IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i12p9333-d1167540.html
   My bibliography  Save this article

The Impact of Industry Clusters on the Performance of High Technology Small and Middle Size Enterprises

Author

Listed:
  • Tong Tong

    (Department of Literature, Sichuan Minzu College, Kangding 626000, China
    School of Business and Economics, Universiti Putra Malaysia, Serdang 43400, Malaysia)

  • Norzalina Binti Zainudin

    (Department of Resource Management and Consumer Studies, Faculty of Human Ecology, Universiti Putra Malaysia, Serdang 43400, Malaysia)

  • Jingwen Yan

    (School of Business and Economics, Universiti Putra Malaysia, Serdang 43400, Malaysia)

  • Azmawani Abd Rahman

    (School of Business and Economics, Universiti Putra Malaysia, Serdang 43400, Malaysia)

Abstract

Based on the theory of independent innovation and competitive advantage, this paper takes industry cluster as the independent variable, long-term high-technology small and middle size enterprises (high-tech SMEs) performance and short-term high-tech SMEs’ performance as the dependent variable, and introduces independent innovation as the mediator variable to explore the impact of industry cluster on high-tech SMEs’ performance. SPSS22.0 was used to test the reliability and validity of the questionnaire distributed to 310 high-tech SMEs in Sichuan, China. SPSS is used for statistical analysis, integrating data entry, organization, and analysis functions. Its basic functions include data management, statistical analysis, chart analysis, and output management. A confirmatory factor analysis was conducted. Amos 24.0 is the structural equation model analysis software. After using Amos 24.0 to construct the SEM (Structural Equation Modelling) to verify the hypothesis, it was found that industry cluster has a significant positive impact on long-term and short-term high-tech SMEs’ performance, independent innovation has a significant positive impact on long-term and short-term high-tech SMEs’ performance, and independent innovation plays a mediator role in the relationship between industry cluster and high-tech SMEs’ performance. Based on the research results, this paper puts forward the following suggestions: (1) attach importance to independent innovation, introduce relevant technical talents, and improve innovation; and (2) accelerate the formation of clusters to improve the high-tech SMEs’ performance of the whole industry.

