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Multicollinearity and Measurement Error in Structural Equation Models: Implications for Theory Testing

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  1. Claudia García-García & Catalina B. García-García & Román Salmerón, 2021. "Confronting collinearity in environmental regression models: evidence from world data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(3), pages 895-926, September.
  2. Dentoni, Domenico & Peterson, H. Christopher, 2011. "Multi-Stakeholder Sustainability Alliances in Agri-Food Chains: A Framework for Multi-Disciplinary Research," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 14(5), pages 1-25, December.
  3. Hoang Viet Nguyen & Ninh Nguyen & Bach Khoa Nguyen & Antonio Lobo & Phuong Anh Vu, 2019. "Organic Food Purchases in an Emerging Market: The Influence of Consumers’ Personal Factors and Green Marketing Practices of Food Stores," IJERPH, MDPI, vol. 16(6), pages 1-17, March.
  4. Denise Jackson & Julia Richardson & Grant Michelson & Rahat Munir, 2022. "Attracting accounting and finance graduate talent – beyond the Big Four," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(3), pages 3761-3790, September.
  5. Sridhar, Shrihari & Naik, Prasad A. & Kelkar, Ajay, 2017. "Metrics unreliability and marketing overspending," International Journal of Research in Marketing, Elsevier, vol. 34(4), pages 761-779.
  6. Raj Echambadi & James D. Hess, 2007. "Mean-Centering Does Not Alleviate Collinearity Problems in Moderated Multiple Regression Models," Marketing Science, INFORMS, vol. 26(3), pages 438-445, 05-06.
  7. Clarysse, Bart & Andries, Petra & Boone, Sarah & Roelandt, Jolien, 2023. "Institutional logics and founders' identity orientation: Why academic entrepreneurs aspire lower venture growth," Research Policy, Elsevier, vol. 52(3).
  8. Kristijan Mirkovski & Chunxiao Yin & Libo Liu & Jinbi Yang, 2019. "Exploring the Contingent Effect of Community Equity on Users’ Intention to Share Information," Information Systems Frontiers, Springer, vol. 21(4), pages 845-860, August.
  9. Xu, Yingzi & Shieh, Chih-Hui & van Esch, Patrick & Ling, I-Ling, 2020. "AI customer service: Task complexity, problem-solving ability, and usage intention," Australasian marketing journal, Elsevier, vol. 28(4), pages 189-199.
  10. Saumya Aggarwal & Ajay Kumar Singh, 2024. "Developmental, Relational and Facilitating (DRF) Organizational Culture Scale: An Empirical Study in Select Colleges of University of Delhi," Global Business Review, International Management Institute, vol. 25(2_suppl), pages 78-89, April.
  11. Candi, Marina & Beltagui, Ahmad, 2019. "Effective use of 3D printing in the innovation process," Technovation, Elsevier, vol. 80, pages 63-73.
  12. Ssu-Han Chen & Mu-Hsuan Huang & Dar-Zen Chen, 2013. "Driving factors of external funding and funding effects on academic innovation performance in university–industry–government linkages," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 1077-1098, March.
  13. Lili Tian & Huan Chen & E. Huebner, 2014. "The Longitudinal Relationships Between Basic Psychological Needs Satisfaction at School and School-Related Subjective Well-Being in Adolescents," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(1), pages 353-372, October.
  14. Tuzovic, Sven & Simpson, Merlin C. & Kuppelwieser, Volker G. & Finsterwalder, Jörg, 2014. "From ‘free’ to fee: Acceptability of airline ancillary fees and the effects on customer behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 21(2), pages 98-107.
  15. Rajdeep Grewal & Murali Chandrashekaran & F. Robert Dwyer, 2008. "Navigating Local Environments with Global Strategies: A Contingency Model of Multinational Subsidiary Performance," Marketing Science, INFORMS, vol. 27(5), pages 886-902, 09-10.
