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Optimizing crowdfunding for mineral resources of Dutch economy: The role of fintech in achieving sustainable development goals through artificial intelligence

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  • Ahmad, Usman
  • Aman, Ameenullah
  • Khan, Azam Anwer
  • Azhar Ali, Syed Emad

Abstract

The Netherlands considers focuses on optimal exploitation of mineral resources for achieving long-term Sustainable Development Goals (SDGs). As a result, crowdfunding investment is becoming more recognized as an important method of financing and promoting the United Nations SDGs. However, there has been little research on sustainable crowdfunding, particularly on mineral resource optimization and the impact of behaviour aspects. Therefore, the goal of this study is to determine how behaviour factors influence the subjective well-being of sustainable crowdfunding in mineral resources using fintech in the form of robo advisors to achieve sustainable development goals. This study aims to examine a research model that encompasses the key five personality traits, value on SDGs, subjective well-being, and role of robo-advisor. The findings indicate that two out of five personality traits have the greatest impact on the SDGs. Moreover, the study highlights the impact of agreeableness on SDGs and people's subjective well-being. The findings also emphasizes that the robo-advisor has a strong moderating effect on personality traits and subjective well-being.

Suggested Citation

  • Ahmad, Usman & Aman, Ameenullah & Khan, Azam Anwer & Azhar Ali, Syed Emad, 2025. "Optimizing crowdfunding for mineral resources of Dutch economy: The role of fintech in achieving sustainable development goals through artificial intelligence," Resources Policy, Elsevier, vol. 100(C).
    • Handle: RePEc:eee:jrpoli:v:100:y:2025:i:c:s0301420724007803
    DOI: 10.1016/j.resourpol.2024.105413
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    as
    1. Ed Diener, 1994. "Assessing subjective well-being: Progress and opportunities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 31(2), pages 103-157, February.
    2. Helen Bollaert & Gaël Leboeuf & Armin Schwienbacher, 2020. "The narcissism of crowdfunding entrepreneurs," Small Business Economics, Springer, vol. 55(1), pages 57-76, June.
    3. Mock, Mirijam & Omann, Ines & Polzin, Christine & Spekkink, Wouter & Schuler, Julia & Pandur, Vlad & Brizi, Ambra & Panno, Angelo, 2019. "“Something inside me has been set in motion”: Exploring the psychological wellbeing of people engaged in sustainability initiatives," Ecological Economics, Elsevier, vol. 160(C), pages 1-11.
    4. Meghna Aggarwal & Keyurkumar M Nayak & Viral Bhatt, 2023. "Examining the factors influencing fintech adoption behaviour of gen Y in India," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(1), pages 2197699-219, December.
    5. Younghwan Moon & Junseok Hwang, 2018. "Crowdfunding as an Alternative Means for Funding Sustainable Appropriate Technology: Acceptance Determinants of Backers," Sustainability, MDPI, vol. 10(5), pages 1-18, May.
    6. Berns, John P. & Jia, Yankun & Gondo, Maria, 2022. "Crowdfunding success in sustainability-oriented projects: An exploratory examination of the crowdfunding of 3D printers," Technology in Society, Elsevier, vol. 71(C).
    7. Othmar M. Lehner & Theresia Harrer, 2019. "Crowdfunding revisited: a neo-institutional field-perspective," Venture Capital, Taylor & Francis Journals, vol. 21(1), pages 75-96, January.
    8. Costanza, Robert, 2020. "Valuing natural capital and ecosystem services toward the goals of efficiency, fairness, and sustainability," Ecosystem Services, Elsevier, vol. 43(C).
    9. Julia Neuhaus & Andrew Isaak & Denefa Bostandzic, 2022. "Million dollar personality: a systematic literature review on personality in crowdfunding," Management Review Quarterly, Springer, vol. 72(2), pages 309-345, June.
