B. Zumbo

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A Handbook on the Theory and Methods of Differential Item Functioning (DIF) LOGISTIC REGRESSION MODELING AS A UNITARY FRAMEWORK FOR BINARY AND LIKERT-TYPE (ORDINAL) ITEM SCORES

B. Zumbo, 1999 .

Difference Scores From the Point of View of Reliability and Repeated-Measures ANOVA

D. R. Thomas, B. Zumbo, D. Roland Thomas, 2012 .

Embedding IRT in Structural Equation Models: A Comparison With Regression Based on IRT Scores

Irene R. R. Lu, D. R. Thomas, B. Zumbo, 2005 .

Estimating Ordinal Reliability for Likert-Type and Ordinal Item Response Data: A Conceptual, Empirical, and Practical Guide.

B. Zumbo, A. Gadermann, M. Guhn, 2012 .

A note on misconceptions concerning prospective and retrospective power

Bruno D. Zumbo, Anita M. Hubley, B. Zumbo, 1998 .

Ordinal Versions of Coefficients Alpha and Theta for Likert Rating Scales

Bruno D. Zumbo, B. Zumbo, A. Gadermann, 2007 .

The effectiveness of multi-component goal setting interventions for changing physical activity behaviour: a systematic review and meta-analysis

B. Zumbo, S. Harden, M. Beauchamp, 2016, Health psychology review.

The Impact of Predictor Variable(s) with Skewed Cell Probabilities on Wald Tests in Binary Logistic Regression

B. Zumbo, A. Alkhalaf, 2017 .

Uniform Sampling of One Factor Correlation Matrices with Applications to Psychometric Research

B. Zumbo, Oscar L Olvera Astivia, Oscar L. Olvera Astivia, 2019, Measurement: Interdisciplinary Research and Perspectives.

Understanding and Using Mediators and Moderators

Amery D. Wu, B. Zumbo, Amery Wu, 2008 .

Goal contents, motivation, psychological need satisfaction, well-being and physical activity: A test of self-determination theory over 6 months

B. Zumbo, P. Crocker, P. M. Wilson, 2014 .

Decoding the Meaning of Factorial Invariance and Updating the Practice of Multi-group Confirmatory Factor Analysis: A Demonstration With TIMSS Data

Amery D. Wu, B. Zumbo, Zhen Li, 2007 .

Louis Guttman's Contributions to Classical Test Theory

D. W. Zimmerman, Richard H. Williams, B. Zumbo, 2005 .

To Bayes or Not to Bayes, From Whether to When: Applications of Bayesian Methodology to Modeling

D. Dey, A. Rupp, B. Zumbo, 2004 .

On Variable Importance in Linear Regression

D. R. Thomas, B. Zumbo, E. Hughes, 1998 .

A retrospective case-control analysis of 2002 running injuries

J. Taunton, D. Clement, B. Zumbo, 2002, British journal of sports medicine.

A prospective study of running injuries: the Vancouver Sun Run “In Training” clinics

J. Taunton, D. Clement, B. Zumbo, 2003, British journal of sports medicine.

False Positives in Multiple Regression

Benjamin R. Shear, B. Zumbo, 2013 .

Rank Transformations and the Power of the Student T Test and Welch T' Test for Non-Normal Populations with Unequal Variances

D. W. Zimmerman, B. Zumbo, 1993 .

The Influence of Web- Versus Paper-based Formats on the Assessment of Tobacco Dependence: Evaluating the Measurement Invariance of the Dimensions of Tobacco Dependence Scale

Joy L. Johnson, B. Zumbo, P. Ratner, 2009, Substance abuse : research and treatment.

Self-reported physical and mental health status and quality of life in adolescents: a latent variable mediation model

Joy L. Johnson, J. Kopec, B. Zumbo, 2010, Health and quality of life outcomes.

Socio-demographic Correlates of Cigarette Smoking Among High School Students

Joy L. Johnson, B. Zumbo, J. Bottorff, 2004, Canadian Journal of Public Health.

Validation of the Dimensions of Tobacco Dependence Scale for adolescents.

Joy L. Johnson, B. Zumbo, J. Bottorff, 2007, Addictive behaviors.

Do School Bullying and Student—Teacher Relationships Matter for Academic Achievement? A Multilevel Analysis

B. Zumbo, S. Hymel, Zhen Li, 2010 .

Relative Power of the Wilcoxon Test, the Friedman Test, and Repeated-Measures ANOVA on Ranks

D. W. Zimmerman, B. Zumbo, 1993 .

A Glance at Coefficient Alpha with an Eye Towards Robustness Studies : Some Mathematical Notes and a Simulation Model

B. Zumbo, 1999 .

Running head:

A. Rupp, B. Zumbo, Kim Koh, 2003 .

Sample Invariance of the Structural Equation Model and the Item Response Model: A Case Study

B. Zumbo, K. Breithaupt, 2002 .

The operating characteristics of the nonparametric Levene test for equal variances with assessment and evaluation data

Bruno D. Zumbo, David W. Nordstokke, Donald H. Saklofske, 2011 .

Three Generations of DIF Analyses: Considering Where It Has Been, Where It Is Now, and Where It Is Going

Bruno D. Zumbo, B. Zumbo, 2007 .

Validity and the Consequences of Test Interpretation and Use

Bruno D. Zumbo, Anita M. Hubley, B. Zumbo, 2011 .

Psychometric characteristics of assessment procedures: An overview.

Bruno D. Zumbo, Anita M. Hubley, B. Zumbo, 2013 .

What Counts as Evidence: A Review of Validity Studies in Educational and Psychological Measurement

Bruno D. Zumbo, Benjamin R. Shear, B. Zumbo, 2014 .

Validity and Validation in Social, Behavioral, and Health Sciences

Bruno D. Zumbo, B. Zumbo, Eric K. H. Chan, 2014 .

Understanding and Investigating Response Processes in Validation Research

B. Zumbo, A. Hubley, 2017 .

The Effectiveness of Teamwork Training on Teamwork Behaviors and Team Performance: A Systematic Review and Meta-Analysis of Controlled Interventions

Mark R. Beauchamp, Bruno D. Zumbo, Mark A. Eys, 2017, PloS one.

