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Confounding and collinearity in regression analysis: a cautionary tale and an alternative procedure, illustrated by studies of British voting behaviour

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Cited by:

  1. Arcuri, Maria Cristina & Gandolfi, Gino & Russo, Ivan, 2023. "Does fake news impact stock returns? Evidence from US and EU stock markets," Journal of Economics and Business, Elsevier, vol. 125.
  2. Hren, Darko & Pina, David G. & Norman, Christopher R. & Marušić, Ana, 2022. "What makes or breaks competitive research proposals? A mixed-methods analysis of research grant evaluation reports," Journal of Informetrics, Elsevier, vol. 16(2).
  3. Yang, Xi & Zhao, Quanwu & Sun, Heshan, 2022. "Seekers’ complaint behavior in crowdsourcing: An uncertainty perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
  4. Thi Thuy An Ngo & Chi Hai Vo & Ngoc Lien Tran & Khanh Vy Nguyen & Thanh Dat Tran & Yen Nhi Trinh, 2024. "Factors influencing Generation Z’s intention to purchase sustainable clothing products in Vietnam," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-37, December.
  5. Goodhope Hance Mkaro & Lin Sea Lau & Chee Keong Choong, 2023. "The determinants of banking sector performance in Tanzania: A pre-post Treasury Single Account analysis," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(2), pages 2282812-228, October.
  6. Vivek Singh & Purnendu Sardar & Sukha Ranjan Samadder & Dheeraj Kumar & Vasant Govind K. Villuri, 2024. "Predicting the future landscape of Dhanbad District: an analysis of land-use change and urban sprawl through cloud computing and neural networks," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(12), pages 30749-30770, December.
  7. Biswajit Banerjee & Peter Tóth, 2025. "Life Satisfaction and Inequality in Slovakia: The Role of Income, Consumption and Wealth," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 177(1), pages 93-126, March.
  8. Kevin Escoz Barragan & Felix Simon Rudolf Becker, 2025. "Keeping pace with the digital transformation — exploring the digital orientation of SMEs," Small Business Economics, Springer, vol. 64(3), pages 1361-1385, March.
  9. David Abernethy & Jason Bennie & Toby Pavey, 2025. "Temporal trends in aerobic physical activity guideline adherence among nationally representative samples of U.S adults between 2011 and 2019: Cross-sectional findings from a sample of over 2 million a," PLOS ONE, Public Library of Science, vol. 20(1), pages 1-19, January.
  10. Xidong Chen & Ruifeng Zhao & Peiji Shi & Lihua Zhang & Xiaoxin Yue & Ziyi Han & Jingfa Wang & Hanmei Dou, 2023. "Land Use Optimization Embedding in Ecological Suitability in the Embryonic Urban Agglomeration," Land, MDPI, vol. 12(6), pages 1-24, June.
  11. Daniel Prokop & Piers Thompson, 2023. "Defining networks in entrepreneurial ecosystems: the openness of ecosystems," Small Business Economics, Springer, vol. 61(2), pages 517-538, August.
  12. I Gede Nyoman Mindra Jaya & Henk Folmer & Johan Lundberg, 2024. "A joint Bayesian spatiotemporal risk prediction model of COVID-19 incidence, IC admission, and death with application to Sweden," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 72(1), pages 107-140, January.
  13. Jie Wu & Nitin Pangarkar & Xiaohui Shi & Zhiyang Liu & Zefu Wu, 2024. "Managing open innovation with science-based vs. market-based partners: board of directors as a contingency," Asian Business & Management, Palgrave Macmillan, vol. 23(5), pages 713-737, November.
  14. Seigner, Benedikt David Christian & Milanov, Hana & Lundmark, Erik & Shepherd, Dean A., 2023. "Tweeting like Elon? Provocative language, new-venture status, and audience engagement on social media," Journal of Business Venturing, Elsevier, vol. 38(2).
  15. Bao, Xing & Mirchandani, Prakash & Shang, Jennifer & Narayan, Ramasubbu, 2023. "Playing politics or playing right: Impacts of reputation-seeking on short-term disruptions management," Omega, Elsevier, vol. 116(C).
  16. Evelyn Agba Tackie & Hao Chen & Isaac Ahakwa & Samuel Atingabili & Kobina Abaka Ansah, 2022. "Investigating the Relationship Between Local Business and Employment Creation for Poverty Reduction in Northern Ghana: The Moderating Role of Local Economic Development (LED) Policy," SAGE Open, , vol. 12(2), pages 21582440221, June.
