"Chicago Objective Measurement Table" Presentation 4-22-1999

9. Principal Components for "For" Items

The factor plot now contrasts morality/legality against personal enjoyement.

TABLE 23.2 For Drugs Items                            for.out Apr 12 15:54 1999
INPUT: 39 PERSONS, 20 ITEMS  ANALYZED: 39 PERSONS, 10 ITEMS, 5 CATS        v2.91
--------------------------------------------------------------------------------

       PRINCIPAL COMPONENTS (STANDARDIZED RESIDUAL) FACTOR PLOT
       Factor 1 explains 2.52 of 10 variance units
      -1                     0                     1                     2
      ++---------------------+---------------------+---------------------++
      |                      |                                            |
      |                      |          A                                 |
      |                      |                                            |
   .7 +                      |        B                                   +
      |                      |                                            |
      |                      |                                            |
   .6 +                      |                                            +
      |                      |                                            |
      |                      |                                            |
   .5 +                      |                                            +
F     |                      |                                            |
A     |                      |                                            |
C  .4 +                      |                                            +
T     |                      |                 C                          |
O  .3 +                      |                                            +
R     |                      |                                            |
   .2 +                      |                           D                +
1     |                      |                                            |
   .1 +                      |                                            +
L     |                      |                                            |
O  .0 +----------------------|--------------------------------------------+
A     |                      |                                            |
D -.1 +                      |                                            +
I     |                      |                                            |
N -.2 +                      |                                            +
G     |                      |                                            |
  -.3 +           E          |                                            +
      |                      |                                            |
  -.4 +       e    d         |                                            +
      |                      |                                            |
      |                 c    |                                            |
  -.5 +                      |                                            +
      |                      |                                            |
      |                      |                                            |
  -.6 +           b          |                                            +
      |         a            |                                            |
      |                      |                                            |
      ++---------------------+---------------------+---------------------++
      -1                     0                     1                     2
                                  ITEM MEASURE

TABLE 23.3 For Drugs Items                            for.out Apr 12 15:54 1999
INPUT: 39 PERSONS, 20 ITEMS  ANALYZED: 39 PERSONS, 10 ITEMS, 5 CATS        v2.91
--------------------------------------------------------------------------------

 FACTOR 1 FROM PRINCIPAL COMPONENT ANALYSIS OF
  STANDARDIZED RESIDUAL CORRELATIONS FOR ITEMS (SORTED BY LOADING)
   FACTOR 1 EXPLAINS 2.52 OF 10 VARIANCE UNITS
+---------------------------------------------------------+
|      |       |       INFIT OUTFIT| ENTRY                |
|FACTOR|LOADING|MEASURE  MNSQ MNSQ |NUMBER  ITEM          |
|------+-------+-------------------+----------------------|
|  1   |   .74 |     .48 1.39 1.20 |A    1 F:legal        |
|  1   |   .68 |     .39  .84  .80 |B    7 F:trip         |
|  1   |   .35 |     .80 1.02  .94 |C   15 F:experience   |
|  1   |   .19 |    1.29 1.11 1.40 |D   18 F:less-alcohol |
|      |-------+-------------------+----------------------|
|  1   |  -.64 |    -.59  .96 1.04 |a   13 F:drug-scene   |
|  1   |  -.62 |    -.49  .75  .63 |b    8 F:stoned       |
|  1   |  -.47 |    -.23  .79  .90 |c   16 F:fun          |
|  1   |  -.37 |    -.45 1.38 1.08 |d   10 F:high         |
|  1   |  -.36 |    -.69 1.16 1.11 |e    9 F:calm         |
|  1   |  -.27 |    -.49 1.00  .82 |E   12 F:relationship |
+---------------------------------------------------------+

Rasch-Related Resources: Rasch Measurement YouTube Channel
Rasch Measurement Transactions & Rasch Measurement research papers - free	An Introduction to the Rasch Model with Examples in R (eRm, etc.), Debelak, Strobl, Zeigenfuse	Rasch Measurement Theory Analysis in R, Wind, Hua	Applying the Rasch Model in Social Sciences Using R, Lamprianou	El modelo métrico de Rasch: Fundamentación, implementación e interpretación de la medida en ciencias sociales (Spanish Edition), Manuel González-Montesinos M.
Rasch Models: Foundations, Recent Developments, and Applications, Fischer & Molenaar	Probabilistic Models for Some Intelligence and Attainment Tests, Georg Rasch	Rasch Models for Measurement, David Andrich	Constructing Measures, Mark Wilson	Best Test Design - free, Wright & Stone Rating Scale Analysis - free, Wright & Masters
Virtual Standard Setting: Setting Cut Scores, Charalambos Kollias	Diseño de Mejores Pruebas - free, Spanish Best Test Design	A Course in Rasch Measurement Theory, Andrich, Marais	Rasch Models in Health, Christensen, Kreiner, Mesba	Multivariate and Mixture Distribution Rasch Models, von Davier, Carstensen
Rasch Books and Publications: Winsteps and Facets
Applying the Rasch Model (Winsteps, Facets) 4th Ed., Bond, Yan, Heene	Advances in Rasch Analyses in the Human Sciences (Winsteps, Facets) 1st Ed., Boone, Staver	Advances in Applications of Rasch Measurement in Science Education, X. Liu & W. J. Boone	Rasch Analysis in the Human Sciences (Winsteps) Boone, Staver, Yale	Appliquer le modèle de Rasch: Défis et pistes de solution (Winsteps) E. Dionne, S. Béland
Introduction to Many-Facet Rasch Measurement (Facets), Thomas Eckes	Rasch Models for Solving Measurement Problems (Facets), George Engelhard, Jr. & Jue Wang	Statistical Analyses for Language Testers (Facets), Rita Green	Invariant Measurement with Raters and Rating Scales: Rasch Models for Rater-Mediated Assessments (Facets), George Engelhard, Jr. & Stefanie Wind	Aplicação do Modelo de Rasch (Português), de Bond, Trevor G., Fox, Christine M
Exploring Rating Scale Functioning for Survey Research (R, Facets), Stefanie Wind	Rasch Measurement: Applications, Khine	Winsteps Tutorials - free Facets Tutorials - free	Many-Facet Rasch Measurement (Facets) - free, J.M. Linacre	Fairness, Justice and Language Assessment (Winsteps, Facets), McNamara, Knoch, Fan