Impact of Outliers Arising From Unintended and Unknowingly Included Subpopulations on the Decisions About the Number of Factors in Exploratory Factor Analysis

B. Zumbo, Yan Liu, 2012 .

The Impact of Outliers on Cronbach's Coefficient Alpha Estimate of Reliability: Visual Analogue Scales

Yan Liu, Bruno D. Zumbo, B. Zumbo, 2007 .

Is the selection of statistical methods governed by level of measurement

Bruno D. Zumbo, D. W. Zimmerman, Donald W. Zimmerman, 1993 .

Can Percentiles Replace Raw Scores in the Statistical Analysis of Test Data?

Bruno D. Zumbo, D. W. Zimmerman, Donald W. Zimmerman, 2005 .

Development and Psychometric Properties of the Transformational Teaching Questionnaire

B. Zumbo, J. Barling, M. Beauchamp, 2010, Journal of health psychology.

Getting the most out of intensive longitudinal data: a methodological review of workload–injury studies

Tim J Gabbett, Johann Windt, Karim M Khan, 2018, BMJ Open.

Differential Domain Functioning on the Numeracy Component of the Foundation Skills Assessment: Bringing the Context into Picture by Investigating Sociological / Community Moderated Test and Item Bias

B. Zumbo, M. N. Gelin, 2003 .

Access to Health Care: Social Determinants of Preventive Cancer Screening Use in Northern British Columbia

B. Zumbo, S. Barton, A. Browne, 2002 .

Parametric Alternatives to the Student T Test under Violation of Normality and Homogeneity of Variance

Bruno D. Zumbo, D. W. Zimmerman, Donald W. Zimmerman, 1992 .

Educational outcomes among survivors of childhood cancer in British Columbia, Canada

J. Spinelli, M. McBride, B. Zumbo, 2009, Cancer.

An Individual Differences Measure of Attributions Affecting Helping Behavior

B. Zumbo, N. C. Higgins, 2019 .

Psychological need satisfaction and thwarting: A test of Basic Psychological Needs Theory in physical activity contexts ☆

Bruno D. Zumbo, Katie E. Gunnell, Philip M. Wilson, 2013 .

Do They Make a Difference? The Impact of English Language Programs on Second Language Students in Canadian Universities

B. Zumbo, Liying Cheng, Janna Fox, 2014 .

Investigating Sources of Differential Item Functioning in International Large-Scale Assessments Using a Confirmatory Approach

B. Zumbo, K. Ercikan, M. Oliveri, 2013 .

An ecological view of measurement: Focus on multilevel model explanation of differential item functioning

B. Zumbo, Pamela Woitschach, Rubén Fernández-Alonso, 2019, Psicothema.

Randomization test for coupled data

B. Zumbo, 1996, Perception & psychophysics.

The Geometry of Probability, Statistics, and Test Theory

D. W. Zimmerman, B. Zumbo, 2001 .

Coefficient Alpha as an Estimate of Test Reliability Under Violation of Two Assumptions

Bruno D. Zumbo, D. W. Zimmerman, Donald W. Zimmerman, 1993 .

Transformational Teaching and Adolescent Physical Activity: Multilevel and Mediational Effects

Luc J. Martin, B. Zumbo, J. Barling, 2014, International Journal of Behavioral Medicine.

The Relative Power of the Wilcoxon-Mann-Whitney Test and Student t Test Under Simple Bounded Transformations.

D. W. Zimmerman, B. Zumbo, 1990, The Journal of general psychology.

Life Satisfaction in Early Adolescence: Personal, Neighborhood, School, Family, and Peer Influences

B. Zumbo, K. Schonert-Reichl, E. Oberle, 2011, Journal of youth and adolescence.

Regular Articles Application of a New Procedure for Power Analysis and Comparison of the Adjusted Univariate and Multivariate Tests in Repeated Measures Designs

Sean W. Mulvenon, B. Zumbo, Kening Wang, 2007 .

The relative power of parametric and nonparametric statistical methods.

Bruno D. Zumbo, D. W. Zimmerman, Donald W. Zimmerman, 1993 .

Population models and simulation methods: The case of the Spearman rank correlation

B. Zumbo, O. L. O. Astivia, 2017, The British journal of mathematical and statistical psychology.

Responsible Modeling of Measurement Data for Appropriate Inferences: Important Advances in Reliability and Validity Theory

A. Rupp, B. Zumbo, 2004 .

Testing and measurement from a multilevel view: Psychometrics and validation.

B. Zumbo, B. Forer, 2011 .

Opening Remarks to the Special Issue on Validation Theory and Research for a Population-Level Measure of Children’s Development, Wellbeing, and School Readiness

C. Hertzman, B. Zumbo, M. Guhn, 2011 .

Validation of Multilevel Constructs: Validation Methods and Empirical Findings for the EDI

B. Zumbo, B. Forer, 2011 .

Investigating Validity Evidence of the Satisfaction with Life Scale Adapted for Children

B. Zumbo, A. Gadermann, K. Schonert-Reichl, 2010 .

The use of population‐level data to advance interdisciplinary methodology: a cell‐through‐society sampling framework for child development research

C. Hertzman, B. Zumbo, M. Guhn, 2009 .

An analysis of running injuries at Vancouver Sun Run In Training clinics

Karim M. Khan, Bruno D. Zumbo, J. Taunton, 2003 .

Measuring Agonias Among Female Portuguese Immigrants: Construct Description and Psychometric Properties

Susan L. Slocum, B. Zumbo, S. James, 2004 .

Effects of social belonging and task framing on exercise cognitions and behavior.

Luc J. Martin, B. Zumbo, T. Schmader, 2014, Journal of sport & exercise psychology.

Differential Item Functioning of the Center for Epidemiologic Studies Depression Scale Among Chinese Adolescents

B. Zumbo, A. Gadermann, Chris Richardson, 2021, Journal of Immigrant and Minority Health.

Development of a scale of Sense of Community in university online courses

B. Zumbo, S. Cacciamani, V. Perrucci, 2018, Distance Education.

Accuracy of mixture item response theory models for identifying sample heterogeneity in patient-reported outcomes: a simulation study

Lara B. Russell, L. Lix, B. Zumbo, 2022, Quality of Life Research.