  17. Stephen Morse & Nora McNamara & Nancy Nathan & Shuaibu Adamu & Oluwayemisi Idowu Micah & Muhammed Kabir & Augustine Sunday Onwuaroh & Nathaniel Otene, 2023. "The Leveraging of Support by Faith-Based Social Groups in Rural Villages of the Federal Capital Territory, Nigeria," Sustainability, MDPI, vol. 15(19), pages 1-19, September.
  18. Gabriella Tyson & Jennifer Wild, 2021. "Reply to Van Overmeire, R. Comment on “Tyson, G.; Wild, J. Post-Traumatic Stress Disorder Symptoms among Journalists Repeatedly Covering COVID-19 News. Int. J. Environ. Res. Public Health 2021, 18 , 8," IJERPH, MDPI, vol. 18(21), pages 1-4, October.
  19. Teniell L. Trolian & Elizabeth A. Jach, 2022. "Applied Learning and Students’ Well-Being in Higher Education," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(3), pages 1269-1286, June.
  20. Niloufar Benam & William C. Miller & Gordon Tao & W. Ben Mortenson & Julia Schmidt, 2022. "Anxiety and Social Support Are Associated with Loneliness among Adults with Disabilities and Older Adults with No Self-Reported Disabilities 10 Months Post COVID-19 Restrictions," Disabilities, MDPI, vol. 3(1), pages 1-11, December.
  21. Tim Heubeck & Reinhard Meckl, 2024. "Does board composition matter for innovation? A longitudinal study of the organizational slack–innovation relationship in Nasdaq-100 companies," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 28(2), pages 597-624, June.
  22. Mária Sováriová Soósová & Vladimíra Timková & Lucia Dimunová & Boris Mauer, 2021. "Spirituality as a Mediator Between Depressive Symptoms and Subjective Well-being in Older Adults," Clinical Nursing Research, , vol. 30(5), pages 707-717, June.
  23. Koch, Michael & Park, Sarah & Zahra, Shaker A., 2021. "Career patterns in self-employment and career success," Journal of Business Venturing, Elsevier, vol. 36(1).
  24. Pilar Malagón-Selma & Ana Debón & Josep Domenech, 2023. "Measuring the popularity of football players with Google Trends," PLOS ONE, Public Library of Science, vol. 18(8), pages 1-21, August.
  25. Tim Heubeck & Annina Ahrens, 2025. "Governing the Responsible Investment of Slack Resources in Environmental, Social, and Governance (ESG) Performance: How Beneficial are CSR Committees?," Journal of Business Ethics, Springer, vol. 198(2), pages 365-385, May.
  26. Petersen, Thies & Denker, Tom & Koppenberg, Maximilian & Hirsch, Stefan, 2024. "Meat Substitute Consumption and Political Attitudes – Testing the Left-Right and Environmental Concerns Frameworks," 2024 Annual Meeting, July 28-30, New Orleans, LA 343692, Agricultural and Applied Economics Association.
  27. Elisabet Garrido & Claudio Giachetti & Juan P. Maicas, 2023. "Navigating windows of opportunity: The role of international experience," Strategic Management Journal, Wiley Blackwell, vol. 44(8), pages 1911-1938, August.
  28. Heinrich, Victor, 2023. "Private Equity Transactions: Value Creation through Operational Engineering – Evidence from Europe," Junior Management Science (JUMS), Junior Management Science e. V., vol. 8(3), pages 634-657.
  29. Hu, Haoshen & Lazar, Emese & Pan, Jingqi & Wang, Shixuan, 2024. "Environmental performance and credit ratings: A transatlantic study," International Review of Financial Analysis, Elsevier, vol. 96(PB).
  30. 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.
  31. Han-Sol Lee & Sergey U. Chernikov & Szabolcs Nagy & Ekaterina A. Degtereva, 2022. "The Impact of National Culture on Innovation: A Comparative Analysis between Developed and Developing Nations during the Pre- and Post-Crisis Period 2007–2021," Social Sciences, MDPI, vol. 11(11), pages 1-14, November.
  32. Seigner, Benedikt David Christian & Milanov, Hana, 2023. "Mirror, mirror—A gendered lens on female entrepreneurs’ facial attractiveness in reward-based crowdfunding," Journal of Business Venturing Insights, Elsevier, vol. 20(C).
