Sustainable Development: Prioritizing Attributes and Validating Factors for the Success of Green Startups in Brazilian and German Entrepreneurial Ecosystems
Arthur Yassine Oliveira
Department of Aeronautical Engineering, São Carlos School of Engineering (EESC) - University of São Paulo (USP), São Carlos, Brazil
Search for more papers by this authorCorresponding Author
Jéssica Alves Justo Mendes
Department of Production Engineering, São Carlos School of Engineering (EESC) - University of São Paulo (USP), São Carlos, Brazil
Correspondence:
Jéssica Alves Justo Mendes ([email protected]; [email protected])
Search for more papers by this authorLucas Gabriel Zanon
Department of Production Engineering, São Carlos School of Engineering (EESC) - University of São Paulo (USP), São Carlos, Brazil
Search for more papers by this authorMateus Cecílio Gerolamo
Department of Economics, Management and Sociology - College of Agriculture (ESALQ) - University of São Paulo (USP), Piracicaba, Brazil
Search for more papers by this authorVânia Gomes Zuin Zeidler
Leuphana Universität Lüneburg, Luneburg, Germany
Search for more papers by this authorArthur Yassine Oliveira
Department of Aeronautical Engineering, São Carlos School of Engineering (EESC) - University of São Paulo (USP), São Carlos, Brazil
Search for more papers by this authorCorresponding Author
Jéssica Alves Justo Mendes
Department of Production Engineering, São Carlos School of Engineering (EESC) - University of São Paulo (USP), São Carlos, Brazil
Correspondence:
Jéssica Alves Justo Mendes ([email protected]; [email protected])
Search for more papers by this authorLucas Gabriel Zanon
Department of Production Engineering, São Carlos School of Engineering (EESC) - University of São Paulo (USP), São Carlos, Brazil
Search for more papers by this authorMateus Cecílio Gerolamo
Department of Economics, Management and Sociology - College of Agriculture (ESALQ) - University of São Paulo (USP), Piracicaba, Brazil
Search for more papers by this authorVânia Gomes Zuin Zeidler
Leuphana Universität Lüneburg, Luneburg, Germany
Search for more papers by this authorFunding: This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001 and by the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP), Process n° 2022/15377-1.
ABSTRACT
This research investigates the relationship between cultural, social, and material attributes within entrepreneurial ecosystems (EEs) and their influence on the success of green startups, focusing specifically on comparative analyses between Brazilian and German contexts. Through a detailed examination involving the fuzzy cognitive maps (FCMs) and the fuzzy Delphi method (FDM), the study validates factors critical for fostering green startups. The research findings highlight the importance of business strategies that are culturally congruent and environmentally beneficial, focused on the unique characteristics of each ecosystem. In Germany, strategies emphasizing technological innovation align with a pragmatic environmental ethos, whereas in Brazil, community involvement and social innovation are more crucial. The study's methodological approach integrates expert opinions to prioritize the attributes that significantly impact green startups, revealing that strategic alignment with external ecosystem factors such as investment access, regulatory environments, and specialized talent is vital for startup survival and growth. However, the research faces limitations due to its geographic focus, potential expert bias, dynamic ecosystem characteristics, and the qualitative nature of data collection. These limitations suggest areas for further research, including expanding geographic scope and incorporating quantitative methods to enhance the robustness of findings. Overall, this study contributes to the understanding of how tailored business strategies, which can be developed through the analysis of the attributes and factors presented in this study, can support sustainable economic development in EEs contexts.
Conflicts of Interest
The authors declare no conflicts of interest.
Open Research
Data Availability Statement
The data that support the findings of this study are available from the corresponding author upon reasonable request.
References
- Abbassian, H., R. Yousefi-Zenouz, A. Amirkhani, et al. 2024. “Risk Assessment for Complex Systems Based on Fuzzy Cognitive Maps: A Case of the Biopharmaceutical Industry.” Complexity 2024: 4369401. https://doi.org/10.1155/2024/4369401.
10.1155/2024/4369401 Google Scholar
- Abdullah, L. 2013. “Fuzzy Multi Criteria Decision Making and Its Applications: A Brief Review of Category.” Procedia - Social and Behavioral Sciences 97: 131–136. https://doi.org/10.1016/j.sbspro.2013.10.213.
- Abrizah, A., A. N. Zainab, K. Kiran, and R. G. Raj. 2013. “LIS Journals Scientific Impact and Subject Categorization: A Comparison Between Web of Science and Scopus.” Scientometrics 94: 721–740. https://doi.org/10.1007/s11192-012-0813-7.
- Ali, M. 2021. “A Systematic Literature Review of Sustainable Entrepreneurship With Thematic Analysis.” World Journal of Entrepreneurship, Management and Sustainable Development 17, no. 4: 742–764. https://doi.org/10.1108/WJEMSD-11-2020-0150.
- Aliabadi, V., P. Ataei, and S. Gholamrezai. 2022. “Identification of the Relationships Among the Indicators of Sustainable Entrepreneurial Ecosystems in Agricultural Startups.” Journal of Innovation and Knowledge 7: 100245. https://doi.org/10.1016/j.jik.2022.100245.