Is it getting better? An analytical method to test trends in health disparities, with tobacco use among sexual minority vs. heterosexual youth as an example

B. Zumbo, E. Saewyc, Yuko Homma, 2016, International Journal for Equity in Health.

Reporting of Measurement Validity in Articles Published in Quality of Life Research

B. Zumbo, Ira Darmawanti, Eric K. H. Chan, 2014 .

Understanding Test-Taking Strategies for a Reading Comprehension Test via Latent Variable Regression with Pratt’s Importance Measures

Amery D. Wu, B. Zumbo, 2017 .

Occupational Engagement Scale–Student

B. Zumbo, T. Krieshok, Daniel W. Cox, 2015 .

A Cautionary Note on the Use of the Vale and Maurelli Method to Generate Multivariate, Nonnormal Data for Simulation Purposes

B. Zumbo, Oscar L Olvera Astivia, Oscar L. Olvera Astivia, 2015, Educational and psychological measurement.

Sample Heterogeneity and the Measurement Structure of the Multidimensional Students’ Life Satisfaction Scale

Joy L. Johnson, J. Kopec, B. Zumbo, 2009, Social indicators research.

A Propensity Score Method for Investigating Differential Item Functioning in Performance Assessment

B. Zumbo, Michelle Y. Chen, Yan Liu, 2020, Educational and psychological measurement.

Healthy Days, Health Satisfaction and Satisfaction with the Overall Quality of Life

A. Michalos, B. Zumbo, 2002 .

Some Remarks on Rao and Lovric’s ‘Testing Point Null Hypothesis of a Normal Mean and the Truth: 21st Century Perspective’

B. Zumbo, Edward Kroc, 2016 .

Health and the Quality of Life

A. Michalos, B. Zumbo, A. Hubley, 2000 .

Vancouver Sun Run ' ' In Training ' ' clinics A prospective study of running injuries : the

J. Taunton, D. Clement, B. Zumbo, 2003 .

Access to Health Care: Social Determinants of Preventive Cancer Screening Use in Northern British Columbia

B. Zumbo, S. Barton, A. Browne, 2002 .

A Methodology for Zumbo’s Third Generation DIF Analyses and the Ecology of Item Responding

Benjamin R. Shear, Amery D. Wu, B. Zumbo, 2015 .

On the solution multiplicity of the Fleishman method and its impact in simulation studies

B. Zumbo, Oscar L Olvera Astivia, Oscar L. Olvera Astivia, 2018, British Journal of Mathematical & Statistical Psychology.

Quality of Life in Jasper, Alberta

A. Michalos, B. Zumbo, 2000 .

Public Services and the Quality of Life

A. Michalos, B. Zumbo, 1999 .

Determinants of Health and the Quality of Life in the Bella Coola Valley

A. Michalos, B. Zumbo, H. Thommasen, 2005 .

Continuous-Time Modeling of the Bidirectional Relationship Between Incidental Affect and Physical Activity.

B. Zumbo, R. Rhodes, A. Wright, 2022, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

Measurement and Statistical Analysis Issues With Longitudinal Assessment Data

B. Zumbo, Yan Liu, Amery Wu, 2012 .

Health and Other Aspects of the Quality of Life of Older People

A. Michalos, B. Zumbo, A. Hubley, 2001 .

National and International Educational Achievement Testing: A Case of Multi-level Validation Framed by the Ecological Model of Item Responding

Benjamin R. Shear, B. Zumbo, Yan Liu, 2017 .

Susceptibility to smoking among White and Chinese nonsmoking adolescents in Canada.

Joy L. Johnson, B. Zumbo, J. Bottorff, 2008, Public health nursing.

A Made-in-Canada Second Language Framework for K-12 Education: Another Case Where No Prophet is Accepted in their Own Land

B. Zumbo, M. Bournot-Trites, L. Friesen, 2020 .

Maladaptive Schemas and Posttraumatic Stress Disorder Symptom Severity: Investigating the Mediating Role of Posttraumatic Negative Self-Appraisals among Patients in a Partial Hospitalization Program

Chad T. Wetterneck, B. Zumbo, Daniel W. Cox, 2022 .

The Role of Item Distributions on Reliability Estimation: The Case of Cronbach’s Coefficient Alpha

B. Zumbo, Edward Kroc, Oscar L. Olvera Astivia, 2020, Educational and psychological measurement.

Advances in Psychometric Methods for Measuring the Subjective Aspects of Well-Being

A. Michalos, B. Zumbo, 2014 .

Accuracy of mixture item response theory models for identifying sample heterogeneity in patient-reported outcomes: a simulation study

Lara B. Russell, L. Lix, B. Zumbo, 2022, Quality of Life Research.

Evaluation of a Group Intervention for Veterans Who Experienced Military-Related Trauma

B. Zumbo, M. Westwood, Daniel W. Cox, 2014, International journal of group psychotherapy.

Psychological needs and exercise behaviour: a comparison of two psychological needs models.

B. Zumbo, R. Rhodes, G. Faulkner, 2022, Psychology & health.

Psychometric Properties of the Spence Children’s Anxiety Scale: Parent Report in Children with Autism Spectrum Disorder

L. Zwaigenbaum, P. Szatmari, B. Zumbo, 2017, Journal of Autism and Developmental Disorders.

Criminal Victimization and the Quality of Life

A. Michalos, B. Zumbo, 2000 .

Invariance Testing of the SF-36 Health Survey in Women Breast Cancer Survivors: Do Personal and Cancer-related Variables Influence the Meaning of Quality of Life Items?

B. Zumbo, P. Crocker, A. Mosewich, 2011, Social Indicators Research.

Measuring the Quality of Life and the Construction of Social Indicators

Filomena Maggino, Bruno D. Zumbo, B. Zumbo, 2012 .

Application of a New Procedure for Power Analysis and Comparison of the Adjusted Univariate and Multivariate Tests in Repeated Measures Designs

Sean W. Mulvenon, B. Zumbo, Kening Wang, 2007 .

A New Nonparametric Levene Test for Equal Variances

Bruno D. Zumbo, David W. Nordstokke, B. Zumbo, 2010 .

Aligned Rank Tests for Interactions in Split-Plot Designs: Distributional Assumptions and Stochastic Heterogeneity

T. Mark Beasley, Bruno D. Zumbo, T. Beasley, 2009 .

Latent variable mixture models: a promising approach for the validation of patient reported outcomes

J. Kopec, B. Zumbo, P. Ratner, 2012, Quality of Life Research.

Translating and adapting measurement instruments for cross-linguistic and cross-cultural research: a guide for practitioners.

