Cited by 2,454Psychometric Methodologies and TestingPsychology Research and BibliometricsMeta-analysis and systematic reviews

The DOI matches its Crossref record; 118 of the 119 references it cites were found in a registry or an index.

Use of Exploratory Factor Analysis in Published Research: Common Errors and Some Comment on Improved Practice

Henson, Robin K., Roberts, J. Kyle·2006·Educational and Psychological Measurement

DOI 10.1177/0013164405282485

Open this paper in CoChat — free account

Abstract

Given the proliferation of factor analysis applications in the literature, the present article examines the use of factor analysis in current published research across four psychological journals. Notwithstanding ease of analysis due to computers, the appropriate use of factor analysis requires a series of thoughtful researcher judgments. These judgments directly affect results and interpretations. The authors examine across studies (a) the decisions made while conducting exploratory factor analyses ( N = 60) and (b) the information reported from the analyses. In doing so, they present a review of the current status of factor analytic practice, including comment on common errors in use and reporting. Recommendations are proffered for future practice as regards analytic decisions and reporting in empirical research.

Integrity signals

Registry

Crossref · 10.1177/0013164405282485

Cites

118 of 118 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Using multivariate statistics
Tabachnick, B. G., & Fidell, L. S. (1983) · Cited by 79,882
Psychometric theory (2nd ed.).
Sitgreaves, R. (1979) · Contemporary Psychology · doi:10.1037/018882 · Cited by 14,384
The Scree Test For The Number Of Factors
Cattell, R. B. (1966) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr0102_10 · Cited by 13,554
LIII. On lines and planes of closest fit to systems of points in space
Pearson, K. (1901) · The London Edinburgh and Dublin Philosophical Magazine and Journal of Science · doi:10.1080/14786440109462720 · Cited by 12,864
The application of electronic computers to factor analysis
Kaiser, H. F. (1960) · Educational and Psychological Measurement · doi:10.1177/001316446002000116 · Cited by 12,459
Applied Multivariate Statistics for the Social Sciences
Stevens, J. P. (2012) · Routledge eBooks · doi:10.4324/9780203843130 · Cited by 10,652
Evaluating the use of exploratory factor analysis in psychological research.
Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999) · Psychological Methods · doi:10.1037/1082-989x.4.3.272 · Cited by 9,587
A Rationale and Test for the Number of Factors in Factor Analysis
Horn, J. L. (1965) · Psychometrika · doi:10.1007/bf02289447 · Cited by 8,965
"General Intelligence," Objectively Determined and Measured
Spearman, C. (1904) · The American Journal of Psychology · doi:10.2307/1412107 · Cited by 6,207
Sample size in factor analysis.
MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999) · Psychological Methods · doi:10.1037/1082-989x.4.1.84 · Cited by 5,497

Show all 119 references

Research works printed but not linked: 13

Cattell, R. B., 1967, Multivariate Behavioral Research Monographs, 3, 1
Fan, X., 1996, Advances in social science methodology, 71
Gorsuch, R. L., 1983, Factor analysis
Henson, R. K., 2000, Multiple Linear Regression Viewpoints, 26, 11
Henson, R. K., 2004, Research in the Schools, 11, 61
Henson, R. K., 2000, Journal of Research and Development in Education, 33, 284
Hetzel, R. D., 1996, Advances in social science methodology, 175
Kieffer, K. M., 1999, Research in the Schools, 6, 75
Mote, T. A., 1970, Revista Interamericana de Psicologia, 37, 61
Nunnally, J. C., 1978, Psychometric theory
Thompson, B., 1991, Measurement and Evaluation in Counseling and Development, 24, 80
Thompson, B., 1992, Advances in social science methodology, 81
Thompson, B., 2000, Reading and understanding more multivariate statistics, 207