  16. Heidenreich, Sven & Kraemer, Tobias, 2015. "Passive innovation resistance: The curse of innovation? Investigating consequences for innovative consumer behavior," Journal of Economic Psychology, Elsevier, vol. 51(C), pages 134-151.
  17. Femke Hilverda & Margôt Kuttschreuter, 2018. "Online Information Sharing About Risks: The Case of Organic Food," Risk Analysis, John Wiley & Sons, vol. 38(9), pages 1904-1920, September.
  18. Yi-Shih Chung & Paul Tae-Woo Lee & Jeong-Kwan Lee, 2017. "Burnout in seafarers: its antecedents and effects on incidents at sea," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(7), pages 916-931, October.
  19. Mahabubur Rahman & M. Ángeles Rodríguez-Serrano & Mary Lambkin, 2019. "Brand equity and firm performance: the complementary role of corporate social responsibility," Journal of Brand Management, Palgrave Macmillan, vol. 26(6), pages 691-704, November.
  20. Shiv Ratan Agrawal & Divya Mittal, 2019. "How Does Transparency Complement Customer Satisfaction and Loyalty in the Restaurant Business?," Global Business Review, International Management Institute, vol. 20(6), pages 1423-1444, December.
  21. Petra Dickel & Monika Sienknecht & Jacob Hörisch, 2021. "The early bird catches the worm: an empirical analysis of imprinting in social entrepreneurship," Journal of Business Economics, Springer, vol. 91(2), pages 127-150, March.
  22. Matthew Walker & Aubrey Kent, 2013. "The Roles of Credibility and Social Consciousness in the Corporate Philanthropy-Consumer Behavior Relationship," Journal of Business Ethics, Springer, vol. 116(2), pages 341-353, August.
  23. R. Rajesh & Chandrasekharan Rajendran, 2020. "Relating Environmental, Social, and Governance scores and sustainability performances of firms: An empirical analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1247-1267, March.
  24. Cheng, Li-Keng & Huang, Hsien-Long & Yang, Shou-Yu, 2021. "Attitude toward 5G: The moderating effect of regulatory focus," Technology in Society, Elsevier, vol. 67(C).
  25. Laura von Arnim & Matthias Mrozewski, 2020. "Entrepreneurship in an Increasingly Digital and Global World. Evaluating the Role of Digital Capabilities on International Entrepreneurial Intention," Sustainability, MDPI, vol. 12(19), pages 1-18, September.
  26. Sarah Desiree Schaefer & Peggy Cunningham & Sandra Diehl & Ralf Terlutter, 2024. "Employees' positive perceptions of corporate social responsibility create beneficial outcomes for firms and their employees: Organizational pride as a mediator," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 2574-2587, May.
  27. Kushwaha, Gyaneshwar Singh & Agrawal, Shiv Ratan, 2015. "An Indian customer surrounding 7P׳s of service marketing," Journal of Retailing and Consumer Services, Elsevier, vol. 22(C), pages 85-95.
  28. Erland Hejn Nielsen & Steen Nielsen, 2020. "Preparing students for careers using business analytics and data-driven decision making," Economics Working Papers 2020-08, Department of Economics and Business Economics, Aarhus University.
  29. Fiona Maria Schweitzer & Matthias Handrich & Sven Heidenreich, 2019. "Digital Transformation In The New Product Development Process: The Role Of It-Enabled Plm Systems For Relational, Structural, And Npd Performance," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-34, October.
  30. Ana B. Casado & Francisco J. Mas & Hans Kasper, 2006. "Explaining Satisfaction In Double Deviation Scenarios: The Effects Of Anger And Distributive Justice," Working Papers. Serie EC 2006-09, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  31. Birch, Dawn & Memery, Juliet & De Silva Kanakaratne, Maheshan, 2018. "The mindful consumer: Balancing egoistic and altruistic motivations to purchase local food," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 221-228.