- Amit, S., R. Levermore, S. S. Noor, and A. Al Kafy. 2024. “Multidimensional Analysis of Entrepreneurial Leadership and Spatial Innovation for Sustainable Startup Success in Emerging Markets.” Business Strategy & Development 7, no. 1: e70005. https://doi.org/10.1002/bsd2.70005.
10.1002/bsd2.70005 Google Scholar
- Antolin-Lopez, R., J. Martinez-del-Rio, and J. Cespedes-Lorente. 2019. “Environmental Entrepreneurship as a Multi-Component and Dynamic Construct: Duality of Goals, Environmental Agency, and Environmental Value Creation.” Business Ethics: A European Review 28, no. 1: 1–16. https://doi.org/10.1111/beer.12229.
10.1111/beer.12229 Google Scholar
- Audretsch, D. B., and M. Belitski. 2017. “Entrepreneurial Ecosystems in Cities: Establishing the Framework Conditions.” Journal of Technology Transfer 42: 1030–1051. https://doi.org/10.1007/s10961-016-9473-8.
- Audretsch, D. B., M. Belitski, G. M. Eichler, and E. Schwarz. 2024. “Entrepreneurial Ecosystems, Institutional Quality, and the Unexpected Role of the Sustainability Orientation of Entrepreneurs.” Small Business Economics 62, no. 1: 503–522. https://doi.org/10.1007/s11187-023-00763-5.
10.1007/s11187-023-00763-5 Google Scholar
- Autio, E., M. Kenney, P. Mustar, D. Siegel, and M. Wright. 2014. “Entrepreneurial Innovation: The Importance of Context.” Research Policy 43: 1097–1108. https://doi.org/10.1016/j.respol.2014.01.015.
- Bakry, D. N., T. Daim, M. Dabic, and B. Yesilada. 2022. “An Evaluation of the Effectiveness of Innovation Ecosystems in Facilitating the Adoption of Sustainable Entrepreneurship.” Journal of Small Business Management 62, no. 2: 763–789. https://doi.org/10.1080/00472778.2022.2088775.
- Bansal, S., I. Garg, and G. D. Sharma. 2019. “Social Entrepreneurship as a Path for Social Change and Driver of Sustainable Development: A Systematic Review and Research Agenda.” Sustainability 11, no. 4: 1091. https://doi.org/10.3390/su11041091.
- Bardin, L. 2016. Análise de Conteúdo. Edições.
- Battistella, C., R. M. Dangelico, F. Nonino, and E. Pessot. 2021. “How Social Start-Ups Avoid Being Falling Stars When Developing Social Innovation.” Creativity and Innovation Management 30, no. 2: 320–335. https://doi.org/10.1111/caim.12431.
- Baykasoglu, A., and I. Gölcük. 2015. “Development of a Novel Multiple-Attribute Decision Making Model via Fuzzy Cognitive Maps and Hierarchical Fuzzy TOPSIS.” Information Sciences 301: 75–98. https://doi.org/10.1016/j.ins.2014.12.048.
- Bendig, D., L. Kleine-Stegemann, C. Schulz, and D. Eckardt. 2022. “The Effect of Green Startup Investments on Incumbent's Green Innovation Output.” Journal of Cleaner Production 376: 134316. https://doi.org/10.1016/j.jclepro.2022.134316.
10.1016/j.jclepro.2022.134316 Google Scholar
- Bergset, L., and K. Fichter. 2015. “Green Start-Ups—A New Typology for Sustainable Entrepre-Neurship and Innovation Research.” Journal of Innovation Management 3, no. 3: 118–144. https://doi.org/10.24840/2183-0606_003.003_0009.
10.24840/2183-0606_003.003_0009 Google Scholar
- Bhatnagar, M., S. Taneja, and E. Ozen. 2022. “A Wave of Green Start-Ups in India—The Study of Green Finance as a Support System for Sustainable Entrepreneurship.” Green Finance 4: 253–273. https://doi.org/10.3934/GF.2022012.
- Blank, S. 2013. “Why the Lean Start-Up Changes Everything.” Harvard Business Review 91, no. 5: 63–72.
- Bo, L., T. Chao, D. Chengbo, T. Haobo, and X. Yunbao. 2024. “Environmental Innovation and Green Entrepreneurship in China: A Non-Linear Perspective.” Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-023-01695-x.
- Bocken, N. M. P. 2015. “Sustainable Venture Capital—Catalyst for Sustainable Start-Up Success?” Journal of Cleaner Production 108: 647–658. https://doi.org/10.1016/j.jclepro.2015.05.079.
- Boffa, D., A. Prencipe, A. Papa, C. Corsi, and M. Sorrentino. 2023. “Boosting Circular Economy via the B-Corporation Roads: The Effect of the Entrepreneurial Culture and Exogenous Factors on Sustainability Performance.” International Entrepreneurship and Management Journal 19, no. 1: 523–561. https://doi.org/10.1007/s11365-023-00835-8.
10.1007/s11365-023-00835-8 Google Scholar
- Bosma, N., T. Schøtt, S. Terjesen, and P. Kew. 2015. Global Entrepreneurship Monitor Special Topic Report—Social Entrepreneurship. Global Entrepreneurship Research Association, London Business School.
- Brandt, L., N. Laibach, C. Kamrath, and S. Bröring. 2023. “Startup Selection Criteria for Corporate Venturing: What Matters for Incumbents.” International Journal of Entrepreneurial Venturing 15, no. 4: 10058682. https://doi.org/10.1504/IJEV.2023.10058682.