Sorted by citations

Items 401–500 of 1,002

Detecting Predeath Grief in Family Caregivers of Persons With Dementia: Validity and Utility of the Marwit-Meuser Caregiver Grief Inventory in a Multiethnic Asian Population
Liew, T. M., Yeap, B. I., Koh, G. C., Gandhi, M., Tan, K. S., Luo, N., & Yap, P. L. K. (2017) · The Gerontologist · doi:10.1093/geront/gnx097 · Cited by 36
Three-Factor Structure of the eHealth Literacy Scale Among Magnetic Resonance Imaging and Computed Tomography Outpatients: A Confirmatory Factor Analysis
Hyde, L., Boyes, A., Evans, T., Mackenzie, L., & Sanson‐Fisher, R. (2018) · JMIR Human Factors · doi:10.2196/humanfactors.9039 · Cited by 38
Sensory Processing Sensitivity Among High-Ability Individuals: A Psychometric Evaluation of the Highly Sensitive Person Scale
Rinn, A. N., Mullet, D. R., Jett, N., & Nyikos, T. (2018) · Roeper Review · doi:10.1080/02783193.2018.1466840 · Cited by 39
Developing key performance indicators for hospital facilities management services: a developing country perspective
Amos, D., Au-Yong, C. P., & Musa, Z. N. (2020) · Engineering Construction & Architectural Management · doi:10.1108/ecam-11-2019-0642 · Cited by 38
Assessing school attendance problems: A critical systematic review of questionnaires
Gonzálvez, C., Kearney, C. A., Vicent, M., & Sanmartín, R. (2020) · International Journal of Educational Research · doi:10.1016/j.ijer.2020.101702 · Cited by 47
It takes two to tango: technological and non-technological factors of Industry 4.0 implementation in manufacturing firms
Črešnar, R., Dabić, M., Stojčić, N., & Nedelko, Z. (2022) · Review of Managerial Science · doi:10.1007/s11846-022-00543-7 · Cited by 43
Testing the psychometric properties of the Ways of Coping Questionnaire (WCQ) in Turkish university students and community samples
Şenol-Durak, E., Durak, M., & Elagöz, F. Ö. (2010) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.677 · Cited by 38
Passion, Expertise, Politics, and Support
Sasser, S. L., & Koslow, S. (2012) · Journal of Advertising · doi:10.2753/joa0091-3367410301 · Cited by 38
Adopting quality management practices in the industry 4.0 era: an investigation into the challenges
Fadilasari, D. P., Ghatak, R. R., Garza-Reyes, J., Joshi, R., & Kandasamy, J. (2024) · Total Quality Management & Business Excellence · doi:10.1080/14783363.2024.2354840 · Cited by 43
Modeling Quantitative Literacy
Wilkins, J. L. M. (2009) · Educational and Psychological Measurement · doi:10.1177/0013164409344506 · Cited by 37
The impact of the Greek crisis on the consumers’ behaviour: some initial evidences?
Duquenne, M.-N., & Vlontzos, G. (2014) · British Food Journal · doi:10.1108/bfj-11-2012-0279 · Cited by 37
EFQM EXCELLENCE MODEL AS THE TQM MODEL OF THE CONSTRUCTION INDUSTRY OF SOUTHEASTERN EUROPE
Vukomanović, M., Radujković, M., & Nahod, M.-M. (2014) · Journal of Civil Engineering and Management · doi:10.3846/13923730.2013.843582 · Cited by 37
The Psychological Flexibility Questionnaire (PFQ): Development, Reliability And Validity
Maor, M., Gurion, B., Ben-Itzhak, S., & Bluvstein, I. (2014) · Cited by 37
Validating gameplay activity inventory (GAIN) for modeling player profiles
Vahlo, J., Smed, J., & Koponen, A. (2018) · User Modeling and User-Adapted Interaction · doi:10.1007/s11257-018-9212-y · Cited by 39
School principals’ opinions about special education services
Sun, A., & Xin, J. F. (2019) · Preventing School Failure Alternative Education for Children and Youth · doi:10.1080/1045988x.2019.1681354 · Cited by 37
Validation of the Polish version of the Knee injury and Osteoarthritis Outcome Score (KOOS) in patients with osteoarthritis undergoing total knee replacement
Paradowski, P. T., Kęska, R., & Witoński, D. (2015) · BMJ Open · doi:10.1136/bmjopen-2014-006947 · Cited by 37
Cross-Cultural Examination of the Structure of the Revised American Pain Society Patient Outcome Questionnaire (APS-POQ-R)
Botti, M. A., Khaw, D., Jørgensen, E. B., Rasmussen, B., Hunter, S., & Redley, B. (2015) · Journal of Pain · doi:10.1016/j.jpain.2015.03.016 · Cited by 37
