العدد 402 المجلد الثاني 4002 م 0222 ه

Size: px
Start display at page:

Download "العدد 402 المجلد الثاني 4002 م 0222 ه"

Transcription

1 55

2 Abstract For the importance of the subject of mental abilities and what the spatial ability has of effect on the educational acquisition for the pupils in many studying subjects such as mathematics and the engineering, and fewness of studies that deal with this ability according to the modern theory on measurement in Iraq and other Arab states (as far as the researcher learns), this research aims at construction the ability according to the local imagination for the students of the preparatory stage according to the theory of latent traits. To achieve this aim, the researcher has followed a number of scientific procedures in construction the test. Components of spatial ability have been specified three ingredients (spatial orientation, spatial imagination and spatial relations. Twentyseven multi-choice items have been prepared. The first component (spatial orientation) consists of ten items, the second component (spatial imagination) consists of ten items and the third component consists of (spatial relations) consists of seven items. After they have been presented to a committee of experts and specialists in psychological and educational measurement to show the validity extent of each item in measuring what it has made for, all experts have agreed on the items and they are regarded valid items to measure spatial ability. After that, the test has been applied on a sample of 332 schoolboys and schoolgirls of the preparatory stage students at schools of Baghdad governorate ), they were selected by a random social class system. In the statistical analysis of the test items, the researcher has depended on "Rash" Sample (one of the samples of latent characteristics ). And to prove that this hypothesis is correct, the researcher has followed a number of steps : 1- One-dimension : to prove that this hypothesis is correct, the factor analysis has taken place for the three components whereby one factor is reached with a meaning for each component. The explanation of factor has depended on the low limits (Legitman) which considers the factor as a statistical indicator when the latent root, which can be explained, equals or exceeds 1. It has depended on the rate (0.148) and more for its being a rate which satisfies the items of test with the general factor according to the standard of (Pert & Panks). One item is omitted from the third component for it satisfies it with the working factor (it was less than 0.148). 2- The statistical program "Rascal" has omitted two items when identifying the items with the sample on the bases of the values of (Chi sq) at the level of indication (0.05) for its value is higher that (Chi sq) value at this level as the program calculated. 3- The value of the preference coefficient of for the test approaches 1, its value was One item is excluded for it hasn t achieved the independency of measurement in the way that achieves subjectivity of measurement as it is represented by "Rash" sample. Consequently, the number of remaining items is 23 in the three components. And in order to get rid of fractions and negative signs, the loget unit has been changed to centesimal watt unit for the evaluation of difficulty of items and the individual abilities. The researcher has reached to some conclusions, recommendations and proposals. 55

3 55

4 55

5 -1 55

6

7

8 56

9 56

10 56

11 55

12 -1 55

13 أ- ب- 55

14 55

15 55

16 56

17 56

18

19

20 األستاذ مجلة 0222 ه 4002 م الثاني 402 المجلد العدد 1- Anastasi, A & Urbina, S, (1997) : Psychological Testing Ed, New York Prentice Hall. 2- Crocker,L.& Algina,J.(1986) Introduction to classical and modern test theory, New York : Holt Rinehart and Winston. 3- Gusstafsson, J. ( 1980 ) : Testing and Obtaining Fit of to The Rasch Model. British Journal of Mathematical and Statistical Psychology. 4- Hambelton,R. & cool, L.L, Eignor, D.R, & Gifford, J.A.(1978) Developments in Latent trait theory models, technical issues and application. Review of Educational Research, 48,4, , R. Swaminathan, S. & Rogers, H.J. (1991) : Fundamentals of Item Response Theory. SAGE, Publications, Newbury Park. the international professional publishers. 6-,& Swaminathan,H.(1985), Item response theory principles and applications, Boston, Nijhoff publishing 7- Hans, BARKE, (2001) : STRUCTURAL CHEMISTRY AND SPATIAL ABILITY IN DIFFERENT CULTURES, RESEARCH AND PRACTICE IN EUROPE,Vol. 2, No. 3, pp Hulin, C.L, Drasgow, F & Parsons, K, ( 1983) : Item Response Theory Application to psychological measurement, Ilinios, Dow Jones, Irwin, Homewood, USA. 9- Linn, M. C., and Petersen, A. C. 1985, Emergence and characterisation of gender differences in spatial abilities, A meta-analysis, Child Development, 56, Masters, G. N. ( 1984 ) : DICOT Analyzing Classroom test with the Rasch Model, Education and psychological Measurement, McGraw Hill. modern test theory,new york G.B.S. college publishing. 11- Pittalis, and Mousoulides & christou, (2007) : SPATIAL ABILITY AS A PREDICTOR OF STUDENTS PERFORMANCE IN GEOMETRY Cyprus, Department of Education, University of Cyprus. 12- Reise, S.P., & Waller, N.G, (2003) : How many IRT Parameters Does It Take To Model Psychopathology Items, psychological methods, Vol Wright, B, D, (1977) : Solving Measurement Problem With the Rasch model. Journal of Educational measurement. Vol , & Stone, M. H. (1979) : Best test Design Rasch Measurement Chicago : MESA press 56

Exploratory Factor Analysis Student Anxiety Questionnaire on Statistics

Exploratory Factor Analysis Student Anxiety Questionnaire on Statistics Proceedings of Ahmad Dahlan International Conference on Mathematics and Mathematics Education Universitas Ahmad Dahlan, Yogyakarta, 13-14 October 2017 Exploratory Factor Analysis Student Anxiety Questionnaire

More information

The Psychometric Development Process of Recovery Measures and Markers: Classical Test Theory and Item Response Theory

