IDEAS home Printed from https://ideas.repec.org/a/spr/infsem/v18y2020i3d10.1007_s10257-019-00425-8.html
   My bibliography  Save this article

Data mining and analysis of part-time entrepreneurs from the perspective of entrepreneurial ability

Author

Listed:
  • Jun Sun

    (Hohai University)

  • Yongchun Huang

    (Collaborative Innovation Center Between World Water Valley and Water Ecological Civilization)

  • Dejin Su

    (Nanjing Audit University)

  • Chen Yang

    (Hohai University
    Collaborative Innovation Center Between World Water Valley and Water Ecological Civilization)

Abstract

Part-time entrepreneurship—the process of starting a business while retaining a ‘day job’ in an existing organization—can be considered an entry strategy into full-time entrepreneurship rather than a form of entrepreneurship in itself. With the goal of examining how the entrepreneurial ability relates to the transition from part-time to full-time entrepreneur, we integrate insights from utility maximization theory with logic from the resource capability theory, then test hypotheses through simulation analysis of mathematical models and the empirical analysis of questionnaire data. The key findings of the study emphasize that part-time entrepreneurs with higher Resource allocation ability are more likely to turn into full-time entrepreneurs, and the opportunity-recognition ability is not verified by this assumption. Besides, Entrepreneurial resource positively regulates the relationship between two types of entrepreneurial ability and the transformation intention.