10.1504/IJEV.2023.133464 Google Scholar
- Braun, V., and V. Clarke. 2006. “Using Thematic Analysis in Psychology.” Qualitative Research in Psychology 3, no. 2: 77–101. https://doi.org/10.1191/1478088706qp063oa.
10.1191/1478088706qp063oa Google Scholar
- Bueno, S., and J. L. Salmeron. 2009. “Benchmarking Main Activation Functions in Fuzzy Cognitive Maps.” Expert Systems With Applications 36, no. 3: 5221–5229. https://doi.org/10.1016/j.eswa.2008.06.072.
- Cardella, G. M., B. R. Hernández-Sánchez, A. A. Monteiro, and J. C. Sánchez-García. 2021. “Social Entrepreneurship Research: Intellectual Structures and Future Perspectives.” Sustainability 13, no. 13: 7532. https://doi.org/10.3390/su13147532.
10.3390/su13147532 Google Scholar
- Carle, A., and T. Rayna. 2024. “Exploring the Coevolution of Entrepreneurial Ecosystems and Institutional Entrepreneurship: The Case of Sustainable Entrepreneurship.” Creativity and Innovation Management: 1–17. https://doi.org/10.1111/caim.12632.
- Center for Advanced Studies on Aplied Economics (CEPEA). 2018. https://cepea.esalq.usp.br/en/brazilian-agribusiness-news/weather-problems-boost-expectations-of-high-prices-in-the-next-crop.aspx.
- Chih-Hung, W., and F. Wen-Chang. 2011. “Combining the Fuzzy Analytic Hierarchy Process and the Fuzzy Delphi Method for Developing Critical Competences of Electronic Commerce Professional Managers.” Quality & Quantity 45, no. 4: 751–768.
10.1007/s11135-010-9425-6 Google Scholar
- Choi, N., and S. Majumdar. 2014. “Social Entrepreneurship as an Essentially Contested Concept: Opening a New Avenue for Systematicfuture Research.” Journal of Business Venturing 29, no. 3: 363–376.
- CITIESABC. 2018. https://www.citiesabc.com/city/hamburg/.
- Clayton, S. 2003. “ Environmental Identity: A Conceptual and an Operational Definition.” In Identity and the Natural Environment: The Psychological Significance of Nature, edited by S. Clayton and S. Opotow, 45–65. MIT Press.
- Collavo, T. 2018. “Unpacking Social Entrepreneurship: Exploring the Definition Chaos and Its Consequences in England.” Journal of Entrepreneurship, Management and Innovation 14, no. 2: 49–82. https://doi.org/10.7341/20181423.
10.7341/20181423 Google Scholar
- Contreras, F., and U. Dornberger. 2022. “Sustainable Entrepreneurship as a Field of Knowledge: Analyzing the Global South.” Sustainability 15, no. 1: 31. https://doi.org/10.3390/su15010031.
- D'Adamo, I., C. Di Carlo, M. Gastaldi, E. N. Rossi, and A. F. Uricchio. 2024. “Economic Performance, Environmental Protection and Social Progress: A Cluster Analysis Comparison Towards Sustainable Development.” Sustainability 16, no. 12: 5049. https://doi.org/10.3390/su16125049.
- Denyer, D., and D. Tranfield. 2009. “ Producing a Systematic Review.” In The Sage Handbook of Organizational Research Methods, edited by D. A. Buchanan and A. Bryman, 671–689. Sage Publications Ltd.
- Deutscher Startup Monitor. 2022. Regionalauskopplung Hamburg. https://www.pwc.de/de/branchen-und-markte/startups/deutscher-startup-monitor/regionalauskopplung-hamburg.html.
- Dias, C. N., F. Jardim, and L. O. Sakuda. 2023. “Radar Agtech Brasil 2023: Mapeamento das startups do setor agro brasileiro. Embrapa, SP Ventures, & Homo Ludens.” www.radaragtech.com.br.
- Ding, H. 2022. “What Kinds of Countries Have Better Innovation Performance?-A Country-Level fsQCA and NCA Study.” Journal of Innovation & Knowledge 7, no. 4: 100215. https://doi.org/10.1016/j.jik.2022.100215.
10.1016/j.jik.2022.100215 Google Scholar
- Do Prado, N. B., G. Moraes, B. B. Fischer, R. Anholon, and I. S. Rampasso. 2022. “Antecedents of Environmental Value Creation: An Analysis With Ecopreneurs in a Developing Country.” International Journal of Sustainable Development and World Ecology 29, no. 8: 709–724. https://doi.org/10.1080/13504509.2022.2080296.
- Domańska, A. 2023. “ Green Entrepreneurship.” In The Palgrave Handbook of Global Sustainability, edited by R. Brinkmann, 1835–1845. Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-031-01949-4_113.
- Dulin, C. 2021. “Improving the French GreenTech Ecosystem to Better Support GreenTech Startups.” Thesis (Masters in Production Engineering), Aalto University.
- Eghbali, M. A., M. Rasti-Barzoki, and S. Safarzadeh. 2022. “A Hybrid Evolutionary Game-Theoretic and System Dynamics Approach for Analysis of Implementation Strategies of Green Technological Innovation Under Government Intervention.” Technology in Society 70: 102039. https://doi.org/10.1016/j.techsoc.2022.102039.
