3,462
Views
66
CrossRef citations to date
0
Altmetric
Original Articles

Revisiting Interpretation of Canonical Correlation Analysis: A Tutorial and Demonstration of Canonical Commonality Analysis

, &
Pages 702-724 | Published online: 19 Aug 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (10)

Kaitlyn Battershill & Victor Kuperman. (2023) A bird's eye view of civic engagement and its facets: Canonical correlation analysis across 34 countries. Journal of Civil Society 19:4, pages 437-463.
Read now
Kim Nimon, Baek-Kyoo (Brian) Joo & Marvin Bontrager. (2021) Work cognitions and work intentions: a canonical correlation study. Human Resource Development International 24:1, pages 65-91.
Read now
Charles Christian Adarkwah, Annette Schwaffertz, Joachim Labenz, Annette Becker & Oliver Hirsch. (2018) Burnout and work satisfaction in general practitioners practicing in rural areas: results from the HaMEdSi study. Psychology Research and Behavior Management 11, pages 483-494.
Read now
Eric J. Boyer, Juan D. Rogers & David M. Van Slyke. (2018) Analysing managerial perceptions of when and how to structure public involvement in public-private partnerships. Local Government Studies 44:4, pages 443-464.
Read now
Kelly Quinn. (2016) Why We Share: A Uses and Gratifications Approach to Privacy Regulation in Social Media Use. Journal of Broadcasting & Electronic Media 60:1, pages 61-86.
Read now
ZacharyW. Goldman & MatthewM. Martin. (2014) College Students' Academic Beliefs and Their Motives for Communicating With Their Instructor. Communication Research Reports 31:4, pages 316-328.
Read now
AlanK. Goodboy & BrandiN. Frisby. (2014) Instructional Dissent as an Expression of Students' Academic Orientations and Beliefs about Education. Communication Studies 65:1, pages 96-111.
Read now
MargaretC. Stewart, Marianne Dainton & AlanK. Goodboy. (2014) Maintaining Relationships on Facebook: Associations with Uncertainty, Jealousy, and Satisfaction. Communication Reports 27:1, pages 13-26.
Read now

Articles from other publishers (56)

Osamu Kagawa, Yasuto Ishii, Koji Fujimoto, Kazuki Kimura, Satoshi Chiba & Shun Ito. (2024) Community composition and diversity of land snails along an elevation gradient in the World Natural Heritage Site, Yakushima Island. Global Ecology and Conservation 50, pages e02746.
Crossref
Alexander P. Burgoyne, Dolly T. Seeburger & Randall W. Engle. (2024) Modality matters: Three auditory conflict tasks to measure individual differences in attention control. Behavior Research Methods.
Crossref
Dionísio V. Roque, Thomas Göttert, Ulrich Zeller & Valério A. Macandza. (2024) Modeling the drivers of large herbivore distribution in human‐dominated southern African savannas. Ecosphere 15:2.
Crossref
Joseph E. Borovsky & Christian J. Lao. (2023) A system science methodology develops a new composite highly predictable index of magnetospheric activity for the community: the whole-Earth index E(1). Frontiers in Astronomy and Space Sciences 10.
Crossref
Uroš A Lazić. (2023) Turnout in Serbian parliamentary elections during the two decades after the end of Milošević’s rule. New Perspectives 31:2, pages 77-103.
Crossref
Charles O’Reilly, Xubo Cao & Donald Sull. (2023) CEO Personality: The Cornerstone of Organizational Culture?. Group & Organization Management, pages 105960112311765.
Crossref
Virginia Deborah Elaine Welter, Lars Emmerichs & Kirsten Schlüter. (2022) What Do the Relationships between Pre-Service Biology Teachers’ Personality and Professional Knowledge Reveal about Their Innovativeness?—An Exploratory Study Using Canonical Correlation Analysis. Education Sciences 12:6, pages 396.
Crossref
Tafadzwa Matiza & Sandra Perks. (2021) The tourism – Foreign direct investment nexus: Empirical evidence from Zimbabwe (2009–2015). Tourism Economics 28:4, pages 1059-1079.
