Uncorrected Author Proof
Journal of Intelligent & Fuzzy Systems xx (20xx) x–xx
DOI:10.3233/JIFS-179467
IOS Press
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Evaluation of positive employee
experience using hesitant fuzzy analytic
hierarchy process
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Didem Yildiz, Gul T. Temur, Ahmet Beskese
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and Tunc Bozbura 4
Faculty of Engineering and Natural Sciences, Bahcesehir University, Istanbul, Turkey 5
Abstract. In contemporary business world, employees are one of the core competencies of organizations and to attract,
retain, and engage talented employees is crucial for organizations for sustainable success. Understanding and leveraging
employee experience is one of the tending topics for organizations because positive employee experience affects employees’
attachment, engagement and loyalty to the organization. Human resource management departments and leaders can apply
different strategic initiations to boost employee experience in their organizations. In this study, we aim to design an integrated
model for leaders and organizations to guide them for creating positive employee experience to have engaging, enjoyable,
and productive work environment. The integrated model includes two phases: (1) evaluation of criteria affecting positive
employee experience by hesitant fuzzy analytic hierarchy process (HFAHP) and (2) developing a practical scoring procedure
to help companies with their self-assessments by using fuzzy simple additive weighting (FSAW) method. In the first phase,
four main and sixteen sub-criteria are taken into consideration. For the second phase, the application of the integrated model
is demonstrated with a numerical example from real world. The results indicate that for positive employee experience,
leadership has the highest importance followed by human capitals’ development opportunity, positive organizational culture,
and communication.
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Keywords: Employee experience, employee engagement, hesitant fuzzy sets, hesitant fuzzy analytic hierarchy process, fuzzy
simple additive weighting, multi criteria decision making
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1. Introduction 21
‘War of talent’ is one of the trending topics in 22
human resource management (HRM) as business 23
world shifts from service to knowledge-based indus- 24
try and innovation has become indispensable for 25
organizations. Attract, retain, and engage talent have 26
become the main objectives of organizations [1] as 27
talent is rare and difficult to find in labor market [2]. 28
Moreover, employees are one of the core competen- 29
cies of organizations for promoting effectiveness and
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Corresponding author. Ahmet Beskese, Faculty of Engineer-
ing and Natural Sciences, Bahcesehir University, Ciragan Caddesi
No: 4 – 6 34353 Besiktas, Istanbul, Turkey. Tel.:+90 212 381 0561;
E-mail: ahmet.beskese@eng.bau.edu.tr.
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efficiency. Talented employees bring success to the 31
organizations [3] and create competitive advantage 32
[4]. Millennials started to become more dominant in 33
work life and they prefer to have productive, enjoy- 34
able, and engaging work experience [5]. As a result 35
of these, organizations started to focus on their mar- 36
keting view from outside to inside and employees are 37
considered to be internal customers [6]. 38
Human Resources (HR) departments organize and 39
apply several actions to retain talent [7] and increase 40
their satisfaction, engagement, performance, and 41
motivation [8]. Creating positive employee experi- 42
ence in organizations is one of the HRM actions that 43
can bring employees together to create synergy in 44
organizations. Employee experience is a new form of 45
ISSN 1064-1246/19/$35.00 © 2019 – IOS Press and the authors. All rights reserved