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A rationale and test for the number of factors in factor analysis

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  1. Lina Begdache & Hadia Radwan & Salma Abu Qiyas & Nada Abbas & Farah Naja, 2024. "Validity and Reliability of the Transcultural Arabic Adaptation of the Food-Mood Questionnaire Among College Students," IJERPH, MDPI, vol. 21(11), pages 1-12, November.
  2. Hauck, Jana & Suess-Reyes, Julia & Beck, Susanne & Prügl, Reinhard & Frank, Hermann, 2016. "Measuring socioemotional wealth in family-owned and -managed firms: A validation and short form of the FIBER Scale," Journal of Family Business Strategy, Elsevier, vol. 7(3), pages 133-148.
  3. Richard Agbanyo & Godwin Musah & James Ntiamoah Doku & Joseph Quarshie & Nyuregbee Yahbewobr Dery, 2024. "Perceived political corruption and tax compliance intentions among private enterprises in emerging economies: The roles of tax morale and tax tolerance in Ghana," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 2063-2095, May.
  4. Wang, Ke & Franks, Alexander & Oh, Sang-Yun, 2023. "Learning Gaussian graphical models with latent confounders," Journal of Multivariate Analysis, Elsevier, vol. 198(C).
  5. Jasna Mesarić & Diana Šimić & Milica Katić & Ellen Catharina Tveter Deilkås & Dag Hofoss & Gunnar Tschudi Bondevik, 2020. "The safety attitudes questionnaire for out-of-hours service in primary healthcare—Psychometric properties of the Croatian version," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-17, November.
  6. Szymon Zaleski & Rafał Michalski, 2021. "Success Factors in Sustainable Management of IT Service Projects: Exploratory Factor Analysis," Sustainability, MDPI, vol. 13(8), pages 1-28, April.
  7. Sofie Kragh Pedersen & Alexander K. Koch & Julia Nafziger, 2014. "Who Wants Paternalism?," Bulletin of Economic Research, Wiley Blackwell, vol. 66(S1), pages 147-166, December.
  8. Julia Zaripova & Ksenia Chuprianova & Irina Polyakova & Daria Semenova & Sofya Kulikova, 2023. "The impact of sensory characteristics on the willingness to pay for honey," Papers 2311.18269, arXiv.org.
  9. repec:cup:judgdm:v:9:y:2014:i:5:p:500-509 is not listed on IDEAS
  10. Sonia Cruz-Ros, 2009. "Multi-item models for evaluating managerial and organizational resources in service firms," Service Business, Springer;Pan-Pacific Business Association, vol. 3(3), pages 229-257, September.
  11. Faping Zhang & Jialun Zhang & Junjiu Ma, 2023. "Data-manifold-based monitoring and anomaly diagnosis for manufacturing process," Journal of Intelligent Manufacturing, Springer, vol. 34(7), pages 3159-3177, October.
  12. Theophilus Ehidiamen OAMEN, 2021. "An Exploratory Factor Analysis of Work-Attributes of Pharmaceutical Sales Workforce during COVID-19 Lockdown," Journal of Contemporary Research in Social Sciences, Michael Laurence, vol. 3(1), pages 11-27.
  13. Zhenjie Yuan & Xia Li, 2019. "Measurement Model for Students’ Ethnic Identity, National Identity, and Perception of Social Mobility in China: Exploratory and Confirmatory Factor Analyses," SAGE Open, , vol. 9(2), pages 21582440198, April.
  14. Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Costas Meghir & Marta Rubio-Codina, 2020. "Estimating the Production Function for Human Capital: Results from a Randomized Controlled Trial in Colombia," American Economic Review, American Economic Association, vol. 110(1), pages 48-85, January.
  15. Jeanne A. Teresi & Katja Ocepek-Welikson & John A. Toner & Marjorie Kleinman & Mildred Ramirez & Joseph P. Eimicke & Barry J. Gurland & Albert Siu, 2017. "Methodological Issues in Measuring Subjective Well-Being and Quality-of-Life: Applications to Assessment of Affect in Older, Chronically and Cognitively Impaired, Ethnically Diverse Groups Using the F," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 12(2), pages 251-288, June.
