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Assessing the Social Impacts of Additive Manufacturing Using Hierarchical Evidential Reasoning Approach

Author

Listed:
  • Mahathir Mohammad Bappy

    (Mississippi State University)

  • John Key

    (Mississippi State University)

  • Niamat Ullah Ibne Hossain

    (Mississippi State University)

  • Raed Jaradat

    (Mississippi State University)

Abstract

In recent times, the wider adoption and development of additive manufacturing is prominent in society, but the information regarding the social impacts of this technology is very limited. Due to this, assessing the social impacts of additive manufacturing technology is crucial. The assessment process to determine the social impacts of additive manufacturing information from factors, which are qualitative, incomplete, and uncertain in nature, is observed. The evidential reasoning (ER) approach is a method that can handle subjective, uncertain, and incomplete data. In this paper, the ER approach along with the analytical hierarchy process (AHP) is incorporated for the first time to build up a model for assessing the social impacts of additive manufacturing technology. Based on the experts’ opinion, AHP is applied to the relevant attributes of social impacts to rate and structure the attributes. In this research, the model will be tested using subjective judgmental belief structure data. The data will be aggregated using the ER approach and the attributes will be illustrated in a distributed manner. In the proposed model, Yager’s combination method is applied to compare the output of the D–S approach. The model output is comprised of the average state of social impact from additive manufacturing along with a level of uncertainty for each attribute. The proposed model is now available for utilization by the decision maker to assess the social impacts of additive manufacturing technology. Furthermore, the model could be used as a baseline for planning mitigation of impacts to or improvement to a current state of social impacts.

Suggested Citation

  • Mahathir Mohammad Bappy & John Key & Niamat Ullah Ibne Hossain & Raed Jaradat, 2022. "Assessing the Social Impacts of Additive Manufacturing Using Hierarchical Evidential Reasoning Approach," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(2), pages 201-220, June.
    • Handle: RePEc:spr:gjofsm:v:23:y:2022:i:2:d:10.1007_s40171-021-00295-5
    DOI: 10.1007/s40171-021-00295-5
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    1. Ricardo J. Bonilla-Alicea & Katherine Fu, 2019. "Systematic Map of the Social Impact Assessment Field," Sustainability, MDPI, vol. 11(15), pages 1-30, July.
    2. Marina Johnson & Rashmi Jain & Peggy Brennan-Tonetta & Ethne Swartz & Deborah Silver & Jessica Paolini & Stanislav Mamonov & Chelsey Hill, 2021. "Impact of Big Data and Artificial Intelligence on Industry: Developing a Workforce Roadmap for a Data Driven Economy," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 197-217, September.
    3. Bechir Mokline & Mohamed Anis Ben Abdallah, 2022. "The Mechanisms of Collective Resilience in a Crisis Context: The Case of The ‘COVID-19’ Crisis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 151-163, March.
    4. V. Mani & Rajat Agrawal & Vinay Sharma, 2016. "Impediments to Social Sustainability Adoption in the Supply Chain: An ISM and MICMAC Analysis in Indian Manufacturing Industries," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 17(2), pages 135-156, June.
    5. Xiongyong Zhou & Zhiduan Xu, 2018. "An Integrated Sustainable Supplier Selection Approach Based on Hybrid Information Aggregation," Sustainability, MDPI, vol. 10(7), pages 1-49, July.
    6. Kwon, Heeyeul & Kim, Jieun & Park, Yongtae, 2017. "Applying LSA text mining technique in envisioning social impacts of emerging technologies: The case of drone technology," Technovation, Elsevier, vol. 60, pages 15-28.
    7. Radu Godina & Inês Ribeiro & Florinda Matos & Bruna T. Ferreira & Helena Carvalho & Paulo Peças, 2020. "Impact Assessment of Additive Manufacturing on Sustainable Business Models in Industry 4.0 Context," Sustainability, MDPI, vol. 12(17), pages 1-21, August.
    8. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    9. Jiang, Ruth & Kleer, Robin & Piller, Frank T., 2017. "Predicting the future of additive manufacturing: A Delphi study on economic and societal implications of 3D printing for 2030," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 84-97.
    10. 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.
    11. Purva Grover & Arpan Kumar Kar, 2017. "Big Data Analytics: A Review on Theoretical Contributions and Tools Used in Literature," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(3), pages 203-229, September.
    12. Davide Settembre-Blundo & Rocío González-Sánchez & Sonia Medina-Salgado & Fernando E. García-Muiña, 2021. "Flexibility and Resilience in Corporate Decision Making: A New Sustainability-Based Risk Management System in Uncertain Times," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 107-132, December.
    13. Attaran, Mohsen, 2017. "The rise of 3-D printing: The advantages of additive manufacturing over traditional manufacturing," Business Horizons, Elsevier, vol. 60(5), pages 677-688.
    14. 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.
    15. Florinda Matos & Radu Godina & Celeste Jacinto & Helena Carvalho & Inês Ribeiro & Paulo Peças, 2019. "Additive Manufacturing: Exploring the Social Changes and Impacts," Sustainability, MDPI, vol. 11(14), pages 1-18, July.
    16. Naghshineh, Bardia & Ribeiro, André & Jacinto, Celeste & Carvalho, Helena, 2021. "Social impacts of additive manufacturing: A stakeholder-driven framework," Technological Forecasting and Social Change, Elsevier, vol. 164(C).
    17. Gebler, Malte & Schoot Uiterkamp, Anton J.M. & Visser, Cindy, 2014. "A global sustainability perspective on 3D printing technologies," Energy Policy, Elsevier, vol. 74(C), pages 158-167.
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