The Psychometric Development Process of Recovery Measures and Markers: Classical Test Theory and Item Response Theory The Psychometric Development Process of Recovery Measures and Markers: Classical Test Theory and Item Response Theory Kate DeRoche, M.A. Mental Health Center of Denver Antonio Olmos, Ph.D. Mental Health

More information

Construct Validity of Mathematics Test Items Using the Rasch Model

Construct Validity of Mathematics Test Items Using the Rasch Model Construct Validity of Mathematics Test Items Using the Rasch Model ALIYU, R.TAIWO Department of Guidance and Counselling (Measurement and Evaluation Units) Faculty of Education, Delta State University,

More information

Centre for Education Research and Policy

Centre for Education Research and Policy THE EFFECT OF SAMPLE SIZE ON ITEM PARAMETER ESTIMATION FOR THE PARTIAL CREDIT MODEL ABSTRACT Item Response Theory (IRT) models have been widely used to analyse test data and develop IRT-based tests. An

More information

Item Response Theory (IRT): A Modern Statistical Theory for Solving Measurement Problem in 21st Century

Item Response Theory (IRT): A Modern Statistical Theory for Solving Measurement Problem in 21st Century International Journal of Scientific Research in Education, SEPTEMBER 2018, Vol. 11(3B), 627-635. Item Response Theory (IRT): A Modern Statistical Theory for Solving Measurement Problem in 21st Century

More information

Comprehensive Statistical Analysis of a Mathematics Placement Test

Comprehensive Statistical Analysis of a Mathematics Placement Test Comprehensive Statistical Analysis of a Mathematics Placement Test Robert J. Hall Department of Educational Psychology Texas A&M University, USA (bobhall@tamu.edu) Eunju Jung Department of Educational

More information

Item Response Theory: Methods for the Analysis of Discrete Survey Response Data

Item Response Theory: Methods for the Analysis of Discrete Survey Response Data Item Response Theory: Methods for the Analysis of Discrete Survey Response Data ICPSR Summer Workshop at the University of Michigan June 29, 2015 July 3, 2015 Presented by: Dr. Jonathan Templin Department

More information

Investigating the Invariance of Person Parameter Estimates Based on Classical Test and Item Response Theories

Investigating the Invariance of Person Parameter Estimates Based on Classical Test and Item Response Theories Kamla-Raj 010 Int J Edu Sci, (): 107-113 (010) Investigating the Invariance of Person Parameter Estimates Based on Classical Test and Item Response Theories O.O. Adedoyin Department of Educational Foundations,

More information

IRT Parameter Estimates

IRT Parameter Estimates An Examination of the Characteristics of Unidimensional IRT Parameter Estimates Derived From Two-Dimensional Data Timothy N. Ansley and Robert A. Forsyth The University of Iowa The purpose of this investigation

More information

Teacher Influences on Child Interest in STEM Careers

Teacher Influences on Child Interest in STEM Careers Teacher Influences on Child Interest in STEM Meara M. Habashi Iowa Wesleyan College, Mt. Pleasant, USA meara.habashi@iwc.edu William G. Graziano Purdue University, West Lafayette, USA graziano@psych.purdue.edu

More information

Proceedings of the 2011 International Conference on Teaching, Learning and Change (c) International Association for Teaching and Learning (IATEL)

Proceedings of the 2011 International Conference on Teaching, Learning and Change (c) International Association for Teaching and Learning (IATEL) EVALUATION OF MATHEMATICS ACHIEVEMENT TEST: A COMPARISON BETWEEN CLASSICAL TEST THEORY (CTT)AND ITEM RESPONSE THEORY (IRT) Eluwa, O. Idowu 1, Akubuike N. Eluwa 2 and Bekom K. Abang 3 1& 3 Dept of Educational

More information

Each year a validity study is conducted to

Each year a validity study is conducted to Assessment Validating Use of a Critical Thinking Test for the Dental Admission Test Tsung-Hsun Tsai, Ph.D. Abstract: The purpose of this study was to validate the use of a test to assess dental school

More information

Using Item Response Theory to Evaluate Self-directed Learning Readiness Scale

Using Item Response Theory to Evaluate Self-directed Learning Readiness Scale Journal of Educational and Developmental Psychology; Vol. 8, No. ; 8 ISSN 97-56 E-ISSN 97-5 Published by Canadian Center of Science and Education Using Item Response Theory to Evaluate Self-directed Learning

More information

Techniques for Explaining Item Response Theory to Stakeholder

Techniques for Explaining Item Response Theory to Stakeholder Techniques for Explaining Item Response Theory to Stakeholder Kate DeRoche Antonio Olmos C.J. Mckinney Mental Health Center of Denver Presented on March 23, 2007 at the Eastern Evaluation Research Society

More information

Sample Sizes for Predictive Regression Models and Their Relationship to Correlation Coefficients

Sample Sizes for Predictive Regression Models and Their Relationship to Correlation Coefficients Sample Sizes for Predictive Regression Models and Their Relationship to Correlation Coefficients Gregory T. Knofczynski Abstract This article provides recommended minimum sample sizes for multiple linear

More information

Determining Differential Item Functioning in Mathematics Word Problems Using Item Response Theory

Determining Differential Item Functioning in Mathematics Word Problems Using Item Response Theory Determining Differential Item Functioning in Mathematics Word Problems Using Item Response Theory Teodora M. Salubayba St. Scholastica s College-Manila dory41@yahoo.com Abstract Mathematics word-problem

