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Multicollinearity: How common factors cause Type 1 errors in multivariate regression

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Cited by:

  1. Xiao, Shufeng & Tian, Xiaocong, 2023. "Performance feedback and location choice of foreign direct investment," International Business Review, Elsevier, vol. 32(4).
  2. Xie, Xuemei & Han, Yuhang & Hoang, Thu Thao, 2022. "Can green process innovation improve both financial and environmental performance? The roles of TMT heterogeneity and ownership," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  3. John R. Busenbark & Matthew Semadeni & Mathias Arrfelt & Michael C. Withers, 2022. "Corporate‐level influences on internal capital allocation: The role of financial analyst performance projections," Strategic Management Journal, Wiley Blackwell, vol. 43(1), pages 180-209, January.
  4. John Komlos, 2020. "Multicollinearity in the Presence of Errors-in-Variables Can Increase the Probability of Type-I Error," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 63(1), pages 1-17.
  5. Xie, Xuemei & Wu, Yonghui & Devece, Carlos, 2022. "Is collaborative innovation a double-edged sword for firms? The contingent role of ambidextrous learning and TMT shared vision," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  6. Khan, Muhammad Tariq Iqbal & Anwar, Sofia, 2022. "Natural disasters and foreign exchange reserves: The role of renewable energy and human capital," Renewable Energy, Elsevier, vol. 192(C), pages 838-848.
  7. Denise Fischer-Kreer & Andrea Greven & Isabel Catherine Eichwald & David Bendig & Malte Brettel, 2021. "Organizational Psychological Capital in Family Firms: the Role of Family Firm Heterogeneity," Schmalenbach Journal of Business Research, Springer, vol. 73(3), pages 413-441, December.
  8. Nilanjana Dutt & Will Mitchell, 2020. "Searching for knowledge in response to proximate and remote problem sources: Evidence from the U.S. renewable electricity industry," Strategic Management Journal, Wiley Blackwell, vol. 41(8), pages 1412-1449, August.
  9. Xie, Xuemei & Wu, Yonghui & Palacios-Marqués, Daniel & Ribeiro-Navarrete, Samuel, 2022. "Business networks and organizational resilience capacity in the digital age during COVID-19: A perspective utilizing organizational information processing theory," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
  10. Wei Shi & Brian L. Connelly & Jeremy D. Mackey & Abhinav Gupta, 2019. "Placing their bets: The influence of strategic investment on CEO pay‐for‐performance," Strategic Management Journal, Wiley Blackwell, vol. 40(12), pages 2047-2077, December.
  11. Arturs Kalnins & Michele Williams, 2021. "The geography of female small business survivorship: Examining the roles of proportional representation and stakeholders," Strategic Management Journal, Wiley Blackwell, vol. 42(7), pages 1247-1274, July.
  12. Xuemei Xie & Yonghui Wu, 2022. "Doing Well and Doing Good: How Responsible Entrepreneurship Shapes Female Entrepreneurial Success," Journal of Business Ethics, Springer, vol. 178(3), pages 803-828, July.
  13. Alekh Gour & Shikha Aggarwal & Subodha Kumar, 2022. "Lending ears to unheard voices: An empirical analysis of user‐generated content on social media," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2457-2476, June.
  14. Andrea Venturelli & Simone Pizzi & Fabio Caputo & Salvatore Principale, 2020. "The revision of nonfinancial reporting directive: A critical lens on the comparability principle," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3584-3597, December.
  15. Messner, Wolfgang, 2023. "The contingency impact of culture on health security capacities for pandemic preparedness: A moderated Bayesian inference analysis," Journal of International Management, Elsevier, vol. 29(5).
  16. Mario Vaupel & David Bendig & Denise Fischer-Kreer & Malte Brettel, 2023. "The Role of Share Repurchases for Firms’ Social and Environmental Sustainability," Journal of Business Ethics, Springer, vol. 183(2), pages 401-428, March.
  17. Arturs Kalnins, 2022. "When does multicollinearity bias coefficients and cause type 1 errors? A reconciliation of Lindner, Puck, and Verbeke (2020) with Kalnins (2018)," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(7), pages 1536-1548, September.
  18. Freiwald, Nisa E. & Juranek, Steffen & Walz, Uwe, 2020. "On the economic geography of dual distribution — The case of McDonald’s in Germany," Economics Letters, Elsevier, vol. 191(C).
  19. Dubey, Vivek K. & Matthes, Joseph M. & Saini, Amit, 2023. "Impact of socioeconomic values collaboration on performance in franchising," Journal of Business Research, Elsevier, vol. 162(C).