E. Kristjansson, B. Zumbo, A. Desrochers, 2003, The Canadian journal of nursing research = Revue canadienne de recherche en sciences infirmieres.

Journal of Modern Applied Statistical Methods Resolving the Issue of How Reliability Is Related to Statistical Power: Adhering to Mathematical Definitions Recommended Citation

D. W. Zimmerman, B. Zumbo, Zumbo, 2022 .

The Development and Psychometric Properties of the Multidimensional Assessment of Teamwork in Sport.

B. Zumbo, M. Eys, M. Beauchamp, 2018, Journal of sport & exercise psychology.

General, Health-Specific, and Housing-Specific Self-Efficacy Scales: Preliminary Reliability and Validity Evidence with Homeless or Vulnerably Housed Adults

B. Zumbo, A. Hubley, S. Shankar, 2017 .

Factor analysis of the Parenting Stress Index‐Short Form with parents of young children with autism spectrum disorders

S. Bryson, E. Fombonne, W. Roberts, 2011, Autism research : official journal of the International Society for Autism Research.

Concurrent Validity of Office Discipline Referrals and Cut Points Used in Schoolwide Positive Behavior Support

B. Zumbo, K. McIntosh, D. Carter, 2009 .

Pain reactivity and somatization in kindergarten-age children.

B. Zumbo, K. Prkachin, Cindy L. Hardy, 2003, Journal of pediatric psychology.

Differential Item Functioning Results May Change Depending On How An Item Is Scored: An Illustration With The Center For Epidemiologic Studies Depression Scale

B. Zumbo, M. N. Gelin, 2003 .

Validation Theory and Research for a Population-Level Measure of Children’s Development, Wellbeing, and School Readiness

C. Hertzman, B. Zumbo, M. Guhn, 2011 .

The robustness of validity and efficiency of the related samples t-test in the presence of outliers

Bruno D. Zumbo, B. Zumbo, Martha. Jennings, 2002 .

Socio-demographic Correlates of Cigarette Smoking Among High School Students

Joy L. Johnson, B. Zumbo, J. Bottorff, 2004, Canadian Journal of Public Health.

A Validation Study of the Mindful Attention Awareness Scale Adapted for Children

B. Zumbo, A. Gadermann, K. Schonert-Reichl, 2014 .

A Critique of the Conventional Methods of Survey Item Transformations, with an Eye to Quantification

B. Zumbo, Pamela Woitschach, 2021 .

ON OPTIMIZING MULTI‐LEVEL DESIGNS: POWER UNDER BUDGET CONSTRAINTS

Todd C. Headrick, Bruno D. Zumbo, B. Zumbo, 2005 .

A Measurement Is a Choice and Stevens’ Scales of Measurement Do Not Help Make It: A Response to Chalmers

Bruno D. Zumbo, Edward Kroc, B. Zumbo, 2019, Educational and psychological measurement.

Extending transformational leadership theory to parenting and adolescent health behaviours: an integrative and theoretical review

L. Mâsse, B. Zumbo, R. Rhodes, 2010 .

Comparison of Aligned Friedman Rank and Parametric Methods for Testing Interactions in Split-Plot Designs

T. Mark Beasley, Bruno D. Zumbo, T. Beasley, 2002, Comput. Stat. Data Anal..

Investigation of the Robust Rank-Order Test for Non-Normal Populations with Unequal Variances: The Case of Reaction Time

Bruno D. Zumbo, B. Zumbo, D. Coulombe, 1997 .

Reporting of Measurement Validity in Articles Published in Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement

B. Zumbo, Ira Darmawanti, Eric K. H. Chan, 2014 .

Investigating the Performance of Propensity Score Approaches for Differential Item Functioning Analysis

P. Gustafson, B. Zumbo, Chanmin Kim, 2020 .

Is Difference in Measurement Outcome between Groups Differential Responding, Bias or Disparity? A Methodology for Detecting Bias and Impact from an Attributional Stance

B. Zumbo, Yan Liu, Danjie Zou, 2017, Front. Educ..

Investigating Causal DIF via Propensity Score Methods.

P. Gustafson, B. Zumbo, Yan Liu, 2016 .

An Anthropologist Among the Psychometricians: Assessment Events, Ethnography, and Differential Item Functioning in the Mongolian Gobi

B. Zumbo, B. Maddox, B. Tay-Lim, 2015 .

Effects of Population Heterogeneity on Accuracy of DIF Detection

B. Zumbo, K. Ercikan, M. Oliveri, 2014 .

Uncovering Substantive Patterns in Student Responses in International Large-Scale Assessments—Comparing a Latent Class to a Manifest DIF Approach

B. Zumbo, K. Ercikan, M. Oliveri, 2014 .

Binary Logistic Regression Analysis for Detecting Differential Item Functioning

B. Zumbo, M. D. Hidalgo, J. Gómez-Benito, 2014 .

Effectiveness of Combining Statistical Tests and Effect Sizes When Using Logistic Discriminant Function Regression to Detect Differential Item Functioning for Polytomous Items

B. Zumbo, M. D. Hidalgo, J. Gómez-Benito, 2013 .

Analysis of Sources of Latent Class Differential Item Functioning in International Assessments

B. Zumbo, K. Ercikan, M. Oliveri, 2013 .

The Impact of Outliers on Cronbach’s Coefficient Alpha Estimate of Reliability: Ordinal/Rating Scale Item Responses

Yan Liu, Bruno D. Zumbo, Amery D. Wu, 2010 .

The Dimensionality and Gender Differential Item Functioning of the Mini Asthma Quality of Life Questionnaire (MiniAQLQ)

B. Carleton, B. Zumbo, M. A. Smith, 2004 .

Validation Practices of the Objective Structured Clinical Examination (OSCE)

B. Zumbo, T. Ark, Neelam Ark, 2014 .

A Demonstration of the Impact of Outliers on the Decisions About the Number of Factors in Exploratory Factor Analysis

Yan Liu, Bruno D. Zumbo, Amery D. Wu, 2012 .

GrOup based physical Activity for oLder adults (GOAL) randomized controlled trial: study protocol

P. Estabrooks, B. Zumbo, R. Rhodes, 2015, BMC Public Health.

Sexual Health and Risk Behaviour among East Asian Adolescents in British Columbia.