More information

Validating Measures of Self Control via Rasch Measurement. Jonathan Hasford Department of Marketing, University of Kentucky

Validating Measures of Self Control via Rasch Measurement. Jonathan Hasford Department of Marketing, University of Kentucky Validating Measures of Self Control via Rasch Measurement Jonathan Hasford Department of Marketing, University of Kentucky Kelly D. Bradley Department of Educational Policy Studies & Evaluation, University

More information

Measuring mathematics anxiety: Paper 2 - Constructing and validating the measure. Rob Cavanagh Len Sparrow Curtin University

Measuring mathematics anxiety: Paper 2 - Constructing and validating the measure. Rob Cavanagh Len Sparrow Curtin University Measuring mathematics anxiety: Paper 2 - Constructing and validating the measure Rob Cavanagh Len Sparrow Curtin University R.Cavanagh@curtin.edu.au Abstract The study sought to measure mathematics anxiety

More information

[3] Coombs, C.H., 1964, A theory of data, New York: Wiley.

[3] Coombs, C.H., 1964, A theory of data, New York: Wiley. Bibliography [1] Birnbaum, A., 1968, Some latent trait models and their use in inferring an examinee s ability, In F.M. Lord & M.R. Novick (Eds.), Statistical theories of mental test scores (pp. 397-479),

More information

Scientific Information System

Scientific Information System Scientific Information System etwork of Scientific Journals from Latin America, the Caribbean, Spain and Portugal José Antonio López Pina, Maria Dolores Hidalgo Montesinos Fitting rasch model using appropriateness

More information

Rasch Model Analysis On Teachers Epistemological Beliefs

Rasch Model Analysis On Teachers Epistemological Beliefs Rasch Model Analysis On Teachers Epistemological Beliefs Amar Ma ruf & Mohamed Najib Abdul Ghafar & Samah Ali Mohsen Mofreh Abstract Epistemological Beliefs are fundamental assumptions about the nature

More information

André Cyr and Alexander Davies

André Cyr and Alexander Davies Item Response Theory and Latent variable modeling for surveys with complex sampling design The case of the National Longitudinal Survey of Children and Youth in Canada Background André Cyr and Alexander

More information

Physical Intelligence of University of Technology MARA Sport Science Students

Physical Intelligence of University of Technology MARA Sport Science Students Physical Intelligence of University of Technology MARA Sport Science Students Tan Chee Hian Lecturer Faculty of Sport Science & Recreation University of Technology MARA Shah Alam, Selangor 1 Physical Intelligence

More information

Turning Output of Item Response Theory Data Analysis into Graphs with R

Turning Output of Item Response Theory Data Analysis into Graphs with R Overview Turning Output of Item Response Theory Data Analysis into Graphs with R Motivation Importance of graphing data Graphical methods for item response theory Why R? Two examples Ching-Fan Sheu, Cheng-Te

More information

where IT nix -rj is the difficulty parameter for the j = 1,2,...,

where IT nix -rj is the difficulty parameter for the j = 1,2,..., Graphical Analysis of Item Response Theory Residuals Larry H. Ludlow Boston College A graphical comparison of empirical versus simulated residual variation is presented as one way to assess the goodness

More information

Validation the Measures of Self-Directed Learning: Evidence from Confirmatory Factor Analysis and Multidimensional Item Response Analysis

Validation the Measures of Self-Directed Learning: Evidence from Confirmatory Factor Analysis and Multidimensional Item Response Analysis Doi:10.5901/mjss.2015.v6n4p579 Abstract Validation the Measures of Self-Directed Learning: Evidence from Confirmatory Factor Analysis and Multidimensional Item Response Analysis Chaiwichit Chianchana Faculty

More information

Mantel-Haenszel Procedures for Detecting Differential Item Functioning

Mantel-Haenszel Procedures for Detecting Differential Item Functioning A Comparison of Logistic Regression and Mantel-Haenszel Procedures for Detecting Differential Item Functioning H. Jane Rogers, Teachers College, Columbia University Hariharan Swaminathan, University of

More information

Analysis of the Reliability and Validity of an Edgenuity Algebra I Quiz

Analysis of the Reliability and Validity of an Edgenuity Algebra I Quiz Analysis of the Reliability and Validity of an Edgenuity Algebra I Quiz This study presents the steps Edgenuity uses to evaluate the reliability and validity of its quizzes, topic tests, and cumulative

More information

Item Analysis: Classical and Beyond

Item Analysis: Classical and Beyond Item Analysis: Classical and Beyond SCROLLA Symposium Measurement Theory and Item Analysis Modified for EPE/EDP 711 by Kelly Bradley on January 8, 2013 Why is item analysis relevant? Item analysis provides

More information

Effects of Local Item Dependence

Effects of Local Item Dependence Effects of Local Item Dependence on the Fit and Equating Performance of the Three-Parameter Logistic Model Wendy M. Yen CTB/McGraw-Hill Unidimensional item response theory (IRT) has become widely used

More information

A Comparison of Pseudo-Bayesian and Joint Maximum Likelihood Procedures for Estimating Item Parameters in the Three-Parameter IRT Model

A Comparison of Pseudo-Bayesian and Joint Maximum Likelihood Procedures for Estimating Item Parameters in the Three-Parameter IRT Model A Comparison of Pseudo-Bayesian and Joint Maximum Likelihood Procedures for Estimating Item Parameters in the Three-Parameter IRT Model Gary Skaggs Fairfax County, Virginia Public Schools José Stevenson

More information

Chapter 1 Introduction. Measurement Theory. broadest sense and not, as it is sometimes used, as a proxy for deterministic models.