- Feyzioglu, O., G. Buyukozkan, and M. S. Ersoy. 2007. “ Supply Chain Risk Analysis With Fuzzy Cognitive Maps.” In 2007 IEEE International Conference on Industrial Engineering and Engineering Management, 1447–1451. IEEE. https://doi.org/10.1109/IEEM.2007.4419432.
10.1109/IEEM.2007.4419432 Google Scholar
- Figueiredo, R., and F. Bendelá. 2024. “The Role of Equity Crowdfunding in the Brazilian Entrepreneurial Ecosystem: An Empirical Analysis.” Administrative Sciences 14, no. 9: 213. https://doi.org/10.3390/admsci14090213.
- Figueiredo, S. S. S., F. Jardim, and L. O. Sakuda. 2021. “Radar AgTech Brasil 2020/2021: Mapeamento das Startups do Setor Agro Brasileiro. Embrapa, SP Ventures e Homo Ludens: Brasília e São Paulo.”
- Gao, X. 2021. “The Comparative Impact of Solar Policies on Entrepreneurship in the US Solar Photovoltaic Installation Industry.” Energy Policy 156: 112389. https://doi.org/10.1016/J.ENPOL.2021.112389.
- Gast, J., K. Gundolf, and B. Cesinger. 2017. “Doing Business in a Green Way: A Systematic Review of the Ecological Sustainability Entrepreneurship Literature and Future Research Directions.” Journal of Cleaner Production 147: 44–56. https://doi.org/10.1016/j.jclepro.2017.01.065.
- Ge, B., D. Jiang, Y. Gao, and S.-B. Tsai. 2016. “The Influence of Legitimacy on a Proactive Green Orientation and Green Performance: A Study Based on Transitional Economy Scenarios in China.” Sustainability 8, no. 12: 1344. https://doi.org/10.3390/su8121344.
- Ge, B., Y. Yang, D. Jiang, Y. Gao, X. Du, and T. Zhou. 2018. “An Empirical Study on Green Innovation Strategy and Sustainable Competitive Advantages: Path and Boundary.” Sustainability 10, no. 10: 1–18. https://doi.org/10.3390/su10103631.
- Ghalwash, S., A. Tolba, and A. Ismail. 2016. “What Motivates Social Entrepreneurs to Start Social Ventures ? An Exploratory Study in the Context of a Developing Economy.” Social Enterprise Journal 13, no. 3: 268–298. https://doi.org/10.1108/SEJ-05-2016-0014.
10.1108/SEJ-05-2016-0014 Google Scholar
- Giudici, G., M. Guerini, and C. Rossi-Lamastra. 2019. “The Creation of Cleantech Startups at the Local Level: The Role of Knowledge Availability and Environmental Awareness.” Small Business Economics 52: 815–830. https://doi.org/10.1007/s11187-017-9936-9.
- Glasbeek, L., C. Wickert, and J. Schad. 2024. “Evaluating Definitions of Social Entrepreneurship: A Rulebook From the Philosophy of Science.” International Journal of Management Reviews 26, no. 1: 384–409. https://doi.org/10.1111/ijmr.12359.
10.1111/ijmr.12359 Google Scholar
- M. Glykas, ed. 2010. “ Fuzzy Cognitive Maps: Advances in Theory, Methodologies, Tools, and Applications.” In Studies in Fuzziness and Soft Computing, vol. 247. Springer. https://doi.org/10.1007/978-3-642-03220-2.
- Gonsalves, M., and J. M. Rogerson. 2019. “Business Incubators and Green Technology: The Gauteng Climate Innovation Centre, South Africa.” Urbani Izziv 30: 212–224.
- Guleria, D., and G. Kaur. 2022. “Motivation for Ecopreneurial Behavior (MEB): Scale Development and Validation.” SAGE Open 12, no. 2: 1–14. https://doi.org/10.1177/21582440221099512.
- Hajek, P., and O. Prochazka. 2016. “ Interval-Valued Fuzzy Cognitive Maps for Supporting Business Decisions.” In 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), vol. 2016, 531–536. IEEE.
10.1109/FUZZ-IEEE.2016.7737732 Google Scholar
- Hajoary, P. K., D. S. Jennifer, and M. Pathak. 2024. “Digital Technology Adoption in Circular Startups: An Integrated Framework.” Business Strategy and Development 7: e425. https://doi.org/10.1002/bsd2.425.
- Haldar, S. 2019. “Towards a Conceptual Understanding of Sustainability-Driven Entrepreneurship.” Corporate Social Responsibility and Environmental Management 26, no. 1: 1–14. https://doi.org/10.1002/csr.1763.
10.1002/csr.1763 Google Scholar
- Hashim, H., N. W. Kiat, Y. S. Fern, and A. Chelvarayan. 2020. “Intention of University Students to Become Social Entrepreneur.” International Journal of Accounting, Finance and Business 5, no. 30: 173–182.
- Hegeman, P. D., and R. Sorheim. 2021. “Why Do They Do It? Corporate Venture Capital Investments in Cleantech Startups.” Journal of Cleaner Production 294: 126315.
