IDEAS home Printed from https://ideas.repec.org/h/wsi/wschap/9789811267505_0056.html
   My bibliography  Save this book chapter

Combining Big Data and Factor Analysis Method to Study the Investment Capability Evaluation of Machinery Manufacturing Industry in China

In: INTERNET FINANCE AND DIGITAL ECONOMY Advances in Digital Economy and Data Analysis TechnologyThe 2nd International Conference on Internet Finance and Digital Economy, Kuala Lumpur, Malaysia, 19 – 21 August 2022

Author

Listed:
  • Yitong Liu

Abstract

Investment is a necessary way to promote the transformation of the machinery manufacturing industry to be intelligent, green, and low-carbon. This paper creates an investment capability information index based on big data to measure the quantity and quality of investment, then combines financial indexes to construct an investment capability evaluation system. On this basis, SPSS software is used for factor analysis and comprehensive evaluation of the investment capability of the machinery manufacturing industry. The results show that investments in shares, restructuring, and M&A in the machinery manufacturing industry are more frequent than that asset replacement and among the sub-industries, there are great differences in investment capability.

Suggested Citation

  • Yitong Liu, 2023. "Combining Big Data and Factor Analysis Method to Study the Investment Capability Evaluation of Machinery Manufacturing Industry in China," World Scientific Book Chapters, in: Faruk Balli (ed.), INTERNET FINANCE AND DIGITAL ECONOMY Advances in Digital Economy and Data Analysis TechnologyThe 2nd International Conference on Internet Finance and , chapter 56, pages 755-763, World Scientific Publishing Co. Pte. Ltd..
    • Handle: RePEc:wsi:wschap:9789811267505_0056
    as

    Download full text from publisher

    File URL: https://www.worldscientific.com/doi/pdf/10.1142/9789811267505_0056
    Download Restriction: Ebook Access is available upon purchase.
    File URL: https://www.worldscientific.com/doi/abs/10.1142/9789811267505_0056
    Download Restriction: Ebook Access is available upon purchase.
    ---><---

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

    More about this item

    Keywords

    Internet Economy; Online Finance; Financial Engineering; Big Data; Blockchain; Supply Chain; E-commerce;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • G2 - Financial Economics - - Financial Institutions and Services

    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:wsi:wschap:9789811267505_0056. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscientific.com/page/worldscibooks .

    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.