    10. Baker, T. & Dellaert, B.G.C., 2017. "Regulating Robo Advice across the Financial Services Industry," ERIM Report Series Research in Management ERS-2017-004-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    11. Xusen Cheng & Linda Macaulay, 2014. "Exploring Individual Trust Factors in Computer Mediated Group Collaboration: A Case Study Approach," Group Decision and Negotiation, Springer, vol. 23(3), pages 533-560, May.
    12. Gemma Burford & Elona Hoover & Ismael Velasco & Svatava Janoušková & Alicia Jimenez & Georgia Piggot & Dimity Podger & Marie K. Harder, 2013. "Bringing the “Missing Pillar” into Sustainable Development Goals: Towards Intersubjective Values-Based Indicators," Sustainability, MDPI, vol. 5(7), pages 1-25, July.
    13. Roma, Paolo & Messeni Petruzzelli, Antonio & Perrone, Giovanni, 2017. "From the crowd to the market: The role of reward-based crowdfunding performance in attracting professional investors," Research Policy, Elsevier, vol. 46(9), pages 1606-1628.
    14. Bitterl, Sally & Schreier, Martin, 2018. "When consumers become project backers: The psychological consequences of participation in crowdfunding," International Journal of Research in Marketing, Elsevier, vol. 35(4), pages 673-685.
    15. Yuan, Fei & Gallagher, Kevin P., 2018. "Greening Development Lending in the Americas: Trends and Determinants," Ecological Economics, Elsevier, vol. 154(C), pages 189-200.
    16. Alexa Böckel & Jacob Hörisch & Isabell Tenner, 2021. "A systematic literature review of crowdfunding and sustainability: highlighting what really matters," Management Review Quarterly, Springer, vol. 71(2), pages 433-453, April.
    17. Paola Conigliaro, 2021. "Between Social Sustainability and Subjective Well-being: The Role of Decent Work," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 139-174, August.
    18. Valentina Cillo & Antonio Messeni Petruzzelli & Lorenzo Ardito & Manlio Del Giudice, 2019. "Understanding sustainable innovation: A systematic literature review," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(5), pages 1012-1025, September.
    19. Stefania Testa & Paolo Roma & Maria Vasi & Silvano Cincotti, 2020. "Crowdfunding as a tool to support sustainability‐oriented initiatives: Preliminary insights into the role of product/service attributes," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 530-546, February.
    20. Dominik Jung & Verena Dorner & Christof Weinhardt & Hakan Pusmaz, 2018. "Designing a robo-advisor for risk-averse, low-budget consumers," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 367-380, August.
    21. Philip S. Morrison & Mikko Weckroth, 2018. "Human values, subjective well-being and the metropolitan region," Regional Studies, Taylor & Francis Journals, vol. 52(3), pages 325-337, March.
    22. Kim, Myung Ja & Lee, Choong-Ki & Bonn, Mark, 2017. "Obtaining a better understanding about travel-related purchase intentions among senior users of mobile social network sites," International Journal of Information Management, Elsevier, vol. 37(5), pages 484-496.
    23. Pan, Shan L. & Zhang, Sixuan, 2020. "From fighting COVID-19 pandemic to tackling sustainable development goals: An opportunity for responsible information systems research," International Journal of Information Management, Elsevier, vol. 55(C).
    24. Christian Hildebrand & Anouk Bergner, 2021. "Conversational robo advisors as surrogates of trust: onboarding experience, firm perception, and consumer financial decision making," Journal of the Academy of Marketing Science, Springer, vol. 49(4), pages 659-676, July.
    25. Thies, Ferdinand & Wessel, Michael & Rudolph, Jan & Benlian, Alexander, 2016. "Personality Matters: How Signaling Personality Traits Can Influence the Adoption and Diffusion of Crowdfunding Campaigns," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 79991, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    26. Xiang Deng & Zhi Huang & Xiang Cheng, 2019. "FinTech and Sustainable Development: Evidence from China Based on P2P Data," Sustainability, MDPI, vol. 11(22), pages 1-19, November.