Sabrina T. Wong, B. Zumbo, E. Saewyc, 2013, The Canadian journal of human sexuality.

The Role of Occupational Characteristics and Occupational Imbalance in Explaining Well-being

B. Zumbo, T. Jarus, C. Backman, 2010 .

Psychometric Evaluation of the Six-Item Version of the Multigroup Ethnic Identity Measure with East Asian Adolescents in Canada

Sabrina T. Wong, B. Zumbo, E. Saewyc, 2014, Identity.

Predictors of changes in running and smoking identity among individuals in the Run to Quit smoking cessation program

B. Zumbo, R. Rhodes, G. Faulkner, 2023, Psychology of Sport and Exercise.

Development of a multidimensional measure of tobacco dependence in adolescence.

Joy L. Johnson, B. Zumbo, J. Bottorff, 2005, Addictive behaviors.

Assessing Psychological Need Satisfaction in Exercise Contexts: Issues of Score Invariance, Item Modification, and Context

B. Zumbo, P. Crocker, D. Mack, 2012 .

A review of the psychometric properties of the CRAFFT instrument: 1999-2010.

B. Zumbo, G. Poole, S. Dhalla, 2011, Current drug abuse reviews.

Scoping review of response shift methods: current reporting practices and recommendations

L. Lix, B. Zumbo, T. Sajobi, 2018, Quality of Life Research.

Validation Practices in Counseling: Major Journals, Mattering Instruments, and the Kuder Occupational Interest Survey (KOIS)

B. Zumbo, Eric K. H. Chan, D. Munro, 2014 .

Does the EDI Measure School Readiness in the Same Way Across Different Groups of Children?

B. Zumbo, A. Gadermann, M. Guhn, 2007 .

The Role of Supportive Adults in Promoting Positive Development in Middle Childhood

C. Hertzman, B. Zumbo, M. Guhn, 2014 .

Social-emotional competencies make the grade: Predicting academic success in early adolescence☆

C. Hertzman, B. Zumbo, K. Schonert-Reichl, 2014 .

Bias in Estimation and Hypothesis Testing of Correlation

Bruno D. Zumbo, D. W. Zimmerman, Donald W. Zimmerman, 2003 .

A Systematic Review of Validation Practices for the Goal Attainment Scaling Measure

S. Marshall, B. Zumbo, S. Shankar, 2020, Journal of Psychoeducational Assessment.

Response Processes in the Context of Validity: Setting the Stage

B. Zumbo, A. Hubley, 2017 .

Postscript: Some Closing Comments on "Alternatives to Classical Statistics" (Normal Theory)

D. W. Zimmerman, B. Zumbo, 1993 .

The Accuracy of Computerized Adaptive Testing in Heterogeneous Populations: A Mixture Item-Response Theory Analysis

Richard Sawatzky, Pamela A Ratner, Jacek A Kopec, 2016, PloS one.

Quantifying Bimodality Part 2: A Likelihood Ratio Test for the Comparison of a Unimodal Normal Distribution and a Bimodal Mixture of Two Normal Distributions. Bruno D. Zumbo is

B. Zumbo, B. W. Frankland, 2009 .

Quantifying Bimodality Part I: An Easily Implemented Method Using SPSS

B. Zumbo, B. W. Frankland, 2002 .

Specialized Tests for Detecting Treatment Effects in the Two-Sample Problem.

Robert A. Cribbie, H. Keselman, R. Cribbie, 1997 .

Structural Equation Modeling and Test Validation

Bruno D. Zumbo, B. Zumbo, 2005 .

A Cautionary Tale about Levene's Tests for Equal Variances

Bruno D. Zumbo, David W. Nordstokke, B. Zumbo, 2007 .

The Continuity Principle in Psychological Research: An Introduction to Robust Statistics

John C. Lind, Bruno D. Zumbo, J. Lind, 1993 .

Analysis of dynamic psychological processes to understand and promote physical activity behaviour using intensive longitudinal methods: a primer

B. Zumbo, R. Rhodes, M. Beauchamp, 2021, Health psychology review.

On Johnson's (2000) Relative Weights Method for Assessing Variable Importance: A Reanalysis

Bruno D Zumbo, Ernest Kwan, D Roland Thomas, 2014, Multivariate behavioral research.

Is variety a spice of (an active) life?: perceived variety, exercise behavior, and the mediating role of autonomous motivation.

B. Zumbo, P. Crocker, S. Sweet, 2014, Journal of sport & exercise psychology.

Regular Articles: Relative Importance of Predictors in Multilevel Modeling

B. Zumbo, Yan Liu, Amery Wu, 2014 .

General Piecewise Growth Mixture Model: Word Recognition Development for Different Learners in Different Phases

L. Siegel, B. Zumbo, Amery Wu, 2011 .

When Measures Change over Time: A Workable Solution for Analysing Change and Growth across Multiple Waves

L. Siegel, B. Zumbo, J. Lloyd, 2009 .

The Relation between Outside of School Factors and Mathematics Achievement: A Cross-Country Study among the U.S. and Five Top-Performing Asian Countries.

B. Zumbo, Yan Liu, Amery Wu, 2006 .

The relationship between transformational teaching and adolescent physical activity: The mediating roles of personal and relational efficacy beliefs

B. Zumbo, B. Jackson, C. Shields, 2015, Journal of Health Psychology.

Does Weighting Capture What’s Important? Revisiting Subjective Importance Weighting with a Quality of Life Measure

Lara B. Russell, B. Zumbo, A. Hubley, 2006 .

An Investigation of Measures of Modern and Old-Fashioned Sexism

B. Zumbo, M. Morrison, T. Morrison, 1999 .

Behavior predictors of language development over 2 years in children with autism spectrum disorders.

B. Zumbo, P. Mirenda, K. D. Bopp, 2009, Journal of speech, language, and hearing research : JSLHR.

Psychosocial predictors of changes in adolescent girls' physical activity and dietary behaviors over the course of the Go Girls! group-based mentoring program.

B. Zumbo, T. Schmader, M. Beauchamp, 2016, Health education research.

Heteroskedasticity in Multiple Regression Analysis: What it is, How to Detect it and How to Solve it with Applications in R and SPSS.

Oscar L. Olvera Astivia, Bruno D. Zumbo, B. Zumbo, 2019 .

