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Misconceptions about multicollinearity in international business research: Identification, consequences, and remedies

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  1. Bianco, Débora & Bueno, Adauto & Godinho Filho, Moacir & Latan, Hengky & Miller Devós Ganga, Gilberto & Frank, Alejandro G. & Chiappetta Jabbour, Charbel Jose, 2023. "The role of Industry 4.0 in developing resilience for manufacturing companies during COVID-19," International Journal of Production Economics, Elsevier, vol. 256(C).
  2. Imperiale, Francesca & Pizzi, Simone & Lippolis, Stella, 2023. "Sustainability reporting and ESG performance in the utilities sector," Utilities Policy, Elsevier, vol. 80(C).
  3. Estrin, Saul & Guerrero, Maribel & Mickiewicz, Tomasz, 2024. "A framework for investigating new firm entry: The (limited) overlap between informal-formal and necessity-opportunity entrepreneurship," Journal of Business Venturing, Elsevier, vol. 39(4).
  4. René Belderbos & Florence Benoit & Ben Derudder, 2022. "World City Innovation and Service Networks and Economic Growth," Papers in Regional Science, Wiley Blackwell, vol. 101(4), pages 979-999, August.
  5. Donald Bergh, 2021. "Research methods in international business," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(6), pages 1225-1228, August.
  6. 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.
  7. Kimon Ntotsis & Alex Karagrigoriou & Andreas Artemiou, 2021. "Interdependency Pattern Recognition in Econometrics: A Penalized Regularization Antidote," Econometrics, MDPI, vol. 9(4), pages 1-13, December.
  8. Drinkwater, Stephen & Robinson, Catherine, 2023. "The impact of customs and trade regulations on the operations of African firms," Journal of Business Research, Elsevier, vol. 165(C).
  9. K. Skylar Powell & Eunah Lim & Hidenori Takahashi, 2023. "Chasing ‘Animal spirits’: business expectations, performance feedback, and advertising intensity in Japanese firms," Asian Business & Management, Palgrave Macmillan, vol. 22(3), pages 1035-1064, July.
  10. Inna Čábelková & Luboš Smutka & Svitlana Rotterova & Olesya Zhytna & Vít Kluger & David Mareš, 2022. "The Sustainability of International Trade: The Impact of Ongoing Military Conflicts, Infrastructure, Common Language, and Economic Wellbeing in Post-Soviet Region," Sustainability, MDPI, vol. 14(17), pages 1-14, August.
  11. Kocaarslan, Baris & Soytas, Ugur, 2023. "The role of major markets in predicting the U.S. municipal green bond market performance: New evidence from machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  12. Jiménez, Alfredo & Bayraktar, Secil, 2021. "Hello! Namaste? Within-country linguistic diversity and infrastructure projects in emerging markets," Journal of Business Research, Elsevier, vol. 130(C), pages 86-97.
  13. Pongelli, Claudia & Majocchi, Antonio & Bauweraerts, Jonathan & Sciascia, Salvatore & Caroli, Matteo & Verbeke, Alain, 2023. "The impact of board of directors’ characteristics on the internationalization of family SMEs," Journal of World Business, Elsevier, vol. 58(2).
  14. Kocaarslan, Baris, 2024. "US dollar and oil market uncertainty: New evidence from explainable machine learning," Finance Research Letters, Elsevier, vol. 64(C).
  15. Riviere, Monica & Romero-Martínez, Ana M., 2021. "Network embeddedness, headquarters entrepreneurial orientation, and MNE international performance," International Business Review, Elsevier, vol. 30(3).
  16. Barbieri, Paolo & Boffelli, Albachiara & Elia, Stefano & Fratocchi, Luciano & Kalchschmidt, Matteo, 2022. "How does Industry 4.0 affect international exposure? The interplay between firm innovation and home-country policies in post-offshoring relocation decisions," International Business Review, Elsevier, vol. 31(4).
  17. Marcelo Santos & Marta Simões & Sílvia Sousa, 2024. "Health human capital formation in the OECD: Exploring the role of welfare state composition," Economics and Politics, Wiley Blackwell, vol. 36(1), pages 580-610, March.
  18. Elia, Stefano & Kafouros, Mario & Buckley, Peter J., 2020. "The role of internationalization in enhancing the innovation performance of Chinese EMNEs: A geographic relational approach," Journal of International Management, Elsevier, vol. 26(4).
  19. Alon, Ilan & Elia, Stefano & Li, Shaomin, 2020. "Greenfield or M&A? An institutional and learning perspective on the establishment mode choice of Chinese outward investments," Journal of International Management, Elsevier, vol. 26(3).
  20. Skare, Marinko & Ozturk, Ilhan & Porada-Rochoń, Małgorzata & Stjepanovic, Sasa, 2024. "Energy as the new frontier: Dynamic panel data analysis revealing energy's transformative role in economic growth and technological progress," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  21. Cheng, Ruiqi & Yuan, Peng & Jiang, Gongxiong, 2023. "Growth, agglomeration externalities, and survival: Evidence from Chinese manufacturing start-ups," Journal of Business Research, Elsevier, vol. 154(C).
