[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/eee/techno/v111y2022ics0166497221001644.html
   My bibliography  Save this article

The influence of gender on technology transfer processes managed in Italian Young Innovative Companies: A stochastic frontier analysis

Author

Listed:
  • Matricano, Diego
Abstract
This paper addresses the general lack of research on high-growth women's entrepreneurship by investigating the influence of gender on Technology Transfer – TT processes managed in Young Innovative Companies – YICs (new firms with high-growth potential). The aim of this paper is twofold. First, it investigates whether male or female entrepreneurs are better at bringing innovations onto markets by testing the relationship between participation in R&D activities, employment of expert researchers and holding a patent (independent variables) and performance (dependent variable). Second, it investigates the causes of differences, if any. For this reason, a Stochastic Frontier Analysis (able to disentangle the error term into technical and random inefficiencies) considering 10,676 YICs operating in Italy in 2019 is conducted. Results confirm the influence of gender (only holding a patent is significant for female entrepreneurs) and reveal that differences between male and female entrepreneurs depend on random inefficiencies.

Suggested Citation

  • Matricano, Diego, 2022. "The influence of gender on technology transfer processes managed in Italian Young Innovative Companies: A stochastic frontier analysis," Technovation, Elsevier, vol. 111(C).
  • Handle: RePEc:eee:techno:v:111:y:2022:i:c:s0166497221001644
    DOI: 10.1016/j.technovation.2021.102383
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0166497221001644
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.technovation.2021.102383?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. Gaétan Rassenfosse, 2012. "How SMEs exploit their intellectual property assets: evidence from survey data," Small Business Economics, Springer, vol. 39(2), pages 437-452, September.
    2. Giovanni Dosi & Luigi Marengo & Corrado Pasquali, 2010. "How Much Should Society Fuel the Greed of Innovators? On the Relations between Appropriability, Opportunities and Rates of Innovation," Chapters, in: Riccardo Viale & Henry Etzkowitz (ed.), The Capitalization of Knowledge, chapter 4, Edward Elgar Publishing.
    3. Maria Minniti, 2010. "Female Entrepreneurship and Economic Activity," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 22(3), pages 294-312, July.
    4. Clarysse, Bart & Wright, Mike & Bruneel, Johan & Mahajan, Aarti, 2014. "Creating value in ecosystems: Crossing the chasm between knowledge and business ecosystems," Research Policy, Elsevier, vol. 43(7), pages 1164-1176.
    5. Markman, Gideon D. & Gianiodis, Peter T. & Phan, Phillip H. & Balkin, David B., 2005. "Innovation speed: Transferring university technology to market," Research Policy, Elsevier, vol. 34(7), pages 1058-1075, September.
    6. Sharon A. Alvarez & Jay B. Barney, 2007. "The Entrepreneurial Theory of the Firm," Journal of Management Studies, Wiley Blackwell, vol. 44(7), pages 1057-1063, November.
    7. Brixiová, Zuzana & Kangoye, Thierry & Said, Mona, 2020. "Training, human capital, and gender gaps in entrepreneurial performance," Economic Modelling, Elsevier, vol. 85(C), pages 367-380.
    8. Megan K Blake & Susan Hanson, 2005. "Rethinking Innovation: Context and Gender," Environment and Planning A, , vol. 37(4), pages 681-701, April.
    9. Ulrike Busolt & Kordula Kugele, 2009. "The gender innovation and research productivity gap in Europe," International Journal of Innovation and Sustainable Development, Inderscience Enterprises Ltd, vol. 4(2/3), pages 109-122.
    10. Nan Langowitz & Maria Minniti, 2007. "The Entrepreneurial Propensity of Women," Entrepreneurship Theory and Practice, , vol. 31(3), pages 341-364, May.
    11. Lawrence Plummer & J. Haynie & Joy Godesiabois, 2007. "An Essay on the Origins of Entrepreneurial Opportunity," Small Business Economics, Springer, vol. 28(4), pages 363-379, April.
    12. Sean Kruger & Adriana Aletta Steyn, 2020. "Enhancing technology transfer through entrepreneurial development: practices from innovation spaces," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1655-1689, December.
    13. Xaver Neumeyer & Susana C. Santos & António Caetano & Pamela Kalbfleisch, 2019. "Entrepreneurship ecosystems and women entrepreneurs: a social capital and network approach," Small Business Economics, Springer, vol. 53(2), pages 475-489, August.