Montreal Accord on Patient-Reported Outcomes (PROs) use series-Paper 7: modern perspectives of measurement validation emphasize justification of inferences based on patient reported outcome scores.

L. Lix, J. Jutai, B. Zumbo, 2017, Journal of clinical epidemiology.

Longitudinal Change in Response Processes: A Response Shift Perspective

L. Lix, B. Zumbo, T. Sajobi, 2017 .

Standard-setting methodology: Establishing performance standards and setting cut-scores to assist score interpretation.

B. Zumbo, 2016, Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme.

(Mis)Alignment of Medical Education Validation Research with Contemporary Validity Theory: The Mini-CEX as an Example

B. Zumbo, Debra Sandilands, 2014 .

Hazards in Choosing Between Pooled and Separate Variances t Tests

D. W. Zimmerman, B. Zumbo, 2009 .

Correction for Nonindependence of Sample Observations in ANOVA "F" Tests

D. W. Zimmerman, B. Zumbo, 1992 .

Reliability of Measurement and Power of Significance Tests Based on Differences

Bruno D. Zumbo, D. W. Zimmerman, Donald W. Zimmerman, 1993 .

Satisfaction With Life Scale Adapted for Children

B. Zumbo, A. Gadermann, K. Schonert-Reichl, 2015 .

Psychometric Evaluation of the Hebrew Language Version of the Satisfaction with Life Scale

B. Zumbo, T. Jarus, D. Anaby, 2010 .

Further Support for Multidimensionality Within the Rosenberg Self-Esteem Scale

B. Zumbo, P. Ratner, C. Richardson, 2009 .

Investigating the Intra-Individual Variability and Trajectories of Subjective Well-being

Bruno D. Zumbo, B. Zumbo, A. Gadermann, 2007 .

Variety support and exercise adherence behavior: experimental and mediating effects

Mark R. Beauchamp, Narelle Eather, Martyn Standage, 2015, Journal of Behavioral Medicine.

Using Pratt's Importance Measures in Confirmatory Factor Analyses

B. Zumbo, Amrey D. Wu, 2017 .

A method to aid in the interpretation of EFA results: An application of Pratt’s measures

S. Marshall, B. Zumbo, Amery Wu, 2014 .

Calibration of Measurements

B. Zumbo, Edward Kroc, 2019, Journal of Modern Applied Statistical Methods.

4-16-2019 Calibration of Measurements

B. Zumbo, Edward Kroc, 2019 .

Item Characteristic Curve Estimation of Signal Detection Theory-Based Personality Data: A Two-Stage Approach to Item Response Modeling

B. Zumbo, Kevin M. Williams, 2003 .

Correction of the Student T Statistic for Nonindependence of Sample Observations

D. W. Zimmerman, Richard H. Williams, B. Zumbo, 1992 .

Validity and reliability of physical employment standards.

B. Zumbo, M. Tipton, G. Milligan, 2016, Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme.

Transformational teaching and child psychological needs satisfaction, motivation, and engagement in elementary school physical education.

Yan Liu, B. Zumbo, M. Beauchamp, 2012 .

"To Tech or Not to Tech?" A Critical Decision-Making Framework for Implementing Technology in Sport.

David Taylor, Johann Windt, Kerry MacDonald, 2020, Journal of athletic training.

In defense of Pratt's variable importance axioms: A response to Gromping

D. R. Thomas, B. Zumbo, Ernest Kwan, 2018 .

How to think clearly about the central limit theorem.

B. Zumbo, O. L. O. Astivia, Edward Kroc, 2022, Psychological methods.

The application of transformational leadership theory to parenting: questionnaire development and implications for adolescent self-regulatory efficacy and life satisfaction.

L. Mâsse, B. Zumbo, R. Rhodes, 2011, Journal of sport & exercise psychology.

A Method for Simulating Multivariate Non Normal Distributions with Specified Standardized Cumulants and Intraclass Correlation Coefficients

Todd C. Headrick, Bruno D. Zumbo, B. Zumbo, 2008, Commun. Stat. Simul. Comput..

Process and Product in Computer-Based Assessments

B. Zumbo, B. Maddox, Naomi M. Care, 2023, European Journal of Psychological Assessment.

Investigating the Comparability of a Self-Report Measure of Childhood Bullying Across Countries

P. Slee, B. Zumbo, D. Pepler, 2009 .

A Note on the Dimensionality of Quality of Life Scales: An Illustration with the Satisfaction with Life Scale (SWLS)

A. Michalos, E. Diener, B. Zumbo, 2009 .

A Dialectic on Validity: Where We Have Been and Where We Are Going

B. Zumbo, A. Hubley, 1996 .

Context Effects on Examinations: The Effects of Time, Item Order and Item Difficulty

B. Zumbo, A. Perlini, D. L. Lind, 1998 .

Assessing the Unidimensionality of Psychological Scales: Using Multiple Criteria from Factor Analysis

Bruno D. Zumbo, B. Zumbo, Suzanne L. Slocum-Gori, 2011 .

Understanding Parameter Invariance in Unidimensional IRT Models

André A. Rupp, Bruno D. Zumbo, A. Rupp, 2006 .

Validation Practices in the Social, Behavioral, and Health Sciences: A Synthesis of Syntheses

B. Zumbo, J. Lyons-Thomas, Yan Liu, 2014 .

Reflections on Validation Practices in the Social, Behavioral, and Health Sciences

B. Zumbo, Eric K. H. Chan, 2014 .

Validity Evidence in the Journal of Educational Psychology: Documenting Current Practice and a Comparison with Earlier Practice

Rebecca J. Collie, B. Zumbo, R. Collie, 2014 .

Setting the Stage for Validity and Validation in Social, Behavioral, and Health Sciences: Trends in Validation Practices

B. Zumbo, Eric K. H. Chan, 2014 .

Reporting of Validity Evidence in the Field of Health Care: A Focus on Papers Published in Value in Health

B. Zumbo, Ira Darmawanti, Eric K. H. Chan, 2014 .

Medical Outcomes Study Short Form-36 (SF-36) and the World Health Organization Quality of Life (WHOQoL) Assessment: Reporting of Psychometric Validity Evidence

B. Zumbo, Ira Darmawanti, Eric K. H. Chan, 2014 .

Investigating the Substantive Aspect of Construct Validity for the Satisfaction with Life Scale Adapted for Children: A Focus on Cognitive Processes

B. Zumbo, A. Gadermann, M. Guhn, 2011 .

3 Validity: Foundational Issues and Statistical Methodology

Bruno D. Zumbo, B. Zumbo, 2006 .

