IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v15y2024i2d10.1007_s13132-023-01359-w.html
   My bibliography  Save this article

Investigating the Determinants of New Technology Entrepreneurial Performance: an Empirical Study with PLS-SEM and MGA

Author

Listed:
  • Shaofeng Wang

    (Zhejiang Wanli University)

  • José Paulo Esperança

    (University Institute of Lisbon (ISCTE))

  • Wancheng Yang

    (Zhejiang Wanli University)

  • Justin Zuopeng Zhang

    (University of North Florida)

Abstract

This research studies the internal mechanism of university students’ new technology entrepreneurial performance. We developed a model to identify relevant factors affecting new technology entrepreneurial performance by synthesizing theories of new technology adaption, social networks, and self-determination. Three hundred and sixteen valid responses were received from our survey and analyzed with the partial least squares structural equation model (PLS-SEM) and multiple-group analysis (MGA). The findings show that college students with entrepreneurial family histories rely more on social and industrial networks, whereas those without will seek opportunities from new technology adoption. Risk preference positively moderates the relationship between entrepreneurial intention and performance. Entrepreneurship intention mediates the impact of new technology usefulness, social network, industrial network, survival motivation, achievement motive, and responsibility motive on entrepreneurial performance. Our research helps improve entrepreneurial performance and provides new technology management inspiration.

