A two-phase multiobjective optimization for benchmarking and evaluating service quality in banks

2018 ◽  
Vol 11 (4) ◽  
pp. 446-470 ◽  
Author(s):  
Femi Emmanuel Ayo
Keyword(s):  
Factor Analysis ◽  
Service Quality ◽  
Multiobjective Optimization ◽  
Optimization Model ◽  
Influential Factors ◽  
Quality Model ◽  
Two Phase ◽  
Content Type ◽  
Banking Service ◽  
Reliable Scale

PurposeService quality is an evaluation of how well a delivered service meets customers’ expectations. The purpose of this paper is to provide a reliable scale of measurement for service quality in banks.Design/methodology/approachThe SERVQUAL model was adopted based on a Banking Service Quality (BSQ) model and a two-phase multiobjective optimization model was designed. A structured questionnaire with five-point Likert scale was administered with a 93 percent response rate of 270 sample size. A total of 22 variables were considered based on the BSQ model and the significance of these variables to customers’ satisfaction were investigated. Factor analysis was used to extract the most influential factors on the measure of service quality and four factors were selected namely: they deliver when promised, precision on account statements, queues that move rapidly and sufficient number of ATMs per branch. In order to determine the reliability of the multiple Likert questions in the survey, Cronbach’sαwas used indicating a scale reliability of 0.743. Moreover, multiple regression analysis was carried out on the selected factors to design an objective function for the design and evaluation of service quality model. The model design used for benchmarking was done using multiobjective genetic algorithm in MATLAB. Similarly, the model evaluation was done in a java interface using multiobjective particle swamp optimization.FindingsThe evaluation results validated the designed model and showed that the factors they deliver when promised and queues that move rapidly are a more reliable scale of measurement for customer’s satisfaction than the factors precision on account statements and sufficient number of ATMs per branch.Research limitations/implicationsThe implication of the results is that effectiveness and assurance combined with access is a more significant factor for measuring customers’ satisfaction than tangibles based on the BSQ model.Originality/valueThe introduction of a two-phase optimization model for model benchmarking and evaluation as compared to ordinary factor analysis of the dimension constructs.

P-TRANSQUAL: a service quality model of public land transport services

2015 ◽  
Vol 32 (6) ◽  
pp. 534-558 ◽  
Author(s):  
I Gede Mahatma Yuda Bakti ◽  
Sik Sumaedi
Keyword(s):  
Factor Analysis ◽  
Service Quality ◽  
Public Transport ◽  
Survey Method ◽  
Public Land ◽  
Quality Model ◽  
Content Type ◽  
Transport Services ◽  
The Stability

Purpose – The purpose of this paper is to test a model of service quality of public land transport services, especially paratransit services. Design/methodology/approach – This study used quantitative approach. Data were collected through a survey method using questionnaire. The respondents of the study are 880 passengers of paratransit services in Indonesia. Exploratory factor analysis and confirmatory factor analysis were performed in order to identify the dimensions of service quality and test the convergent and discriminant validity of the dimensions. Cronbach’s α analysis was carried out to test the reliability of the dimensions. In addition, criterion-based validity and the stability of the service quality model were also tested. Findings – A model of service quality of public land transport, namely P-TRANSQUAL, was tested. P-TRANSQUAL consists of four dimensions, which are comfort, tangible, personnel, and reliability. The model has been proven to have good validity, reliability, and stability for measuring service quality of paratransit services in Indonesia. Research limitations/implications – This research was carried out in a single developing country, namely Indonesia. Hence, the stability of the model needs to be tested in different cultures. Practical implications – Public transport managers can use P-TRANSQUAL to monitor, measure, and improve the service quality of the public transport they manage. Originality/value – This paper has tested a new model of service quality for public transport services, especially paratransit services.