Impact of Measurement Error on Statistical Power: Review of an Old Paradox

D. W. Zimmerman, Richard H. Williams, B. Zumbo, 1995 .

Assembled validity: rethinking Kane’s argument-based approach in the context of International Large-Scale Assessments (ILSAs)

B. Zumbo, Camilla Addey, B. Maddox, 2020 .

Transforming Coercive Processes in Family Routines: Family Functioning Outcomes for Families of Children with Developmental Disabilities

B. Zumbo, J. Lucyshyn, L. Miller, 2018, Journal of Child and Family Studies.

On Models and Modeling in Measurement and Validation Studies

Bruno D. Zumbo, B. Zumbo, 2017 .

Does item-level DIF manifest itself in scale-level analyses? Implications for translating language tests

B. Zumbo, 2003 .

Re-Visiting Exploratory Methods for Construct Comparability: Is There Something to be Gained From the Ways of Old?

R. Hambleton, S. Sireci, B. Zumbo, 2003 .

A Test of the Age-Based Measurement Invariance and Temporal Stability of Antonovsky's Sense of Coherence Scale

B. Zumbo, P. Ratner, C. Richardson, 2007 .

The Interplay Between Survey Research and Psychometrics, with a Focus on Validity Theory

B. Zumbo, José-Luis Padilla, 2020 .

Effect of Outliers on the Relative Power of Parametric and Nonparametric Statistical Tests

Bruno D. Zumbo, D. W. Zimmerman, Donald W. Zimmerman, 1990 .

Relative Importance of Predictors in Multilevel Modeling

B. Zumbo, Yan Liu, Amery Wu, 2014 .

Psychometric Properties of the Spence Children’s Anxiety Scale: Parent Report in Children with Autism Spectrum Disorder

L. Zwaigenbaum, P. Szatmari, B. Zumbo, 2017, Journal of autism and developmental disorders.

Why do workload spikes cause injuries, and which athletes are at higher risk? Mediators and moderators in workload–injury investigations

Tim J Gabbett, Johann Windt, Kerry MacDonald, 2017, British Journal of Sports Medicine.

Minimal impact of response shift for SF-12 mental and physical health status in homeless and vulnerably housed individuals: an item-level multi-group analysis

B. Zumbo, A. Gadermann, T. Aubry, 2017, Quality of Life Research.

ORDINAL VERSIONS OF COEFFICIENT ALPHA AND THETA FOR LIKERT SCALE

B. Zumbo, A. Gadermann, C. Zeisser, 2007 .

The use of latent variable mixture models to identify invariant items in test construction

Lara B. Russell, L. Lix, J. Kopec, 2017, Quality of Life Research.

Methodologies for Investigating Item- and Test-Level Measurement Equivalence in International Large-Scale Assessments

B. Zumbo, K. Ercikan, M. Oliveri, 2012 .

Bias Coefficients for Lack of Invariance in Unidimensional IRT Models.

A. Rupp, B. Zumbo, 2003 .

A Comparison of Four Methods for Detecting Differential Item Functioning in Ordered Response Items

E. Kristjansson, B. Zumbo, I. Mcdowell, 2005 .

An Empirical Test of Roskam's Conjecture about the Interpretation of an ICC Parameter in Personality Inventories

B. Zumbo, A. Hubley, G. Pope, 1997 .

What is unified validity theory and how might it contribute to research and practice with athlete self-report measures

B. Zumbo, D. Nabhan, David Taylor, 2018, British Journal of Sports Medicine.

Measurement Invariance of the Appearance Schemas Inventory–Revised and the Body Image Quality of Life Inventory Across Age and Gender

B. Zumbo, A. Hubley, Shayna A. Rusticus, 2008, Assessment.

A Statistical Examination of the Health Utility Index-Mark III as a Summary Measure of Health Status for a General Population Health Survey

B. Zumbo, C. Richardson, 2000 .

A Review of Validity Evidence Presented in the Journal of Sport and Exercise Psychology (2002–2012): Misconceptions and Recommendations for Validation Research

B. Zumbo, P. Crocker, D. Mack, 2014 .

Statistical Methods for Investigating Item Bias in Self-Report Measures

B. Zumbo, 2008 .

Children’s Development in Kindergarten: A Multilevel, Population-Based Analysis of ESL and Gender Effects on Socioeconomic Gradients

C. Hertzman, B. Zumbo, A. Gadermann, 2010 .

Putting Flesh on the Psychometric Bone: Making Sense of IRT Parameters in Non-cognitive Measures by Investigating the Social-Cognitive Aspects of the Items

B. Zumbo, A. Hubley, Yan Liu, 2017 .

The construct validity of the extraversion subscales of the Myers-Briggs Type Indicator.

B. Zumbo, Shannon V. Taylor, 1993 .

Operating Characteristics Of The DIF MIMIC Approach Using Jöreskog's Covariance Matrix With ML And WLS Estimation For Short Scales

B. Zumbo, M. N. Gelin, 2007 .

An item response theory analysis of the Parenting Stress Index-Short Form with parents of children with autism spectrum disorders.

B. Zumbo, A. Zaidman-Zait, P. Mirenda, 2010, Journal of child psychology and psychiatry, and allied disciplines.

Ethnicity, Modern Prejudice and the Quality of Life

A. Michalos, B. Zumbo, 2001 .

Effects of Group-Based Exercise on Flourishing and Stigma Consciousness among Older Adults: Findings from a Randomised Controlled Trial.

B. Zumbo, R. Rhodes, D. Lubans, 2020, Applied psychology. Health and well-being.

Validity Theory and Validity Evidence for Scores Derived from the Behavioural Regulation in Exercise Questionnaire

B. Zumbo, P. Crocker, D. Mack, 2014 .

Invariance Testing of the SF-36 Health Survey in Women Breast Cancer Survivors: Do Personal and Cancer-related Variables Influence the Meaning of Quality of Life Items?