Measuring parenting among foster families: The development of the Foster Parent Attitudes Questionnaire (FPAQ)
Harden, B. J., Meisch, A. D., Whittaker, J. V., & Pandohie-Johnson, L. (2008) · Children and Youth Services Review · doi:10.1016/j.childyouth.2007.12.015 · Cited by 37
Parenting in Complex Conditions: Does Preterm Birth Provide a Context for the Development of Less Optimal Parental Behavior?
Hoffenkamp, H. N., Braeken, J., Hall, R. A. S., Tooten, A., Vingerhoets, A. J. J. M., & van Bakel, H. J. A. (2015) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsv007 · Cited by 39
Islamic Personal Religiosity as a Moderator of Job Strain and Employee’s Well-Being: The Case of Malaysian Academic and Administrative Staff
Achour, M., Nor, M. R. M., & Yusoff, Z. M. (2015) · Journal of Religion and Health · doi:10.1007/s10943-015-0050-5 · Cited by 42
Examining the Psychometric Properties of the Homework Management Scale for High School Students in China
Yang, F., & Xu, J. (2014) · Journal of Psychoeducational Assessment · doi:10.1177/0734282914548326 · Cited by 36
Explaining secondary school students’ attitudes towards chemistry in Chile
Montes, L. H., Ferreira, R. A., & Rodríguez, C. (2018) · Chemistry Education Research and Practice · doi:10.1039/c8rp00003d · Cited by 36
Hospital Survey on Patient Safety Culture: psychometric evaluation in Kuwaiti public healthcare settings
Salem, G. A., Bowie, P., & Morrison, J. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-028666 · Cited by 36
A risky investment? Examining the outcomes of emotional investment in Instagram
Lowe-Calverley, E., Grieve, R., & Padgett, C. R. (2019) · Telematics and Informatics · doi:10.1016/j.tele.2019.101299 · Cited by 36
Exploratory Factor Analysis for TPACK among Mathematics Teachers: Why, What and How
Zeynivandnezhad, F., Rashed, F., & Kanooni, A. (2019) · Anatolian Journal of Education · doi:10.29333/aje.2019.416a · Cited by 36
The role of consumer knowledge, experience,and heterogeneity in fish consumption: Policy lessons from Japan
Kitano, S., & Yamamoto, N. (2020) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2020.102151 · Cited by 36
The School-Wide Cultural Competence Observation Checklist for School Counselors: An Exploratory Factor Analysis
Nelson, J. A., Bustamante, R. M., Wilson, E., & Onwuegbuzie, A. J. (2008) · Professional School Counseling · doi:10.5330/psc.n.2010-11.207 · Cited by 36
Dimensions of alternative transportation experience in Yosemite and Rocky Mountain National Parks
Taff, D., Newman, P., Pettebone, D., White, D. D., Lawson, S. R., Monz, C., & Vagias, W. M. (2013) · Journal of Transport Geography · doi:10.1016/j.jtrangeo.2013.02.010 · Cited by 36
An Empirical Study of the Relationship between Entrepreneurial Curiosity and Innovativeness
Peljko, Ž., Jeraj, M., Săvoiu, G., & Marič, M. (2016) · Organizacija · doi:10.1515/orga-2016-0016 · Cited by 36
Driving Factors for the Adoption of Digital Twin Technology Implementation for Construction Project Performance in Nigeria
Arowoiya, V. A., Oke, A. E., Ojo, L. D., & Adelusi, A. O. (2023) · Journal of Construction Engineering and Management · doi:10.1061/jcemd4.coeng-13659 · Cited by 41
A revised version of Kremen and Block's Ego Resiliency Scale in an Italian sample.
Alessandri, G., Vecchio, G. M., Steca, P., Caprara, M., & Caprara, G. V. (2007) · BOA (University of Milano-Bicocca) · Cited by 35
Sources of trace metals in PM10 from a petrochemical industrial complex in Northern Mexico
Rodriguez-Espinosa, P. F., Flores, R. M., Múgica-Álvarez, V., & Morales-García, S. S. (2016) · Air Quality Atmosphere & Health · doi:10.1007/s11869-016-0409-0 · Cited by 35
The metacognitions about self-critical rumination questionnaire
Kolubinski, D. C., Nikčević, A. V., Lawrence, J. A., & Spada, M. M. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.06.002 · Cited by 38
The Development of the Secondary Trauma in Student Affairs Professionals Scale (STSAP)