Suggested Citation

  • Tong Tong & Norzalina Binti Zainudin & Jingwen Yan & Azmawani Abd Rahman, 2023. "The Impact of Industry Clusters on the Performance of High Technology Small and Middle Size Enterprises," Sustainability, MDPI, vol. 15(12), pages 1-16, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:12:p:9333-:d:1167540
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/12/9333/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/12/9333/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Slater, Stanley F. & Narver, John C., 2000. "The Positive Effect of a Market Orientation on Business Profitability: A Balanced Replication," Journal of Business Research, Elsevier, vol. 48(1), pages 69-73, April.
    2. Zainudin Awang & Asyraf Afthanorhan & Mustafa Mamat, 2016. "The Likert scale analysis using parametric based Structural Equation Modeling (SEM)," Computational Methods in Social Sciences (CMSS), "Nicolae Titulescu" University of Bucharest, Faculty of Economic Sciences, vol. 4(1), pages 13-21, June.
    3. Norlela Ariffin & Paulo Figueiredo, 2004. "Internationalization of innovative capabilities: counter-evidence from the electronics industry in Malaysia and Brazil," Oxford Development Studies, Taylor & Francis Journals, vol. 32(4), pages 559-583.
    4. Li, Xiaoying & Tang, Jiahong & Huang, Jinyuan, 2023. "Place-based policy upgrading, business environment, and urban innovation: Evidence from high-tech zones in China," International Review of Financial Analysis, Elsevier, vol. 86(C).
    5. Hassan, Atazaz & Abbas, Sajid & Yousuf, Saima & Abbas, Fakhar & Amin, N.M. & Ali, Shujaat & Shahid Mastoi, Muhammad, 2023. "An experimental and numerical study on the impact of various parameters in improving the heat transfer performance characteristics of a water based photovoltaic thermal system," Renewable Energy, Elsevier, vol. 202(C), pages 499-512.
    6. Pan, Jiadong & Lin, Gaobang & Xiao, Wen, 2022. "The heterogeneity of innovation, government R&D support and enterprise innovation performance," Research in International Business and Finance, Elsevier, vol. 62(C).
    7. Fleisher, Belton & Hu, Dinghuan & McGuire, William & Zhang, Xiaobo, 2010. "The evolution of an industrial cluster in China," China Economic Review, Elsevier, vol. 21(3), pages 456-469, September.
    8. Zilong Wang & Zhiwen Zhang & Xiaodi Xu & Dandan Wang, 2021. "Collaborative Innovation Efficiency and Influencing Factors of Civil-Military Integration Enterprises," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-11, January.
    9. Chenxi Li & Xing Gao & Bao-Jie He & Jingyao Wu & Kening Wu, 2019. "Coupling Coordination Relationships between Urban-industrial Land Use Efficiency and Accessibility of Highway Networks: Evidence from Beijing-Tianjin-Hebei Urban Agglomeration, China," Sustainability, MDPI, vol. 11(5), pages 1-23, March.
    10. Cooke, Philip, 2002. "Regional Innovation Systems: General Findings and Some New Evidence from Biotechnology Clusters," The Journal of Technology Transfer, Springer, vol. 27(1), pages 133-145, January.
    11. Ximing Yin & Ben-lu Hai & Jin Chen, 2019. "Financial Constraints and R&D Investment: The Moderating Role of CEO Characteristics," Sustainability, MDPI, vol. 11(15), pages 1-18, August.
    12. Edward Feser & Edward Bergman, 2000. "National Industry Cluster Templates: A Framework for Applied Regional Cluster Analysis," Regional Studies, Taylor & Francis Journals, vol. 34(1), pages 1-19.
    13. Muhammad Shahid Mastoi & Hafiz Mudassir Munir & Shenxian Zhuang & Mannan Hassan & Muhammad Usman & Ahmad Alahmadi & Basem Alamri, 2022. "A Critical Analysis of the Impact of Pandemic on China’s Electricity Usage Patterns and the Global Development of Renewable Energy," IJERPH, MDPI, vol. 19(8), pages 1-30, April.
    14. Wei Feng & Ling Zhao & Yue Chen, 2022. "Research on Collaborative Innovation Mode of Enterprise Group from the Perspective of Comprehensive Innovation Management," Sustainability, MDPI, vol. 14(9), pages 1-19, April.
    15. Muhammad Shahid Mastoi & Hafiz Mudassir Munir & Shenxian Zhuang & Mannan Hassan & Muhammad Usman & Ahmad Alahmadi & Basem Alamri, 2022. "A Comprehensive Analysis of the Power Demand–Supply Situation, Electricity Usage Patterns, and the Recent Development of Renewable Energy in China," Sustainability, MDPI, vol. 14(6), pages 1-34, March.
    16. Wu, Lei-Yu, 2010. "Applicability of the resource-based and dynamic-capability views under environmental volatility," Journal of Business Research, Elsevier, vol. 63(1), pages 27-31, January.
    17. Martin Falk, 2012. "Quantile estimates of the impact of R&D intensity on firm performance," Small Business Economics, Springer, vol. 39(1), pages 19-37, July.
    18. Anthony, Joseph H. & Ramesh, K., 1992. "Association between accounting performance measures and stock prices : A test of the life cycle hypothesis," Journal of Accounting and Economics, Elsevier, vol. 15(2-3), pages 203-227, August.
    19. David B. Audretsch & Erik E. Lehmann & Matthias Menter & Nikolaus Seitz, 2019. "Public cluster policy and firm performance: evaluating spillover effects across industries," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 31(1-2), pages 150-165, January.
    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. Monika Fabinska, 2024. "Regional Capital Dynamics and Cluster Development: Insights from Poland's National Key Clusters," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 184-200.
    2. Lingyu Li & Zhichao Liu, 2024. "Sustainable Evolution of China’s Provincial New Quality Productivity Based on Three Dimensions of Multi-Period Development and Combination Weights," Sustainability, MDPI, vol. 16(24), pages 1-17, December.
    3. Lanqing Ge & Chunyan Li & Lei Sun & Weina Hu & Qi Ban, 2023. "The Relationship between High-Tech Industrial Agglomeration and Regional Innovation: A Meta-Analysis Investigation in China," Sustainability, MDPI, vol. 15(23), pages 1-22, December.
    4. Nadezhda Shmeleva & Tatyana Tolstykh & Viktoria Krasnobaeva & Diana Boboshko & Denis Lazarenko, 2024. "Network Integration as a Tool for Sustainable Business Development," Sustainability, MDPI, vol. 16(21), pages 1-25, October.