  16. Walder, Peter & Kantelhardt, Jochen, 2018. "The Environmental Behaviour of Farmers – Capturing the Diversity of Perspectives with a Q Methodological Approach," Ecological Economics, Elsevier, vol. 143(C), pages 55-63.
  17. Mahlalela, Linda Siphiwo & Jourdain, Damien & Mungatana, Eric Dada & Lundhede, Thomas Hedemark, 2022. "Diverse stakeholder perspectives and ecosystem services ranking: Application of the Q-methodology to Hawane Dam and Nature Reserve in Eswatini," Ecological Economics, Elsevier, vol. 197(C).
  18. Magdalena Jaciow & Edyta Rudawska & Adam Sagan & Jolanta Tkaczyk & Robert Wolny, 2022. "The Influence of Environmental Awareness on Responsible Energy Consumption—The Case of Households in Poland," Energies, MDPI, vol. 15(15), pages 1-15, July.
  19. John Eric Humphries & Fabian Kosse, 2016. "On the interpretation of non-cognitive skills – what is being measured and why it matters," Working Papers 2016-025, Human Capital and Economic Opportunity Working Group.
  20. Manuela Ferrari & Barbara König, 2017. "No evidence for punishment in communally nursing female house mice (Mus musculus domesticus)," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-16, June.
  21. Van Acker, Véronique & Mulley, Corinne & Ho, Loan, 2019. "Impact of childhood experiences on public transport travel behaviour," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 783-798.
  22. Maria Lidia Mascia & Mirian Agus & Łukasz Tomczyk & Natale Salvatore Bonfiglio & Diego Bellini & Maria Pietronilla Penna, 2023. "Smartphone Distraction: Italian Validation of the Smartphone Distraction Scale (SDS)," IJERPH, MDPI, vol. 20(15), pages 1-15, August.
  23. Boris Álvarez & Àlex Boso & Ignacio Rodríguez-Rodríguez & Josep Espluga-Trenc, 2024. "Engaging Communities in Energy Transitions: A Study on Attitudes Towards Sustainable Heating Technologies and the Role of Peer Effects in Southern Chile," Sustainability, MDPI, vol. 16(20), pages 1-17, October.
  24. Mergaerts, Frederik & Vander Vennet, Rudi, 2016. "Business models and bank performance: A long-term perspective," Journal of Financial Stability, Elsevier, vol. 22(C), pages 57-75.
  25. Sarah Herpertz & Sophia Nizielski & Michael Hock & Astrid Schütz, 2016. "The Relevance of Emotional Intelligence in Personnel Selection for High Emotional Labor Jobs," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-11, April.
  26. Patrick Hylton & Ben Kisby & Paul Goddard, 2018. "Young People’s Citizen Identities: A Q-Methodological Analysis of English Youth Perceptions of Citizenship in Britain," Societies, MDPI, vol. 8(4), pages 1-21, December.
  27. Raveenajit Kaur A. P. & Kalvant Singh & Alberto Luis August, 2021. "Exploring the Factor Structure of the Constructs of Technological, Pedagogical, and Content Knowledge (TPACK): An Exploratory Factor Analysis Based on the Perceptions of TESOL Pre-Service Teachers at ," Research Journal of Education, Academic Research Publishing Group, vol. 7(2), pages 103-115, 06-2021.
  28. Hudson F Golino & Sacha Epskamp, 2017. "Exploratory graph analysis: A new approach for estimating the number of dimensions in psychological research," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-26, June.
  29. Marco Castillo & John A. List & Ragan Petrie & Anya Samek, 2024. "Detecting Drivers of Behavior at an Early Age: Evidence from a Longitudinal Field Experiment," Journal of Political Economy, University of Chicago Press, vol. 132(12), pages 3942-3977.
  30. Rita Bastião & Nuno de Sousa Pereira, 2020. "Performance in the Delivery of Primary Health Care Services: A Longitudinal Analysis," CEF.UP Working Papers 2002, Universidade do Porto, Faculdade de Economia do Porto.
  31. Myoung Keun Lee & John R Shaffer & Elizabeth J Leslie & Ekaterina Orlova & Jenna C Carlson & Eleanor Feingold & Mary L Marazita & Seth M Weinberg, 2017. "Genome-wide association study of facial morphology reveals novel associations with FREM1 and PARK2," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-13, April.