  33. Yutaka Fujioka & Norio Kambayashi, 2022. "Learning by teaching technological knowledge: conceptual skill development in Japanese overseas subsidiaries," SN Business & Economics, Springer, vol. 2(9), pages 1-32, September.
  34. Liu, Chih-Hsing & Horng, Jeou-Shyan & Chou, Sheng-Fang & Yu, Tai-Yi & Lee, Ming-Tsung & Lapuz, Maria Carmen B., 2023. "Discovery sustainable servicescape on behavioural intention practices and nationality: The moderating role of parasocial interaction," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
  35. Samineh Sanatkar & Jenn Bartlett & Samuel Harvey & Isabelle Counson & David Lawrence, 2022. "The Influence of Stigma Perceptions on Employees’ Claims Experiences for Psychological Injuries: Re-Examination of a Cross-Sectional Survey among Australian Police and Emergency Service Personnel," IJERPH, MDPI, vol. 19(19), pages 1-16, September.
  36. Sven E. Hug, 2024. "How do referees integrate evaluation criteria into their overall judgment? Evidence from grant peer review," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(3), pages 1231-1253, March.
  37. Dorceta E. Taylor & Ashley Bell & Destiny Treloar & Ashia Ajani & Marco Alvarez & Tevin Hamilton & Jayson Velazquez & Pwintphyu Nandar & Lily Fillwalk & Kerry J. Ard, 2024. "Defying the Food Desert, Food Swamp, and Supermarket Redlining Stereotypes in Detroit: Comparing the Distribution of Food Outlets in 2013 and 2023," Sustainability, MDPI, vol. 16(16), pages 1-59, August.
  38. Pilar Fernández-Ferrín & Sandra Castro-González & Belén Bande & M. Mercedes Galán-Ladero, 2024. "Drivers of consumer’s willingness to pay for fair trade food products: the role of positive and negative emotions," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 21(1), pages 131-154, March.
  39. Andrew Millin, 2022. "Power Play, Because of Pay? How Pay Transparency Affects Counterproductive Work Behaviors," RAIS Conference Proceedings 2022-2024 0189, Research Association for Interdisciplinary Studies.
  40. Samra Maqbool & Hafiz Muhammad Ihsan Zafeer & Pingfei Zeng & Sufyan Maqbool & Zineb Draissi & Saima Javed, 2024. "Inventive leadership styles and their impact for achieving sustainable development goals in education at secondary schools: a case study from Multan, Pakistan," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
  41. Kathryn E. Easterday & Pradyot K. Sen, 2023. "Another look at the dividend-price relationship in the accounting valuation framework," Review of Quantitative Finance and Accounting, Springer, vol. 61(3), pages 879-925, October.
  42. Catie Chun Wan Lai & Kevin R. Brooks & Simon Boag, 2025. "Predicting Subjective Well-Being from Personality: The Effects of Suppression, Confounding, and Mediating Variables," Journal of Happiness Studies, Springer, vol. 26(3), pages 1-27, March.
  43. Tuyen Quang Tran & Huong Van Vu, 2021. "The impact of land fragmentation on food security in the North Central Coast, Vietnam," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 8(2), pages 327-345, May.
  44. Seigner, Benedikt David Christian & McKenny, Aaron F. & Reetz, David K., 2024. "Old but gold? Examining the effect of age bias in reward-based crowdfunding," Journal of Business Venturing, Elsevier, vol. 39(3).
  45. Athambawa Haleem & Samsudeen Thowfeek Ahamed & Wewaldeniyage Shanika Lakmali Kumarasinghe, 2020. "Investigation on the Value Relevance of Integrated Reporting and Organizational Capital: Evidence From Sri Lanka," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 11(6), pages 372-382, December.
  46. Yanyan Huang & Yi Yang & Hangyi Ren & Lanxin Ye & Qinhan Liu, 2024. "From Urban Design to Energy Sustainability: How Urban Morphology Influences Photovoltaic System Performance," Sustainability, MDPI, vol. 16(16), pages 1-27, August.
  47. Kosztyán, Zsolt Tibor & Király, Ferenc & Kurbucz, Marcell Tamás, 2024. "Európai cégek tulajdonosi szerkezetének dinamikus hálózatelemzése [Investigating the ownership structure of European companies using dynamic network analysis methods]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 57-85.
  48. Hans Brits & Nicole Jonker, 2023. "The Use of Financial Apps: Privacy Paradox or Privacy Calculus?," Working Papers 794, DNB.
