IDEAS home Printed from https://ideas.repec.org/a/auv/jijmdp/v36y2023i2p31-60.html
   My bibliography  Save this article

A Model for Implementing Information Technology Policies in The Sixth Development Plan Based on the Neural Network Approach (in Persian)

Author

Listed:
  • Mohammadi, Nazila

    (Department of Public Administration, Faculty of Management and Economics, Science and Research Branch, Islamic Azad University, Tehran, Iran)

  • Memarzadeh Tehran, Gholamreza

    (Department of Public Administration, Faculty of Management and Economics, Science and Research Branch of Islamic Azad University, Tehran, Iran.)

  • Tootian Esfehani, Sedigheh

    (Department of Public Administration, Faculty of Accounting and Management, West Tehran Branch, Islamic Azad University, Tehran, Iran.)

Abstract

Purpose: This Study was performed to present a model for implementing information technology policies for The Sixth Development Plan based on the neural network approach. Methodology: Based on purpose, this research was applied and used survey method. Questionnaires were administered to collect data. In the factor identification phase, the statistical population consisted of 15 managers of Communication Company, who made the experts pannel. In the testing phase, 260 IT experts comprised the sample. Findings: The factors affecting implementation include two main dimensions of structure and function, as well as ten subsequent dimensions (environment, policy, organization size, culture, technology, human resource development, infrastructure development, plans development, private section development, content provision) are worth of consideration. Results show that the neural network of the best structure consists of one entry layer with 5 entry variables, one hidden layer with 10 neurons, and one outgoing layer with one variable. Originality: Taking conceptology into consideration, and using the mixed approach, we explained the components affecting the implementation of IT consisting of structure and function (both variables). Regarding methodology, modeling through neural networking approach can be considered as another contribution of this research. With regard to application value, this study makes it clear that the best combination for development is realized when all entry variables are considered simultaneously. Besides, the weakest scenario would be when the development of infrastructures is ignored.

Suggested Citation

  • Mohammadi, Nazila & Memarzadeh Tehran, Gholamreza & Tootian Esfehani, Sedigheh, 2023. "A Model for Implementing Information Technology Policies in The Sixth Development Plan Based on the Neural Network Approach (in Persian)," Management and Development Process Quarterly (٠صلنامه ٠رایند مدیریت Ùˆ توسعه), Institute for Management and Planning studies, vol. 36(2), pages 31-60, July.
  • Handle: RePEc:auv:jijmdp:v:36:y:2023:i:2:p:31-60
    as

    Download full text from publisher

    File URL: http://jmdp.ir/article-1-4609-en.pdf
    Download Restriction: no

    File URL: http://jmdp.ir/article-1-4609-en.html
    Download Restriction: no

    File URL: http://jmdp.ir/article-1-4609-fa.html
    Download Restriction: no
    ---><---

    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:auv:jijmdp:v:36:y:2023:i:2:p:31-60. 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: Nahid Jebeli (email available below). General contact details of provider: https://edirc.repec.org/data/irpdair.html .

    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.