Lynch, R. J., & Glass, C. R. (2018) · NASPA Journal · doi:10.1080/19496591.2018.1474757 · Cited by 38
Perceived poverty, perceived income adequacy and loneliness in Israeli young adults: Are social capital and neighbourhood capital resilience factors?
Refaeli, T., & Achdut, N. (2020) · Health & Social Care in the Community · doi:10.1111/hsc.13177 · Cited by 39
Maternal Self-Efficacy and Role Satisfaction: The Mediating Effect of Cognitive Emotion Regulation
Márk-Ribiczey, N., Miklósi, M., & Szabó, M. (2015) · Journal of Child and Family Studies · doi:10.1007/s10826-015-0217-4 · Cited by 35
Are we looking through the same lens? Principal recruitment and selection
Kwan, P., & Walker, A. D. (2009) · International Journal of Educational Research · doi:10.1016/j.ijer.2009.03.003 · Cited by 35
Principal Components Analysis of the Hypomanic Attitudes and Positive Predictions Inventory and Associations with Measures of Personality, Cognitive Style and Analogue Symptoms in a Student Sample
Dodd, A., Mansell, W., Sadhnani, V., Morrison, A. P., & Tai, S. (2009) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465809990476 · Cited by 38
The mediating role of leadership and people management practices on HRD and organizational performance
Alagaraja, M., Cumberland, D. M., & Choi, N. B. (2015) · Human Resource Development International · doi:10.1080/13678868.2014.997139 · Cited by 42
Development and Psychometric Evaluation of the Korean Version of the Cultural Competence Scale for Clinical Nurses
Chae, D., & Lee, C.-Y. (2014) · Asian Nursing Research · doi:10.1016/j.anr.2014.06.004 · Cited by 35
Psychometric Properties of the Scores on the Behavioral Inhibition and Activation Scales in a Sample of Norwegian Children
Bjørnebekk, G. (2008) · Educational and Psychological Measurement · doi:10.1177/0013164408323239 · Cited by 35
Metacognitive beliefs about procrastination: Development and concurrent validity of a self-report questionnaire
Fernie, B. A., Spada, M. M., Nikčević, A. V., Georgiou, G. A., & Moneta, G. B. (2009) · Journal of Cognitive Psychotherapy · doi:10.1891/0889-8391.23.4.283 · Cited by 33
La influencia del capital intelectual en el desempeño de las pequeñas y medianas empresas manufactureras de México: el caso de Baja California.
Cisneros, M. A. I., & Hernández‐Perlines, F. (2019) · Innovar · doi:10.15446/innovar.v29n71.76397 · Cited by 34
Çok Boyutlu COVID-19 Ölçeği Geliştirme, Geçerlik ve Güvenirlik Çalışması
Batıgün, A. D., & Ertürk, İ. Ş. (2020) · Nesne Psikoloji Dergisi · doi:10.7816/nesne-08-18-04 · Cited by 36
The development and validation of a universal enjoyment measure: The enjoy scale
Davidson, S. S., Keebler, J. R., Zhang, T., Chaparro, B. S., Szalma, J. L., & Frederick, C. M. (2022) · Current Psychology · doi:10.1007/s12144-022-02967-6 · Cited by 47
Measuring mentoring in employability-oriented higher education programs: scale development and validation
Nuis, W., Segers, M. S. R., & Beausaert, S. A. J. (2023) · Higher Education · doi:10.1007/s10734-023-01042-8 · Cited by 42
P sychometric testing of the J efferson S cale of E mpathy H ealth P rofession S tudents' version with A ustralian paramedic students
Williams, B. A., Brown, T., Boyle, M. J., & Dousek, S. (2012) · Nursing and Health Sciences · doi:10.1111/j.1442-2018.2012.00719.x · Cited by 34
Development and Preliminary Validation of Chinese Preschoolers’ Eating Behavior Questionnaire
Jiang, X., Yang, X., Zhang, Y., Wang, B., Sun, L., & Shang, L. (2014) · PLoS ONE · doi:10.1371/journal.pone.0088255 · Cited by 34
Parameter accuracy in meta‐analyses of factor structures
Gnambs, T., & Staufenbiel, T. (2016) · Research Synthesis Methods · doi:10.1002/jrsm.1190 · Cited by 34
HACIA LA VALIDACIÓN DEL CONSTRUCTO “RESPONSABILIDAD SOCIAL DEL ESTUDIANTE UNIVERSITARIO” (RSEU)
Ramos, J. M. G., Maldonado, C. D. L. C., Martínez, M. C. V., & Alija, T. D. D. (2016) · Bordón. Revista de pedagogía · doi:10.13042/bordon.2016.68303 · Cited by 34
Potencia de equipo y aprendizaje cooperativo en el ámbito universitario