Suggested Citation

  • Shaofeng Wang & José Paulo Esperança & Wancheng Yang & Justin Zuopeng Zhang, 2024. "Investigating the Determinants of New Technology Entrepreneurial Performance: an Empirical Study with PLS-SEM and MGA," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 6617-6642, June.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01359-w
    DOI: 10.1007/s13132-023-01359-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-023-01359-w
    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/s13132-023-01359-w?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. Niousha Shahidi & Silvia Cacho-Elizondo & Vesselina Tossan, 2021. "Cross-Cultural Effects in Adoption Patterns of a Mobile Coaching Service for Studies : A Comparison Between France and Mexico," Post-Print hal-03233537, HAL.
    2. William R. Kerr & Martin Mandorff, 2023. "Social Networks, Ethnicity, and Entrepreneurship," Journal of Human Resources, University of Wisconsin Press, vol. 58(1), pages 183-220.
    3. Genshu Lu & Yaping Song & Bingchao Pan, 2021. "How University Entrepreneurship Support Affects College Students’ Entrepreneurial Intentions: An Empirical Analysis from China," Sustainability, MDPI, vol. 13(6), pages 1-25, March.
    4. Yeh, Ching-Hsuan & Wang, Yi-Shun & Hsu, Jing-Wei & Lin, Shin-jeng, 2020. "Predicting individuals' digital autopreneurship: Does educational intervention matter?," Journal of Business Research, Elsevier, vol. 106(C), pages 35-45.
    5. Evelyn Odonkor & Jessie Pallud, 2022. "A Configurational Approach to Understanding the Drivers of Mobile Phone Usage in Developing Countries," Post-Print hal-03866912, HAL.
    6. Eijaz Ahmed Khan & Mohammad Alamgir Hossain & Mohammed Abu Jahed & Anna Lee Rowe, 2021. "Poor resource capital of micro-entrepreneurs: the mediating role of entrepreneurial orientation," Management Research Review, Emerald Group Publishing Limited, vol. 44(10), pages 1366-1389, May.
    7. Shuja Iqbal & José Moleiro Martins & Mário Nuno Mata & Shumaila Naz & Shamim Akhtar & António Abreu, 2021. "Linking Entrepreneurial Orientation with Innovation Performance in SMEs; the Role of Organizational Commitment and Transformational Leadership Using Smart PLS-SEM," Sustainability, MDPI, vol. 13(8), pages 1-18, April.
    8. Eijaz Ahmed Khan & Mohammad Alamgir Hossain & Mohammed Abu Jahed & Anna Lee Rowe, 2021. "Poor resource capital of micro-entrepreneurs: the mediating role of entrepreneurial orientation," Management Research Review, Emerald Group Publishing Limited, vol. 44(10), pages 1366-1389, May.
    9. Francisco J. García-Rodríguez & Inés Ruiz-Rosa & Desiderio Gutiérrez-Taño & Esperanza Gil-Soto, 2022. "Entrepreneurial intentions in the context of a collectivist economy: a comparison between Cuba and Spain," International Entrepreneurship and Management Journal, Springer, vol. 18(2), pages 855-873, June.
    10. 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.
    11. Chaohong Xie & Xianhao Xu & Yeming Gong & Jie Xiong, 2022. "Big Data Analytics Capability and Business Alignment for Organizational Agility : A Fit Perspective," Post-Print hal-04325618, HAL.
    12. Alan Carsrud & Malin Brännback, 2011. "Entrepreneurial Motivations: What Do We Still Need to Know?," Journal of Small Business Management, Taylor & Francis Journals, vol. 49(1), pages 9-26, January.
    13. Jean-François de Moya & Jessie Pallud & Samuel Fosso Wamba, 2021. "Impacts of Risks Over Benefits in the Adoption of Self-Tracking Technologies," Post-Print hal-03868890, HAL.
    14. Staniewski, Marcin W. & Awruk, Katarzyna, 2019. "Entrepreneurial success and achievement motivation – A preliminary report on a validation study of the questionnaire of entrepreneurial success," Journal of Business Research, Elsevier, vol. 101(C), pages 433-440.
    15. Najmul Hoda & Naim Ahmad & Shankar Lal Gupta & Mohammad Mahtab Alam & Irfan Ahmad, 2021. "Application of Entrepreneurial Intention Model in Comparative International Entrepreneurship Research: A Cross-Cultural Study of India and Saudi Arabia," Sustainability, MDPI, vol. 13(23), pages 1-23, December.
    16. Basco, Rodrigo & Hernández-Perlines, Felipe & Rodríguez-García, María, 2020. "The effect of entrepreneurial orientation on firm performance: A multigroup analysis comparing China, Mexico, and Spain," Journal of Business Research, Elsevier, vol. 113(C), pages 409-421.
    17. Bhaskar Choudhuri & Praveen Ranjan Srivastava & Shivam Gupta & Ajay Kumar & Surajit Bag, 2021. "Determinants of Smart Digital Infrastructure Diffusion for Urban Public Services," Post-Print hal-03628404, HAL.
    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. Simba, Amon & Wang, Yan & del Olmo García, Francisco, 2023. "Deconstructing self-organisation in microentrepreneurship: A social embeddedness perspective," Journal of Business Research, Elsevier, vol. 162(C).
    2. Catherine Karimi & Dr. Paul Gesimba & Dr. Peter Koome, 2023. "Effects of Loan Repayment Mechanism on Clients’ Livelihoods Sustainability: A Case of Deposit Taking Microfinance Institutions in Nakuru County, Kenya," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(10), pages 1956-1971, October.
    3. Sumi Jha & Vidya Venkatesh, 2023. "Entrepreneurial Satisfaction for Women Micro-entrepreneurs: A Network Perspective," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 13(1), pages 1-17, December.
    4. Carlos Bazan, 2022. "Effect of the University’s Environment and Support System on Subjective Social Norms as Precursor of the Entrepreneurial Intention of Students," SAGE Open, , vol. 12(4), pages 21582440221, October.
    5. Qiliang Mao & Xianzhuang Mao, 2021. "Cultural barriers, institutional distance, and spatial spillovers: Evidence from regional industrial evolution in China," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1440-1481, September.
    6. Jenny Lukito Setiawan & Azilah Kasim & Elia Ardyan, 2022. "Understanding the Consumers of Entrepreneurial Education: Self-Efficacy and Entrepreneurial Attitude Orientation among Youths," Sustainability, MDPI, vol. 14(8), pages 1-18, April.
    7. Ratan J. S. Dheer & Aycan Kara, 2024. "Immigrants’ entrepreneurial intentions: acculturation-based socio-psychological lens," International Entrepreneurship and Management Journal, Springer, vol. 20(4), pages 2979-2999, December.
    8. Manrique Hernández-Ramírez & Ronald Mora-Esquivel & Juan Carlos Leiva, 2022. "Orientación emprendedora y desempeno innovador en mipymes. El rol moderador de la orientación estratégica," Estudios Gerenciales, Universidad Icesi, vol. 38(162), pages 95-108, March.
    9. Zhiyang Liu & Guixing Wu, 2022. "Gendered motives towards hybrid entrepreneurial intentions: Empirical evidence from China," International Studies of Economics, John Wiley & Sons, vol. 17(1), pages 36-64, June.
    10. Baum, Christopher F & Dastory, Linda & Lööf, Hans & Stephan, Andreas, 2018. "Migrant STEM Entrepreneurs," Working Paper Series in Economics and Institutions of Innovation 474, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    11. Justin R. Hall & Selen Savas-Hall & Eric H. Shaw, 2023. "A deductive approach to a systematic review of entrepreneurship literature," Management Review Quarterly, Springer, vol. 73(3), pages 987-1016, September.
    12. Marco Caliendo & Alexander S. Kritikos & Claudia Stier, 2023. "The influence of start-up motivation on entrepreneurial performance," Small Business Economics, Springer, vol. 61(3), pages 869-889, October.
    13. Keith Head & Yao Amber Li & Asier Minondo, 2019. "Geography, Ties, and Knowledge Flows: Evidence from Citations in Mathematics," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 713-727, October.
    14. Ghani,Syed Ejaz & Grover,Arti & Kerr,Sari & Kerr,William Robert, 2016. "Will market competition trump gender discrimination in India ?," Policy Research Working Paper Series 7814, The World Bank.
    15. Noorain Mohd Nordin & Wei-Loon Koe, 2024. "Institutions and Sustainability Entrepreneurship in SMEs: A Conceptual Model," Information Management and Business Review, AMH International, vol. 16(2), pages 1-8.
    16. Georgios Giotis & Evangelia Papadionysiou, 2022. "The Role of Managerial and Technological Innovations in the Tourism Industry: A Review of the Empirical Literature," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
    17. Emmanuel Affum-Osei & Sharon G. Goto & June Chun Yeung & Rong Wang & Hodar Lam & Inusah Abdul-Nasiru & Darius K. S. Chan, 2024. "A cross-cultural study of entrepreneurial motivation and entrepreneurial intentions amongst university students: the roles of individualism and collectivism," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 14(1), pages 1-19, December.
    18. Dybro Liengaard, Benjamin, 2024. "Measurement invariance testing in partial least squares structural equation modeling," Journal of Business Research, Elsevier, vol. 177(C).
    19. Pekkala Kerr, Sari & Kerr, William, 2020. "Immigrant entrepreneurship in America: Evidence from the survey of business owners 2007 & 2012," Research Policy, Elsevier, vol. 49(3).
    20. Aldén, Lina & Bastani, Spencer & Hammarstedt, Mats & Miao, Chizheng, 2020. "Ethnic Differences in Long-Term Self-Employment," Working Paper Series 1361, Research Institute of Industrial Economics.

    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:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01359-w. 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.