10.1016/j.jclepro.2021.126315 Google Scholar
- Henry, M., T. Bauwens, M. Hekkert, and J. Kirchherr. 2020. “A Typology of Circular Start-Ups: An Analysis of 128 Circular Business Models.” Journal of Cleaner Production 245: 118528. https://doi.org/10.1016/j.jclepro.2019.118528.
- HIW Hamburg Invest. 2020. “Startup Hotspots Hamburg—Future Built on Tradition.” https://www.hamburg-invest.com/contentblob/14313086/dcfebe4118b291bb0ec56af3237c80b8/data/startup-hotspot-hamburg.pdf.
- Hockerts, K., and R. Wüstenhagen. 2010. “Greening Goliaths Versus Emerging Davids—Theorizing About the Role of Incumbents and New Entrants in Sustainable Entrepreneurship.” Journal of Business Venturing 25, no. 5: 481–492. https://doi.org/10.1016/j.jbusvent.2009.07.005.
- Hojnik, B., and K. Crnogaj. 2020. “Social Impact, Innovations, and Market Activity of Social Enterprises: Comparison of European Countries.” Sustainability 2020, no. 12: 1915.
10.3390/su12051915 Google Scholar
- Holzmann, P., and P. Gregori. 2023. “The Promise of Digital Technologies for Sustainable Entrepreneurship: A Systematic Literature Review and Research Agenda.” International Journal of Information Management 68: 102593. https://doi.org/10.1016/j.ijinfomgt.2022.102593.
- Hoogendoorn, B., P. van der Zwan, and R. Thurik. 2019. “Sustainable Entrepreneurship: The Role of Perceived Barriers and Risk.” Journal of Business Ethics 157: 1133–1154. https://doi.org/10.1007/s10551-017-3646-8.
- Huang, S. Z., K. Y. Chau, F. S. Chien, and H. W. Shen. 2020. “The Impact of Startups' Dual Learning on Their Green Innovation Capability: The Effects of Business Executives' Environmental Awareness and Environmental Regulations.” Sustainability 12, no. 16: 6526. https://doi.org/10.3390/su12166526.
- Huang, Y., P. Li, Y. Bu, and G. Zhao. 2023. “What entrepreneurial ecosystem elements promote sustainable entrepreneurship?” Journal of Cleaner Production 422: 138459. https://doi.org/10.1016/j.jclepro.2023.138459.
10.1016/j.jclepro.2023.138459 Google Scholar
- Isenberg, D. 2011. The Entrepreneurship Ecosystem Strategy as a New Paradigm for Economic Policy: Principles for Cultivating Entrepreneurship. Babson Entrepreneurship Ecosystem Project.
- Jensen, F., H. Loof, and A. Stephan. 2020. “New Ventures in Cleantech: Opportunities, Capabilities, and Innovation Outcomes.” Business Strategy and the Environment 29: 902–917. https://doi.org/10.1002/bse.2406.
- Kang, B., H. Mo, R. Sadiq, and Y. Deng. 2016. “Generalized Fuzzy Cognitive Maps: A New Extension of Fuzzy Cognitive Maps.” International Journal of System Assurance Engineering and Management 7, no. 2: 156–166. https://doi.org/10.1007/s13198-016-0444-0.
10.1007/s13198?016?0444?0 Google Scholar
- Karahan, M. 2024. “Advancing Sustainable Entrepreneurial Universities: Sustainability Transformations of University Business Incubators in Germany.” Small Business Economics 63: 575–609. https://doi.org/10.1007/s11187-023-00860-5.
- Kardaras, D., and G. Mentzas. 1997. “ Using Fuzzy Cognitive Maps to Model and Analyze Business Performance Assessment.” In Advances in Industrial Engineering Applications and Practice II, edited by J. Chen and A. Mital, 63–68. https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=c8cf189937fcfc71e0ba67ae2f8a79a825f3dcf2.
- Khan, N. R., F. Ameer, R. B. Bouncken, and J. G. Covin. 2023. “Corporate Sustainability Entrepreneurship: The Role of Green Entrepreneurial Orientation and Organizational Resilience Capacity for Green Innovation.” Journal of Business Research 169: 114296. https://doi.org/10.1016/j.jbusres.2023.114296.
- Kitchenham, B. 2004. Procedures for Performing Systematic Reviews. Vol. 33, 1–26. Keele University. http://www.inf.ufsc.br/~aldo.vw/kitchenham.pdf.
- Klir, G., and B. Yuan. 1995. Fuzzy Sets and Fuzzy Logic. Vol. 4. Prentice Hall.
- Komninos, D., Z. Dermatis, A. Anastasiou, and C. Papageorgiou. 2024. “The Role of Entrepreneurship in Changing the Employment Rate in the European Union.” Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-024-01841-z.
- Kosko, B. 1996. “Fuzzy Cognitive Maps.” International Journal on Man-Machine Studies 24, no. 1: 65–75.
10.1016/S0020-7373(86)80040-2 Google Scholar
- Kuo, Y., and P. Chen. 2008. “Constructing Performance Appraisal Indicators for Mobility of the Service Industries Using Fuzzy Delphi Method.” Expert Systems With Applications 35: 1930–1939. https://doi.org/10.1016/j.eswa.2007.08.068.