Chapter 1 Introduction. Measurement Theory. broadest sense and not, as it is sometimes used, as a proxy for deterministic models. Ostini & Nering - Chapter 1 - Page 1 POLYTOMOUS ITEM RESPONSE THEORY MODELS Chapter 1 Introduction Measurement Theory Mathematical models have been found to be very useful tools in the process of human

More information

Study of relationship between Emotional Intelligence and Social Adjustment

Study of relationship between Emotional Intelligence and Social Adjustment Third 21st CAF Conference at Harvard, in Boston, USA. September 2015, Vol. 6, Nr. 1 ISSN: 2330-1236 Study of relationship between Emotional Santwana G. Mishra Dr. Babasaheb Ambedkar Marathwada University

More information

Item Response Theory. Steven P. Reise University of California, U.S.A. Unidimensional IRT Models for Dichotomous Item Responses

Item Response Theory. Steven P. Reise University of California, U.S.A. Unidimensional IRT Models for Dichotomous Item Responses Item Response Theory Steven P. Reise University of California, U.S.A. Item response theory (IRT), or modern measurement theory, provides alternatives to classical test theory (CTT) methods for the construction,

More information

Reference Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychologist, 28(2), Bandura, A.

Reference Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychologist, 28(2), Bandura, A. Reference Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychologist, 28(2), 117-148. Bandura, A. (1977). Social learning theory. Prentice-Hall, Englewood

More information

Construct Invariance of the Survey of Knowledge of Internet Risk and Internet Behavior Knowledge Scale

Construct Invariance of the Survey of Knowledge of Internet Risk and Internet Behavior Knowledge Scale University of Connecticut DigitalCommons@UConn NERA Conference Proceedings 2010 Northeastern Educational Research Association (NERA) Annual Conference Fall 10-20-2010 Construct Invariance of the Survey

More information

STUDENTS EPISTEMOLOGICAL BELIEFS ABOUT SCIENCE: THE IMPACT OF SCHOOL SCIENCE EXPERIENCE

STUDENTS EPISTEMOLOGICAL BELIEFS ABOUT SCIENCE: THE IMPACT OF SCHOOL SCIENCE EXPERIENCE STUDENTS EPISTEMOLOGICAL BELIEFS ABOUT SCIENCE: THE IMPACT OF SCHOOL SCIENCE EXPERIENCE Jarina Peer Lourdusamy Atputhasamy National Institute of Education Nanyang Technological University Singapore The

More information

During the past century, mathematics

During the past century, mathematics An Evaluation of Mathematics Competitions Using Item Response Theory Jim Gleason During the past century, mathematics competitions have become part of the landscape in mathematics education. The first

More information

INTRODUCTION TO ITEM RESPONSE THEORY APPLIED TO FOOD SECURITY MEASUREMENT. Basic Concepts, Parameters and Statistics

INTRODUCTION TO ITEM RESPONSE THEORY APPLIED TO FOOD SECURITY MEASUREMENT. Basic Concepts, Parameters and Statistics INTRODUCTION TO ITEM RESPONSE THEORY APPLIED TO FOOD SECURITY MEASUREMENT Basic Concepts, Parameters and Statistics The designations employed and the presentation of material in this information product

More information

Author s response to reviews

Author s response to reviews Author s response to reviews Title: The validity of a professional competence tool for physiotherapy students in simulationbased clinical education: a Rasch analysis Authors: Belinda Judd (belinda.judd@sydney.edu.au)

More information

Type I Error Rates and Power Estimates for Several Item Response Theory Fit Indices

Type I Error Rates and Power Estimates for Several Item Response Theory Fit Indices Wright State University CORE Scholar Browse all Theses and Dissertations Theses and Dissertations 2009 Type I Error Rates and Power Estimates for Several Item Response Theory Fit Indices Bradley R. Schlessman

More information

Connexion of Item Response Theory to Decision Making in Chess. Presented by Tamal Biswas Research Advised by Dr. Kenneth Regan

Connexion of Item Response Theory to Decision Making in Chess. Presented by Tamal Biswas Research Advised by Dr. Kenneth Regan Connexion of Item Response Theory to Decision Making in Chess Presented by Tamal Biswas Research Advised by Dr. Kenneth Regan Acknowledgement A few Slides have been taken from the following presentation

More information

Running head: CFA OF TDI AND STICSA 1. p Factor or Negative Emotionality? Joint CFA of Internalizing Symptomology

Running head: CFA OF TDI AND STICSA 1. p Factor or Negative Emotionality? Joint CFA of Internalizing Symptomology Running head: CFA OF TDI AND STICSA 1 p Factor or Negative Emotionality? Joint CFA of Internalizing Symptomology Caspi et al. (2014) reported that CFA results supported a general psychopathology factor,

More information

A TEST OF A MULTI-FACETED, HIERARCHICAL MODEL OF SELF-CONCEPT. Russell F. Waugh. Edith Cowan University

A TEST OF A MULTI-FACETED, HIERARCHICAL MODEL OF SELF-CONCEPT. Russell F. Waugh. Edith Cowan University A TEST OF A MULTI-FACETED, HIERARCHICAL MODEL OF SELF-CONCEPT Russell F. Waugh Edith Cowan University Paper presented at the Australian Association for Research in Education Conference held in Melbourne,

More information

The Difference Analysis between Demographic Variables and Personal Attributes The Case of Internal Auditors in Taiwan