  32. Hoang Viet Nguyen & Ninh Nguyen & Bach Khoa Nguyen & Steven Greenland, 2021. "Sustainable Food Consumption: Investigating Organic Meat Purchase Intention by Vietnamese Consumers," Sustainability, MDPI, vol. 13(2), pages 1-15, January.
  33. Piotr Tarka, 2018. "An overview of structural equation modeling: its beginnings, historical development, usefulness and controversies in the social sciences," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 313-354, January.
  34. Gordon W. Cheung & Helena D. Cooper-Thomas & Rebecca S. Lau & Linda C. Wang, 2024. "Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations," Asia Pacific Journal of Management, Springer, vol. 41(2), pages 745-783, June.
  35. Hung-Pin Shih & Echo Huang, 2014. "Influences of Web interactivity and social identity and bonds on the quality of online discussion in a virtual community," Information Systems Frontiers, Springer, vol. 16(4), pages 627-641, September.
  36. Ralf van der Lans & Joseph A. Cote & Catherine A. Cole & Siew Meng Leong & Ale Smidts & Pamela W. Henderson & Christian Bluemelhuber & Paul A. Bottomley & John R. Doyle & Alexander Fedorikhin & Janaki, 2009. "Cross-National Logo Evaluation Analysis: An Individual-Level Approach," Marketing Science, INFORMS, vol. 28(5), pages 968-985, 09-10.
    • van der Lans, R.J.A. & Cote, J.A. & Cole, C.A. & Leong, S.M. & Smidts, A. & Henderson, P.W. & Bluemelhuber, C. & Bottomley, P.A. & Doyle, J.R. & Fedorikhin, A.S. & Janakiraman, M. & Ramaseshan, B. & S, 2008. "Cross-National Logo Evaluation Analysis: An Individual Level Approach," ERIM Report Series Research in Management ERS-2008-055-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
  37. Bücker, Joost‏ JLE & Furrer, Olivier & Lin, Yanyan, 2015. "Measuring cultural intelligence: a new test of the CQ scale," FSES Working Papers 461, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  38. The Ninh Nguyen & Hoang Viet Nguyen & Antonio Lobo & The Son Dao, 2017. "Encouraging Vietnamese Household Recycling Behavior: Insights and Implications," Sustainability, MDPI, vol. 9(2), pages 1-15, January.
  39. Kesari, Bikrant & Atulkar, Sunil, 2016. "Satisfaction of mall shoppers: A study on perceived utilitarian and hedonic shopping values," Journal of Retailing and Consumer Services, Elsevier, vol. 31(C), pages 22-31.
  40. Lee, Ruby P. & Johnson, Jean L. & Grewal, Rajdeep, 2008. "Understanding the antecedents of collateral learning in new product alliances," International Journal of Research in Marketing, Elsevier, vol. 25(3), pages 192-200.
  41. Scott Sonenshein & Utpal Dholakia, 2012. "Explaining Employee Engagement with Strategic Change Implementation: A Meaning-Making Approach," Organization Science, INFORMS, vol. 23(1), pages 1-23, February.
  42. You-Kyung Lee, 2021. "Impacts of Digital Technostress and Digital Technology Self-Efficacy on Fintech Usage Intention of Chinese Gen Z Consumers," Sustainability, MDPI, vol. 13(9), pages 1-15, April.
  43. Chennamaneni, Pavan Rao & Echambadi, Raj & Hess, James D. & Syam, Niladri, 2016. "Diagnosing harmful collinearity in moderated regressions: A roadmap," International Journal of Research in Marketing, Elsevier, vol. 33(1), pages 172-182.
  44. Julia Schoellbauer & Sara Tement & Christian Korunka, 2023. "Honey, There´s Something on My Mind… Adverse Consequences of Negative and Positive Work Rumination on Attention to the Partner, and the Advantage of Talking About it," Journal of Happiness Studies, Springer, vol. 24(3), pages 917-944, March.