Crossref
Charles Christian Adarkwah, Joachim Labenz & Oliver Hirsch. (2022) Burnout and work satisfaction are differentially associated in gastroenterologists in Germany. F1000Research 11, pages 368.
Crossref
Charles Christian Adarkwah, Joachim Labenz & Oliver Hirsch. (2022) Burnout and work satisfaction are differentially associated in gastroenterologists in Germany. F1000Research 11, pages 368.
Crossref
Charles Christian Adarkwah, Joachim Labenz & Oliver Hirsch. (2022) Burnout and work satisfaction are differentially associated in gastroenterologists in Germany. F1000Research 11, pages 368.
Crossref
Ronald Feldt, Matthew Bejar, Jen Lee & Rebecca Louison. (2021) Vocational Identity Resources in Emerging Adulthood: Associations With Facets of Dispositional Mindfulness. The Career Development Quarterly 69:1, pages 2-18.
Crossref
Eva Delacroix, Alain Jolibert, Élisa Monnot & Philippe Jourdan. 2021. Marketing Research. Marketing Research 397 427 .
Zoe R. Smith, David H. Zald & Benjamin B. Lahey. (2020) Sluggish Cognitive Tempo and Depressive Symptoms in Children and Adolescents Predict Adulthood Psychopathology. Journal of Abnormal Child Psychology 48:12, pages 1591-1601.
Crossref
Maximilian Altmeyer, Gustavo F. Tondello, Antonio Krüger & Lennart E. Nacke. (2020) HexArcade. HexArcade.
Kim Nimon & Brad Shuck. (2019) Work engagement and burnout: Testing the theoretical continuums of identification and energy. Human Resource Development Quarterly 31:3, pages 301-318.
Crossref
Maria Inês Diel, Alessandro Dal'Col Lúcio, Darlei Michalski Lambrecht, Marcos Vinícius Marques Pinheiro, Bruno Giacomini Sari, Tiago Olivoto, Oscar Valeriano Sánchez Valera, Patrícia Jesus de Melo, Francieli de Lima Tartaglia, André Luis Tischler & Denise Schmidt. (2020) Canonical correlations in agricultural research: Method of interpretation used leads to greater reliability of results. International Journal for Innovation Education and Research 8:7, pages 171-181.
Crossref
Wenting Liu. (2019) Individual reproductive strategy of Stipa breviflora under different grazing pressures . Grassland Science 66:3, pages 174-182.
Crossref
Charles Christian Adarkwah & Oliver Hirsch. (2020) The Association of Work Satisfaction and Burnout Risk in Endoscopy Nursing Staff—A Cross-Sectional Study Using Canonical Correlation Analysis. International Journal of Environmental Research and Public Health 17:8, pages 2964.
Crossref
Elsayed A. H. Elamir. (2020) Determinant indicators for labor market efficiency and higher education and training: evidence from Middle East and North Africa countries. Problems and Perspectives in Management 18:1, pages 206-218.
Crossref
Qichao Ma, Lin Wang, Lihua Zhao, Yicheng Wang, Mengjie Chen, Sun Wang, Zhibao Lv & Yi Luo. (2020) Coronal Balance vs. Sagittal Profile in Adolescent Idiopathic Scoliosis, Are They Correlated?. Frontiers in Pediatrics 7.
Crossref
Michael C. Mullarkey & Jessica L. Schleider. (2020) Contributions of fixed mindsets and hopelessness to anxiety and depressive symptoms: A commonality analysis approach. Journal of Affective Disorders 261, pages 245-252.
Crossref
Joseph E. Borovsky & Adnane Osmane. (2019) Compacting the description of a time-dependent multivariable system and its multivariable driver by reducing the state vectors to aggregate scalars: the Earth's solar-wind-driven magnetosphere. Nonlinear Processes in Geophysics 26:4, pages 429-443.
Crossref
Yichen Lu & D. Ryan Berg. (2019) Taiwanese University Students’ Ideal L2 Selves and Autonomy: Does High School Program Make a Difference?. International Journal of Educational Methodology 5:4, pages 567-575.