- Lamine, W., S. Mian, A. Fayolle, M. Wright, M. Klofsten, and H. Etzkowitz. 2018. “Technology Business Incubation Mechanisms and Sustainable Regional Development.” Journal of Technology Transfer 43: 1121–1141. https://doi.org/10.1007/S10961-016-9537-9.
- Leendertse, J., F. J. van Rijnsoever, and C. P. Eveleens. 2020. “The Sustainable Start-Up Paradox: Predicting the Business and Climate Performance of Start-Ups.” Business Strategy and the Environment 30: 1019–1036. https://doi.org/10.1002/bse.2667.
- Lehmann, E. E., J. M. Otto, and K. Wirsching. 2024. “Entrepreneurial Universities and the Third Mission Paradigm Shift From Economic Performance to Impact Entrepreneurship: Germany's EXIST Program and ESG Orientation.” Journal of Technology Transfer 49: 2184–2199. https://doi.org/10.1007/s10961-024-10080-y.
- Mago, V. K., E. I. Papageorgiou, and A. Mago. 2014. “ Employing Fuzzy Cognitive Map for Periodontal Disease Assessment. Fuzzy Cognitive Maps for Applied Sciences and Engineering.” In Fuzzy Cognitive Maps for Applied Sciences and Engineering, edited by E. I. Papageorgiou, Intelligent Systems Reference Library ed., 375–389. Springer, Berlin, Heidelberg.
10.1007/978-3-642-39739-4_20 Google Scholar
- Maiolini, R., A. Marra, C. Baldassarri, and V. Carlei. 2016. “Digital Technologies for Social Innovation: An Empirical Recognition on the New Enablers.” Journal of Technology Management & Innovation 11, no. 4: 21–28.
10.4067/S0718-27242016000400004 Google Scholar
- Makhloufi, L., A. Laghouag, T. Meirun, and F. Belaid. 2021. “Impact of Green Entrepreneurship Orientation on Environmental Performance: The Natural Resource-Based View and Environmental Policy Perspective.” Business Strategy and the Environment 30, no. 10: 4534–4550. https://doi.org/10.1002/bse.2902.
10.1002/bse.2902 Google Scholar
- Mathibe, M., and C. Oppong. 2024. “Sustainable Entrepreneurship: A Catalyst for Unemployment Reduction and Economic Growth in Anglophone and Francophone Countries.” Business Strategy and Development 7: e362. https://doi.org/10.1002/bsd2.362.
- Mohammadi, P., K. S. AlHattali, and I. N. S. Alghatrifi. 2024. “Rethinking the Boundaries and Definition of Social Entrepreneurship: A Critical Literature Review.” Business Management and Strategy 15, no. 1: 226–240. https://doi.org/10.5296/bms.v15i1.21823.
10.5296/bms.v15i1.21823 Google Scholar
- Moher, D., A. Liberati, J. Tetzlaff, and D. G. Altman. 2009. “Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement.” Annals of Internal Medicine 151, no. 4: 264–269. https://doi.org/10.7326/0003-4819-151-4-200908180-00135.
- Mukherjee, A., R. Owen, J. M. Scott, and F. Lyon. 2024. “Financing Green Innovation Startups: A Systematic Literature Review on Early-Stage SME Funding.” Venture Capital 23: 1–27. https://doi.org/10.1080/13691066.2024.2410730.
- Muñoz, P., and B. Cohen. 2017. “Sustainable Entrepreneurship Research: Taking Stock and Looking Ahead.” Business Strategy and the Environment 26, no. 7: 300–322. https://doi.org/10.1002/bse.2000.
10.1002/bse.2000 Google Scholar
- Okoli, C., and S. D. Pawlowski. 2004. “The Delphi Method as a Research Tool: An Example, Design Considerations and Applications.” Information and Management 42, no. 1: 15–29. https://doi.org/10.1016/j.im.2003.11.002.
- Olek, K. 2023. “Startups and Lean Startup Approach in Building Innovative Companies Creating Unique Market Values—Theoretical Considerations.” Procedia Computer Science 225: 3745–3753. https://doi.org/10.1016/j.procs.2023.10.370.
10.1016/j.procs.2023.10.370 Google Scholar
- Olteanu, Y., and K. Fichter. 2022. “Startups as Sustainability Transformers: A New Empirically Derived Taxonomy and Its Policy Implications.” Business Strategy and the Environment 31, no. 12: 3083–3099. https://doi.org/10.1002/bse.3065.
10.1002/bse.3065 Google Scholar
- Padilla-Rivera, A., B. B. T. do Carmo, G. Arcese, and N. Merveille. 2021. “Social Circular Economy Indicators: Selection Through Fuzzy Delphi Method.” Sustainable Production and Consumption 26: 101–110. https://doi.org/10.1016/j.spc.2020.09.015.
- Papageorgiou, E. I., and J. L. Salmeron. 2013. “A Review of Fuzzy Cognitive Maps Research During the Last Decade.” IEEE Transactions on Fuzzy Systems 21, no. 1: 66–79. https://doi.org/10.1109/TFUZZ.2012.2201727.
- Papageorgiou, E. I., and C. D. Stylios. 2008. “ Fuzzy Cognitive Maps.” In Handbook of Granular Computing, vol. 123, 755–775. Wiley.
