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A PLS-SEM approach to understanding the relationship between global competitiveness and environmental performance: the moderating role of perceived corruption

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  • Ahmed Yusuf Sarihan

    (Bandirma Onyedi Eylul University)

  • Harun Yildiz

    (Bandirma Onyedi Eylul University)

Abstract

This research aims to investigate the moderating role of corruption on the relationship between global competitiveness and environmental performance using data from the Global Competitiveness Index, the Corruption Perceptions Index, and the Environmental Performance Index. A novel PLS-SEM approach is employed to test the study’s model. This non-parametric method, utilized in structural equation modeling with secondary data, focuses on deriving meaningful results from limited datasets. The study finds that increased global competitiveness and reduced corruption enhance environmental performance. Additionally, greater transparency amplifies the positive impact of competitiveness on environmental outcomes. To the authors’ knowledge, while a limited number of studies in the existing literature highlight the relationship between competition and environmental considerations, no comprehensive model has been identified that concurrently examines all three variables. This study fills a key gap in the literature by examining how nations’ global competitiveness, reflecting their efforts to advance in the global arena, influences environmental performance, with corruption potentially moderating this relationship. Utilizing macro-level data within a formative PLS-SEM framework, the research generates novel empirical insights. It transforms indices, drawn from international organizations’ surveys of knowledgeable respondents across countries, into variables to explore macro-level effects arising from micro-level decisions.