    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. Xu, Cheng-Gang & Guo, Di & Jiang, Kun & Yang, Xiyi, 2017. "Clustering, Growth, and Inequality in China," CEPR Discussion Papers 12543, C.E.P.R. Discussion Papers.
    2. Tong Tong & Azmawani Abd Rahman, 2022. "Effect of Innovation Orientation of High-Tech SMEs “Small and Mid-Sized Enterprises in China” on Innovation Performance," Sustainability, MDPI, vol. 14(14), pages 1-17, July.
    3. Gligor, David M. & Holcomb, Mary C. & Feizabadi, Javad, 2016. "An exploration of the strategic antecedents of firm supply chain agility: The role of a firm's orientations," International Journal of Production Economics, Elsevier, vol. 179(C), pages 24-34.
    4. Davenport, Sally, 2005. "Exploring the role of proximity in SME knowledge-acquisition," Research Policy, Elsevier, vol. 34(5), pages 683-701, June.
    5. Pavol Durana & Lucia Michalkova & Andrej Privara & Josef Marousek & Milos Tumpach, 2021. "Does the life cycle affect earnings management and bankruptcy?," Oeconomia Copernicana, Institute of Economic Research, vol. 12(2), pages 425-461, June.
    6. Garcia-Blandon, Josep & Argiles-Bosch, Josep Maria & Castillo-Merino, David & Martinez-Blasco, Monica, 2017. "An Assessment of the Provisions of Regulation (EU) No 537/2014 on Non-audit Services and Audit Firm Tenure: Evidence from Spain," The International Journal of Accounting, Elsevier, vol. 52(3), pages 251-261.
    7. Aspers, Patrik & Kohl, Sebastian & Power, Dominic, 2008. "Economic sociology discovering economic geography," economic sociology. perspectives and conversations, Max Planck Institute for the Study of Societies, vol. 9(3), pages 3-16.
    8. Zhonghua Zhao & Fanchen Meng & Yin He & Zhouyang Gu, 2019. "The Influence of Corporate Social Responsibility on Competitive Advantage with Multiple Mediations from Social Capital and Dynamic Capabilities," Sustainability, MDPI, vol. 11(1), pages 1-16, January.
    9. Kim, Jinhee & Lee, Keun, 2022. "Local–global interface as a key factor in the catching up of regional innovation systems: Fast versus slow catching up among Taipei, Shenzhen, and Penang in Asia," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    10. Haugland, Sven A. & Myrtveit, Ingunn & Nygaard, Arne, 2007. "Market orientation and performance in the service industry: A data envelopment analysis," Journal of Business Research, Elsevier, vol. 60(11), pages 1191-1197, November.
    11. Hwang, Seokyoun & Sarath, Bharat & Han, Seung-youb, 2022. "Auditor independence: The effect of auditors’ quality control efforts and corporate governance," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 47(C).
    12. Garcia Martinez, Marian & Zouaghi, Ferdaous & Garcia Marco, Teresa & Robinson, Catherine, 2019. "What drives business failure? Exploring the role of internal and external knowledge capabilities during the global financial crisis," Journal of Business Research, Elsevier, vol. 98(C), pages 441-449.
    13. Zhang-Zhang, YingYing & Rohlfer, Sylvia & Varma, Arup, 2022. "Strategic people management in contemporary highly dynamic VUCA contexts: A knowledge worker perspective," Journal of Business Research, Elsevier, vol. 144(C), pages 587-598.
    14. Wang, Chun-Ju & Wu, Lei-Yu, 2012. "Team member commitments and start-up competitiveness," Journal of Business Research, Elsevier, vol. 65(5), pages 708-715.
    15. Mercedes Delgado & Michael E. Porter & Scott Stern, 2016. "Defining clusters of related industries," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 1-38.
    16. Jae-Woong Jeong & Heon-Hwi Lee & Hun Park, 2022. "A Study on the Effect of Knowledge Services on Organizational Performances Based on the Concept of Balanced Scorecards for the Sustainable Growth of Firms: Evidence from South Korea," Sustainability, MDPI, vol. 14(19), pages 1-19, October.
    17. Robles Teigeiro, Luis & Ramos Carvajal, Carmen, 2007. "Una propuesta metodológica para la identificación y evaluación de clusters a partir de tablas Input-Output. Una aplicación para Andalucía/A Methodological Proposal for Getting the Sectorial Clusters i," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 25, pages 759-790, Diciembre.
    18. Edgar David Gaytán Alfaro & Juan Carlos Ramos Mallarino, 2016. "Articulación de sectores y crecimiento económico en Colombia: un enfoque multivariado de detección de clusters empleando un Modelo de Insumo Producto," Revista Facultad de Ciencias Económicas, Universidad Militar Nueva Granada, vol. 25(1), pages 7-23.
    19. Nikulainen, Tuomo & Pajarinen, Mika, 2013. "Industry restructuring in the ICT sector – What does labor mobility tell us about skill relatedness and knowledge spillovers?," ETLA Working Papers 17, The Research Institute of the Finnish Economy.
    20. Argentino Pessoa, 2008. "Multinational Corporations, Foreign Investment, and Royalties and License Fees: Effects on Host-Country Total Factor Productivity," Notas Económicas, Faculty of Economics, University of Coimbra, issue 28, pages 6-31, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:gam:jsusta:v:15:y:2023:i:12:p:9333-:d:1167540. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.