The Difference Analysis between Demographic Variables and Personal Attributes The Case of Internal Auditors in Taiwan The Difference Analysis between Demographic Variables and Personal Attributes The Case of Internal Auditors in Taiwan Li-Jia Chiu and Neng-Tang Norman Huang Department of Technology Application and Human

More information

Development of a measure of self-regulated practice behavior in skilled performers

Development of a measure of self-regulated practice behavior in skilled performers International Symposium on Performance Science ISBN 978-2-9601378-0-4 The Author 2013, Published by the AEC All rights reserved Development of a measure of self-regulated practice behavior in skilled performers

More information

The Dimensionality of Bipolar Scales in Self-Description

The Dimensionality of Bipolar Scales in Self-Description The Dimensionality of Bipolar Scales in Self-Description Alan J. Klockars University of Washington Daniel W. King and Lynda A. King Central Michigan University Sets of bipolar scales were constructed for

More information

The Classification Accuracy of Measurement Decision Theory. Lawrence Rudner University of Maryland

The Classification Accuracy of Measurement Decision Theory. Lawrence Rudner University of Maryland Paper presented at the annual meeting of the National Council on Measurement in Education, Chicago, April 23-25, 2003 The Classification Accuracy of Measurement Decision Theory Lawrence Rudner University

More information

Disattenuated Correlation and Unidimensionality. S. Alagumalai J.P. Keeves Njora Flinders University of South Australia

Disattenuated Correlation and Unidimensionality. S. Alagumalai J.P. Keeves Njora Flinders University of South Australia Disattenuated Correlation and Unidimensionality S. Alagumalai J.P. Keeves Njora Flinders University of South Australia Prior to using any multivariate or inferential statistics, items in an instrument

More information

Comparison of Computerized Adaptive Testing and Classical Methods for Measuring Individual Change

Comparison of Computerized Adaptive Testing and Classical Methods for Measuring Individual Change Comparison of Computerized Adaptive Testing and Classical Methods for Measuring Individual Change Gyenam Kim Kang Korea Nazarene University David J. Weiss University of Minnesota Presented at the Item

More information

This is the publisher s copyrighted version of this article.

This is the publisher s copyrighted version of this article. Archived at the Flinders Academic Commons http://dspace.flinders.edu.au/dspace/ This is the publisher s copyrighted version of this article. The original can be found at: http://iej.cjb.net International

More information

Visualizing Success: Investigating the Relationship between Ability and Self-Efficacy in the Domain of Visual Processing

Visualizing Success: Investigating the Relationship between Ability and Self-Efficacy in the Domain of Visual Processing Visualizing Success: Investigating the Relationship between Ability and Self-Efficacy in the Domain of Visual Processing Jason Power, Jeffrey Buckley and Niall Seery Department of Design and Manufacturing

More information

MEASURING AFFECTIVE RESPONSES TO CONFECTIONARIES USING PAIRED COMPARISONS

MEASURING AFFECTIVE RESPONSES TO CONFECTIONARIES USING PAIRED COMPARISONS MEASURING AFFECTIVE RESPONSES TO CONFECTIONARIES USING PAIRED COMPARISONS Farzilnizam AHMAD a, Raymond HOLT a and Brian HENSON a a Institute Design, Robotic & Optimizations (IDRO), School of Mechanical

More information

ADOPTION OF RESOLUTION NO /17 ON SUFFICIENCY OF INSTRUCTIONAL MATERIALS. Educational Services October 4, 2016 Action #1 Page 1 of 1

ADOPTION OF RESOLUTION NO /17 ON SUFFICIENCY OF INSTRUCTIONAL MATERIALS. Educational Services October 4, 2016 Action #1 Page 1 of 1 TITLE: ADOPTION OF RESOLUTION NO. 06-16/17 ON SUFFICIENCY OF INSTRUCTIONAL MATERIALS Educational Services October 4, 2016 Action #1 Page 1 of 1 Prepared by: Hani Youssef, Assistant Superintendent Educational

More information

Using the Partial Credit Model

Using the Partial Credit Model A Likert-type Data Analysis Using the Partial Credit Model Sun-Geun Baek Korean Educational Development Institute This study is about examining the possibility of using the partial credit model to solve

More information

How Many Options do Multiple-Choice Questions Really Have?

How Many Options do Multiple-Choice Questions Really Have? How Many Options do Multiple-Choice Questions Really Have? ABSTRACT One of the major difficulties perhaps the major difficulty in composing multiple-choice questions is the writing of distractors, i.e.,

More information

Assessing the item response theory with covariate (IRT-C) procedure for ascertaining. differential item functioning. Louis Tay

Assessing the item response theory with covariate (IRT-C) procedure for ascertaining. differential item functioning. Louis Tay ASSESSING DIF WITH IRT-C 1 Running head: ASSESSING DIF WITH IRT-C Assessing the item response theory with covariate (IRT-C) procedure for ascertaining differential item functioning Louis Tay University

More information

Sense-making Approach in Determining Health Situation, Information Seeking and Usage

Sense-making Approach in Determining Health Situation, Information Seeking and Usage DOI: 10.7763/IPEDR. 2013. V62. 16 Sense-making Approach in Determining Health Situation, Information Seeking and Usage Ismail Sualman 1 and Rosni Jaafar 1 Faculty of Communication and Media Studies, Universiti

More information

Assessing the Validity and Reliability of a Measurement Model in Structural Equation Modeling (SEM)

Assessing the Validity and Reliability of a Measurement Model in Structural Equation Modeling (SEM) British Journal of Mathematics & Computer Science 15(3): 1-8, 2016, Article no.bjmcs.25183 ISSN: 2231-0851 SCIENCEDOMAIN international www.sciencedomain.org Assessing the Validity and Reliability of a