  49. James Ming Chen & Predrag Bejaković & Nika Šimurina, 2024. "Tax and Policy Drivers of Personal Overindebtedness in the European Union," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 30(2), pages 115-133, May.
  50. Daniel A. Griffith & Richard E. Plant, 2022. "Statistical Analysis in the Presence of Spatial Autocorrelation: Selected Sampling Strategy Effects," Stats, MDPI, vol. 5(4), pages 1-20, December.
  51. Mulugeta Mokria & Aster Gebrekirstos & Hadia Said & Kiros Hadgu & Niguse Hagazi & Workneh Dubale & Achim Bräuning, 2022. "Volume estimation models for avocado fruit," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-14, February.
  52. Bikram Adhikari & Ishwar Tiwari & Sulata Karki & Achyut Raj Pandey & Saugat Pratap K. C. & Bipul Lamichhane & Shreeman Sharma & Suprich Sapkota & Bishnu Prasad Dulal & Ghanshyam Gautam & Deepak Joshi , 2024. "Health facilities readiness for standard precautions to infection prevention and control in Nepal: A secondary analysis of Nepal Health Facility Survey 2021," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-14, July.
  53. Joachim P. Hasebrook & Leonie Michalak & Anna Wessels & Sabine Koenig & Stefan Spierling & Stefan Kirmsse, 2022. "Green Behavior: Factors Influencing Behavioral Intention and Actual Environmental Behavior of Employees in the Financial Service Sector," Sustainability, MDPI, vol. 14(17), pages 1-35, August.
  54. Dèwanou Kant David Ahoya & Eveline Marie Fulbert Windinmi Sawadogo-Compaore & Jacob Afouda Yabi & Martine Zandjanakou-Tachin & Jerome Anani Houngue & Serge Sètondji Houedjissin & Justin Simon Pita & C, 2024. "Factors Influencing Adoption of the PlantVillage Nuru Application for Cassava Mosaic Disease Diagnosis Among Farmers in Benin," Agriculture, MDPI, vol. 14(11), pages 1-15, November.
  55. Jennifer M. Murray & Sharon C. Sánchez-Franco & Olga L. Sarmiento & Erik O. Kimbrough & Christopher Tate & Shannon C. Montgomery & Rajnish Kumar & Laura Dunne & Abhijit Ramalingam & Erin L. Krupka & F, 2023. "Selection homophily and peer influence for adolescents’ smoking and vaping norms and outcomes in high and middle-income settings," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-35, December.
  56. Muhammad Kashif & Chen Pinglu & Saif Ullah & Mubasher Zaman, 2024. "Evaluating the influence of financial technology (FinTech) on sustainable finance: a comprehensive global analysis," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 38(1), pages 123-155, March.
  57. Tim Heubeck, 2024. "Walking on the gender tightrope: Unlocking ESG potential through CEOs' dynamic capabilities and strategic board composition," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 2020-2039, March.
  58. Stephen Kofi Anin & Richard Stephen Ansong & Florian Fischer & Alexander Kraemer, 2022. "Predictive Utility of Composite Child Feeding Indices (CCFIs) for Child Nutritional Status: Comparative Analyses for the Most Suitable Formula for Constructing an Optimum CCFI," IJERPH, MDPI, vol. 19(11), pages 1-22, May.
  59. García, María Alejandra & Mayer, Adam & Cavallini Johansen, Igor & Lopez, Maria Claudia & Moran, Emilio F., 2024. "Spatial injustice to energy access in the shadow of hydropower in Brazil," World Development, Elsevier, vol. 178(C).
  60. Flávia dos Santos Barbosa Brito & Emanuela Santos da Costa & Ariane Cristina Thoaldo Romeiro & Debora Martins dos Santos & Alexandre dos Santos Brito & Alessandra Silva Dias de Oliveira & Amanda Rodri, 2024. "Exploring Maternal Socio-Demographic Factors Shaping Children’s Dietary Patterns in Brazil: Results from the 2019 National Health Survey," IJERPH, MDPI, vol. 21(8), pages 1-12, July.
  61. Adam R. Pearson & Guadalupe A. Bacio & Sarah Naiman & Rainer Romero-Canyas & Jonathon P. Schuldt, 2021. "Cultural determinants of climate change opinion: familism predicts climate beliefs and policy support among US Latinos," Climatic Change, Springer, vol. 167(1), pages 1-8, July.
  62. 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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