del Barco, B. L., Mendo-Lázaro, S., Castaño, E. F., del Río, M. I. P., & Bullón, F. F. (2017) · Revista de Psicodidáctica · doi:10.1016/s1136-1034(17)30038-2 · Cited by 44
The validation of a new online cognitive assessment tool: The MyCognition Quotient
Domen, A. C., van de Weijer, S. C. F., Jaspers, M., Denys, D. A. J. P., & Nieman, D. H. (2019) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.1775 · Cited by 34
Using Mathematical Formulae as Proof for Integrating Mixed Methods Research and Multiple Methods Research Approaches: A Call for Multi-Mixed Methods and Meta-Methods in a Mixed Research 2.0 Era
Onwuegbuzie, A. J., & Hitchcock, J. H. (2019) · International Journal of Multiple Research Approaches · doi:10.29034/ijmra.v11n3editorial2 · Cited by 35
Measuring flow experience in recreational participants: Scale development and validation
Ayhan, C., Eskiler, E., & Soyer, F. (2020) · Journal of Human Sciences · doi:10.14687/jhs.v17i4.6105 · Cited by 34
Measuring social support perceived by inclusive education teachers in China
Xie, Z., Deng, M., & Ma, Y. (2021) · Asia Pacific Journal of Education · doi:10.1080/02188791.2021.1925224 · Cited by 34
Postpartum depressive symptoms across time and place: Structural invariance of the Self-Reporting Questionnaire among women from the international, multi-site MAL-ED study
Pendergast, L. L., Scharf, R. J., Rasmussen, Z., Seidman, J. C., Schaefer, B. A., Svensen, E., Tofail, F., Koshy, B., Kosek, M. N., Rasheed, M. A., et al. (2014) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.05.039 · Cited by 37
Dimensions of Women’s Mate Preferences
Atari, M., & Jamali, R. (2016) · Evolutionary Psychology · doi:10.1177/1474704916651443 · Cited by 33
Implementing sustainability in teaching: The role of sustainability leadership and transformational leadership in the context of higher education institutions
Eustachio, J. H. P. P., Filho, W. L., Salvia, A. L., Guimarães, Y. M., Brandli, L., Trevisan, L. V., Barbir, J., & Caldana, A. C. F. (2024) · Sustainable Development · doi:10.1002/sd.2980 · Cited by 33
Validação da Escala de Abordagens de Aprendizagem (EABAP) em uma amostra brasileira
Gomes, C. M. A., Golino, H. F., Pinheiro, C. A. R., Miranda, G. R., & Soares, J. M. T. (2011) · Psicologia Reflexão e Crítica · doi:10.1590/s0102-79722011000100004 · Cited by 33
Factor Structure of the Bumby RAPE Scale
Hermann, C. A., Babchishin, K. M., Nunes, K. L., Leth‐Steensen, C., & Cortoni, F. A. (2012) · Criminal Justice and Behavior · doi:10.1177/0093854812436802 · Cited by 40
Developing a cross-disciplinary, scenario-based training approach integrated with eye tracking data collection to enhance situational awareness in offshore oil and gas operations
Salehi, S., Kiran, R., Jeon, J., Kang, Z., Cokely, E. T., & Ybarra, V. T. (2018) · Journal of Loss Prevention in the Process Industries · doi:10.1016/j.jlp.2018.08.009 · Cited by 33
Unrestricted factor analysis of multidimensional test items based on an objectively refined target matrix
Lorenzo‐Seva, U., & Ferrando, P. J. (2019) · Behavior Research Methods · doi:10.3758/s13428-019-01209-1 · Cited by 36
Between users, functions, and evaluations: Exploring the social acceptance of smart energy homes in China
Ji, W., & Chan, E. H. W. (2020) · Energy Research & Social Science · doi:10.1016/j.erss.2020.101637 · Cited by 33
An alternative approach for measuring computational thinking: Performance-based platform
Çoban, E., & Korkmaz, Ö. (2021) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2021.100929 · Cited by 42
Examining the relationship between talent management and employee job‐related outcomes: The case of the Indian manufacturing industry
Dalal, R., & Akdere, M. (2021) · Human Resource Development Quarterly · doi:10.1002/hrdq.21467 · Cited by 33
Interrelationship between levels of digital competences and Technological, Pedagogical and Content Knowledge (TPACK): a preliminary study with Polish academic teachers
Demeshkant, N., Trusz, S., & Potyrała, K. (2022) · Technology Pedagogy and Education · doi:10.1080/1475939x.2022.2092547 · Cited by 38