    27. Cumming, Douglas J. & Leboeuf, Gael & Schwienbacher, Armin, 2017. "Crowdfunding cleantech," Energy Economics, Elsevier, vol. 65(C), pages 292-303.
    28. Messeni Petruzzelli, Antonio & Natalicchio, Angelo & Panniello, Umberto & Roma, Paolo, 2019. "Understanding the crowdfunding phenomenon and its implications for sustainability," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 138-148.
    29. Engelbrecht, Hans-Jürgen, 2009. "Natural capital, subjective well-being, and the new welfare economics of sustainability: Some evidence from cross-country regressions," Ecological Economics, Elsevier, vol. 69(2), pages 380-388, December.
    30. Joel Marcus & Jason Roy, 2019. "In Search of Sustainable Behaviour: The Role of Core Values and Personality Traits," Journal of Business Ethics, Springer, vol. 158(1), pages 63-79, August.
    31. Ricardo Vinuesa & Hossein Azizpour & Iolanda Leite & Madeline Balaam & Virginia Dignum & Sami Domisch & Anna Felländer & Simone Daniela Langhans & Max Tegmark & Francesco Fuso Nerini, 2020. "The role of artificial intelligence in achieving the Sustainable Development Goals," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    32. Milad Shahvaroughi Farahani & Amirhossein Esfahani & Mohammadreza Nejad-Falatouri-Moghaddam & Ali Ramezani, 2022. "The Impact of Fintech and Artificial Intelligence on COVID 19 and Sustainable Development Goals," International Journal of Innovation in Management, Economics and Social Sciences, International Scientific Network (ISNet), vol. 2(3), pages 14-31.
    33. Iolanda Galinha & Shigehiro Oishi & Cicero Pereira & Derrick Wirtz & Francisco Esteves, 2014. "Adult Attachment, Love Styles, Relationship Experiences and Subjective Well-Being: Cross-Cultural and Gender Comparison between Americans, Portuguese, and Mozambicans," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(2), pages 823-852, November.
    34. Rakhshanda Khan, 2016. "How Frugal Innovation Promotes Social Sustainability," Sustainability, MDPI, vol. 8(10), pages 1-29, October.
    35. Myung Ja Kim & C. Michael Hall & Heejeong Han, 2021. "Behavioral Influences on Crowdfunding SDG Initiatives: The Importance of Personality and Subjective Well-Being," Sustainability, MDPI, vol. 13(7), pages 1-21, March.
    36. ., 2024. "Crowdfunding Regulation," Chapters, in: EU Banking and Financial Regulation, chapter 67, pages 611-619, Edward Elgar Publishing.
    37. ., 2024. "Introduction on crowdfunding," Chapters, in: EU Banking and Financial Regulation, chapter 66, pages 609-610, Edward Elgar Publishing.
    38. Sifeng Nian & Honglei Zhang & Ling Mao & Wenjing Zhao & Hui Zhang & Youhai Lu & Yingying Zhang & Yifan Xu, 2019. "How Outstanding Universal Value, Service Quality and Place Attachment Influences Tourist Intention Towards World Heritage Conservation: A Case Study of Mount Sanqingshan National Park, China," Sustainability, MDPI, vol. 11(12), pages 1-18, June.
    39. Goran Calic & Elaine Mosakowski, 2016. "Kicking Off Social Entrepreneurship: How A Sustainability Orientation Influences Crowdfunding Success," Journal of Management Studies, Wiley Blackwell, vol. 53(5), pages 738-767, July.
    40. Andersson, Per A. & Erlandsson, Arvid & Västfjäll, Daniel & Tinghög, Gustav, 2020. "Prosocial and moral behavior under decision reveal in a public environment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 87(C).
    41. Jeffrey D. Sachs, 2015. "Goal-based development and the SDGs: implications for development finance," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 31(3-4), pages 268-278.
    42. Kim, Myung Ja & Hall, C. Michael, 2019. "A hedonic motivation model in virtual reality tourism: Comparing visitors and non-visitors," International Journal of Information Management, Elsevier, vol. 46(C), pages 236-249.
    43. Yuangao Chen & Ruyi Dai & Jianrong Yao & Yixiao Li, 2019. "Donate Time or Money? The Determinants of Donation Intention in Online Crowdfunding," Sustainability, MDPI, vol. 11(16), pages 1-21, August.
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