More information

Double perspective taking processes of primary children adoption and application of a psychological instrument

Double perspective taking processes of primary children adoption and application of a psychological instrument Double perspective taking processes of primary children adoption and application of a psychological instrument Cathleen Heil Leuphana University, IMD, Lüneburg, Germany; cathleen.heil@leuphana.de Perspective

More information

No part of this page may be reproduced without written permission from the publisher. (

No part of this page may be reproduced without written permission from the publisher. ( CHAPTER 4 UTAGS Reliability Test scores are composed of two sources of variation: reliable variance and error variance. Reliable variance is the proportion of a test score that is true or consistent, while

More information

The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation Multivariate Analysis of Variance

The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation Multivariate Analysis of Variance The SAGE Encyclopedia of Educational Research, Measurement, Multivariate Analysis of Variance Contributors: David W. Stockburger Edited by: Bruce B. Frey Book Title: Chapter Title: "Multivariate Analysis

More information

A Comparison of Several Goodness-of-Fit Statistics

A Comparison of Several Goodness-of-Fit Statistics A Comparison of Several Goodness-of-Fit Statistics Robert L. McKinley The University of Toledo Craig N. Mills Educational Testing Service A study was conducted to evaluate four goodnessof-fit procedures

More information

Comparability Study of Online and Paper and Pencil Tests Using Modified Internally and Externally Matched Criteria

Comparability Study of Online and Paper and Pencil Tests Using Modified Internally and Externally Matched Criteria Comparability Study of Online and Paper and Pencil Tests Using Modified Internally and Externally Matched Criteria Thakur Karkee Measurement Incorporated Dong-In Kim CTB/McGraw-Hill Kevin Fatica CTB/McGraw-Hill

More information

The Modification of Dichotomous and Polytomous Item Response Theory to Structural Equation Modeling Analysis

The Modification of Dichotomous and Polytomous Item Response Theory to Structural Equation Modeling Analysis Canadian Social Science Vol. 8, No. 5, 2012, pp. 71-78 DOI:10.3968/j.css.1923669720120805.1148 ISSN 1712-8056[Print] ISSN 1923-6697[Online] www.cscanada.net www.cscanada.org The Modification of Dichotomous

More information

Cognitive Design Principles and the Successful Performer: A Study on Spatial Ability

Cognitive Design Principles and the Successful Performer: A Study on Spatial Ability Journal of Educational Measurement Spring 1996, Vol. 33, No. 1, pp. 29-39 Cognitive Design Principles and the Successful Performer: A Study on Spatial Ability Susan E. Embretson University of Kansas An

More information

Multidimensionality and Item Bias

Multidimensionality and Item Bias Multidimensionality and Item Bias in Item Response Theory T. C. Oshima, Georgia State University M. David Miller, University of Florida This paper demonstrates empirically how item bias indexes based on

More information

Having your cake and eating it too: multiple dimensions and a composite

Having your cake and eating it too: multiple dimensions and a composite Having your cake and eating it too: multiple dimensions and a composite Perman Gochyyev and Mark Wilson UC Berkeley BEAR Seminar October, 2018 outline Motivating example Different modeling approaches Composite

More information

The Use of Multilevel Item Response Theory Modeling in Applied Research: An Illustration

The Use of Multilevel Item Response Theory Modeling in Applied Research: An Illustration APPLIED MEASUREMENT IN EDUCATION, 16(3), 223 243 Copyright 2003, Lawrence Erlbaum Associates, Inc. The Use of Multilevel Item Response Theory Modeling in Applied Research: An Illustration Dena A. Pastor

More information

THE ROLE AND IMPORTANCE OF PUBLIC RELATIONS IN THE UNIVERSITY ENVIRONMENT

THE ROLE AND IMPORTANCE OF PUBLIC RELATIONS IN THE UNIVERSITY ENVIRONMENT THE ROLE AND IMPORTANCE OF PUBLIC RELATIONS IN THE UNIVERSITY ENVIRONMENT Tiberius Iustinian STANCIU 1 Nicoleta CRISTACHE 2 Carolina TCACI 3 Irina TĂNĂSESCU 4 Cosmin MATIȘ 5 ABSTRACT The unprecedented

More information

PSYCHOMETRICS APPLIED TO HEALTHCARE PROFESSIONS EDUCATION

PSYCHOMETRICS APPLIED TO HEALTHCARE PROFESSIONS EDUCATION PSYCHOMETRICS APPLIED TO HEALTHCARE PROFESSIONS EDUCATION COURSE PROGRAMME Psychometric properties such as reliability and validity are essential components in the utility of assessment in medical education.

More information

Verification of multiple intelligences construct validity in an online instrument

Verification of multiple intelligences construct validity in an online instrument Available online at www.sciencedirect.com Procedia Social and Behavioral Sciences 9 (2010) 1894 1899 WCLTA 2010 Verification of multiple intelligences construct validity in an online instrument Siti Rahayah

More information

Lecturer: Dr. Benjamin Amponsah, Dept. of Psychology, UG, Legon Contact Information:

Lecturer: Dr. Benjamin Amponsah, Dept. of Psychology, UG, Legon Contact Information: WORKING MEMORY Lecturer: Dr. Benjamin Amponsah, Dept. of Psychology, UG, Legon Contact Information: bamponsah@ug.edu.gh College of Education School of Continuing and Distance Education 2014/2015 2016/2017