    14. Xie, Luqun & Zhou, Jieyu & Zong, Qingqing & Lu, Qian, 2020. "Gender diversity in R&D teams and innovation efficiency: Role of the innovation context," Research Policy, Elsevier, vol. 49(1).
    15. Candida G. Brush, 1992. "Research on Women Business Owners: Past Trends, a New Perspective and Future Directions," Entrepreneurship Theory and Practice, , vol. 16(4), pages 5-30, July.
    16. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    17. Katherina Kuschel & Kerstin Ettl & Cristina Díaz-García & Gry Agnete Alsos, 2020. "Stemming the gender gap in STEM entrepreneurship – insights into women’s entrepreneurship in science, technology, engineering and mathematics," International Entrepreneurship and Management Journal, Springer, vol. 16(1), pages 1-15, March.
    18. Karlaftis, Matthew G. & McCarthy, Patrick, 2002. "Cost structures of public transit systems: a panel data analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(1), pages 1-18, January.
    19. Jacob Rubæk Holm & Bram Timmermans & Christian Richter Østergaard & Alex Coad & Nicola Grassano & Antonio Vezzani, 2020. "Labor mobility from R&D-intensive multinational companies: implications for knowledge and technology transfer," The Journal of Technology Transfer, Springer, vol. 45(5), pages 1562-1584, October.
    20. Dirk Dohse & Rajeev K. Goel & Michael A. Nelson, 2019. "Female owners versus female managers: Who is better at introducing innovations?," The Journal of Technology Transfer, Springer, vol. 44(2), pages 520-539, April.
    21. Cristian L. Dezsö & David Gaddis Ross, 2012. "Does female representation in top management improve firm performance? A panel data investigation," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1072-1089, September.
    22. Ana Laguía & Cristina García-Ael & Dominika Wach & Juan A. Moriano, 2019. "“Think entrepreneur - think male”: a task and relationship scale to measure gender stereotypes in entrepreneurship," International Entrepreneurship and Management Journal, Springer, vol. 15(3), pages 749-772, September.
    23. Paola Giuri & Rosa Grimaldi & Anna Kochenkova & Federico Munari & Laura Toschi, 2020. "The effects of university-level policies on women’s participation in academic patenting in Italy," The Journal of Technology Transfer, Springer, vol. 45(1), pages 122-150, February.
    24. Xuemei Xie & Jiuchang Lv, 2018. "Female technology entrepreneurs: resource shortages and reputation challenges – a view of institutional support," International Entrepreneurship and Management Journal, Springer, vol. 14(2), pages 379-403, June.
    25. Thomä, Jörg & Bizer, Kilian, 2013. "To protect or not to protect? Modes of appropriability in the small enterprise sector," Research Policy, Elsevier, vol. 42(1), pages 35-49.
    26. Amy E. Davis & Kelly G. Shaver, 2012. "Understanding Gendered Variations in Business Growth Intentions across the Life Course," Entrepreneurship Theory and Practice, , vol. 36(3), pages 495-512, May.
    27. Klofsten, Magnus & Urbano, David & Heaton, Sohvi, 2021. "Managing intrapreneurial capabilities: An overview," Technovation, Elsevier, vol. 99(C).
    28. David J. Teece, 2012. "Dynamic Capabilities: Routines versus Entrepreneurial Action," Journal of Management Studies, Wiley Blackwell, vol. 49(8), pages 1395-1401, December.
    29. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    30. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    31. Paula Stephan & Asmaa El-Ganainy, 2007. "The entrepreneurial puzzle: explaining the gender gap," The Journal of Technology Transfer, Springer, vol. 32(5), pages 475-487, October.
    32. Irene Kamberidou, 2020. "“Distinguished” women entrepreneurs in the digital economy and the multitasking whirlpool," Journal of Innovation and Entrepreneurship, Springer, vol. 9(1), pages 1-26, December.
    33. David Audretsch & Max Keilbach, 2004. "Entrepreneurship Capital and Economic Performance," Regional Studies, Taylor & Francis Journals, vol. 38(8), pages 949-959.
    34. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
    35. Murillo Vetroni Barros & Mariane Bigarelli Ferreira & Guilherme Francisco Prado & Cassiano Moro Piekarski & Claudia Tania Picinin, 2020. "The interaction between knowledge management and technology transfer: a current literature review between 2013 and 2018," The Journal of Technology Transfer, Springer, vol. 45(5), pages 1585-1606, October.