  45. Zhang, Jing & Brown, Colin & Qiao, Guanghua & Zhang, Bao, 2019. "Effect of Eco-compensation Schemes on Household Income Structures and Herder Satisfaction: Lessons From the Grassland Ecosystem Subsidy and Award Scheme in Inner Mongolia," Ecological Economics, Elsevier, vol. 159(C), pages 46-53.
  46. Cristiane Pizzutti & Renata Gonçalves & Maura Ferreira, 2022. "Information search behavior at the post-purchase stage of the customer journey," Journal of the Academy of Marketing Science, Springer, vol. 50(5), pages 981-1010, September.
  47. Siebert, Johannes & Kunz, Reinhard, 2016. "Developing and validating the multidimensional proactive decision-making scale," European Journal of Operational Research, Elsevier, vol. 249(3), pages 864-877.
  48. Shiu, Edward & Pervan, Simon J. & Bove, Liliana L. & Beatty, Sharon E., 2011. "Reflections on discriminant validity: Reexamining the Bove et al. (2009) findings," Journal of Business Research, Elsevier, vol. 64(5), pages 497-500, May.
  49. Dalla Pozza, Ilaria & Goetz, Oliver & Sahut, Jean Michel, 2018. "Implementation effects in the relationship between CRM and its performance," Journal of Business Research, Elsevier, vol. 89(C), pages 391-403.
  50. Mark Boons & Daan Stam & Harry G. Barkema, 2015. "Feelings of Pride and Respect as Drivers of Ongoing Member Activity on Crowdsourcing Platforms," Journal of Management Studies, Wiley Blackwell, vol. 52(6), pages 717-741, September.
  51. Oliver J. Rutz & George F. Watson, 2019. "Endogeneity and marketing strategy research: an overview," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 479-498, May.
  52. Christian Homburg, 2007. "Betriebswirtschaftslehre als Empirische Wissenschaft — Bestandsaufnahme und Empfehlungen," Schmalenbach Journal of Business Research, Springer, vol. 59(56), pages 27-60, January.
  53. Guowei Li & Zhe Luo & Muhammad Anwar & Yuqiu Lu & Xiantao Wang & Xuening Liu, 2020. "Intellectual capital and the efficiency of SMEs in the transition economy China; Do financial resources strengthen the routes?," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-25, July.
  54. Nijssen, Edwin J. & Ordanini, Andrea, 2020. "How important is alignment of social media use and R&D–Marketing cooperation for innovation success?," Journal of Business Research, Elsevier, vol. 116(C), pages 1-12.
  55. Kee-Young Kwahk & Byoungsoo Kim, 2017. "Effects of social media on consumers’ purchase decisions: evidence from Taobao," Service Business, Springer;Pan-Pacific Business Association, vol. 11(4), pages 803-829, December.
  56. Goldsmith, Andrew L. & Walker, Matthew, 2015. "The NASCAR experience: Examining the influence of fantasy sport participation on ‘non-fans’," Sport Management Review, Elsevier, vol. 18(2), pages 231-243.
  57. Muhammad A. Saleem & Hina Ismail & Rao Akmal Ali, 2021. "Actions Speak Louder than Words: Investigating the Interplay between Descriptive and Injunctive Norms to Promote Alternative Fuel Vehicles," Sustainability, MDPI, vol. 13(17), pages 1-17, August.
  58. M. Ab Hamid & Z. Mustafa & N. Suradi & F. Idris & M. Abdullah, 2013. "Value-based performance excellence measurement for higher education institution: instrument validation," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(6), pages 3019-3030, October.
  59. Horstmann, Felix, 2017. "Measuring the shopper's attitude toward the point of sale display: Scale development and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 36(C), pages 112-123.
  60. Johnson, William H.A. & Bicen, Pelin & Zhu, Zhen, 2023. "Being lean: Conceptualizing and operationalizing the Lean Innovation Capability (LIC) of innovative companies," Technovation, Elsevier, vol. 126(C).
  61. Daniela Andreini & Mara Bergamaschi & Giuseppe Pedeliento & Jari Salo, 2016. "Industrial Ingredient Co-branding: A Brand Relationship Approach," International Journal of Business and Management, Canadian Center of Science and Education, vol. 11(7), pages 1-23, June.