Performance-based service quality model in postgraduate education

2017 ◽  
Vol 34 (5) ◽  
pp. 626-648 ◽  
Author(s):  
Magdy A. Khalaf ◽  
Nevien Khourshed
Keyword(s):  
Higher Education ◽  
Factor Analysis ◽  
Service Quality ◽  
Postgraduate Education ◽  
Point Of View ◽  
Survey Method ◽  
Quality Model ◽  
Content Type ◽  
Postgraduate Students ◽  
Validity Tests

Purpose The purpose of this paper is to promote and analytically verify an advanced assessment design to evaluate service quality (SQ) especially in postgraduate higher education. Design/methodology/approach This research adopts a quantitative approach through a survey method. A structured questionnaire was designed as a means for collecting data. Data were collected from 182 postgraduate students in an Egyptian higher education university. Data were examined by exploratory factor analysis to pinpoint the main irregularities explained by the extracted factors. Then, confirmatory factor analysis was carried out to filter the ratios and empirically test the assessment efficiency of the developed model. Findings The final model consists of 33 items loaded into eight dimensions for measuring performance-based SQ of the postgraduate higher education. The results are satisfactory in terms of unidimensionality, trustworthiness, and validity tests. Research limitations/implications Although the empirical results are significant, a comparative study can identify relative strengths and weaknesses of this model. Practical implications For improving postgraduate higher education institutions’ quality, this paper highlights some dimensions and attributes that should be considered. Originality/value The literature proposes that there is an opportunity to handle SQ from the point of view of postgraduate students covering different contexts to further build a more comprehensive structure specifically for postgraduate higher education SQ. This paper deals with this research gap with analytical confirmation within the context of postgraduate programs in an Egyptian university.

Identifying the gaps between customer expectations and perceptions on service quality dimensions of Islamic banks in Malaysia

2015 ◽  
Vol 7 (4) ◽  
pp. 424-441 ◽  
Author(s):  
Rafikul Islam ◽  
Selim Ahmed ◽  
Dzuljastri Abdul Razak
Keyword(s):  
Service Quality ◽  
Age Groups ◽  
Educational Background ◽  
Islamic Banking ◽  
Islamic Banks ◽  
Content Type ◽  
Customer Expectations ◽  
Banking Service ◽  
Significant Difference

Purpose – This paper aims to identify the gaps and differences between customer expectations and perceptions on service quality of Islamic banks in Malaysia based on six dimensions of service quality, namely, reliability, responsiveness, assurance, empathy, tangibles and Islamic Shari’ah compliance. Design/methodology/approach – This study surveyed 179 customers who have first-hand experience with Islamic banking services in Malaysia. The research data were analysed using reliability analysis, independent samples t-test and one-way analysis of variance. Findings – The results indicated that customers’ perceptions failed to meet their expectations on the service quality of Islamic banks in Malaysia. The results also indicated that those customers (respondents) aged below 30 years have higher expectations on empathy from the Islamic banking service compared to other age groups. However, there is no significant difference between customer expectations and perceptions of Islamic banking service quality based on educational background and occupation. Research limitations/implications – This research focused solely on Islamic banks in Malaysia and thus the results might not be applicable for other conventional banks. Originality/value – The findings are expected to provide guidelines for enhancing the satisfaction level of clients of the Islamic banking system in Malaysia and other countries.

An evaluation instrument and strategy implications of service attributes in LOHAS restaurants

2019 ◽  
Vol 31 (1) ◽  
pp. 194-216 ◽  
Author(s):  
Ching-Chan Cheng ◽  
Ya-Yuan Chang ◽  
Ming-Chun Tsai ◽  
Cheng-Ta Chen ◽  
Yu-Chun Tseng
Keyword(s):  
Factor Analysis ◽  
Service Quality ◽  
Goodness Of Fit ◽  
Quality Characteristics ◽  
Evaluation Instrument ◽  
Sustainable Operations ◽  
Content Type ◽  
Quality Scale ◽  
Expert Interview ◽  
Service Attribute