  32. Lynn Patricia Summerfield & Vicente Prado-Gascó & María del Carmen Giménez-Espert & Patricia Mesa-Gresa, 2021. "The Multicultural Personality Questionnaire (SF-40): Adaptation and Validation of the Spanish Version," IJERPH, MDPI, vol. 18(5), pages 1-15, March.
  33. Adam P. McGuire & Candice L. Hayden & Rawda Tomoum & A. Solomon Kurz, 2022. "Development and Validation of the State Moral Elevation Scale: Assessing State-Level Elevation Across Nonclinical and Clinical Samples," Journal of Happiness Studies, Springer, vol. 23(6), pages 2923-2946, August.
  34. Attanasio, Orazio & Blundell, Richard & Conti, Gabriella & Mason, Giacomo, 2020. "Inequality in socio-emotional skills: A cross-cohort comparison," Journal of Public Economics, Elsevier, vol. 191(C).
  35. Guillermo Morán-Gámez & Antonio Fernández-Martínez & Rui Biscaia & Román Nuviala, 2024. "Measuring Green Practices in Sport: Development and Validation of a Scale," Sustainability, MDPI, vol. 16(2), pages 1-16, January.
  36. Gabriel Albino, 2018. "Technical and Behavioral Competencies on Performance Evaluation: Petrek Leaders’ Perspectives," SAGE Open, , vol. 8(2), pages 21582440187, June.
  37. Nichole Fairbrother & Fanie Collardeau & Arianne Albert & Kathrin Stoll, 2022. "Screening for Perinatal Anxiety Using the Childbirth Fear Questionnaire: A New Measure of Fear of Childbirth," IJERPH, MDPI, vol. 19(4), pages 1-23, February.
  38. Emily Gray & Esther T Beierl & David M Clark, 2019. "Sub-types of safety behaviours and their effects on social anxiety disorder," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-18, October.
  39. Kilsheimer Eastman, Jacqueline & Iyer, Rajesh & Babin, Barry, 2022. "Luxury not for the masses: Measuring inconspicuous luxury motivations," Journal of Business Research, Elsevier, vol. 145(C), pages 509-523.
  40. Jian Wang & Bart Thijs & Wolfgang Glänzel, 2015. "Interdisciplinarity and Impact: Distinct Effects of Variety, Balance, and Disparity," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-18, May.
  41. Edson Melo Souza & Jose Eduardo Storopoli & Wonder Alexandre Luz Alves, 2022. "Scientific Contribution List Categories Investigation: a comparison between three mainstream medical journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(5), pages 2249-2276, May.
  42. Maria H Lindberg & Lena Wettergren & Maria Wiklander & Veronica Svedhem-Johansson & Lars E Eriksson, 2014. "Psychometric Evaluation of the HIV Stigma Scale in a Swedish Context," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-16, December.
  43. Collison, Katherine L. & Miller, Joshua D. & Gaughan, Eric T. & Widiger, Thomas A. & Lynam, Donald R., 2016. "Development and validation of the super-short form of the Elemental Psychopathy Assessment," Journal of Criminal Justice, Elsevier, vol. 47(C), pages 143-150.
  44. Chandler, Gaylen N. & DeTienne, Dawn R. & McKelvie, Alexander & Mumford, Troy V., 2011. "Causation and effectuation processes: A validation study," Journal of Business Venturing, Elsevier, vol. 26(3), pages 375-390, May.
  45. Jan Krämer & Lukas Wiewiorra, 2015. "When ‘Just’ is Just Not Enough," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(5), pages 325-338, October.
  46. Peres-Neto, Pedro R. & Jackson, Donald A. & Somers, Keith M., 2005. "How many principal components? stopping rules for determining the number of non-trivial axes revisited," Computational Statistics & Data Analysis, Elsevier, vol. 49(4), pages 974-997, June.
  47. Mitchell, Mark & Favara, Marta & Porter, Catherine & Sanchez, Alan, 2020. "Human Capital Development: New Evidence on the Production of Socio-Emotional Skills," IZA Discussion Papers 13804, Institute of Labor Economics (IZA).