10.1002/9780470724163.ch34 Google Scholar
- Piccarozzi, M. 2017. “Does Social Innovation Contribute to Sustainability? The Case of Italian Innovative Start-Ups.” Sustainability 9, no. 12: 2376. https://doi.org/10.3390/su9122376.
- Pigola, A., B. Fischer, and G. H. S. M. d. Moraes. 2024. “Impacts of Digital Entrepreneurial Ecosystems on Sustainable Development: Insights From Latin America.” Sustainability 16: 7928. https://doi.org/10.3390/su16187928.
- Prokopenko, O., A. Chechel, A. Koldovskiy, and M. Kldiashvili. 2024. “Innovative Models of Green Entrepreneurship: Social Impact on Sustainable Development of Local Economies.” Economics Ecology Socium 8, no. 1: 89–92. https://doi.org/10.61954/2616-7107/2024.8.1-8.
- Puschmann, T., and V. Khmarskyi. 2024. “Green Fintech: Developing a Research Agenda.” Corporate Social Responsibility and Environmental Management 31, no. 2: 2823–2837. https://doi.org/10.1002/csr.2675.
10.1002/csr.2675 Google Scholar
- Ries, E. 2012. The Lean Startup: How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses. Crown Books.
- Saffie, N. A. M., N. M. Shukor, and K. A. Rasmani. 2016. “Fuzzy Delphi Method: Issues and challenges. International Conference on Logistics, Informatics and Service Sciences (LISS).” https://doi.org/10.1109/LISS.2016.7854490.
10.1109/LISS.2016.7854490 Google Scholar
- Sahoo, M., S. Kaushik, M. Gupta, M. K. Islam, and P. Nayak. 2024. “Powering a Sustainable Future: Does Economic Structure Influence the Ecological Footprint?” Sustainable Development 32, no. 4: 3809–3823. https://doi.org/10.1002/sd.2874.
10.1002/sd.2874 Google Scholar
- Salaheldeen, M., A. Ateeq, Z. Al Ani, M. Alzoraiki, S. A. Ali, and M. Milhem. 2024. “ Green Entrepreneurship and Sustainability in Developing Countries: Opportunities, Challenges, and Future Research Directions.” In The AI Revolution: Driving Business Innovation and Research, edited by B. Awwad, 525–533. Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-031-54379-1_45.
10.1007/978-3-031-54379-1_45 Google Scholar
- Salmeron, J. L., R. Vidal, and A. Mena. 2012. “Ranking Fuzzy Cognitive Map Based Scenarios With TOPSIS.” Expert Systems With Applications 39, no. 3: 2443–2450. https://doi.org/10.1016/j.eswa.2011.08.094.
- Schaltegger, S., and M. Wagner. 2011. “Sustainable Entrepreneurship and Sustainability Innovation: Categories and Interactions.” Business Strategy and the Environment 20, no. 4: 222–237. https://doi.org/10.1002/bse.682.
- Secretaria Municipal de Desenvolvimento Econômico, Trabalho e Turismo (SEMDETTUR). 2022. “Ecossistema de Inovação do Agronegócio.” https://www.hubpiracicaba.com/home.
- Siefkes, M. 2024. “A Guide to Becoming Green: Insights From Angel Investors Developing Sustainability-Specific Knowledge.” Journal of Small Business Management 63, no. 1: 306–336. https://doi.org/10.1080/00472778.2024.2319777.
- Siqueira, A. C. O., R. S. Mello, and H. C. M. Ribeiro. 2023. “Strategies and Business Models for Sustainable Entrepreneurship in Brazil: A Comprehensive Review.” Journal of Business Research 139: 105–117. https://doi.org/10.1016/j.jbusres.2022.08.046.
10.1016/j.jbusres.2022.08.046 Google Scholar
- Speckemeier, L., and D. Tsivrikos. 2022. “Green Entrepreneurship: Should Legislators Invest in the Formation of Sustainable Hubs?” Sustainability 14, no. 12: 7152. https://doi.org/10.3390/su14127152.
- Spigel, B. 2017. “The Relational Organization of Entrepreneurial Ecosystems.” Entrepreneurship Theory and Practice 41, no. 1: 49–72. https://doi.org/10.1111/etap.12167.
- Stach, W., L. Kurgan, W. Pedrycz, and M. Reformat. 2005. “Genetic Learning of Fuzzy Cognitive Maps.” Fuzzy Sets and Systems 153, no. 3: 371–401. https://doi.org/10.1016/j.fss.2005.01.009.
- Sultana, I., I. Ahmed, and A. Azeem. 2015. “An Integrated Approach for Multiple Criteria Supplier Selection Combining Fuzzy Delphi, Fuzzy AHP & Fuzzy TOPSIS.” Journal of Intelligent & Fuzzy Systems 27, no. 1: 2773–2786. https://doi.org/10.3233/IFS-141216.
10.3233/IFS?141216 Google Scholar
- Sunny, S. A., and C. Shu. 2017. “Investments, Incentives, and Innovation: Geographical Clustering Dynamics as Drivers of Sustainable Entrepreneurship.” Small Business Economics 52, no. 4: 905–927. https://doi.org/10.1007/s11187-017-9941-z.