The Community Supports for Wraparound Inventory: An Assessment of the Implementation Context for Wraparound
Walker, J. S., & Sanders, B. (2010) · Journal of Child and Family Studies · doi:10.1007/s10826-010-9432-1 · Cited by 33
Uses of Multivariate Analytical Techniques in Online and Blended Business Education
Arbaugh, J. B., & Hwang, A. (2012) · Organizational Behavior Teaching Review · doi:10.1177/1052562912453919 · Cited by 34
Exploratory and Confirmatory Factor Analyses of the Asian American Racism-Related Stress Inventory
Miller, M. J., Kim, J., Chen, G. A., & Alvarez, A. N. (2011) · Assessment · doi:10.1177/1073191110392497 · Cited by 37
Nursing students' Psychological Safety in High fidelity Simulations: Development of a new scale for psychometric evaluation
Park, J. E., & Kim, J. (2021) · Nurse Education Today · doi:10.1016/j.nedt.2021.105017 · Cited by 34
Forced Zero Cross-Loading Misspecifications in Measurement Component of Structural Equation Models
Hsu, H.-Y. M., Skidmore, S. T., Li, Y., & Thompson, B. (2014) · Methodology · doi:10.1027/1614-2241/a000084 · Cited by 37
Development and Validation of an Employee Voice Strategy Scale through Four Studies in Japan
Matsunaga, M. (2014) · Human Resource Management · doi:10.1002/hrm.21636 · Cited by 32
Conversation tactics in persons with normal hearing and hearing-impairment
Hallam, R., & Corney, R. (2013) · International Journal of Audiology · doi:10.3109/14992027.2013.852256 · Cited by 32
Assessing the level of collaboration in the Egyptian organic and fair trade cotton chain
Rota, C., Pugliese, P., Hashem, S., & Zanasi, C. (2016) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2016.10.011 · Cited by 32
Physical activity and screen-based recreation: Prevalences and trends over time among adolescents and barriers to recommended engagement
Jongenelis, M. I., Scully, M. L., Morley, B., Pratt, I., & Slevin, T. J. (2017) · Preventive Medicine · doi:10.1016/j.ypmed.2017.10.006 · Cited by 32
Reactions to cyberbullying among high school and university students
Erişti, B., & Akbulut, Y. (2018) · The Social Science Journal · doi:10.1016/j.soscij.2018.06.002 · Cited by 39
Information overload in patients with atrial fibrillation: Can the cancer information overload (CIO) scale be used?
Obamiro, K. O., & Lee, K. (2018) · Patient Education and Counseling · doi:10.1016/j.pec.2018.10.005 · Cited by 32
The Impact of Dynamic Capabilities on Organizational Effectiveness
Kareem, M. A., & Alameer, A. A. A. (2019) · Management & Marketing · doi:10.2478/mmcks-2019-0028 · Cited by 32
Psychometric analysis of a measure of acceptance of new technologies (UTAUT), applied to the use of haptic virtual simulators in dental students
Bravo, L. G., Fernández-Sagredo, M., Martínez, P. T., Penna, C. B., Fonseca-Molina, J., Stanciu, D., & Nistor, N. (2020) · European Journal Of Dental Education · doi:10.1111/eje.12559 · Cited by 32
Psychometric properties of the Chinese version of the Resilience Scale (RS-14): Preliminary results
Chen, W., Xie, E., Tian, X., & Zhang, G.-Y. (2020) · PLoS ONE · doi:10.1371/journal.pone.0241606 · Cited by 32
E-commerce as the predominant business model of fast fashion retailers in the era of global COVID 19 pandemics
Bilińska–Reformat, K., & Dewalska–Opitek, A. (2021) · Procedia Computer Science · doi:10.1016/j.procs.2021.09.017 · Cited by 32
Comparing factor analytic models of the DSM-IV personality disorders.
Huprich, S. K., Schmitt, T. A., Richard, D. C. S., Chelminski, I., & Zimmerman, M. A. (2010) · Personality Disorders Theory Research and Treatment · doi:10.1037/a0018245 · Cited by 32
Unification of behavioural, computational and neural accounts of word production errors in post-stroke aphasia
Tochadse, M., Halai, A. D., Ralph, M. A. L., & Abel, S. (2018) · NeuroImage Clinical · doi:10.1016/j.nicl.2018.03.031 · Cited by 32
How to improve public transport usage in a medium-sized city: key factors for a successful bus system