  48. Brett Williams & Ted Brown & Malcolm Boyle & Simon Dousek, 2013. "Psychometric testing of the Jefferson Scale of Empathy Health Profession Students' version with Australian paramedic students," Nursing & Health Sciences, John Wiley & Sons, vol. 15(1), pages 45-50, March.
  49. Andrea Zammitti & Giuseppe Santisi & Paola Magnano & Santo Di Nuovo, 2023. "Analyzing Attitudes to Promote Sustainability: The Adaptation of the Environmental Concern Scale (ECs) to the Italian Context," Sustainability, MDPI, vol. 15(14), pages 1-14, July.
  50. Van Acker, Veronique & Ho, Loan & Stevens, Larissa & Mulley, Corinne, 2020. "Quantifying the effects of childhood and previous residential experiences on the use of public transport," Journal of Transport Geography, Elsevier, vol. 86(C).
  51. Jing Yang & Xiya Wang & Carlos P. Carmona & Xihua Wang & Guochun Shen, 2024. "Inverse relationship between species competitiveness and intraspecific trait variability may enable species coexistence in experimental seedling communities," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
  52. James J. Heckman & Rodrigo Pinto, 2015. "Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 6-31, February.
  53. Wei Chen & Enhui Xie & Xue Tian & Guyin Zhang, 2020. "Psychometric properties of the Chinese version of the Resilience Scale (RS-14): Preliminary results," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-18, October.
  54. Borjana Kremžar Jovanović & Maja Smrdu & Rok Holnthaner & Tanja Kajtna, 2022. "Elite Sport and Sustainable Psychological Well-Being," Sustainability, MDPI, vol. 14(5), pages 1-15, February.
  55. Herman A van Wietmarschen & Theo H Reijmers & Anita J van der Kooij & Jan Schroën & Heng Wei & Thomas Hankemeier & Jacqueline J Meulman & Jan van der Greef, 2011. "Sub-Typing of Rheumatic Diseases Based on a Systems Diagnosis Questionnaire," PLOS ONE, Public Library of Science, vol. 6(9), pages 1-10, September.
  56. Gutmann, Jerg & Voigt, Stefan, 2017. "Why Adopt a Federal Constitution? And why Decentralize? – Determinants Based on a New Dataset," ILE Working Paper Series 6, University of Hamburg, Institute of Law and Economics.
  57. Dandara Gabriela Haag & Pedro Henrique Ribeiro Santiago & Davi Manzini Macedo & João Luiz Bastos & Yin Paradies & Lisa Jamieson, 2020. "Development and initial psychometric assessment of the race-related attitudes and multiculturalism scale in Australia," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-19, April.
  58. Andrea Poli & Angelo Giovanni Icro Maremmani & Carlo Chiorri & Gian-Paolo Mazzoni & Graziella Orrù & Jacek Kolacz & Stephen W. Porges & Ciro Conversano & Angelo Gemignani & Mario Miccoli, 2021. "Item Reduction, Psychometric and Biometric Properties of the Italian Version of the Body Perception Questionnaire—Short Form (BPQ-SF): The BPQ-22," IJERPH, MDPI, vol. 18(7), pages 1-22, April.
  59. Maura Mills & Satoris Culbertson & Clive Fullagar, 2012. "Conceptualizing and Measuring Engagement: An Analysis of the Utrecht Work Engagement Scale," Journal of Happiness Studies, Springer, vol. 13(3), pages 519-545, June.
  60. Ard H. J. den Reijer & Pieter W. Otter & Jan P. A. M. Jacobs, 2024. "An heuristic scree plot criterion for the number of factors," Statistical Papers, Springer, vol. 65(6), pages 3991-4000, August.
  61. Irene Scopelliti & Carey K. Morewedge & Erin McCormick & H. Lauren Min & Sophie Lebrecht & Karim S. Kassam, 2015. "Bias Blind Spot: Structure, Measurement, and Consequences," Management Science, INFORMS, vol. 61(10), pages 2468-2486, October.
  62. Anne Hilger & Christophe Jalil Nordman & Leopold R. Sarr, 2018. "Cognitive and non-cognitive skills, hiring channels, and wages in Bangladesh," Working Papers DT/2018/11, DIAL (Développement, Institutions et Mondialisation).