More information

GENERALIZABILITY AND RELIABILITY: APPROACHES FOR THROUGH-COURSE ASSESSMENTS

GENERALIZABILITY AND RELIABILITY: APPROACHES FOR THROUGH-COURSE ASSESSMENTS GENERALIZABILITY AND RELIABILITY: APPROACHES FOR THROUGH-COURSE ASSESSMENTS Michael J. Kolen The University of Iowa March 2011 Commissioned by the Center for K 12 Assessment & Performance Management at

More information

IJPSS Volume 2, Issue 7 ISSN:

IJPSS Volume 2, Issue 7 ISSN: Teachers` as a Leader and their Traits: Evidence from secondary level Dr.Tahseen Mehmood Aslam* Zulfiqar Ali** Ijaz Ahmad Tatlah*** Dr Muhammad Iqbal**** _ Abstract Teacher must act as a leader because

More information

Examining the efficacy of the Theory of Planned Behavior (TPB) to understand pre-service teachers intention to use technology*

Examining the efficacy of the Theory of Planned Behavior (TPB) to understand pre-service teachers intention to use technology* Examining the efficacy of the Theory of Planned Behavior (TPB) to understand pre-service teachers intention to use technology* Timothy Teo & Chwee Beng Lee Nanyang Technology University Singapore This

More information

Effect of Sample Size on Correlation and Regression Coefficients

Effect of Sample Size on Correlation and Regression Coefficients Effect of Sample Size on Correlation and Regression Coefficients Swati Gupta 1 Research Scholar, Department of Education, Aligarh Muslim University, India Dr. Mamun Ali Naji Qasem 2 Faculty of Education,

More information

Measurement issues in the use of rating scale instruments in learning environment research

Measurement issues in the use of rating scale instruments in learning environment research Cav07156 Measurement issues in the use of rating scale instruments in learning environment research Associate Professor Robert Cavanagh (PhD) Curtin University of Technology Perth, Western Australia Address

More information

The Effect of Review on Student Ability and Test Efficiency for Computerized Adaptive Tests

The Effect of Review on Student Ability and Test Efficiency for Computerized Adaptive Tests The Effect of Review on Student Ability and Test Efficiency for Computerized Adaptive Tests Mary E. Lunz and Betty A. Bergstrom, American Society of Clinical Pathologists Benjamin D. Wright, University

More information

LISREL analyses of the RIASEC model: Confirmatory and congeneric factor analyses of Holland's self-directed search

LISREL analyses of the RIASEC model: Confirmatory and congeneric factor analyses of Holland's self-directed search Bond University From the SelectedWorks of Gregory J. Boyle 1992 LISREL analyses of the RIASEC model: Confirmatory and congeneric factor analyses of Holland's self-directed search Gregory J. Boyle Sergio

More information

Psychological Experience of Attitudinal Ambivalence as a Function of Manipulated Source of Conflict and Individual Difference in Self-Construal

Psychological Experience of Attitudinal Ambivalence as a Function of Manipulated Source of Conflict and Individual Difference in Self-Construal Seoul Journal of Business Volume 11, Number 1 (June 2005) Psychological Experience of Attitudinal Ambivalence as a Function of Manipulated Source of Conflict and Individual Difference in Self-Construal

More information

References. Embretson, S. E. & Reise, S. P. (2000). Item response theory for psychologists. Mahwah,

References. Embretson, S. E. & Reise, S. P. (2000). Item response theory for psychologists. Mahwah, The Western Aphasia Battery (WAB) (Kertesz, 1982) is used to classify aphasia by classical type, measure overall severity, and measure change over time. Despite its near-ubiquitousness, it has significant

More information

A Study of Teacher Effectiveness of Secondary School Student In Relation To Their Emotional Intelligence

A Study of Teacher Effectiveness of Secondary School Student In Relation To Their Emotional Intelligence The International Journal of Indian Psychology ISSN 2348-5396 (e) ISSN: 2349-3429 (p) Volume 3, Issue 4, No. 66, DIP: 18.01.162/20160304 ISBN: 978-1-365-39396-9 http://www.ijip.in July-September, 2016

More information

Factors Influencing Undergraduate Students Motivation to Study Science

Factors Influencing Undergraduate Students Motivation to Study Science Factors Influencing Undergraduate Students Motivation to Study Science Ghali Hassan Faculty of Education, Queensland University of Technology, Australia Abstract The purpose of this exploratory study was

More information

REPORT. Technical Report: Item Characteristics. Jessica Masters

REPORT. Technical Report: Item Characteristics. Jessica Masters August 2010 REPORT Diagnostic Geometry Assessment Project Technical Report: Item Characteristics Jessica Masters Technology and Assessment Study Collaborative Lynch School of Education Boston College Chestnut

More information

The Influence of Test Characteristics on the Detection of Aberrant Response Patterns

The Influence of Test Characteristics on the Detection of Aberrant Response Patterns The Influence of Test Characteristics on the Detection of Aberrant Response Patterns Steven P. Reise University of California, Riverside Allan M. Due University of Minnesota Statistical methods to assess

More information

Influences of IRT Item Attributes on Angoff Rater Judgments

Influences of IRT Item Attributes on Angoff Rater Judgments Influences of IRT Item Attributes on Angoff Rater Judgments Christian Jones, M.A. CPS Human Resource Services Greg Hurt!, Ph.D. CSUS, Sacramento Angoff Method Assemble a panel of subject matter experts

More information

Estimating Item and Ability Parameters

Estimating Item and Ability Parameters Estimating Item and Ability Parameters in Homogeneous Tests With the Person Characteristic Function John B. Carroll University of North Carolina, Chapel Hill On the basis of monte carlo runs, in which

