IDEAS home Printed from https://ideas.repec.org/a/spr/gjofsm/v23y2022i2d10.1007_s40171-022-00299-9.html
   My bibliography  Save this article

Moving to a Flexible Shop Floor by Analyzing the Information Flow Coming from Levels of Decision on the Shop Floor of Developing Countries Using Artificial Neural Network: Cameroon, Case Study

Author

Listed:
  • André Marie Mbakop

    (National Advanced School of Engineering of Yaoundé (NASEY)
    Laboratory of Civil and Mechanical Engineering
    Department of Industrial and Mechanical Engineering)

  • Joseph Voufo

    (National Advanced School of Engineering of Yaoundé (NASEY)
    Laboratory of Civil and Mechanical Engineering
    Department of Industrial and Mechanical Engineering)

  • Florent Biyeme

    (National Advanced School of Engineering of Yaoundé (NASEY)
    Laboratory of Civil and Mechanical Engineering
    Department of Industrial and Mechanical Engineering)

  • Jean Raymond Lucien Meva’a

    (National Advanced School of Engineering of Yaoundé (NASEY)
    Laboratory of Civil and Mechanical Engineering
    Department of Industrial and Mechanical Engineering)

Abstract

Performance improvement in manufacturing is the major target of small and medium size enterprises (SMEs) of developing countries. This performance has always been linked to the good management of information flow (MIF) which is also a key to transforming a non-flexible shop floor to a flexible one. The MIF in developing countries has always been accurate when characterizing the information flow. The good MIF is always based on the value of information flow (VIF). In this paper, we analyze the influence of the direction (decision-making levels or information from hierarchy’s offices) and also the dimension (medium) of information flow on VIF on the shop floor of developing countries, with Cameroon as a case study. The audit results obtained from shop floors show that, in developing countries such as Cameroon, there is still a great impact of the non-digital information flow in production operations, such as paper, audio, and visual information. The results also show that the collaboration between the personnel influences the production operations jobs on the shop floor as long as hierarchy’s levels of decision making are concerned. From the results obtained, a proposed model of information sharing depending on the direction and the dimension in a woodworking company is presented with a decision flowchart based on the VIF. The analyzed VIF with artificial neural network shows that SMEs can become efficient by considering the visual information at every job post. A shop floor can only become flexible when it has a good VIF.

