 ft. high. They are tri-fold with each side being 1 ft. wide and the center 2 ft. wide. Please make sure your poster fits the board. The boards can accommodate up to 16 pages of paper measuring 8.5 inches by 11 inches.

Thursday, July 9, 2009
Radisson RTP

8:30-9:00 a.m. Continental Breakfast
9:00-12:00 Mathias von Davier, Educational Testing Service
Notes on Models for Cognitive Diagnosis
10:00-10:30 Break
12:00-1:30 Lunch
1:30-2:30 Sandip Sinharay, Educational Testing Service
A Critical Evaluation of Diagnostic Score Reporting: Some Theory and Applications
2:30-2:45 Break
2:45-4:00 Dongchu Sun, University of Missouri
Bayesian Hierarchical Models for Recognition-Memory Experiments

Jun Lu, American University
A Bayesian Approach for Assessing Human Memory Using Process-Dissociation Procedure

Friday, July 10, 2009
Radisson RTP

8:30-9:00 a.m. Continental Breakfast
9:00-12:00 Matthew Johnson, Columbia University
An Introduction to Rater Models
10:00-10:30 Break
12:00-2:00 Lunch
2:00-4:00 Paul Speckman,Dongchu Sun, and Jeff Rouder, University of Missouri
Item-Response Models for Measuring Thresholds in Performance
3:00-3:15 Break


Monday, July 13 - Friday, July 17, 2009
SAMSI


Charlene's Safe Ride will be provided between the Radisson Hotel and SAMSI:
Monday, July 13 through Friday, July 17: 8:20 am - 9:20 am
Monday, July 13 through Wednesday, July 15: 5:00 pm - 6:00 pm


9:00-12:00 Working Group Meetings:
Peer Review Working Group (Room 104)
Cognitive Diagnostic Models Working Group (Room 150)
Longitudinal Assessment of PRO Working Group (Room 203)
12:00-1:00 Lunch
1:00-5:00 Working Group Meetings:
Peer Review Working Group (Room 104)
Cognitive Diagnostic Models Working Group (Room 150)
Longitudinal Assessment of PRO Working Group (Room 203)


Program on Psychometrics: Peer Review Working Group

The PRWG will meet spontaneously during the second week of the program. Currently scheduled talks are listed below. Contributed talks will be added to the schedule during the course of the Psychometric Program. A white paper will be prepared by the working group and summarized at a joint meeting at the end of the week. Non-meeting time will be devoted to group collaboration on topics related to peer review.

PRWG Schedule

Monday, July 13, 2009
SAMSI

11:30-12:30 David Banks, Duke University
An Overview of Journal of the American Statistical Association Article Reviews
12:30-2:00 Lunch

Tuesday, July 14, 2009
SAMSI

11:30-12:30 Valen E. Johnson, University of Texas, MD Anderson Cancer Center
An Overview of NIH R01 Peer Review Scores
12:30-2:00 Lunch

Wednesday, July 15, 2009
SAMSI

11:00-12:00 Jing Cao, Southern Methodist University
A Bayesian Approach to Ranking and Rater Evaluation: An Application to Grant Reviews
12:00-1:30 Lunch

Thursday, July 16, 2009
SAMSI

11:00-12:00 Song Zhang, University of Texas, Southwestern Medical Center
A Baysian Hierarchical Model for Multi-rater Data with Fine Scales
12:00-1:30 Lunch

Friday, July 17,2009
SAMSI

11:00-12:00 Discuss Draft of White Paper
12:00-1:00 Lunch
1:00 Adjourn


Cognitive Diagnostic Models Working Group (CDMWG)

The CDMWG will meet during the second week of the program. The program will be more structured during the beginning of the week, and more open during the end of the week. Talks currently scheduled during this week are listed below. Additional talks will be added to the schedule during the course of the Psychometric Program. A white paper will be prepared by the working group and summarized at a joint meeting at the end of the week.

CDMWG Schedule

Monday, July 13,2009
SAMSI

9:00-10:00 Introduction
10:00-11:30 Matthew Finkelman, Tufts University
Kristin Huff, College Board
Curtis Tatsuoka, Case Western University
Diagnostic Assessment Approaches
11:30-12:30 David Banks, Duke University
12:30-2:00 Lunch
2:00-3:30 Tzur Karelitz, Education Development Center
Jere Confrey, North Carolina State University
Alicia Alonzo, University of Iowa
Developmental Theories for Diagnostic Assessment
3:30-5:00 Andre Rupp, University of Maryland
Ying Cui, University of Alberta
Nathalie Loye, University of Montreal
Task & Q-matrix Construction

Tuesday, July 14,2009
SAMSI

8:30-10:00 Andre Rupp, University of Maryland
Jimmy de la Torre, Rutgers University
Robert Henson, University of North Carolina, Greensboro
Fully Parametric Models for Classification
10:00-11:30 Ali Unlu, University of Augsberg
Ying Cui, University of Alberta
Rebecca Nugent, Carnegie Mellon University
Non-parametric and Semi-parametric Models for Classification
11:30-12:30 Valen Johnson, University of Texas, MD Anderson Cancer Center
12:30-2:00 Lunch
2:00-3:30 Roy Levy, Arizona State University
Robert Henson, University of North Carolina, Greensboro
Jimmy de la Torre, Rutgers University
Challenges in Estimation, Programming, and Implementation
3:30-5:00 Ali Unlu, University of Augsberg
Roy Levy, Arizona State University
Jimmy de la Torre, Rutgers University
Model Fit Assessment & Refinement