B. Zumbo, P. Crocker, A. Mosewich, 2013 .

Construct Validity of Attributional Style: Modeling Context-Dependent Item Sets in the Attributional Style Questionnaire

B. Zumbo, N. C. Higgins, J. L. Hay, 1999 .

Examining Validity Evidence of Self-Report Measures Using Differential Item Functioning: An Illustration of Three Methods

B. Zumbo, A. Gadermann, Michelle Y. Chen, 2018, Methodology.

Observing Testing Situations: Validation as Jazz

B. Zumbo, B. Maddox, 2017 .

The Effect of DIF and Impact on Classical Test Statistics: Undetected DIF and Impact, and the Reliability and Interpretability of Scores from a Language Proficiency Test

B. Zumbo, 2000 .

Testing for Sample Invariance of IRM Item Parameter Estimates: A case study on real response data

B. Zumbo, K. Breithaupt, Consultant, 2000 .

Validity and reliability of physical employment standards 1

B. Zumbo, M. Tipton, G. Milligan, 2016 .

THE CONSTRUCTION AND USE OF PSYCHOLOGICAL TESTS AND MEASURES

B. Zumbo, A. Hubley, M. N. Gelin, 2003 .

Using a Measure of Variable Importance to Investigate the Standardization of Discriminant Coefficients

Bruno D. Zumbo, D. Roland Thomas, D. R. Thomas, 1996 .

Leisure Activities, Health and the Quality of Life

B. Zumbo, 2003 .

Ethnic Identity and Sexual Initiation Among East Asian Youth in Canada

Sabrina T. Wong, B. Zumbo, E. Saewyc, 2015, Journal of Immigrant and Minority Health.

On Matters of Invariance in Latent Variable Models: Reflections on the Concept, and its Relations in Classical and Item Response Theory

Bruno D. Zumbo, B. Zumbo, 2013, Statistical Models for Data Analysis.

Validity of Subjective and Objective Measures of Wellbeing

B. Zumbo, 2009 .

Which Model is Best? Robustness Properties to Justify Model Choice Among Unidimensional IRT Models under Item Parameter Drift

A. Rupp, B. Zumbo, 2003 .

Opening Remarks to the Special Issue on Validity Theory and the Methods Used in Validation: Perspectives from the Social and Behavioral Sciences

B. Zumbo, 1998 .

Reliability, Power, Functions, and Relations: A Reply to Humphreys

D. W. Zimmerman, Richard H. Williams, B. Zumbo, 1993 .

Implicit Ordinal Number Knowledge Tasks as Predictors for Number Line Comprehension: A Validation Study

B. Zumbo, J. Kingma, 1988 .

Relationship between Seriation, Transitivity, and Explicit Ordinal Number Comprehension

B. Zumbo, J. Kingma, 1987 .

Weighting checklist items and station components on a large-scale OSCE: Is it worth the effort?

Marguerite Roy, Bruno D Zumbo, Debra Dallie Sandilands, 2014, Medical teacher.

The Effectiveness of Teamwork Training on Teamwork Behaviors and Team Performance: A Systematic Review and Meta-Analysis of Controlled Interventions

B. Zumbo, M. Eys, M. Beauchamp, 2017, PloS one.

Title: The Effects of Perceived Teamwork on Emergent States and Satisfaction with Performance among Team Sport Athletes

B. Zumbo, M. Eys, M. Beauchamp, 2019 .

Migration Background in PISA’s Measure of Social Belonging: Using a Diffractive Lens to Interpret Multi-Method DIF Studies

Bruno D. Zumbo, Nathan D. Roberson, B. Zumbo, 2019, International Journal of Testing.

B. Zumbo, 2017 .

Charles Spearman : British Behavioral Scientist

John Doyle, D. W. Zimmerman, Richard H. Williams, 1863 .

Impact of Differential Item Functioning on Subsequent Statistical Conclusions

Z. Li, B. Zumbo, 2009 .

Significance Testing of Correlation Using Scores, Ranks, and Modified Ranks

D. W. Zimmerman, B. Zumbo, 1993 .

Multiple-Indicator Multilevel Growth Model: A Solution to Multiple Methodological Challenges in Longitudinal Studies

B. Zumbo, A. Gadermann, Yan Liu, 2010 .

Response Time Data as Validity Evidence: Has It Lived Up To Its Promise and, If Not, What Would It Take to Do So

Zhi Li, Jayanti Banerjee, Bruno D. Zumbo, 2017 .

A Note on How to Quantify and Report Whether Irt Parameter Invariance Holds: When Pearson Correlations are Not Enough

A. Rupp, B. Zumbo, 2004 .

What Role Does, and Should, the Test Standards Play Outside of the United States of America?

B. Zumbo, 2014 .

Responsible Modeling of Measurement Data for Appropriate Inferences: Important Advances in Reliability and Validity Theory

A. Rupp, B. Zumbo, 2004 .

On the Intellectual Versatility of Karl Pearson

D. W. Zimmerman, K. Pearson, Richard H. Williams, 2003 .

Examining the Relationship Between Neighborhood Environment and School Readiness for Kindergarten Children

B. Zumbo, L. Ford, Vanessa R. Lapointe, 2007 .

INTERPRETING IRT PARAMETERS: PUTTING PSYCHOLOGICAL MEAT ON THE PSYCHOMETRIC BONE

B. Zumbo, A. Hubley, Amery Wu, 2009 .

Educational outcomes among survivors of childhood cancer in British Columbia, Canada

J. Spinelli, M. McBride, B. Zumbo, 2009, Cancer.

A Logistic Regression for Differential Item Functioning Primer

B. Zumbo, Y. Shimizu, 2005 .

Psychometric Study of the CES-D: Factor Analysis and DIF

B. Zumbo, A. Hubley, M. N. Gelin, 2001 .

Simultaneous estimation of the intermediate correlation matrix for arbitrary marginal densities

B. Zumbo, Edward Kroc, Oscar L. Olvera Astivia, 2023, Behavior research methods.

On Measuring the Relative Importance of Explanatory Variables in a Logistic Regression

D. R. Thomas, S. Dutta, B. Zumbo, 2008 .

A retrospective case-control analysis of 2002 running injuries

J. Taunton, D. Clement, B. Zumbo, 2002, British journal of sports medicine.

Effects of 12 Weeks of At-Home, Application-Based Exercise on Health Care Workers' Depressive Symptoms, Burnout, and Absenteeism: A Randomized Clinical Trial.

B. Zumbo, M. Beauchamp, B. Hives, 2023, JAMA psychiatry.