Suggested Citation

  • André Marie Mbakop & Joseph Voufo & Florent Biyeme & Jean Raymond Lucien Meva’a, 2022. "Moving to a Flexible Shop Floor by Analyzing the Information Flow Coming from Levels of Decision on the Shop Floor of Developing Countries Using Artificial Neural Network: Cameroon, Case Study," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(2), pages 255-270, June.
  • Handle: RePEc:spr:gjofsm:v:23:y:2022:i:2:d:10.1007_s40171-022-00299-9
    DOI: 10.1007/s40171-022-00299-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40171-022-00299-9
    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/s40171-022-00299-9?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. Phan Chi Anh & Yoshiki Matsui, 2011. "Relationship between quality management information and operational performance," Management Research Review, Emerald Group Publishing Limited, vol. 34(5), pages 519-540, April.
    2. Sanjai Kumar Shukla & Sushil & Manoj Kumar Sharma, 2019. "Managerial Paradox Toward Flexibility: Emergent Views Using Thematic Analysis of Literature," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(4), pages 349-370, December.
    3. Phan Chi Anh & Yoshiki Matsui, 2011. "Relationship between quality management information and operational performance," Management Research Review, Emerald Group Publishing Limited, vol. 34(5), pages 519-540, April.
    4. André Marie Mbakop & Joseph Voufo & Florent Biyeme & Louise Angèle Ngozag & Lucien Meva’a, 2021. "Analysis of Information Flow Characteristics in Shop Floor: State-of-the-Art and Future Research Directions for Developing Countries," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 43-53, March.
    5. Phan Chi Anh & Yoshiki Matsui, 2011. "Relationship between quality management information and operational performance," Management Research Review, Emerald Group Publishing Limited, vol. 34(5), pages 519-540, April.
    6. Shakun Preet Kaur & Jatinder Kumar & Rakesh Kumar, 2017. "The Relationship Between Flexibility of Manufacturing System Components, Competitiveness of SMEs and Business Performance: A Study of Manufacturing SMEs in Northern India," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(2), pages 123-137, June.
    7. Somen Dey & R. R. K. Sharma & Balbir Kumar Pandey, 2019. "Relationship of Manufacturing Flexibility with Organizational Strategy," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(3), pages 237-256, September.
    8. Stuart Evans & Homa Bahrami, 2020. "Super-Flexibility in Practice: Insights from a Crisis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 21(3), pages 207-214, September.
    9. Zeki Murat Çınar & Abubakar Abdussalam Nuhu & Qasim Zeeshan & Orhan Korhan & Mohammed Asmael & Babak Safaei, 2020. "Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0," Sustainability, MDPI, vol. 12(19), pages 1-42, October.
    10. Rohit Kumar Singh & Sachin Modgil & Padmanav Acharya, 2019. "Assessment of Supply Chain Flexibility Using System Dynamics Modeling," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(1), pages 39-63, December.
    11. Benoit Aubert & Betty Vandenbosch & Muriel Mignerat, 2003. "Towards the Measurement of Process Integration," CIRANO Working Papers 2003s-04, CIRANO.
    12. Janice Tieguhong Puatwoe & Serge Mandiefe Piabuo, 2017. "Financial sector development and economic growth: evidence from Cameroon," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-18, December.
    13. José Celso Contador & Walter Cardoso Satyro & Jose Luiz Contador & Mauro de Mesquita Spinola, 2020. "Flexibility in the Brazilian Industry 4.0: Challenges and Opportunities," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 21(1), pages 15-31, June.
    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. Elena G. Popkova & Shakhlo T. Ergasheva & Nadezhda K. Savelyeva & Marija A. Troyanskaya, 2024. "Change Management for the Sustainable Development of the Agrarian Economy of Artificial Intelligence," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(1), pages 79-90, September.
    2. Margherita Bernabei & Marco Eugeni & Paolo Gaudenzi & Francesco Costantino, 2023. "Assessment of Smart Transformation in the Manufacturing Process of Aerospace Components Through a Data-Driven Approach," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 67-86, March.