Suggested Citation

  • Jun Sun & Yongchun Huang & Dejin Su & Chen Yang, 2020. "Data mining and analysis of part-time entrepreneurs from the perspective of entrepreneurial ability," Information Systems and e-Business Management, Springer, vol. 18(3), pages 455-484, September.
    • Handle: RePEc:spr:infsem:v:18:y:2020:i:3:d:10.1007_s10257-019-00425-8
    DOI: 10.1007/s10257-019-00425-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10257-019-00425-8
    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/s10257-019-00425-8?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. Roberts, Kevin & Weitzman, Martin L, 1981. "Funding Criteria for Research, Development, and Exploration Projects," Econometrica, Econometric Society, vol. 49(5), pages 1261-1288, September.
    2. Timothy B. Folta & Frédéric Delmar & Karl Wennberg, 2010. "Hybrid Entrepreneurship," Management Science, INFORMS, vol. 56(2), pages 253-269, February.
    3. Xi, Guoqian & Block, Jörn & Lasch, Frank & Robert, Frank & Thurik, Roy, 2017. "Mode of Entry into Hybrid Entrepreneurship: New Venture Start-Up versus Business Takeover," IZA Discussion Papers 11104, Institute of Labor Economics (IZA).
    4. Levesque, Moren & Shepherd, Dean A. & Douglas, Evan J., 2002. "Employment or self-employment: A dynamic utility-maximizing model," Journal of Business Venturing, Elsevier, vol. 17(3), pages 189-210, May.
    5. Selin Dilli & Gerarda Westerhuis, 2018. "How institutions and gender differences in education shape entrepreneurial activity: a cross-national perspective," Small Business Economics, Springer, vol. 51(2), pages 371-392, August.
    6. Marco Vivarelli, 2004. "Are All the Potential Entrepreneurs So Good?," Small Business Economics, Springer, vol. 23(1), pages 41-49, August.
    7. Cramer, J. S. & Hartog, J. & Jonker, N. & Van Praag, C. M., 2002. "Low risk aversion encourages the choice for entrepreneurship: an empirical test of a truism," Journal of Economic Behavior & Organization, Elsevier, vol. 48(1), pages 29-36, May.
    8. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    9. Norris F. Krueger Jr., 2000. "The Cognitive Infrastructure of Opportunity Emergence," Entrepreneurship Theory and Practice, , vol. 24(3), pages 5-24, April.
    10. Arthurs, Jonathan D. & Busenitz, Lowell W., 2006. "Dynamic capabilities and venture performance: The effects of venture capitalists," Journal of Business Venturing, Elsevier, vol. 21(2), pages 195-215, March.
    11. Kameliia Petrova, 2010. "Part-time Entrepreneurship: Theory and Evidence," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 38(4), pages 463-464, December.
    12. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    13. Carl P. Kaiser, 1990. "Entrepreneurship and Resource Allocation," Eastern Economic Journal, Eastern Economic Association, vol. 16(1), pages 9-20, Jan-Mar.
    14. Kameliia Petrova, 2012. "Part-time entrepreneurship and financial constraints: evidence from the Panel Study of Entrepreneurial Dynamics," Small Business Economics, Springer, vol. 39(2), pages 473-493, September.
    15. Levesque, Moren & Minniti, Maria, 2006. "The effect of aging on entrepreneurial behavior," Journal of Business Venturing, Elsevier, vol. 21(2), pages 177-194, March.
    16. Douglas, Evan J. & Shepherd, Dean A., 2000. "Entrepreneurship as a utility maximizing response," Journal of Business Venturing, Elsevier, vol. 15(3), pages 231-251, May.
    17. Erno T. Tornikoski & Anmari Viljamaa & Elina Varamäki, 2015. "Hybrid Entrepreneurship during Retirement: Comparison of Motives and Aspirations," Palgrave Macmillan Books, in: Natalie Sappleton & Fernando Lourenço (ed.), Entrepreneurship, Self-Employment and Retirement, chapter 8, pages 187-208, Palgrave Macmillan.
    18. Brown, Sarah & Dietrich, Michael & Ortiz-Nuñez, Aurora & Taylor, Karl, 2011. "Self-employment and attitudes towards risk: Timing and unobserved heterogeneity," Journal of Economic Psychology, Elsevier, vol. 32(3), pages 425-433, June.
    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. Klyver, Kim & Steffens, Paul & Lomberg, Carina, 2020. "Having your cake and eating it too? A two-stage model of the impact of employment and parallel job search on hybrid nascent entrepreneurship," Journal of Business Venturing, Elsevier, vol. 35(5).
    2. Nadia Simoes & Nuno Crespo & Sandrina B. Moreira, 2016. "Individual Determinants Of Self-Employment Entry: What Do We Really Know?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 783-806, September.
    3. Burmeister-Lamp, Katrin & Lévesque, Moren & Schade, Christian, 2012. "Are entrepreneurs influenced by risk attitude, regulatory focus or both? An experiment on entrepreneurs' time allocation," Journal of Business Venturing, Elsevier, vol. 27(4), pages 456-476.
    4. Traikova, Diana, 2013. "Determinants of non-farm entrepreneurial intentions in a transitional context: Evidence from rural Bulgaria," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 72, number 72.
    5. Chihmao Hsieh & Simon C. Parker & C. Mirjam Praag, 2017. "Risk, balanced skills and entrepreneurship," Small Business Economics, Springer, vol. 48(2), pages 287-302, February.
    6. Jörn H. Block & Andreas Landgraf, 2016. "Transition from part-time entrepreneurship to full-time entrepreneurship: the role of financial and non-financial motives," International Entrepreneurship and Management Journal, Springer, vol. 12(1), pages 259-282, March.
    7. Kun Fu & Anne-Sophie Larsson & Karl Wennberg, 2018. "Habitual entrepreneurs in the making: how labour market rigidity and employment affects entrepreneurial re-entry," Small Business Economics, Springer, vol. 51(2), pages 465-482, August.
    8. Werner Bönte & Monika Piegeler, 2013. "Gender gap in latent and nascent entrepreneurship: driven by competitiveness," Small Business Economics, Springer, vol. 41(4), pages 961-987, December.
    9. Anmari Viljamaa & Elina Varamäki & Sanna Joensuu-Salo, 2017. "Best of Both Worlds? Persistent Hybrid Entrepreneurship," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 25(04), pages 339-359, December.
    10. Kolympiris, Christos & Kalaitzandonakes, Nicholas & Miller, Douglas, 2015. "Location choice of academic entrepreneurs: Evidence from the US biotechnology industry," Journal of Business Venturing, Elsevier, vol. 30(2), pages 227-254.
    11. Erik Stam & Roy Thurik & Peter van der Zwan, 2010. "Entrepreneurial exit in real and imagined markets," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 1109-1139, August.
    12. Keller, Godfrey & Novák, Vladimír & Willems, Tim, 2019. "A note on optimal experimentation under risk aversion," Journal of Economic Theory, Elsevier, vol. 179(C), pages 476-487.
    13. Asante, Eric Adom & Affum-Osei, Emmanuel, 2019. "Entrepreneurship as a career choice: The impact of locus of control on aspiring entrepreneurs' opportunity recognition," Journal of Business Research, Elsevier, vol. 98(C), pages 227-235.
    14. Bar-Ilan, Avner & Strange, William C., 1998. "A model of sequential investment," Journal of Economic Dynamics and Control, Elsevier, vol. 22(3), pages 437-463, March.
    15. Krčál, Ondřej & Staněk, Rostislav & Slanicay, Martin, 2019. "Made for the job or by the job? A lab-in-the-field experiment with firefighters," Research in Economics, Elsevier, vol. 73(4), pages 271-276.
    16. Kort, Peter M. & Murto, Pauli & Pawlina, Grzegorz, 2010. "Uncertainty and stepwise investment," European Journal of Operational Research, Elsevier, vol. 202(1), pages 196-203, April.
    17. Aditya Vedantam & Ananth Iyer, 2021. "Capacity Investment under Bayesian Information Updates at Reporting Periods: Model and Application," Production and Operations Management, Production and Operations Management Society, vol. 30(8), pages 2707-2725, August.
    18. Weeds, Helen, 1999. "Sleeping Patents And Compulsory Licensing: An Options Analysis," Economic Research Papers 269348, University of Warwick - Department of Economics.
    19. Cuypers, I.R.P., 2009. "Essays on equity joint ventures, uncertainty and experience," Other publications TiSEM 8dc79e86-c625-467f-a450-8, Tilburg University, School of Economics and Management.
    20. Jeffrey J. Reuer & Tony W. Tong, 2007. "Corporate investments and growth options," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(8), pages 863-877.

    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:infsem:v:18:y:2020:i:3:d:10.1007_s10257-019-00425-8. 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.