  20. David Bendig & Simon Hensellek & Julian Schulte, 2024. "Beneficial, Harmful, or Both? Effects of Corporate Venture Capital and Alliance Activity on Product Recalls," Entrepreneurship Theory and Practice, , vol. 48(1), pages 35-70, January.
  21. Youngtak M. Kim & John R. Busenbark & Seung-Hwan Jeong & Son K. Lam, 2022. "The performance impact of marketing dualities: a response surface approach to resolving empirical challenges," Journal of the Academy of Marketing Science, Springer, vol. 50(5), pages 915-940, September.
  22. Wu, Tao & Delios, Andrew & Chen, Zhaowei & Wang, Xin, 2023. "Rethinking corruption in international business: An empirical review," Journal of World Business, Elsevier, vol. 58(2).
  23. Andrew Keyes & Zachary A Russell & Jack Fiorito, 2023. "The union experience: Workplace instrumentality, prosocial unionism, and union satisfaction," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(4), pages 1239-1265, November.
  24. Bendig, David, 2022. "Chief operating officer characteristics and how they relate to exploration via patenting versus venturing," Journal of Business Research, Elsevier, vol. 140(C), pages 297-309.
  25. Yang, Jing Yu & Wen, Liang & Volk, Stefan & Lu, Jane Wenzhen, 2022. "Temporal boundaries and expatriate staffing: Effects of parent–subsidiary work-time overlap," Journal of World Business, Elsevier, vol. 57(6).
  26. Salvatore Principale & Simone Pizzi, 2023. "The Determinants of TCFD Reporting: A Focus on the Italian Context," Administrative Sciences, MDPI, vol. 13(2), pages 1-12, February.
  27. Iara da Silva & Caroline Fernanda Hei Wikuats & Elizabeth Mie Hashimoto & Leila Droprinchinski Martins, 2022. "Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study," IJERPH, MDPI, vol. 19(24), pages 1-22, December.
  28. Yi Zhao & Jegoo Lee, 2023. "How does board interlock network matter for sustainability? A social learning approach to corporate environmental performance," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 5889-5908, December.
  29. Tomasz Ingram & Katarzyna Bratnicka-Myśliwiec & Teresa Kraśnicka & Izabella Steinerowska-Streb, 2022. "Entrepreneurial Orientation as a Determinant of Sustainable Performance in Polish Family and Non-Family Organizations," Sustainability, MDPI, vol. 14(24), pages 1-25, December.
  30. Sihong Wu & Di Fan & Liang Chen, 2022. "Revisiting the Internationalization-Performance Relationship: A Twenty-Year Meta-Analysis of Emerging Market Multinationals," Management International Review, Springer, vol. 62(2), pages 203-243, April.
  31. Nina Engels & Denise Fischer-Kreer & Malte Brettel, 2022. "CHRO firm dinosaur versus CHRO role gorilla: the effect of CHRO company and role tenure on firms’ social performance," Journal of Business Economics, Springer, vol. 92(6), pages 929-954, August.
  32. Wang, Pengfei, 2020. "Broadening versus reinforcing investor portfolios: Social structure and the search for venture capital investors," Journal of Business Venturing, Elsevier, vol. 35(1).
  33. Wyrwich, Michael & Steinberg, Philip J. & Noseleit, Florian & de Faria, Pedro, 2022. "Is open innovation imprinted on new ventures? The cooperation-inhibiting legacy of authoritarian regimes," Research Policy, Elsevier, vol. 51(1).
  34. Wang, Pengfei, 2019. "Price space and product demography: Evidence from the workstation industry, 1980–1996," Research Policy, Elsevier, vol. 48(9), pages 1-1.
  35. Muhammad Murtaza & Muhammad Ayyoub & Aisha Riaz & Riaz Ahmed, 2023. "Examining Linkages between Poverty Alleviation and Macroeconomic Performance in Pakistan," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(2), pages 665-678.
  36. Kretschmer, Tobias & Glauber, Johanna, 2018. "Learning from failure across products," CEPR Discussion Papers 13140, C.E.P.R. Discussion Papers.
  37. Michelle L. Zorn & Kaitlyn DeGhetto & David J. Ketchen & James G. Combs, 2020. "The impact of hiring directors' choice‐supportive bias and escalation of commitment on CEO compensation and dismissal following poor performance: A multimethod study," Strategic Management Journal, Wiley Blackwell, vol. 41(2), pages 308-339, February.
  38. Simone Pizzi & Francesco Rosati & Andrea Venturelli, 2021. "The determinants of business contribution to the 2030 Agenda: Introducing the SDG Reporting Score," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 404-421, January.