  62. Ng, Choy Peng & Law, Teik Hua & Wong, Shaw Voon & Kulanthayan, S., 2017. "Relative improvements in road mobility as compared to improvements in road accessibility and economic growth: A cross-country analysis," Transport Policy, Elsevier, vol. 60(C), pages 24-33.
  63. Sonnier, Garrett P. & Rutz, Oliver J. & Ward, Adrian F., 2023. "Estimating the effect of brand beliefs on brand evaluations when beliefs are measured with error," International Journal of Research in Marketing, Elsevier, vol. 40(3), pages 552-569.
  64. Simon L. Albrecht & Camille R. Green & Andrew Marty, 2021. "Meaningful Work, Job Resources, and Employee Engagement," Sustainability, MDPI, vol. 13(7), pages 1-14, April.
  65. Jennifer Heiny & Icek Ajzen & Ingrid-Ute Leonhäuser & Peter Schmidt, 2019. "Intentions to Enhance Tourism in Private Households: Explanation and Mediated Effects of Entrepreneurial Experience," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 5(2), pages 128-148, July.
  66. Noppadol Phaosathianphan & Adisorn Leelasantitham, 2019. "Understanding the Adoption Factors Influence on the Use of Intelligent Travel Assistant (ITA) for Eco-Tourists: An Extension of the UTAUT," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(08), pages 1-26, December.
  67. Wang, Xinchun & Lou, Tianyang, 2020. "The effect of performance feedback on firms’ unplanned marketing investments," Journal of Business Research, Elsevier, vol. 118(C), pages 441-451.
  68. Matthew Walker & Haylee Mercado, 2016. "Environmentally Responsible Value Orientations: Perspectives from Public Assembly Facility Managers," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 23(5), pages 271-282, September.
  69. Nick Lin-Hi & Marlene Reimer & Katharina Schäfer & Johanna Böttcher, 2023. "Consumer acceptance of cultured meat: an empirical analysis of the role of organizational factors," Journal of Business Economics, Springer, vol. 93(4), pages 707-746, May.
  70. Bicen, Pelin & Hunt, Shelby D. & Madhavaram, Sreedhar, 2021. "Coopetitive innovation alliance performance: Alliance competence, alliance’s market orientation, and relational governance," Journal of Business Research, Elsevier, vol. 123(C), pages 23-31.
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  72. Jan-Michael Becker & Christian Ringle & Marko Sarstedt & Franziska Völckner, 2015. "How collinearity affects mixture regression results," Marketing Letters, Springer, vol. 26(4), pages 643-659, December.
  73. Trong Tuan Luu, 2019. "CSR and Customer Value Co-creation Behavior: The Moderation Mechanisms of Servant Leadership and Relationship Marketing Orientation," Journal of Business Ethics, Springer, vol. 155(2), pages 379-398, March.
  74. Möldner, Alexander Kurt & Garza-Reyes, Jose Arturo & Kumar, Vikas, 2020. "Exploring lean manufacturing practices' influence on process innovation performance," Journal of Business Research, Elsevier, vol. 106(C), pages 233-249.
  75. Nguyen, The Ninh & Lobo, Antonio & Greenland, Steven, 2016. "Pro-environmental purchase behaviour: The role of consumers' biospheric values," Journal of Retailing and Consumer Services, Elsevier, vol. 33(C), pages 98-108.
  76. Nancy Matos Reyes & Robert McDonald & Jaime Rivera Camino, 2022. "La influencia del conflicto social y la licencia social para operar sobre el valor de la empresa," Estudios Gerenciales, Universidad Icesi, vol. 38(165), pages 406-423, November.
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  79. Anupam Singh & Priyanka Verma, 2017. "How CSR Affects Brand Equity of Indian Firms?," Global Business Review, International Management Institute, vol. 18(3_suppl), pages 52-69, June.
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