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Causal analysis of SDG achievements

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  • Yu, Tiffany Hui-Kuang
  • Huarng, Kun-Huang

Abstract

The United Nations Sustainable Development Goals (SDGs) set common targets for countries all over the world for their economy and society. This research uses popular indices as antecedents (independent variables) to analyze the causal complexity of SDG achievements (outcome or dependent variable). For the antecedents, Inclusive Internet Index measures digital technology, Corruption Perception Index measures transparency and integrity, Global Innovation Index measures innovation, Global Entrepreneurship Monitor measures entrepreneurship, GDP measures economic growth, and Global Findex measures financial technology (fintech). It takes fuzzy set/Qualitative Comparative Analysis (fsQCA) as the research method and applies it to data spanning the years 2020 (30 common countries) and 2021 (28 common countries), respectively. The results show multiple relationships for both 2020 and 2021, and each relationship consists of multiple antecedents. In addition, the causal relationships of the two calendar years appear similar. Implications are discussed herein, and following the research results, countries with different competitive advantages can choose the proper causal relationship to facilitate their own SDG achievements.

Suggested Citation

  • Yu, Tiffany Hui-Kuang & Huarng, Kun-Huang, 2024. "Causal analysis of SDG achievements," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    • Handle: RePEc:eee:tefoso:v:198:y:2024:i:c:s0040162523006625
    DOI: 10.1016/j.techfore.2023.122977
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    1. Meek, William R. & Pacheco, Desirée F. & York, Jeffrey G., 2010. "The impact of social norms on entrepreneurial action: Evidence from the environmental entrepreneurship context," Journal of Business Venturing, Elsevier, vol. 25(5), pages 493-509, September.
    2. Mohammad Falahat & Yan-Yin Lee & Pedro Soto-Acosta & T. Ramayah, 2021. "Entrepreneurial, market, learning and networking orientations as determinants of business capability and international performance: the contingent role of government support," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1759-1780, December.
    3. Banna, Hasanul & Kabir Hassan, M. & Rashid, Mamunur, 2021. "Fintech-based financial inclusion and bank risk-taking: Evidence from OIC countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    4. de Villiers, Charl & Kuruppu, Sanjaya & Dissanayake, Dinithi, 2021. "A (new) role for business – Promoting the United Nations’ Sustainable Development Goals through the internet-of-things and blockchain technology," Journal of Business Research, Elsevier, vol. 131(C), pages 598-609.
    5. Yu, Tiffany Hui-Kuang & Huarng, Kun-Huang & Lai, Yun Ting, 2021. "Configural analysis of innovation for exploring economic growth," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    6. Dollar, David & Kleineberg, Tatjana & Kraay, Aart, 2016. "Growth still is good for the poor," European Economic Review, Elsevier, vol. 81(C), pages 68-85.
    7. Arvind K. Jain, 2011. "Corruption: Theory, Evidence and Policy," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 9(02), pages 3-9, July.
    8. Ragin, Charles C., 2000. "Fuzzy-Set Social Science," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226702773, April.
    9. Zoltan J. Acs & Attila Varga, 2008. "Entrepreneurship, Agglomeration and Technological Change," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 24, pages 341-352, Edward Elgar Publishing.
    10. Désiré Kanga & Christine Oughton & Laurence Harris & Victor Murinde, 2022. "The diffusion of fintech, financial inclusion and income per capita," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 108-136, January.
    11. Lorenza Campagnolo & Carlo Carraro & Fabio Eboli & Luca Farnia, 2015. "Assessing SDGs: A New Methodology to Measure Sustainability," Working Papers 2015.89, Fondazione Eni Enrico Mattei.
    12. Crespo, Nuno Fernandes & Crespo, Cátia Fernandes, 2016. "Global innovation index: Moving beyond the absolute value of ranking with a fuzzy-set analysis," Journal of Business Research, Elsevier, vol. 69(11), pages 5265-5271.
    13. Sachs,Jeffrey & Kroll,Christian & Lafortune,Guillame & Fuller,Grayson & Woelm,Finn, 2021. "Sustainable Development Report 2021," Cambridge Books, Cambridge University Press, number 9781009098915, January.