Crossref
Su Liu & Josef Parvizi. (2019) Cognitive refractory state caused by spontaneous epileptic high-frequency oscillations in the human brain. Science Translational Medicine 11:514.
Crossref
Ye Zhang, Jie Gao, Shu Tian Cole & Peter Ricci. (2019) Beyond accessibility: empowering mobility-impaired customers with motivation differentiation. International Journal of Contemporary Hospitality Management 31:9, pages 3503-3525.
Crossref
Han Na Suh, Lisa Y. Flores & Kenneth T. Wang. (2019) Perceived Discrimination, Ethnic Identity, and Mental Distress Among Asian International Students in Korea. Journal of Cross-Cultural Psychology 50:8, pages 991-1007.
Crossref
Joseph E. Borovsky & Michael H. Denton. (2018) Exploration of a Composite Index to Describe Magnetospheric Activity: Reduction of the Magnetospheric State Vector to a Single Scalar. Journal of Geophysical Research: Space Physics 123:9, pages 7384-7412.
Crossref
M. Florencia Miguel, Pedro Jordano, Solana Tabeni & Claudia M. Campos. (2018) Context‐dependency and anthropogenic effects on individual plant–frugivore networks. Oikos 127:7, pages 1045-1059.
Crossref
Drea Zigarmi, Kim Nimon & David Conley. (2018) Employee Affect- and Cognition-Based Trust in Their Leader and the Implications for Employee Work Intentions: A Canonical Correlation Study. New Horizons in Adult Education and Human Resource Development 30:3, pages 23-40.
Crossref
Brittany N. Hand, Alison E. Lane, Paul De Boeck, D. Michele Basso, Deborah S. Nichols-Larsen & Amy R. Darragh. (2017) Caregiver Burden Varies by Sensory Subtypes and Sensory Dimension Scores of Children with Autism. Journal of Autism and Developmental Disorders 48:4, pages 1133-1146.
Crossref
Taishi Kawamoto & Kaichiro Furutani. (2018) The mediating role of intolerance of uncertainty on the relationships between perfectionism dimensions and psychological adjustment/maladjustment among mothers. Personality and Individual Differences 122, pages 62-67.
Crossref
Kim Nimon, Linda Reichwein Zientek & Amanda Kraha. 2018. Handbook of Research on Innovative Techniques, Trends, and Analysis for Optimized Research Methods. Handbook of Research on Innovative Techniques, Trends, and Analysis for Optimized Research Methods 322 340 .
Saba Pasha & Keith Baldwin. (2018) Are we simplifying balance evaluation in adolescent idiopathic scoliosis?. Clinical Biomechanics 51, pages 91-98.
Crossref
Joseph E. Borovsky. (2018) On the Origins of the Intercorrelations Between Solar Wind Variables. Journal of Geophysical Research: Space Physics 123:1, pages 20-29.
Crossref
Tatenda Dalu, Ryan J. Wasserman, Mandla L. Magoro, Tongayi Mwedzi, P. William Froneman & Olaf L.F. Weyl. (2017) Variation partitioning of benthic diatom community matrices: Effects of multiple variables on benthic diatom communities in an Austral temperate river system. Science of The Total Environment 601-602, pages 73-82.
Crossref
Marc Abessolo, Jérôme Rossier & Andreas Hirschi. (2017) Basic Values, Career Orientations, and Career Anchors: Empirical Investigation of Relationships. Frontiers in Psychology 8.
Crossref
Kim Nimon. (2017) HRDQ Submissions of Quantitative Research Reports: Three Common Comments in Decision Letters and a Checklist . Human Resource Development Quarterly 28:3, pages 281-298.
Crossref
Viren Swami, Laura Weis, Alixe Lay, David Barron & Adrian Furnham. (2016) Associations between belief in conspiracy theories and the maladaptive personality traits of the personality inventory for DSM-5. Psychiatry Research 236, pages 86-90.
Crossref
Kevin R. Moon, Jimmy J. Li, Véronique Delouille, Ruben De Visscher, Fraser Watson & Alfred O. HeroIIIIII. (2016) Image patch analysis of sunspots and active regions. Journal of Space Weather and Space Climate 6, pages A2.
