IDEAS home Printed from https://ideas.repec.org/a/spr/aodasc/v10y2023i2d10.1007_s40745-020-00252-6.html
   My bibliography  Save this article

Determining the Most Important Variables for Women’s Entrepreneurship Crisis Management by Neuro Fuzzy System

Author

Listed:
  • Vojo Lakovic

    (Fakulteta društvenih znanosti dr. Milenka Brkića)

Abstract

Without the active participation of women in all facets of life economic development cannot be accomplished. There is consensus among scholars that women may play a key role in the phenomenon of entrepreneurship. The proportion of the contribution of women to economic and social development depends on the institutions ' promotion of gender equality and gender blind support. While women make up about fifty per cent of the world’s population, they have less opportunity to control their lives and make decisions than men. Women entrepreneurs have been named to bring prosperity and education to the developing countries as the new growth drivers and the rising stars of economies. The main objective of the analysis was to examine the impact of internal market dynamics, internal market transparency, physical and service infrastructure and cultural and social norms on the forecasting of total and female entrepreneurial activities. Since this is the highly nonlinear job the soft computing approach has been applied in this analysis. The Process for ANFIS (adaptive neuro fuzzy inference system) was applied to determine the most important variables for both total and female entrepreneurial activity. To order to better understand this trend, rapid growth and involvement of women to entrepreneurship and the growing research body creates a need for both general and unique theoretical perspectives and approaches.

Suggested Citation

  • Vojo Lakovic, 2023. "Determining the Most Important Variables for Women’s Entrepreneurship Crisis Management by Neuro Fuzzy System," Annals of Data Science, Springer, vol. 10(2), pages 385-392, April.
  • Handle: RePEc:spr:aodasc:v:10:y:2023:i:2:d:10.1007_s40745-020-00252-6
    DOI: 10.1007/s40745-020-00252-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40745-020-00252-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40745-020-00252-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ingrid Verheul & André Van Stel & Roy Thurik, 2006. "Explaining female and male entrepreneurship at the country level," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 18(2), pages 151-183, March.
    2. Fletschner, Diana & Carter, Michael R., 2008. "Constructing and reconstructing gender: Reference group effects and women's demand for entrepreneurial capital," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(2), pages 672-693, April.
    3. Verheul, Ingrid & Thurik, Roy & Grilo, Isabel & van der Zwan, Peter, 2012. "Explaining preferences and actual involvement in self-employment: Gender and the entrepreneurial personality," Journal of Economic Psychology, Elsevier, vol. 33(2), pages 325-341.
    4. Jacques Ascher, 2012. "Female Entrepreneurship – An Appropriate Response to Gender Discrimination," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 8(4), pages 97-114.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Vojo Lakovic, 2020. "Modeling of Entrepreneurship Activity Crisis Management by Support Vector Machine," Annals of Data Science, Springer, vol. 7(4), pages 629-638, December.
    2. Charles Ackah & Richard Osei Bofah & Derek Asuman, 2017. "Who Are Africa’S Entrepreneurs? Comparative Evidence From Ghana And Uganda," Journal of Developmental Entrepreneurship (JDE), World Scientific Publishing Co. Pte. Ltd., vol. 22(04), pages 1-23, December.
    3. Dianne H. B. Welsh & Eugene Kaciak & Caroline Minialai, 2017. "The influence of perceived management skills and perceived gender discrimination in launch decisions by women entrepreneurs," International Entrepreneurship and Management Journal, Springer, vol. 13(1), pages 1-33, March.
    4. Simba, Amon & Martins Ogundana, Oyedele & Braune, Eric & Dana, Léo–Paul, 2023. "Community financing in entrepreneurship: A focus on women entrepreneurs in the developing world," Journal of Business Research, Elsevier, vol. 163(C).
    5. Mehmet Nasih TAĞ & Duygu HIDIROĞLU, 2020. "The Playing Field of Innovative Entrepreneurship: A Multilevel Analysis of Institutional Effects on Female Entrepreneurship," Sosyoekonomi Journal, Sosyoekonomi Society, issue 28(44).
    6. Marcus Box & Karl Gratzer & Xiang Lin, 2023. "Self-employment, corruption, and property rights: a comparative analysis of European and CEE economies," SN Business & Economics, Springer, vol. 3(1), pages 1-29, January.
    7. Cavada Martha Cantú & Bobek Vito & Maček Anita & Skoko Hazbo, 2018. "Cultural Foundations of Female Entrepreneurship in Mexico: Challenges and Opportunities," Naše gospodarstvo/Our economy, Sciendo, vol. 64(1), pages 28-40, March.
    8. Wu Juan & Li Yaokuang, 2020. "An Exploratory Cross-Country Analysis of Female Entrepreneurial Activity: The Roles of Gendered Institutions," Entrepreneurship Research Journal, De Gruyter, vol. 10(3), pages 1-20, July.
    9. Cueto, Begona & Pruneda, Gabriel, 2015. "Job Satisfaction of Wage and Self-Employed workers. Do preferences make a difference?," MPRA Paper 65432, University Library of Munich, Germany.
    10. Entrialgo M. & Iglesias V., 2018. "Are the Intentions to Entrepreneurship of Men and Women Shaped Differently? The Impact of Entrepreneurial Role-Model Exposure and Entrepreneurship Education," Entrepreneurship Research Journal, De Gruyter, vol. 8(1), pages 1-14, January.
    11. Dufhues, Thomas & Buchenrieder, Gertrud & Munkung, Nuchanata, 2012. "Individual social capital and access to formal credit in Thailand," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 123401, International Association of Agricultural Economists.
    12. Ramadani, Veland & Rahman, Md. Mizanur & Salamzadeh, Aidin & Rahaman, Md. Saidur & Abazi-Alili, Hyrije, 2022. "Entrepreneurship Education and Graduates' Entrepreneurial Intentions: Does Gender Matter? A Multi-Group Analysis using AMOS," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    13. Rodrigo, Maria F., 2012. "Do cooperatives benefit the poor? Evidence from Ethiopia," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 130545, Agricultural and Applied Economics Association.
    14. Wolfe, Marcus T. & Patel, Pankaj C., 2017. "Persistent and repetitive: Obsessive-Compulsive Personality Disorder and self-employment," Journal of Business Venturing Insights, Elsevier, vol. 8(C), pages 125-137.
    15. Marcén, Miriam, 2013. "The effect of culture on self-employment," MPRA Paper 47338, University Library of Munich, Germany.
    16. Murat Yalcintas & Oyk㜠Iyigãœn & Gokhan Karabulut, 2023. "Personal Characteristics And Intention For Entrepreneurship," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 68(02), pages 539-561.
    17. Orkhan Nadirov & Bruce Dehning, 2020. "Tax Progressivity and Entrepreneurial Dynamics," Sustainability, MDPI, vol. 12(9), pages 1-21, April.
    18. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2014. "Personality characteristics and the decisions to become and stay self-employed," Small Business Economics, Springer, vol. 42(4), pages 787-814, April.
    19. Nisha K. M & Mohd Asif Khan, 2016. "Leveraging Economy through MSMEs: Recent Trends and Challenges of Women’s Entrepreneurship in South India," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 12(4), pages 127-149.
    20. Tina Haußen, 2014. "Yours, mine & ours - The role of gender and (equivalence) income in preferences for redistribution and public spending," Jena Economics Research Papers 2014-033, Friedrich-Schiller-University Jena.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:aodasc:v:10:y:2023:i:2:d:10.1007_s40745-020-00252-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.