    14. André Stel & Martin Carree & Roy Thurik, 2005. "The Effect of Entrepreneurial Activity on National Economic Growth," Small Business Economics, Springer, vol. 24(3), pages 311-321, February.
    15. Yu, Tiffany Hui-Kuang & Huarng, Kun-Huang & Huang, Duen-Huang, 2021. "Causal complexity analysis of the Global Innovation Index," Journal of Business Research, Elsevier, vol. 137(C), pages 39-45.
    16. Sachs,Jeffrey D. & Kroll,Christian & Lafortune,Guillame & Fuller,Grayson & Woelm,Finn, 2022. "Sustainable Development Report 2022," Cambridge Books, Cambridge University Press, number 9781009210089, January.
    17. Md. Nur Alam Siddik & Sajal Kabiraj, 2020. "Digital Finance for Financial Inclusion and Inclusive Growth," Springer Books, in: Babu George & Justin Paul (ed.), Digital Transformation in Business and Society, chapter 0, pages 155-168, Springer.
    18. Poh Wong & Yuen Ho & Erkko Autio, 2005. "Entrepreneurship, Innovation and Economic Growth: Evidence from GEM data," Small Business Economics, Springer, vol. 24(3), pages 335-350, January.
    19. Arvind K. Jain, 2011. "Corruption: Theory, Evidence and Policy," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 9(2), pages 3-9, 07.
    20. Walsh, P.P. & Murphy, E. & Horan, D., 2020. "The role of science, technology and innovation in the UN 2030 agenda," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    21. Ferguson, Graham & Megehee, Carol M. & Woodside, Arch G., 2018. "Applying asymmetric, case-based, forecasting modeling in service research: Cultures’ consequences on customers’ service gratuities," Australasian marketing journal, Elsevier, vol. 26(4), pages 369-381.
    22. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    23. Suborna Barua, 2021. "Human Capital, Economic Growth, and Sustainable Development Goals: An Evaluation of Emerging Economies," Springer Books, in: Muhammad Shahbaz & Muhammad Shujaat Mubarik & Tarique Mahmood (ed.), The Dynamics of Intellectual Capital in Current Era, pages 129-148, Springer.
    24. Wu, Pei-Ling & Yeh, Shih-Shuo & Huan, Tzung-Cheng (.T.C.). & Woodside, Arch G., 2014. "Applying complexity theory to deepen service dominant logic: Configural analysis of customer experience-and-outcome assessments of professional services for personal transformations," Journal of Business Research, Elsevier, vol. 67(8), pages 1647-1670.
    25. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2022. "Analysis of Global Innovation Index by structural qualitative association," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    26. repec:ces:ifodic:v:9:y:2011:i:2:p:16132588 is not listed on IDEAS
    27. Kun-Huang Huarng, 2018. "Entrepreneurship for Long-term Care in Sharing Economy," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 97-104, March.
    28. Pappas, Ilias O. & Woodside, Arch G., 2021. "Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing," International Journal of Information Management, Elsevier, vol. 58(C).
    29. Fahmi Ali Hudaefi, 2020. "How does Islamic fintech promote the SDGs? Qualitative evidence from Indonesia," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 12(4), pages 353-366, March.
    30. Zheng Guang‐Wen & Muntasir Murshed & Abu Bakkar Siddik & Md Shabbir Alam & Daniel Balsalobre‐Lorente & Haider Mahmood, 2023. "Achieving the objectives of the 2030 sustainable development goals agenda: Causalities between economic growth, environmental sustainability, financial development, and renewable energy consumption," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 680-697, April.
    31. Michael A. Sartor & Paul W. Beamish, 2020. "Private Sector Corruption, Public Sector Corruption and the Organizational Structure of Foreign Subsidiaries," Journal of Business Ethics, Springer, vol. 167(4), pages 725-744, December.
    32. repec:ucp:bkecon:9780226702766 is not listed on IDEAS
    33. Daniela Gabor & Sally Brooks, 2017. "The digital revolution in financial inclusion: international development in the fintech era," New Political Economy, Taylor & Francis Journals, vol. 22(4), pages 423-436, July.
    34. Sachs,Jeffrey & Kroll,Christian & Lafortune,Guillame & Fuller,Grayson & Woelm,Finn, 2021. "Sustainable Development Report 2021," Cambridge Books, Cambridge University Press, number 9781009102896, May.
    Full references (including those not matched with items on IDEAS)

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