Stakeholders' perspective towards employability: a hybrid fuzzy AHP-TOPSIS Approach

被引:5
作者
Bhattacherjee, Abhishek [1 ]
Kukreja, Vinay [1 ]
Aggarwal, Arun [2 ]
机构
[1] Chitkara Univ, Inst Engn & Technol, Rajpura, Punjab, India
[2] Chitkara Univ, Chitkara Business Sch, Rajpura, Punjab, India
关键词
Employability skills; Fuzzy AHP; Fuzzy TOPSIS; Emerging economy; Perceived employability; SELF-PERCEIVED EMPLOYABILITY; PRIORITIZING SOLUTIONS; JOB INSECURITY; CAREER SUCCESS; MEDIATING ROLE; SKILLS; VALIDATION; FRAMEWORK; OVERCOME; THINKING;
D O I
10.1007/s10639-023-11858-7
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Employability skills are a significant concern for both graduates and practitioners. However, there is limited research on identifying and prioritizing factors affecting employability from experts' perspectives, particularly in emerging economies. To prioritize the perceived employability skills of stakeholders', a hybrid fuzzy AHP-TOPSIS approach was used from the perspective of subject experts rather than just relying on the student's perspective. Criteria and sub-criteria are identified and finalized with the help of the literature and the expert's opinions. 45 experts' (industry, academician, and students) opinions are taken into consideration. Secondly, fuzzy AHP is implemented to get the weights of identified criteria and sub-criteria to rank them. Thirdly, these weights are used in the fuzzy TOPSIS approach to rank the five alternatives. 'Soft Skills' is the most important criteria and 'Personal Qualities' is the least important criteria having the normalized weight of 0.355 and 0.043 respectively. The most important sub-criteria among all sub-criteria are 'Innovation Skills' followed by 'Methodological Skills'. The least important sub-criteria is 'Self-Esteem'. This unique empirical study identifies factors impacting graduate employability, prioritizes criteria and sub-criteria, and recommends the optimal candidate using an integrated fuzzy AHP-TOPSIS approach.
引用
收藏
页码:2157 / 2181
页数:25
相关论文
共 70 条
[1]   An Integrative Approach to University Visual Identity and Reputation [J].
Alessandri, Sue ;
Yang, Sung-Un ;
Kinsey, Dennis .
CORPORATE REPUTATION REVIEW, 2006, 9 (04) :258-270
[2]   Perceived employability in university students: developing an integrated model [J].
Alvarez-Gonzalez, Paula ;
Jesus Lopez-Miguens, Maria ;
Caballero, Gloria .
CAREER DEVELOPMENT INTERNATIONAL, 2017, 22 (03) :280-299
[3]  
[Anonymous], 2011, Employability and Skill Sets of Newly Graduated Engineers in India: A Study, DOI DOI 10.1596/1813-9450-5640
[4]   Senti-eSystem: A sentiment-basedeSystem-using hybridized fuzzy and deep neural network for measuring customer satisfaction [J].
Asghar, Muhammad Zubair ;
Subhan, Fazli ;
Ahmad, Hussain ;
Khan, Wazir Zada ;
Hakak, Saqib ;
Gadekallu, Thippa Reddy ;
Alazab, Mamoun .
SOFTWARE-PRACTICE & EXPERIENCE, 2021, 51 (03) :571-594
[5]  
Balaji K.V. A., 2009, JUP J SOFT SKILLS, V3, P50
[6]   The relationship between perceived employability and subsequent health [J].
Berntson, Erik ;
Marklund, Staffan .
WORK AND STRESS, 2007, 21 (03) :279-292
[7]   Development of a Scale for Measuring Students' Attitudes Towards Learning Professional (i.e., Soft) Skills [J].
Byrne, Zinta S. ;
Weston, James W. ;
Cave, Kelly .
RESEARCH IN SCIENCE EDUCATION, 2020, 50 (04) :1417-1433
[8]  
Callanan G., 2004, EDUC TRAIN, V46, P82, DOI [10.1108/00400910410525261, DOI 10.1108/00400910410525261]
[9]   Applications of the extent analysis method on fuzzy AHP [J].
Chang, DY .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 95 (03) :649-655
[10]   Rethinking graduate employability: the role of capital, individual attributes and context [J].
Clarke, Marilyn .
STUDIES IN HIGHER EDUCATION, 2018, 43 (11) :1923-1937