    36. Mario Tirelli & Luca Spinesi, 2021. "R&D financing and growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 30(1), pages 24-47, January.
    37. Willam Greene, 2005. "Fixed and Random Effects in Stochastic Frontier Models," Journal of Productivity Analysis, Springer, vol. 23(1), pages 7-32, January.
    38. Janice Byrne & Salma Fattoum & Maria Cristina Diaz Garcia, 2019. "Role Models and Women Entrepreneurs: Entrepreneurial Superwoman Has Her Say," Post-Print hal-02572644, HAL.
    39. Helene Ahl, 2006. "Why Research on Women Entrepreneurs Needs New Directions," Entrepreneurship Theory and Practice, , vol. 30(5), pages 595-621, September.
    40. Ans Heirman & Bart Clarysse, 2004. "How and Why do Research-Based Start-Ups Differ at Founding? A Resource-Based Configurational Perspective," The Journal of Technology Transfer, Springer, vol. 29(3_4), pages 247-268, August.
    41. Rosca, Eugenia & Agarwal, Nivedita & Brem, Alexander, 2020. "Women entrepreneurs as agents of change: A comparative analysis of social entrepreneurship processes in emerging markets," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    42. David Audretsch & Rosa Caiazza, 2016. "Technology transfer and entrepreneurship: cross-national analysis," The Journal of Technology Transfer, Springer, vol. 41(6), pages 1247-1259, December.
    43. Susanne Bührer & Evanthia Kalpazidou Schmidt & Rachel Palmén & Sybille Reidl, 2020. "Evaluating gender equality effects in research and innovation systems," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1459-1475, November.
    44. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
    45. Janet Bercovitz & Maryann Feldman, 2006. "Entpreprenerial Universities and Technology Transfer: A Conceptual Framework for Understanding Knowledge-Based Economic Development," The Journal of Technology Transfer, Springer, vol. 31(1), pages 175-188, January.
    46. Paul Swamidass, 2013. "University startups as a commercialization alternative: lessons from three contrasting case studies," The Journal of Technology Transfer, Springer, vol. 38(6), pages 788-808, December.
    47. Rajeev K. Goel & Michael A. Nelson, 2020. "Presidential Versus Parliamentary Systems: Where Do Female Entrepreneurs Thrive?," Social Science Quarterly, Southwestern Social Science Association, vol. 101(5), pages 1773-1788, September.
    48. Kör, Burcu & Wakkee, Ingrid & van der Sijde, Peter, 2021. "How to promote managers’ innovative behavior at work: Individual factors and perceptions," Technovation, Elsevier, vol. 99(C).
    49. Giovanni Abramo & Ciriaco Andrea D’Angelo & Marco Solazzi, 2012. "A bibliometric tool to assess the regional dimension of university–industry research collaborations," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(3), pages 955-975, June.
    50. Zandberg, Jonathan, 2021. "Family comes first: Reproductive health and the gender gap in entrepreneurship," Journal of Financial Economics, Elsevier, vol. 140(3), pages 838-864.
    51. Bozeman, Barry, 2000. "Technology transfer and public policy: a review of research and theory," Research Policy, Elsevier, vol. 29(4-5), pages 627-655, April.
    52. Di Cintio, Marco & Ghosh, Sucharita & Grassi, Emanuele, 2017. "Firm growth, R&D expenditures and exports: An empirical analysis of italian SMEs," Research Policy, Elsevier, vol. 46(4), pages 836-852.
    53. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    54. Heeyong Noh & Sungjoo Lee, 2019. "Where technology transfer research originated and where it is going: a quantitative analysis of literature published between 1980 and 2015," The Journal of Technology Transfer, Springer, vol. 44(3), pages 700-740, June.
    55. Rajeev Goel & Devrim Göktepe-Hultén & Rati Ram, 2015. "Academics’ entrepreneurship propensities and gender differences," The Journal of Technology Transfer, Springer, vol. 40(1), pages 161-177, February.
    56. Minniti, Maria, 2009. "Gender Issues in Entrepreneurship," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 5(7–8), pages 497-621, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bournakis, Ioannis & Mei, Jen-Chung, 2023. "Gender, firm performance, and FDI supply–purchase spillovers in emerging markets," International Economics, Elsevier, vol. 175(C), pages 90-105.
    2. Gang, Cuiui & Li, Juanwei & Hu, Haiqing & Wei, Wei, 2023. "Dynamic co-movement between economic growth and language: A new perspective of technological progress," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 705-721.