Rasch-Related Resources: Rasch Measurement YouTube Channel

Rasch Measurement Transactions & Rasch Measurement research papers - free

An Introduction to the Rasch Model with Examples in R (eRm, etc.), Debelak, Strobl, Zeigenfuse

Rasch Measurement Theory Analysis in R, Wind, Hua

Applying the Rasch Model in Social Sciences Using R, Lamprianou

El modelo métrico de Rasch: Fundamentación, implementación e interpretación de la medida en ciencias sociales (Spanish Edition), Manuel González-Montesinos M.

Rasch Models: Foundations, Recent Developments, and Applications, Fischer & Molenaar

Probabilistic Models for Some Intelligence and Attainment Tests, Georg Rasch

Rasch Models for Measurement, David Andrich

Constructing Measures, Mark Wilson

Best Test Design - free, Wright & Stone
Rating Scale Analysis - free, Wright & Masters

Virtual Standard Setting: Setting Cut Scores, Charalambos Kollias

Diseño de Mejores Pruebas - free, Spanish Best Test Design

A Course in Rasch Measurement Theory, Andrich, Marais

Rasch Models in Health, Christensen, Kreiner, Mesba

Multivariate and Mixture Distribution Rasch Models, von Davier, Carstensen

Rasch Books and Publications: Winsteps and Facets

Applying the Rasch Model (Winsteps, Facets) 4th Ed., Bond, Yan, Heene

Advances in Rasch Analyses in the Human Sciences (Winsteps, Facets) 1st Ed., Boone, Staver

Advances in Applications of Rasch Measurement in Science Education, X. Liu & W. J. Boone

Rasch Analysis in the Human Sciences (Winsteps) Boone, Staver, Yale

Appliquer le modèle de Rasch: Défis et pistes de solution (Winsteps) E. Dionne, S. Béland

Introduction to Many-Facet Rasch Measurement (Facets), Thomas Eckes

Rasch Models for Solving Measurement Problems (Facets), George Engelhard, Jr. & Jue Wang

Statistical Analyses for Language Testers (Facets), Rita Green

Invariant Measurement with Raters and Rating Scales: Rasch Models for Rater-Mediated Assessments (Facets), George Engelhard, Jr. & Stefanie Wind

Aplicação do Modelo de Rasch (Português), de Bond, Trevor G., Fox, Christine M

Exploring Rating Scale Functioning for Survey Research (R, Facets), Stefanie Wind

Rasch Measurement: Applications, Khine

Winsteps Tutorials - free
Facets Tutorials - free

Many-Facet Rasch Measurement (Facets) - free, J.M. Linacre

Fairness, Justice and Language Assessment (Winsteps, Facets), McNamara, Knoch, Fan

Coming Rasch-related Events
Apr. 21 - 22, 2025, Mon.-Tue.	International Objective Measurement Workshop (IOMW) - Boulder, CO, www.iomw.net
Jan. 17 - Feb. 21, 2025, Fri.-Fri.	On-line workshop: Rasch Measurement - Core Topics (E. Smith, Winsteps), www.statistics.com
Feb. - June, 2025	On-line course: Introduction to Classical Test and Rasch Measurement Theories (D. Andrich, I. Marais, RUMM2030), University of Western Australia
Feb. - June, 2025	On-line course: Advanced Course in Rasch Measurement Theory (D. Andrich, I. Marais, RUMM2030), University of Western Australia
May 16 - June 20, 2025, Fri.-Fri.	On-line workshop: Rasch Measurement - Core Topics (E. Smith, Winsteps), www.statistics.com
June 20 - July 18, 2025, Fri.-Fri.	On-line workshop: Rasch Measurement - Further Topics (E. Smith, Facets), www.statistics.com
Oct. 3 - Nov. 7, 2025, Fri.-Fri.	On-line workshop: Rasch Measurement - Core Topics (E. Smith, Winsteps), www.statistics.com