Wednesday, July 15,2009
SAMSI

8:30-10:30 Curtis Tatsuoka, Case Western University
Ying Cheng, University of Notre Dame
Matthew Finkelman, Tufts University
Optimal Test Design and Computerized Adaptive Testing
10:30-12:00 Eunice Jang, Ontario Institute
Neil Heffernan, Worcester Polytechnic Institute
Kristin Huff, College Board
Score Reporting & Subsequent Action
12:00-1:30 Lunch
1:30-3:00 Andre Rupp, University of Maryland
Tiffany Barnes, University of North Carolina, Charlotte
Neil Heffernan, Worcester Polytechnic Institute
Validation
3:00-5:00 Moderated Panel Session
Future Challenges for Diagnostic Assessment

The morning of the fourth day will be devoted to identifying the cutting-edge methods in cognitive diagnosis modeling, and three to five important gaps that must be filled to advance the field forward. The cutting-edge methods and research gaps will constitute the research agenda of the working group. The topics in these research agenda will be distributed into three 90-minute time blocks that will extend from Thursday afternoon and the first part of Friday morning. Participants will be asked to select a research topic in each time block. The 1.5 hour-block will be used to discuss potential research projects that can be done in specific topics, sign-up participants who can collaborate on these projects, and outline strategies and time frame for completing these projects. Starting the latter part of Friday morning (10:30-12:30), participants will report the summary of the discussion of potential projects to all the participants of the working group. The working group will adjourn after a lunch.


Longitudinal Assessment of PRO Working Group (LAPROWG)

The LAPROWG will meet during the second week of the program. The program will be more structured during the beginning of the week, and with more spontaneous meetings during the end of the week. Talks currently scheduled during this week are listed below. Additional talks may be added to the schedule during the course of the Psychometric Program. A white paper will be prepared by the working group and summarized at a joint meeting at the end of the week.

LAPROWG Schedule

Monday, July 13,2009
SAMSI

9:00-9:30 Richard Swartz, University of Texas, MD Anderson Cancer Center
Introductions, Purpose of Working Group
9:30-10:20 Carolyn Schwartz, DeltaQuest
Importance of Responsiveness to Change and Mediators to the Measurement of Change in Health Outcomes
10:30-12:00 Ken Bollen, University of North Carolina at Chapel Hill
Longitudinal Measurement of Patient Reported Outcomes: Latent Curve Models Using Structural Equation Models
1:00-3:15 Ethan Basch, Memorial Sloan Kettering Cancer Center
Charles Cleeland, University of Texas, MD Anderson Cancer Center
Practical Needs in Trial Design Detecting True Change Over Time - Clinicians' Perspective

Diane Fairclough, University of Colorado, Denver
Assessing Change in the Presence of Dropout
3:30-5:00 Carolyn Schwartz, DeltaQuest
Methods to Detect Response Shift and Responsiveness to Change

Tuesday, July 14,2009
SAMSI

9:00-10:30 Bruce Rapkin, Albert Einstein College of Medicine
Cognitive Factors in the Quality of Life Rating Response Scales and How to Include/model This Information
10:45-12:00 Diane Fairclough, University of Colorado, Denver
Impact of Missing Data When Evaluating Change Over Time
1:00-2:30 Li Cai, University of California, Los Angeles
Multidimensional IRT and Potential Applications to Assessing PROs Over Time and Detecting Response Shift
3:00-5:15 Jeff Sloan, Mayo Clinic
Precision, Validity and Sensitivity vs. Response Burden in PRO Endpoints - Facilitating Detection of True Change: Using Single-item vs. Multi-item Scales to Monitor Change

Richard Swartz, The University of Texas, MD Anderson Cancer Center
Precision, Validity and Sensitivity vs. Response Burden in PRO Endpoints - Facilitating Detection of True Change: Considering the Precision vs. Burden Tradeoff within CAT

Wednesday, July 15,2009
SAMSI

9:00-10:30 Jeff Sloan, Mayo Clinic
Interpreting Minimally Important Differences While Accounting for Measurement Variability/response Shift
10:45-12:00 Brainstorming Next Steps / Outline White Papers
1:00-3:00 Outline White Papers / Discuss Datasets

Thursday, July 16,2009
SAMSI

12:00 - 1:00 Lunch
3:00-5:00 Updates

Friday, July 17,2009
SAMSI

9:00-12:00 Revise Outline for White Papers/ Delegate Duties / Develop Timeline to Complete White Paper.
12:00-1:00 Lunch

The white paper to be produced in the LAPROWG has two main goals:
1) to discuss the state of the art and recommend policy and procedures for analyzing longitudinal PRO data, and
2) to identify areas needing methodological improvement when considering longitudinal PRO data.

Further Information

For additional information about the program, send an email to [email protected]

Please send a letter describing your interest, along with a vita (if a new researcher), to the indicated e-mail address.

 
 

Entire site © 2001-2009, Statistical and Applied Mathematical Sciences Institute. All Rights Reserved.