  39. Yash Raj Shrestha & Vivianna Fang He & Phanish Puranam & Georg von Krogh, 2021. "Algorithm Supported Induction for Building Theory: How Can We Use Prediction Models to Theorize?," Organization Science, INFORMS, vol. 32(3), pages 856-880, May.
  40. Fischer, Denise & Greven, Andrea & Tornow, Mark & Brettel, Malte, 2021. "On the value of effectuation processes for R&D alliances and the moderating role of R&D alliance experience," Journal of Business Research, Elsevier, vol. 135(C), pages 606-619.
  41. Fan, Di & Wu, Sihong & Su, Yiyi & Li, Yi, 2022. "Managing expatriates to achieve mutual benefits: An integrative model and analysis," Journal of International Management, Elsevier, vol. 28(2).
  42. Stephen J. Smulowitz & Didier Cossin & Hongze Lu, 2023. "Managerial Short-Termism and Corporate Social Performance: The Moderating Role of External Monitoring," Journal of Business Ethics, Springer, vol. 188(4), pages 759-778, December.
  43. Mahka Moeen & Will Mitchell, 2020. "How do pre‐entrants to the industry incubation stage choose between alliances and acquisitions for technical capabilities and specialized complementary assets?," Strategic Management Journal, Wiley Blackwell, vol. 41(8), pages 1450-1489, August.
  44. Stephen J. Smulowitz & Didier Cossin & Alfredo De Massis & Hongze (Abraham) Lu, 2023. "Wrongdoing in Publicly Listed Family- and Nonfamily-Owned Firms: A Behavioral Perspective," Entrepreneurship Theory and Practice, , vol. 47(4), pages 1233-1264, July.
  45. Thomas Lindner & Jonas Puck & Alain Verbeke, 2020. "Misconceptions about multicollinearity in international business research: Identification, consequences, and remedies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(3), pages 283-298, April.
  46. Yip, Rita W.Y. & Young, Danqing & Liu, Beibei & Wang, Zhichen, 2022. "Acquiring firms’ transparency and their returns around M&A announcements: Evidence from China," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 48(C).
  47. Heather Berry & Aseem Kaul & Narae Lee, 2021. "Follow the smoke: The pollution haven effect on global sourcing," Strategic Management Journal, Wiley Blackwell, vol. 42(13), pages 2420-2450, December.
  48. José Mata & Claudia Alves, 2018. "The survival of firms founded by immigrants: Institutional distance between home and host country, and experience in the host country," Strategic Management Journal, Wiley Blackwell, vol. 39(11), pages 2965-2991, November.
  49. Luo, Lingli & Ma, Xufei & Makino, Shige & Shinkle, George A., 2020. "Cluster status and new venture creation," Journal of Business Venturing, Elsevier, vol. 35(5).
  50. Halkawt Ismail Mohammed Amin & Kemal Cek, 2023. "The Effect of Golden Ratio-Based Capital Structure on Firm’s Financial Performance," Sustainability, MDPI, vol. 15(9), pages 1-25, April.
  51. Arzi Adbi, 2023. "Financial Sustainability of For-Profit Versus Non-Profit Microfinance Organizations Following a Scandal," Journal of Business Ethics, Springer, vol. 188(1), pages 57-74, November.
  52. Xiang, Diandian & Li, Xia & Hampson, Daniel Peter, 2023. "Service exchange activities in the sharing economy: Professional versus amateur peer providers," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  53. Park, Sang-June & Yi, Youjae, 2023. "Decomposing main effects in moderated regression models," Journal of Business Research, Elsevier, vol. 157(C).
  54. Minyoung Kim & Chang Hoon Oh & Jukyeong Han, 2024. "Colocation as network: Types and performance implications of structural positions in colocation network," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 55(1), pages 71-90, February.
  55. Stefano Bonini & Justin Deng & Mascia Ferrari & Kose John & David Gaddis Ross, 2022. "Long‐tenured independent directors and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 43(8), pages 1602-1634, August.
  56. Thakur-Wernz, Pooja & Bruyaka, Olga & Contractor, Farok, 2022. "Sourcing portfolio diversity in new product development: Antecedents and performance implications," Journal of Business Research, Elsevier, vol. 150(C), pages 179-193.
  57. Thomas Lindner & Jonas Puck & Alain Verbeke, 2022. "Beyond addressing multicollinearity: Robust quantitative analysis and machine learning in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(7), pages 1307-1314, September.
  58. Valentina Marano & Steve Sauerwald & Marc Essen, 2022. "The influence of culture on the relationship between women directors and corporate social performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(7), pages 1315-1342, September.
  59. Saerom (Ronnie) Lee, 2022. "The myth of the flat start‐up: Reconsidering the organizational structure of start‐ups," Strategic Management Journal, Wiley Blackwell, vol. 43(1), pages 58-92, January.