More information

Analysis test of understanding of vectors with the three-parameter logistic model of item response theory and item response curves technique

Analysis test of understanding of vectors with the three-parameter logistic model of item response theory and item response curves technique PHYSICAL REVIEW PHYSICS EDUCATION RESEARCH 12, 020135 (2016) Analysis test of understanding of vectors with the three-parameter logistic model of item response theory and item response curves technique

More information

The Influence of Psychological Empowerment on Innovative Work Behavior among Academia in Malaysian Research Universities

The Influence of Psychological Empowerment on Innovative Work Behavior among Academia in Malaysian Research Universities DOI: 10.7763/IPEDR. 2014. V 78. 21 The Influence of Psychological Empowerment on Innovative Work Behavior among Academia in Malaysian Research Universities Azra Ayue Abdul Rahman 1, Siti Aisyah Panatik

More information

A Study on Socio-Economic Status and Personality of Pupil Teachers with Special Reference to Gender

A Study on Socio-Economic Status and Personality of Pupil Teachers with Special Reference to Gender IOSR Journal of Research & Method in Education (IOSR-JRME) e-issn: 232 7388,p-ISSN: 232 737X Volume 4, Issue 3 Ver. II (May-Jun. 214), PP 37-43 A Study on Socio-Economic Status and Personality of Pupil

More information

&artid=3974

&artid=3974 / الموقف من العنف وانماطه(ا لا س ر ي وا لا ج ت ما ع ي وال س يا س ي) ب ين الن مو ذ ج ال ت ل فا ز ي والن مو ذ ج الواقع ي و ع لاق ت ه ما... بالن ظ ر ة الم س ت ق ب ل ي ة ل د ى ط ل ب ة ا لجامع ة (ا لج ز ء ال

More information

Empowered by Psychometrics The Fundamentals of Psychometrics. Jim Wollack University of Wisconsin Madison

Empowered by Psychometrics The Fundamentals of Psychometrics. Jim Wollack University of Wisconsin Madison Empowered by Psychometrics The Fundamentals of Psychometrics Jim Wollack University of Wisconsin Madison Psycho-what? Psychometrics is the field of study concerned with the measurement of mental and psychological

More information

Comparison Of Item Difficulty Index National Exams Package (Analysis Using Item Response Theory)

Comparison Of Item Difficulty Index National Exams Package (Analysis Using Item Response Theory) Comparison Of Item Difficulty Index National Exams Package (Analysis Using Item Response Theory) Yuliatri Sastra Wijaya* Universitas Negeri Jakarta *Corresponding author : yuliatri_sl@yahoo.com Abstract

More information

accuracy (see, e.g., Mislevy & Stocking, 1989; Qualls & Ansley, 1985; Yen, 1987). A general finding of this research is that MML and Bayesian

accuracy (see, e.g., Mislevy & Stocking, 1989; Qualls & Ansley, 1985; Yen, 1987). A general finding of this research is that MML and Bayesian Recovery of Marginal Maximum Likelihood Estimates in the Two-Parameter Logistic Response Model: An Evaluation of MULTILOG Clement A. Stone University of Pittsburgh Marginal maximum likelihood (MML) estimation

More information

THE APPLICATION OF ORDINAL LOGISTIC HEIRARCHICAL LINEAR MODELING IN ITEM RESPONSE THEORY FOR THE PURPOSES OF DIFFERENTIAL ITEM FUNCTIONING DETECTION

THE APPLICATION OF ORDINAL LOGISTIC HEIRARCHICAL LINEAR MODELING IN ITEM RESPONSE THEORY FOR THE PURPOSES OF DIFFERENTIAL ITEM FUNCTIONING DETECTION THE APPLICATION OF ORDINAL LOGISTIC HEIRARCHICAL LINEAR MODELING IN ITEM RESPONSE THEORY FOR THE PURPOSES OF DIFFERENTIAL ITEM FUNCTIONING DETECTION Timothy Olsen HLM II Dr. Gagne ABSTRACT Recent advances

More information

Does factor indeterminacy matter in multi-dimensional item response theory?

Does factor indeterminacy matter in multi-dimensional item response theory? ABSTRACT Paper 957-2017 Does factor indeterminacy matter in multi-dimensional item response theory? Chong Ho Yu, Ph.D., Azusa Pacific University This paper aims to illustrate proper applications of multi-dimensional

More information

Power of the test of One-Way Anova after transforming with large sample size data

Power of the test of One-Way Anova after transforming with large sample size data Available online at www.sciencedirect.com Procedia Social and Behavioral Sciences 9 (2010) 933 937 WCLTA-2010 Power of the test of One-Way Anova after transforming with large sample size data Natcha Mahapoonyanont

More information

CHAPTER 7 VALIDITY 7.1 INTRODUCTION THE CONCEPT OF VALIDITY THE METHOD OF DETERMINING VARIDITY TYPE OF VALIDITY...

CHAPTER 7 VALIDITY 7.1 INTRODUCTION THE CONCEPT OF VALIDITY THE METHOD OF DETERMINING VARIDITY TYPE OF VALIDITY... 235 CHAPTER 7 VALIDITY CONTENTS PAGE 7.1 INTRODUCTION... 236 7.2 THE CONCEPT OF VALIDITY...236 7.3 THE METHOD OF DETERMINING VARIDITY...237 7.4 TYPE OF VALIDITY... 238 7.5 CONTENT VALIDITY... 241 7.6 CONSTRUCT

More information