Suggested Citation

  • Ahmed Yusuf Sarihan & Harun Yildiz, 2025. "A PLS-SEM approach to understanding the relationship between global competitiveness and environmental performance: the moderating role of perceived corruption," Future Business Journal, Springer, vol. 11(1), pages 1-15, December.
  • Handle: RePEc:spr:futbus:v:11:y:2025:i:1:d:10.1186_s43093-025-00586-8
    DOI: 10.1186/s43093-025-00586-8
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    1. James Buchanan, 1968. "A public choice approach to public utility pricing (1)," Public Choice, Springer, vol. 5(1), pages 1-17, September.
    2. Olufunke P. Adebayo & Rowland E. Worlu & Chinonye L. Moses & Olaleke O. Ogunnaike, 2020. "An Integrated Organisational Culture for Sustainable Environmental Performance in the Nigerian Context," Sustainability, MDPI, vol. 12(20), pages 1-15, October.
    3. Manuel Carlos Nogueira & Mara Madaleno, 2021. "Are International Indices Good Predictors of Economic Growth? Panel Data and Cluster Analysis for European Union Countries," Sustainability, MDPI, vol. 13(11), pages 1-24, May.
    4. Fujii, Hidemichi & Managi, Shunsuke, 2013. "Which industry is greener? An empirical study of nine industries in OECD countries," Energy Policy, Elsevier, vol. 57(C), pages 381-388.
    5. d’Agostino, Giorgio & Dunne, J. Paul & Pieroni, Luca, 2016. "Government Spending, Corruption and Economic Growth," World Development, Elsevier, vol. 84(C), pages 190-205.
    6. Kaya, Bahar & Abubakar, A. Mohammed & Behravesh, Elaheh & Yildiz, Harun & Mert, Ibrahim Sani, 2020. "Antecedents of innovative performance: Findings from PLS-SEM and fuzzy sets (fsQCA)," Journal of Business Research, Elsevier, vol. 114(C), pages 278-289.
    7. Phoebe Koundouri & Angelos Alamanos & Angelos Plataniotis & Charalampos Stavridis & Konstantinos Perifanos & Stathis Devves, 2024. "Assessing the sustainability of the European Green Deal and its interlinkages with the SDGs," DEOS Working Papers 2405, Athens University of Economics and Business.
    8. Muhammad Awais Baloch & Ilhan Ozturk & Festus Victor Bekun & Danish Khan, 2021. "Modeling the dynamic linkage between financial development, energy innovation, and environmental quality: Does globalization matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 176-184, January.
    9. Sekrafi Habib & Snoussi Abdelmonen & Mili Khaled, 2020. "The Effect of Corruption on the Environmental Quality in African Countries: a Panel Quantile Regression Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 788-804, June.
    10. Barassi, Marco R. & Zhou, Ying, 2012. "The effect of corruption on FDI: A parametric and non-parametric analysis," European Journal of Political Economy, Elsevier, vol. 28(3), pages 302-312.
    11. YunSeop Hwang & Chang-Bong Kim & Cheon Yu, 2024. "The Effect of Corruption on Environmental Quality: Evidence from a Panel of CIS Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2836-2855, March.
    12. Mujtaba, Aqib & Jena, Pabitra Kumar & Bekun, Festus Victor & Sahu, Pritish Kumar, 2022. "Symmetric and asymmetric impact of economic growth, capital formation, renewable and non-renewable energy consumption on environment in OECD countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    13. Jiang, Qingquan & Khattak, Shoukat Iqbal & Rahman, Zia Ur, 2021. "Measuring the simultaneous effects of electricity consumption and production on carbon dioxide emissions (CO2e) in China: New evidence from an EKC-based assessment," Energy, Elsevier, vol. 229(C).
    14. Vincent Tawiah & Abdulrasheed Zakari & Rafael Alvarado, 2024. "Effect of corruption on green growth," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 10429-10459, April.
    15. Dabbous, Amal & Barakat, Karine Aoun & Kraus, Sascha, 2023. "The impact of digitalization on entrepreneurial activity and sustainable competitiveness: A panel data analysis," Technology in Society, Elsevier, vol. 73(C).
    16. Ye Lyu & Lin Yang, 2024. "Environmental monitoring and enforcement in China: an economic perspective review," China Economic Journal, Taylor & Francis Journals, vol. 17(1), pages 3-25, January.
    17. Kalaitzi, Athanasia S. & Chamberlain, Trevor W., 2020. "Merchandise exports and economic growth: multivariate time series analysis for the United Arab Emirates," LSE Research Online Documents on Economics 103781, London School of Economics and Political Science, LSE Library.
    18. Kiran Asif & Samina Sabir & Unbreen Qayyum, 2024. "Corruption, Political Instability, and Environmental Degradation in South Asia: a Comparative Analysis of Carbon Footprint and Ecological Footprint," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 4072-4096, March.
    19. Ojonugwa Usman & Paul Terhemba Iorember & Ilhan Ozturk & Festus Victor Bekun, 2022. "Examining the Interaction Effect of Control of Corruption and Income Level on Environmental Quality in Africa," Sustainability, MDPI, vol. 14(18), pages 1-15, September.
    20. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    21. Chun-Ping Chang & Yu Hao, 2017. "Environmental performance, corruption and economic growth: global evidence using a new data set," Applied Economics, Taylor & Francis Journals, vol. 49(5), pages 498-514, January.
    22. Nilüfer Kaya Kanlı & Bige Küçükefe, 2023. "Is the environmental Kuznets curve hypothesis valid? A global analysis for carbon dioxide emissions," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(3), pages 2339-2367, March.
    23. Suki, Norazah Mohd & Suki, Norbayah Mohd & Sharif, Arshian & Afshan, Sahar & Jermsittiparsert, Kittisak, 2022. "The role of technology innovation and renewable energy in reducing environmental degradation in Malaysia: A step towards sustainable environment," Renewable Energy, Elsevier, vol. 182(C), pages 245-253.
    24. Wajdi Bardi & Mohamed Ali Hfaiedh, 2021. "Causal Interaction between FDI, Corruption and Environmental Quality in the MENA Region," Economies, MDPI, vol. 9(1), pages 1-12, February.
    25. Suhejla Hoti & Michael McAleer, 2004. "An Empirical Assessment of Country Risk Ratings and Associated Models," Journal of Economic Surveys, Wiley Blackwell, vol. 18(4), pages 539-588, September.
    26. Khurshid, Nabila & Jabeen, Asma & Shakoor, Usman & Munir, Fozia & Akram, Nabila, 2024. "Dynamic impact of shadow economy and corruption on environmental sustainability: What role renewable energy consumption play in case of South Asian Economies," Journal of Asian Economics, Elsevier, vol. 94(C).
    27. Athanasia S. Kalaitzi & Trevor W. Chamberlain, 2020. "Merchandise exports and economic growth: multivariate time series analysis for the United Arab Emirates," Journal of Applied Economics, Taylor & Francis Journals, vol. 23(1), pages 163-182, January.
    28. Mohd Shahidan Shaari & Miguel Angel Esquivias & Abdul Rahim Ridzuan & Nor Fadzilah Zainal & Lilik Sugiharti, 2022. "The impacts of corruption and environmental degradation on foreign direct investment: new evidence from the ASEAN+3 countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2124734-212, December.
    29. Rabeh Khalfaoui & Heli Arminen & Buhari Doğan & Sudeshna Ghosh, 2023. "Environment-growth nexus and corruption in the MENA region: Novel evidence based on method of moments quantile estimations," Post-Print hal-04296378, HAL.
    30. Lv, Zhike & Gao, Zhenya, 2021. "The effect of corruption on environmental performance: Does spatial dependence play a role?," Economic Systems, Elsevier, vol. 45(2).
    31. Gheorghe H. Popescu & Violeta Sima & Elvira Nica & Ileana Georgiana Gheorghe, 2017. "Measuring Sustainable Competitiveness in Contemporary Economies—Insights from European Economy," Sustainability, MDPI, vol. 9(7), pages 1-26, July.
    32. Muhammad Haseeb & Muhammad Azam, 2021. "Dynamic nexus among tourism, corruption, democracy and environmental degradation: a panel data investigation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(4), pages 5557-5575, April.
    33. Saboori, Behnaz & Sulaiman, Jamalludin & Mohd, Saidatulakmal, 2012. "Economic growth and CO2 emissions in Malaysia: A cointegration analysis of the Environmental Kuznets Curve," Energy Policy, Elsevier, vol. 51(C), pages 184-191.
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    Keywords

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    JEL classification:

    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption
    • F12 - International Economics - - Trade - - - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation
    • F18 - International Economics - - Trade - - - Trade and Environment

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