Enhancing Decision-Making Processes in the Complex Landscape of the Taiwanese Electronics Manufacturing Industry through a Fuzzy MCDM Approach

被引:0
|
作者
Chen, Wen-Chin [1 ]
Ngo, An-Xuan [1 ]
Chang, Hui-Pin [2 ]
机构
[1] Chung Hua Univ, Ph D Program Technol Management, Hsinchu 30012, Taiwan
[2] Shaoguan Univ, Sch Innovat & Entrepreneurship, Shaoguan 512005, Peoples R China
关键词
decision process; MCDM; FDM; ISM; FANP; ECONOMIC-GROWTH; PERFORMANCE;
D O I
10.3390/math12132094
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This research proposes a hybrid multi-criteria decision-making (MCDM) framework for workforce recruitment in Taiwan's electronics manufacturing companies, an area with limited research. First, a comprehensive review of existing literature and interviews with industry experts were conducted to compile a list of decision-making criteria and sub-criteria relevant to workforce selection in Taiwan's electronics industry. The Fuzzy Delphi Method (FDM) was then applied to identify and retain the most critical criteria while eliminating the less important ones. Next, Interpretive Structural Modelling (ISM) was used to calculate the interdependencies among the identified factors. Finally, based on these relationships, the Fuzzy Analytic Network Process (FANP) was employed to calculate the relative importance weights of the criteria and sub-criteria. These weights were then used to rank the criteria, identifying the most important ones and aiding in decision-making. The findings indicate that the proposed method provides a structured and assessable model for making informed decisions in workforce recruitment, particularly in the challenging environment of Taiwan's electronics manufacturing industry, which faces a shortage of skilled labor. The research presents three primary contributions: the development of a systematic criteria selection technique using FDM, the establishment of consistent criteria relations for decision-makers using ISM, and the proposal of an application model employing the FANP method to identify and rank appropriate criteria for hiring new employees. The study highlights work attitude, adaptability to the environment, and work ability as major criteria. It also emphasizes the importance of discipline compliance, a positive attitude, and adherence to health and safety protocols as the top sub-criteria for workforce selection.
引用
收藏
页数:29
相关论文
共 50 条
  • [32] A Fuzzy Multicriteria Decision-Making (MCDM) Model for Sustainable Supplier Evaluation and Selection Based on Triple Bottom Line Approaches in the Garment Industry
    Wang, Chia-Nan
    Yang, Ching-Yu
    Cheng, Hung-Chun
    [J]. PROCESSES, 2019, 7 (07)
  • [33] Manufacturing outsourcing decision-making based on screening core activities and fuzzy multi-criteria approach
    Cheshmberah M.
    Makui A.
    Seyedhoseini S.M.
    [J]. Journal of Applied Sciences, 2010, 10 (19) : 2276 - 2282
  • [34] A Supplier Selection Decision-Making Approach for Complex Product Development Based on Hesitant Fuzzy Information
    Li, Baodong
    Su, Jiafu
    Yuan, Boqiao
    Li, Lvcheng
    Zhao, Yihuan
    Qin, Zhidan
    Qian, Li
    [J]. AXIOMS, 2023, 12 (11)
  • [35] RETRACTED ARTICLE: Adoption of the sustainable circular supply chain under disruptions risk in manufacturing industry using an integrated fuzzy decision-making approach
    Li Bai
    F. Javier Sendra Garcia
    Arunodaya Raj Mishra
    [J]. Operations Management Research, 2022, 15 : 743 - 759
  • [36] A Hybrid Decision-Making Approach Under Complex Pythagorean Fuzzy N-Soft Sets
    Akram, Muhammad
    Wasim, Faiza
    Al-Kenani, Ahmad N.
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2021, 14 (01) : 1263 - 1291
  • [37] An Integrated Decision-Making Approach Based on q-Rung Orthopair Fuzzy Sets in Service Industry
    Uslu, Yeter Demir
    Dincer, Hasan
    Yuksel, Serhat
    Gedikli, Erman
    Yilmaz, Emre
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2022, 15 (01)
  • [38] An Integrated Decision-Making Approach Based on q-Rung Orthopair Fuzzy Sets in Service Industry
    Yeter Demir Uslu
    Hasan Dinçer
    Serhat Yüksel
    Erman Gedikli
    Emre Yılmaz
    [J]. International Journal of Computational Intelligence Systems, 15
  • [39] Effective waste management in service industry: Fuzzy-based modelling approach for strategic decision-making
    Dincer, Hasan
    Yuksel, Serhat
    Eti, Serkan
    Gokalp, Yasar
    Mikhaylov, Alexey
    Karpyn, Zuleima
    [J]. WASTE MANAGEMENT & RESEARCH, 2024,
  • [40] Warehouse site selection for the automotive industry using a fermatean fuzzy-based decision-making approach
    Saha, Abhijit
    Pamucar, Dragan
    Gorcun, Omer F.
    Mishra, Arunodaya Raj
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 211