    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. André Marie Mbakop & Joseph Voufo & Florent Biyeme & Louise Angèle Ngozag & Lucien Meva’a, 2021. "Analysis of Information Flow Characteristics in Shop Floor: State-of-the-Art and Future Research Directions for Developing Countries," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 43-53, March.
    2. Mikhail Yurievich Ryabchikov & Elena Sergeevna Ryabchikova, 2022. "Big Data-Driven Assessment of Proposals to Improve Enterprise Flexibility Through Control Options Untested in Practice," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 43-74, March.
    3. Ileana Gloria Pérez Vergara & María Camila López Gómez & Igor Lopes Martínez & Jesús Vargas Hernández, 2021. "Strategies for the Preservation of Service Levels in the Inventory Management During COVID-19: A Case Study in a Company of Biosafety Products," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 65-80, June.
    4. Mohammad Asim & Saboohi Nasim, 2022. "Modeling Enterprise Flexibility and Competitiveness for Indian Pharmaceutical Firms: A Qualitative Study," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 551-571, December.
    5. Nitin S. Solke & Pritesh Shah & Ravi Sekhar & T. P. Singh, 2022. "Machine Learning-Based Predictive Modeling and Control of Lean Manufacturing in Automotive Parts Manufacturing Industry," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 89-112, March.
    6. Ashish Dwivedi & Dindayal Agrawal & Ajay Jha & Massimo Gastaldi & Sanjoy Kumar Paul & Idiano D’Adamo, 2021. "Addressing the Challenges to Sustainable Initiatives in Value Chain Flexibility: Implications for Sustainable Development Goals," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 179-197, December.
    7. Shiwangi Singh & Sanjay Dhir & Stuart Evans & Sushil, 2021. "The Trajectory of Two Decades of Global Journal of Flexible Systems Management and Flexibility Research: A Bibliometric Analysis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(4), pages 377-401, December.
    8. Gideon Niel D. Tan, 2021. "A Business-Model Approach on Strategic Flexibility of Firms in a Shifting Value Chain: The Case of Coffee Processors in Amadeo and Silang, Cavite, Philippines," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 17-28, March.
    9. Dayashankar Maurya & Amit Srivastava, 2022. "Controlling Partner Opportunism in Cross-Sectoral Alliance: Dynamics of Governance Flexibility," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 15-28, December.
    10. Rodolfo Leandro Faria Olivo & Paulo Tromboni Souza Nascimento & George André Willrich Sales & Fabiana Lopes Silva, 2020. "The Brazilian Franchising Puzzle: What Explains Network Quality, Growth and Franchisees’ Satisfaction," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 21(1), pages 79-93, June.
    11. Adilson Carlos Yoshikuni & Rajeev Dwivedi & Ronaldo Gomes Dultra-de-Lima & Claudio Parisi & José Carlos Tiomatsu Oyadomari, 2023. "Role of Emerging Technologies in Accounting Information Systems for Achieving Strategic Flexibility through Decision-Making Performance: An Exploratory Study Based on North American and South American," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(2), pages 199-218, June.
    12. Le Thanh Tam & Huong Xuan Ho & Dong Phong Nguyen & Arun Elias & Angelina Nhat Hanh Le, 2021. "Receptivity of Governmental Communication and Its Effectiveness During COVID-19 Pandemic Emergency in Vietnam: A Qualitative Study," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 45-64, June.
    13. Camila Cristina Rodrigues Salgado & Renan Felinto de Farias Aires & Afrânio Galdino Araújo, 2022. "Transient Competitive Advantage Model (TCAM) to Analyze Companies in the Context of Transience," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(2), pages 185-199, June.
    14. José Romualdo Costa Filho & Renato Penha & Luciano Ferreira Silva & Flavio Santino Bizarrias, 2022. "Competencies for Managing Activities in Agile Projects," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 431-452, December.
    15. Agime Gerbeti, 2021. "Market Mechanisms for Reducing Emissions and the Introduction of a Flexible Consumption Tax," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 161-178, December.
    16. Pankaj Tiwari & B Suresha, 2021. "Moderating Role of Project Innovativeness on Project Flexibility, Project Risk, Project Performance, and Business Success in Financial Services," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 179-196, September.
    17. Ghaith M. Al-Abdallah & Kym E. Fraser & Abbas N. Albarq, 2021. "Internet-Based Entrepreneurial Ventures: An Empirical Investigation of Startup Business Strategies on Firm Performance from the MENA region," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 29-41, March.
    18. Marta Pérez-Pérez & Canan Kocabasoglu-Hillmer & Ana María Serrano-Bedia & María Concepción López-Fernández, 2019. "Manufacturing and Supply Chain Flexibility: Building an Integrative Conceptual Model Through Systematic Literature Review and Bibliometric Analysis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(1), pages 1-23, December.
    19. Niraj Kumar Vishvakarma & R. R. K. Sharma & Anup Kumar, 2021. "An Empirical Analysis of Impact of Organizational Strategies on Critical Success Factors of Business Process Reengineering," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 55-73, March.
    20. Valliappan Raju, 2021. "Implementing Flexible Systems in Doctoral Viva Defense Through Virtual Mechanism," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 127-139, June.

    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:gjofsm:v:23:y:2022:i:2:d:10.1007_s40171-022-00299-9. 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.