10.1007/s11187-017-9941-z Google Scholar
- Tahriri, F., M. Mousavi, S. H. Haghighi, and S. Z. Md Dawal. 2014. “The Application of Fuzzy Delphi and Fuzzy Inference System in Supplier Ranking and Selection.” Journal of Industrial Engineering International 10, no. 3: 1–16. https://doi.org/10.1007/s40092-014-0066-6.
10.1007/s40092-014-0066-6 Google Scholar
- Terán-Yépez, E., G. M. Marín-Carrillo, M. d. P. Casado-Belmonte, and M. d. l. M. Capobianco-Uriarte. 2020. “Sustainable Entrepreneurship: Review of Its Evolution and New Trends.” Journal of Cleaner Production 252: 119742. https://doi.org/10.1016/j.jclepro.2019.119742.
- Tiba, S., F. Van Rijnsoever, and M. Hekkert. 2020. “The Lighthouse Effect: How Successful Entrepreneurs Influence the Sustainability-Orientation of Entrepreneurial Ecosystems.” Journal of Cleaner Production 264: 121616. https://doi.org/10.1016/j.jclepro.2020.121616.
- Torres-Marín, A., J. E. Amorós, M. Leporati, and S. Roses. 2024. “Senior Entrepreneurship in Latin America: Evaluation and Support From Entrepreneurship Ecosystems Approach.” Management Research 22, no. 4: 487–509. https://doi.org/10.1108/MRJIAM-08-2023-1447.
10.1108/MRJIAM?08?2023?1447 Google Scholar
- Tran, N. T., and D. M. Nguyen. 2023. “ Sustainable Entrepreneurship Ecosystem: A Bibliometric Analysis.” In Contemporary Economic Issues in Asian Countries: Proceedings of CEIAC 2022, Volume 2, edited by A. T. Nguyen, T. T. Pham, J. Song, Y. L. Lin, and M. C. Dong. Springer. https://doi.org/10.1007/978-981-99-0490-7_10.
10.1007/978-981-99-0490-7_10 Google Scholar
- Verma, P., and V. Kumar. 2021. “Developing Leadership Styles and Green Entrepreneurial Orientation to Measure Organization Growth: A Study on Indian Green Organizations.” Journal of Entrepreneurship in Emerging Economies 14, no. 6: 1299–1324. https://doi.org/10.1108/JEEE-01-2021-0035.
- Vicentin, D. C., G. H. S. M. Moraes, B. B. Fischer, B. S. C. Campello, N. B. Prado, and R. Anholon. 2024. “The Interdependence Between the Entrepreneurial Ecosystem and Entrepreneurial Culture: An Analysis With Sustainable and Traditional Entrepreneurs.” Journal of Cleaner Production 466: 142821. https://doi.org/10.1016/j.jclepro.2024.142821.
- Volkmann, C., K. Fichter, M. Klofsten, and D. B. Audretsch. 2021. “Sustainable Entrepreneurial Ecosystems: An Emerging Field of Research.” Small Business Economics 56: 1047–1055. https://doi.org/10.1007/s11187-019-00253-7.
- von Kolpinski, C., E. Cagno, and A. Neri. 2024. “Investigating the Entrepreneurial Orientation of Circular-Social Hybrid Start-Ups by Assessing Their Path Toward Sustainability: Evidence From 20 European Cases.” Sustainable Production and Consumption 47: 222–235. https://doi.org/10.1016/j.spc.2024.03.036.
10.1016/j.spc.2024.03.036 Google Scholar
- Wohler, J., and E. Haase. 2022. “Exploring Investment Processes Between Traditional Venture Capital Investors and Sustainable Start-Ups.” Journal of Cleaner Production 377: 134318. https://doi.org/10.1016/j.jclepro.2022.134318.
- Wurth, B., E. Stam, and B. Spigel. 2022. “Toward an Entrepreneurial Ecosystem Research Program.” Entrepreneurship Theory and Practice 46, no. 3: 729–778. https://doi.org/10.1177/1042258721998948.
- Yang, S., R. Kher, and S. L. Newbert. 2019. “What Signals Matter for Social Startups? It Depends: The Influence of Gender Role Congruity on Social Impact Accelerator Selection Decisions.” Journal of Business Venturing 35, no. 5: 105949. https://doi.org/10.1016/j.jbusvent.2019.03.001.
10.1016/j.jbusvent.2019.03.001 Google Scholar
- Yaşlıoğlu, M. M., and D. Toplu Yaşlıoğlu. 2021. “Entrepreneurship for the Future: A Conceptual Look Toward Sustainability Entrepreneurship.” Eurasian Business Perspectives 13, no. 2: 277–297. https://doi.org/10.1007/978-3-030-40160-3_20.
10.1007/978?3?030?40160?3_20 Google Scholar
- Zadeh, L. A. 1965. “Fuzzy sets.” Information and Control 8, no. 3: 338–353.
- Zanon, L. G., and L. C. R. Carpinetti. 2021. “Combining Grey Clustering and Fuzzy Grey Cognitive Maps: An Approach to Group Decision-Making on Cause-and-Effect Relationships.” SOFT COMPUTING 25: 15201–15220. https://doi.org/10.1007/s00500-021-06345-5.
- Zeidler, V. Z. 2024. “Digitalization Paving the Ways for Sustainable Chemistry: Switching on More Green Lights.” Science 384, no. 6701: eadq3537. https://doi.org/10.1126/science.adq3537.