Crossref
Adam Hanley, Alia Warner & Eric L. Garland. (2014) Associations Between Mindfulness, Psychological Well-Being, and Subjective Well-Being with Respect to Contemplative Practice. Journal of Happiness Studies 16:6, pages 1423-1436.
Crossref
Martin Baekgaard, Jens Blom‐Hansen & Søren Serritzlew. (2014) When Politics Matters: The Impact of Politicians' and Bureaucrats' Preferences on Salient and Nonsalient Policy Areas. Governance 28:4, pages 459-474.
Crossref
Brenda L. Barrio & Bertina H. Combes. (2014) General Education Pre-Service Teachers’ Levels of Concern on Response to Intervention (RTI) Implementation. Teacher Education and Special Education: The Journal of the Teacher Education Division of the Council for Exceptional Children 38:2, pages 121-137.
Crossref
Alexander D. Stajkovic, Dongseop Lee, Jessica M. Greenwald & Joseph Raffiee. (2015) The role of trait core confidence higher-order construct in self-regulation of performance and attitudes: Evidence from four studies. Organizational Behavior and Human Decision Processes 128, pages 29-48.
Crossref
J. G. Prunier, M. Colyn, X. Legendre, K. F. Nimon & M. C. Flamand. (2015) Multicollinearity in spatial genetics: separating the wheat from the chaff using commonality analyses. Molecular Ecology 24:2, pages 263-283.
Crossref
Baek-Kyoo (Brian) Joo & Kim Nimon. (2014) Two of a kind? A canonical correlational study of transformational leadership and authentic leadership. European Journal of Training and Development 38:6, pages 570-587.
Crossref
Joseph E. Borovsky. (2014) Canonical correlation analysis of the combined solar wind and geomagnetic index data sets. Journal of Geophysical Research: Space Physics 119:7, pages 5364-5381.
Crossref
Joseph E. Borovsky & Michael H. Denton. (2014) Exploring the cross correlations and autocorrelations of the ULF indices and incorporating the ULF indices into the systems science of the solar wind‐driven magnetosphere. Journal of Geophysical Research: Space Physics 119:6, pages 4307-4334.
Crossref
Mehran Aflakparast, Ali Masoudi-Nejad, Joseph H . Bozorgmehr & Shyam Visweswaran. (2014) Informative Bayesian Model Selection: a method for identifying interactions in genome-wide data. Mol. BioSyst. 10:10, pages 2654-2662.
Crossref
Ingo Schiffner & Mandyam V. Srinivasan. (2013) Behavioural Lateralization in Budgerigars Varies with the Task and the Individual. PLoS ONE 8:12, pages e82670.
Crossref
Thomas J. Chermack & Kim Nimon. (2013) Drivers and outcomes of scenario planning: a canonical correlation analysis. European Journal of Training and Development 37:9, pages 811-834.
Crossref
Kim F. Nimon & Frederick L. Oswald. (2013) Understanding the Results of Multiple Linear Regression. Organizational Research Methods 16:4, pages 650-674.
Crossref
Corrie L. Vilsaint, Sophie M. Aiyer, Melvin N. Wilson, Daniel S. Shaw & Thomas J. Dishion. (2013) The Ecology of Early Childhood Risk: A Canonical Correlation Analysis of Children’s Adjustment, Family, and Community Context in a High-Risk Sample. The Journal of Primary Prevention 34:4, pages 261-277.
Crossref
Kim Nimon & Thomas G. ReioJr.Jr.. (2011) The Use of Canonical Commonality Analysis for Quantitative Theory Building. Human Resource Development Review 10:4, pages 451-463.
Crossref
Kim Nimon & Thomas G. ReioJrJr. (2011) Regression Commonality Analysis: A Technique for Quantitative Theory Building. Human Resource Development Review 10:3, pages 329-340.
Crossref
Michael T. Braun & Frederick L. Oswald. (2011) Exploratory regression analysis: A tool for selecting models and determining predictor importance. Behavior Research Methods 43:2, pages 331-339.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.