Suleiman, S. A., Cortez, A., de Cáceres, A. M., & Lara, A. (2023) · European Transport Research Review · doi:10.1186/s12544-023-00616-y · Cited by 36
An Analysis of Factor Extraction Strategies: A Comparison of the Relative Strengths of Principal Axis, Ordinary Least Squares, and Maximum Likelihood in Research Contexts that Include both Categorical and Continuous Variables
Coughlin, K. B. (2013) · Digital Commons - University of South Florida (University of South Florida) · Cited by 31
The analysis of bridging constructs with hierarchical clustering methods: An application to identity
Farrelly, C., Schwartz, S. J., Amodeo, A. L., Feaster, D. J., Steinley, D., Meca, A., & Picariello, S. (2017) · Journal of Research in Personality · doi:10.1016/j.jrp.2017.06.005 · Cited by 31
Validez y dimensionalidad de la escala de autoestima de Rosenberg en estudiantes universitarios
Ospino, G. A. C., Barbosa, C. P., Suescún, J. D., Oviedo, H. C., Herazo, E., & Campo‐Arias, A. (2017) · Pensamiento Psicológico · doi:10.11144/javerianacali.ppsi15-2.vdea · Cited by 32
Exposure to Awe-Evoking Natural and Built Scenes Has Positive Effects on Cognitive Performance and Affect
Collado, S., & Manrique, H. M. (2019) · Environment and Behavior · doi:10.1177/0013916519868733 · Cited by 31
Consumer behavior in the omni-channel supply chain under social networking services
Yan, B., Chen, Y., Zhou, X., & Fang, J. (2019) · Industrial Management & Data Systems · doi:10.1108/imds-03-2019-0111 · Cited by 31
Self-reflection and screening mental health on Canadian campuses: validation of the mental health continuum model
Chen, S., Chang, W., & Stuart, H. L. (2020) · BMC Psychology · doi:10.1186/s40359-020-00446-w · Cited by 31
Binary and Nonbinary Transgender Adolescents' Healthcare Experiences, Avoidance, and Well Visits
Boyer, T. L., Sequeira, G. M., Egan, J. E., Ray, K. N., Miller, E. P., & Coulter, R. W. S. (2022) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2022.04.016 · Cited by 31
A repeat cross-sectional analysis of the psychometric properties of the Compulsive Internet Use Scale (CIUS) with adolescents from public and private schools
Dhir, A., Chen, S., & Nieminen, M. (2015) · Computers & Education · doi:10.1016/j.compedu.2015.03.011 · Cited by 31
Atmospheric circulation patterns in the Arab region and its relationships with Saudi Arabian surface climate: A preliminary assessment
Almazroui, M., Dambul, R., Islam, M. N., & Jones, P. D. (2015) · Atmospheric Research · doi:10.1016/j.atmosres.2015.03.014 · Cited by 32
The effects of project characteristics on adopting relational transaction strategies
Ning, Y., & Ling, F. Y. Y. (2015) · International Journal of Project Management · doi:10.1016/j.ijproman.2014.12.006 · Cited by 31
Dimensionality of the Children’s Depression Inventory: Meta-analysis of Pattern Matrices
Huang, C., & Dong, N. (2013) · Journal of Child and Family Studies · doi:10.1007/s10826-013-9779-1 · Cited by 31
Exploratory Factor Analysis of the Clinical Learning Environment, Supervision and Nurse Teacher Scale (CLES+T)
Watson, P., Seaton, P., Sims, D. J., Jamieson, I., Mountier, J., Whittle, R., & Saarikoski, M. (2014) · Journal of Nursing Measurement · doi:10.1891/1061-3749.22.1.164 · Cited by 31
Team Potency and Cooperative Learning in the University Setting
del Barco, B. L., Mendo-Lázaro, S., Castaño, E. F., del Río, M. I. P., & Bullón, F. F. (2016) · Revista de Psicodidáctica (English ed ) · doi:10.1387/revpsicodidact.14213 · Cited by 39
Validity and reliability of the Mandarin version of Patient Dignity Inventory (PDI-MV) in cancer patients
Li, Y., Wang, H., & Ho, C. (2018) · PLoS ONE · doi:10.1371/journal.pone.0203111 · Cited by 31
Factors Affecting Implementation of Enterprise Risk Management: An Exploratory Study among Saudi Organizations
Aleisa, Y. (2018) · Journal of Economics Business and Management · doi:10.18178/joebm.2018.6.1.543 · Cited by 30
The Readership of Corporate Websites: A Cross-Cultural Study
Pollach, I. (2010) · Journal of Business Communication · doi:10.1177/0021943610385657 · Cited by 30