  22. 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.
  23. Alvaro Cuervo-Cazurra & Bernardo Silva-Rêgo & Ariane Figueira, 2022. "Financial and fiscal incentives and inward foreign direct investment: When quality institutions substitute incentives," Journal of International Business Policy, Palgrave Macmillan, vol. 5(4), pages 417-443, December.
  24. Sommeno, Tigist Woldetsadik & Mersland, Roy & Randøy, Trond, 2024. "The impact of liability of foreignness on performance in hybrid organizations," Journal of International Management, Elsevier, vol. 30(2).
  25. Halabi, Hussein & Alshehabi, Ahmad & Wood, Geoffrey & Khan, Zaheer & Afrifa, Godfred, 2021. "The impact of international diversification on credit scores: Evidence from the UK," International Business Review, Elsevier, vol. 30(6).
  26. Lindner, Thomas & Puck, Jonas & Doh, Jonathan, 2021. "Hierarchical modelling in international business research: Patterns, problems, and practical guidelines," Journal of World Business, Elsevier, vol. 56(4).
  27. Pedro Manuel Nogueira Reis & António Pedro Soares Pinto, 2022. "How Do Banking Characteristics Influence Companies’ Debt Features and Performance during COVID-19? A Study of Portuguese Firms," IJFS, MDPI, vol. 10(4), pages 1-29, October.
  28. C. S. Agnes Cheng & Jaehyeon Kim & Mooweon Rhee & Jian Zhou, 2022. "Time Orientation in Languages and Tax Avoidance," Journal of Business Ethics, Springer, vol. 180(2), pages 625-650, October.
  29. Almodóvar, Paloma & Nguyen, Quyen T.K. & Verbeke, Alain, 2021. "An integrative approach to international inbound sources of firm-level innovation," Journal of World Business, Elsevier, vol. 56(3).
  30. Ivan Guitart & Manfred Schwaiger & Johanna Eberhardt, 2024. "How and Why Does Corporate Reputation Moderate Mass Media News’ Impact On Market Value?," Post-Print hal-04346339, HAL.
  31. Celia Rangel-Pérez & Belen López & Manuel Fernández, 2024. "A strategic sustainability model for global luxury companies in the management of CO2 emissions," International Entrepreneurship and Management Journal, Springer, vol. 20(3), pages 1597-1615, September.
  32. Lindner, Thomas & Puck, Jonas & Stocco, Giulia, 2023. "Asymmetric risk perception and firm financing in the institutional envelope," International Business Review, Elsevier, vol. 32(3).
  33. Castellani, Davide & Perri, Alessandra & Scalera, Vittoria G., 2022. "Knowledge integration in multinational enterprises: The role of inventors crossing national and organizational boundaries," Journal of World Business, Elsevier, vol. 57(3).
  34. Elkhan Richard Sadik-Zada & Wilhelm Loewenstein, 2020. "Drivers of CO 2 -Emissions in Fossil Fuel Abundant Settings: (Pooled) Mean Group and Nonparametric Panel Analyses," Energies, MDPI, vol. 13(15), pages 1-24, August.
  35. 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.
  36. Powell, K. Skylar & Lim, Eunah, 2022. "All or nothing: International coalitions responding to competing pressures in challenges to IP rights," Journal of International Management, Elsevier, vol. 28(3).
  37. Wei Huang & Jaehyeon Kim, 2020. "Linguistically Induced Time Perception and Asymmetric Cost Behavior," Management International Review, Springer, vol. 60(5), pages 755-785, October.
  38. Di Wang & Robert J. Weiner & Quan Li & Srividya Jandhyala, 2021. "Leviathan as foreign investor: Geopolitics and sovereign wealth funds," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(7), pages 1238-1255, September.
  39. Idris Djouahra, 2022. "Conceptual understanding of linear regression among economics students at the university center of Tipaza, Algeria," Croatian Review of Economic, Business and Social Statistics, Sciendo, vol. 8(2), pages 66-83, December.
  40. Gyeongcheol Cho & Christopher Schlaegel & Heungsun Hwang & Younyoung Choi & Marko Sarstedt & Christian M. Ringle, 2022. "Integrated Generalized Structured Component Analysis: On the Use of Model Fit Criteria in International Management Research," Management International Review, Springer, vol. 62(4), pages 569-609, August.
  41. Jiatao Li & Haoyuan Ding & Yichuan Hu & Guoguang Wan, 2021. "Dealing with dynamic endogeneity in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(3), pages 339-362, April.
  42. Pedro M. Nogueira Reis, 2022. "Determinants of Qualified Investor Sentiment during the COVID-19 Pandemic in North America, Asia, and Europe," Economies, MDPI, vol. 10(6), pages 1-20, June.
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