  60. Ajai S Gaur & Chinmay Pattnaik & Deeksha Singh & Jeoung Yul Lee, 2019. "Internalization advantage and subsidiary performance: The role of business group affiliation and host country characteristics," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(8), pages 1253-1282, October.
  61. He Soung Ahn, 2020. "Sustaining the Family Business through Open Innovation: The Role of Technological Acquisitions in Shareholder Value Creation," Sustainability, MDPI, vol. 12(18), pages 1-17, September.
  62. Mônica Cavalcanti Sá de Abreu & Romulo Alves Soares & Victor Daniel‐Vasconcelos & Vicente Lima Crisóstomo, 2023. "Does board diversity encourage an environmental policy focused on resource use, emission reduction and innovation? The case of companies in Latin America," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(3), pages 1161-1176, May.
  63. Andrea Greven & Steffen Strese & Malte Brettel, 2020. "Determining scientists’ academic engagement: perceptions of academic chairs’ entrepreneurial orientation and network capabilities," The Journal of Technology Transfer, Springer, vol. 45(5), pages 1376-1404, October.
  64. Sebastian Junge & Johannes Luger & Jan Mammen, 2023. "The Role of Organizational Structure in Senior Managers' Selective Information Processing," Journal of Management Studies, Wiley Blackwell, vol. 60(5), pages 1178-1204, July.
  65. Meng Zhao & Xufei Ma & Seung Ho Park & Lingli Luo, 2023. "Attention-Based Constraint to MNC Coevolution in China's Changing Stakeholder Environment," Journal of Business Ethics, Springer, vol. 186(4), pages 797-814, September.
  66. Nukhet Harmancioglu & Stefan Wuyts & Peren Ozturan, 2021. "Governance implications of modularity in sourcing relationships," Journal of the Academy of Marketing Science, Springer, vol. 49(3), pages 601-625, May.
  67. Stephanie Graham & Trevor Cadden & Raymond Treacy, 2023. "Examining the influence of employee engagement in supporting the implementation of green supply chain management practices: A green human resource management perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4750-4766, November.
  68. Greiner, Michael & Kim, Jaemin & Cordon Thor, Jennifer, 2023. "CEO values as antecedents to corporate political activity: An empirical exploration," Journal of Business Research, Elsevier, vol. 160(C).
  69. David Bendig & Andreas Wagner & Kevin Lau, 2023. "Does it pay to be science‐based green? The impact of science‐based emission‐reduction targets on corporate financial performance," Journal of Industrial Ecology, Yale University, vol. 27(1), pages 125-140, February.
  70. Fabio Caputo & Simone Pizzi & Lorenzo Ligorio & Rossella Leopizzi, 2021. "Enhancing environmental information transparency through corporate social responsibility reporting regulation," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3470-3484, December.
  71. Ali, Qamar & Yaseen, Muhammad Rizwan & Anwar, Sofia & Makhdum, Muhammad Sohail Amjad & Khan, Muhammad Tariq Iqbal, 2021. "The impact of tourism, renewable energy, and economic growth on ecological footprint and natural resources: A panel data analysis," Resources Policy, Elsevier, vol. 74(C).
  72. Pushpinder Gill & Stephen K. Kim, 2021. "From franchisee experience to customer experience: their effects on franchisee performance," Journal of the Academy of Marketing Science, Springer, vol. 49(6), pages 1175-1200, November.
  73. Lingli Luo & Xufei Ma & Zeyu Wang, 2022. "The moderate-reputation trap: Evidence from a Chinese cross-border business-to-business e-commerce portal," Asia Pacific Journal of Management, Springer, vol. 39(2), pages 395-432, June.
  74. Lopes de Sousa Jabbour, Ana Beatriz & Chiappetta Jabbour, Charbel Jose & Choi, Tsan-Ming & Latan, Hengky, 2022. "‘Better together’: Evidence on the joint adoption of circular economy and industry 4.0 technologies," International Journal of Production Economics, Elsevier, vol. 252(C).
  75. Dovev Lavie & Randi Lunnan & Binh Minh T. Truong, 2022. "How does a partner's acquisition affect the value of the firm's alliance with that partner?," Strategic Management Journal, Wiley Blackwell, vol. 43(9), pages 1897-1926, September.
  76. Knein, Ernesto & Greven, Andrea & Bendig, David & Brettel, Malte, 2020. "Culture and cross-functional coopetition: The interplay of organizational and national culture," Journal of International Management, Elsevier, vol. 26(2).
  77. Bendig, David & Schulz, Colin & Theis, Lukas & Raff, Stefan, 2023. "Digital orientation and environmental performance in times of technological change," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
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