Authors: Henson, R. K., & Roberts, J. K.
Affiliations: University of North Texas (US)
Baylor College of Medicine (US)
ORCID: Henson, Robin K.
Venue: Educational and Psychological Measurement
Publisher: SAGE Publications
Published: 2006-06
Volume: 66
Issue: 3
Pages: 393-416
ISSN: 0013-1644 (ISSN-L)
1552-3888
DOI: 10.1177/0013164405282485
OpenAlex: W2097665571
Cited by: 2,454
References: 119
Citations by year: 2026: 129 · 2025: 164 · 2024: 186 · 2023: 182 · 2022: 184 · 2021: 217 · 2020: 203 · 2019: 163 · 2018: 147 · 2017: 148 · 2016: 137 · 2015: 133 · 2014: 125 · 2013: 74 · 2012: 58
FWCI: 44.94
Type: journal article
Language: en
Open access: closed
Licence: journals.sagepub.com/page/policies/text-and-data-mining-license (tdm)
Locations: Educational and Psychological Measurement (publishedVersion)
Topics: Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
Social Sciences › Psychology › Experimental and Cognitive Psychology › Psychology Research and Bibliometrics
Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
Keywords: exploratory factor analysis, psychology journals

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

Use of Exploratory Factor Analysis in Published Research: Common Errors and Some Comment on Improved Practice

Abstract

Overview

Integrity signals

Verification

Claims the paper makes

Claims other papers make about this one

Citations

Cites

Cited by

Related

Metadata

Record

About these checks