    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. Farsi, Mehdi & Filippini, Massimo, 2009. "An analysis of cost efficiency in Swiss multi-utilities," Energy Economics, Elsevier, vol. 31(2), pages 306-315, March.
    2. Diego Matricano & Mario Sorrentino, 2018. "Gender Equalities in Entrepreneurship: How Close, Or Far, Have We Come in Italy?," International Journal of Business and Management, Canadian Center of Science and Education, vol. 13(3), pages 1-75, February.
    3. Keller, Michael, 2020. "Wasted windfalls: Inefficiencies in health care spending in oil rich countries," Resources Policy, Elsevier, vol. 66(C).
    4. Sickles, Robin C. & Song, Wonho & Zelenyuk, Valentin, 2018. "Econometric Analysis of Productivity: Theory and Implementation in R," Working Papers 18-008, Rice University, Department of Economics.
    5. Dirk Dohse & Rajeev K. Goel & Michael A. Nelson, 2019. "Female owners versus female managers: Who is better at introducing innovations?," The Journal of Technology Transfer, Springer, vol. 44(2), pages 520-539, April.
    6. Martini, Gianmaria & Scotti, Davide & Viola, Domenico & Vittadini, Giorgio, 2020. "Persistent and temporary inefficiency in airport cost function: An application to Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 999-1019.
    7. Belotti, Federico & Ilardi, Giuseppe, 2018. "Consistent inference in fixed-effects stochastic frontier models," Journal of Econometrics, Elsevier, vol. 202(2), pages 161-177.
    8. Hailu, Kidanemariam Berhe & Tanaka, Makoto, 2015. "A “true” random effects stochastic frontier analysis for technical efficiency and heterogeneity: Evidence from manufacturing firms in Ethiopia," Economic Modelling, Elsevier, vol. 50(C), pages 179-192.
    9. Marin, Giovanni & Palma, Alessandro, 2017. "Technology invention and adoption in residential energy consumption," Energy Economics, Elsevier, vol. 66(C), pages 85-98.
    10. Karanki, Fecri & Lim, Siew Hoon, 2021. "Airport use agreements and cost efficiency of U.S. airports," Transport Policy, Elsevier, vol. 114(C), pages 68-77.
    11. Roberto Colombi & Gianmaria Martini & Giorgio Vittadini, 2017. "Determinants of transient and persistent hospital efficiency: The case of Italy," Health Economics, John Wiley & Sons, Ltd., vol. 26(S2), pages 5-22, September.
    12. Subal Kumbhakar & Gudbrand Lien & J. Hardaker, 2014. "Technical efficiency in competing panel data models: a study of Norwegian grain farming," Journal of Productivity Analysis, Springer, vol. 41(2), pages 321-337, April.
    13. Quang Nguyen & Sean Pascoe & Louisa Coglan & Son Nghiem, 2021. "The sensitivity of efficiency scores to input and other choices in stochastic frontier analysis: an empirical investigation," Journal of Productivity Analysis, Springer, vol. 55(1), pages 31-40, February.
    14. Massimo Filippini & William Greene, 2016. "Persistent and transient productive inefficiency: a maximum simulated likelihood approach," Journal of Productivity Analysis, Springer, vol. 45(2), pages 187-196, April.
    15. Sickles, Robin C. & Hao, Jiaqi & Shang, Chenjun, 2015. "Panel Data and Productivity Measurement," Working Papers 15-018, Rice University, Department of Economics.
    16. Filippini, Massimo & Hunt, Lester C., 2015. "Measurement of energy efficiency based on economic foundations," Energy Economics, Elsevier, vol. 52(S1), pages 5-16.
    17. Bernini, Cristina & Cerqua, Augusto & Pellegrini, Guido, 2017. "Public subsidies, TFP and efficiency: A tale of complex relationships," Research Policy, Elsevier, vol. 46(4), pages 751-767.
    18. Pontus Mattsson & Jonas Mansson & William H. Greene, 2018. "TFP Change and its Components for Swedish Manufacturing Firms During the 2008-2009 Financial Crisis," Working Papers 18-27, New York University, Leonard N. Stern School of Business, Department of Economics.
    19. Vanesa D’Elia & Gustavo Ferro, 2019. "Empirical Efficiency Measurement in Higher Education: An Overview," CEMA Working Papers: Serie Documentos de Trabajo. 708, Universidad del CEMA.
    20. Li, Hong-Zhou & Kopsakangas-Savolainen, Maria & Yan, Ming-Zhe & Wang, Jian-Lin & Xie, Bai-Chen, 2019. "Which provincial administrative regions in China should reduce their coal consumption? An environmental energy input requirement function based analysis," Energy Policy, Elsevier, vol. 127(C), pages 51-63.

    More about this item

    Keywords

    Female entrepreneurs; Gender diversity; Technology transfer; Young innovative companies; Italy;
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

    Statistics

    Access and download statistics

    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:eee:techno:v:111:y:2022:i:c:s0166497221001644. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/01664972 .

    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.