  63. Rachid Laaja & Karen Macours, 2021. "Measuring Skills in Developing Countries," Journal of Human Resources, University of Wisconsin Press, vol. 56(4), pages 1254-1295.
  64. Jarryd Willis & Melissa Daniels & Gareth Disler & Laureen Khalil & April (Ye) Zhou, 2017. "Reliability and Validity of the Intergroup Compromise Inventory in Two Bipartisan Samples," SAGE Open, , vol. 7(4), pages 21582440177, October.
  65. Sati Bozkurt & Gizem B. Ekitli & Christopher L. Thomas & Jerrell C. Cassady, 2017. "Validation of the Turkish Version of the Cognitive Test Anxiety Scale–Revised," SAGE Open, , vol. 7(1), pages 21582440166, January.
  66. repec:ers:journl:v:xxiv:y:2021:i:special2:p:503-512 is not listed on IDEAS
  67. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
  68. Müller, Christoph & Hummert, Henning & Traum, Anne & Görs, Philipp K. & Nerdinger, Friedemann W., 2018. "Entwicklung von Skalen zur Erfassung des organisationalen bzw. arbeitsplatzbezogenen Digitalisierungsgrades (ODG/ADG-Skala) in Steuerberatungskanzleien," Rostocker Beiträge zur Wirtschafts- und Organisationspsychologie 19, Universität Rostock, Seniorprofessur für Wirtschafts- und Organisationspsychologie.
  69. Yubing Zheng & Yang Ma & Nan Li & Jianchuan Cheng, 2019. "Personality and Behavioral Predictors of Cyclist Involvement in Crash-Related Conditions," IJERPH, MDPI, vol. 16(24), pages 1-19, December.
  70. Leiv Gabrielsen & Pål Ulleberg & Reidulf Watten, 2012. "The Adolescent Life Goal Profile Scale: Development of a New Scale for Measurements of Life Goals Among Young People," Journal of Happiness Studies, Springer, vol. 13(6), pages 1053-1072, December.
  71. Y Chen & X Li, 2022. "Determining the number of factors in high-dimensional generalized latent factor models [Eigenvalue ratio test for the number of factors]," Biometrika, Biometrika Trust, vol. 109(3), pages 769-782.
  72. Kitano, Shinichi & Yamamoto, Naotoshi, 2020. "The role of consumer knowledge, experience,and heterogeneity in fish consumption: Policy lessons from Japan," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
  73. Jed A. Long & Jinhyung Lee & Darja Reuschke, 2023. "Activity graphs: Spatial graphs as a framework for quantifying individual mobility," Journal of Geographical Systems, Springer, vol. 25(3), pages 377-402, July.
  74. Lambert, Stephanie A. & Herbert, Ian P. & Rothwell, Andrew T., 2020. "Rethinking the Career Anchors Inventory framework with insights from a finance transformation field study," The British Accounting Review, Elsevier, vol. 52(2).
  75. María Pilar Jiménez & Jennifer A. Rieker & José Manuel Reales & Soledad Ballesteros, 2021. "COVID-19 Peritraumatic Distress as a Function of Age and Gender in a Spanish Sample," IJERPH, MDPI, vol. 18(10), pages 1-15, May.
  76. repec:zna:indecs:v:20:y:2022:i:1:p:50-56 is not listed on IDEAS
  77. Godfred O Boateng & Shalean M Collins & Patrick Mbullo & Pauline Wekesa & Maricianah Onono & Torsten B Neilands & Sera L Young, 2018. "A novel household water insecurity scale: Procedures and psychometric analysis among postpartum women in western Kenya," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-28, June.
  78. Daniel Apolinario & Sonia Maria Dozzi Brucki & Renata Eloah de Lucena Ferretti & José Marcelo Farfel & Regina Miksian Magaldi & Alexandre Leopold Busse & Wilson Jacob-Filho, 2013. "Estimating Premorbid Cognitive Abilities in Low-Educated Populations," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-8, March.
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  84. Saab, Hana & Klinger, Don, 2010. "School differences in adolescent health and wellbeing: Findings from the Canadian Health Behaviour in School-aged Children Study," Social Science & Medicine, Elsevier, vol. 70(6), pages 850-858, March.
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