Purpose This study aims to develop a comprehensive LOHAS (lifestyles of health and sustainability) restaurant service quality scale by using a rigorous qualitative and quantitative research process to effectively measure the service quality of LOHAS restaurants. Moreover, this study aims to further identify the Kano quality characteristics and strategic meanings of service attributes in LOHAS restaurants. Design/methodology/approach This study designed the preliminary items of the service quality scale for LOHAS restaurants (LORSERV scale) based on relevant literatures and expert interview procedures. This study identified the goodness of fit of the questionnaire content, construct validity and validity of the LORSERV scale using exploratory factor analysis and confirmatory factor analysis. The moderated regression was conducted to identify the Kano quality characteristics and strategic meanings of each service attribute in LOHAS restaurants. Findings The results indicated that the LORSERV scale included seven dimensions (internal sense of happiness, transitiveness, environment, healthy catering, service commitment, green practicability and thoughtfulness), for a total of 33 items. According to the results of the Kano model, the seven service attributes were categorized into the attractive quality. A total of 25 service attributes were categorized into the one-dimensional quality, and one service attribute was categorized into the must-be quality. Originality/value The contribution of this study is that the scale could facilitate operators of LOHAS restaurants to effectively understand customer perceptions of service quality and serve as a reference to upgrade and improve service quality. The identification of Kano quality characteristics for each service attribute is conducive for LOHAS restaurants to understand the strategic meanings of each service attribute and can serve as a reference to make distinctive service strategies to reach sustainable operations.

scholarly journals Statistical analysis of factors affecting the service quality of Jetstar Pacific Airlines

2015 ◽  
Vol 18 (2) ◽  
pp. 67-75
Author(s):  
Nhan Huu Huynh ◽  
Dung Anh To
Keyword(s):  
Factor Analysis ◽  
Statistical Analysis ◽  
Service Quality ◽  
External Environment ◽  
Technical Quality ◽  
Quality Model ◽  
Factors Affecting ◽  
Functional Quality ◽  
The Relationship

The aim of this paper is to study the effects of service quality in Jetstar Pacific Airlines towards customer’s satisfaction under the perspective of Servqual and Gronroos service quality model and the relationship between functional quality, technical quality, internal and external environment influences mediated by Jetstar Pacific Airlines images and service quality using the main statistical methods such as factor analysis and multiple linear regression.

Quality of service and customer satisfaction: a conjoint analysis for the Nigerian bank customers

2016 ◽  
Vol 34 (6) ◽  
pp. 841-867 ◽  
Author(s):  
Samson Yusuf Dauda ◽  
Jongsu Lee
Keyword(s):  
Service Quality ◽  
Service Delivery ◽  
Transaction Cost ◽  
Conjoint Analysis ◽  
Discrete Choice ◽  
Waiting Time ◽  
Consumer Preference ◽  
Content Type ◽  
Banking Service ◽  
Nigerian Banking

Purpose The purpose of this paper is to evaluate the perceptions of Nigerian banking customers regarding customers’ evaluation of their banks service quality based on their banks actual performance on current banking service delivery. Design/methodology/approach A survey has been used to collect primary data and 1,245 usable questionnaires were used in the analysis. A conjoint analysis with stated preference data were used to construct the consumers’ behavior, while discrete choice method was employed to evaluate the preferences. More information was obtained by in cooperating heterogeneity into the model by the random coefficient and the test variance with the primary attributes and social demographics and individual characteristics. Findings Discrete choice analysis shows that bank management should focus on: reduction of transaction errors, transaction cost, waiting time and initial online learning time. This four attributes have strong impact on customer’s satisfaction depending on quality performance. Relative to other services the reduction in waiting time and transaction cost are the most important services to the Nigerian banking customers. Other findings of willingness to pay and consumer preference for other attributes reveal more information for improved banking policies. Research limitations/implications The sample only focussed on the urban areas and did not consider rural dwellers. Future research should aim to improve on these by including a variable in the utility set up that captures the distance of the respondent to the main city. Practical implications Nigerian banking customers do not care about a friendly smile as customer care. Rather, they value more on the waiting time and transaction cost showing that convenience and cost dimensions have strong and direct effect on service quality. Other dimensions identified includes, reliability, product portfolio, security and privacy, ease of use, accessibility, and competence and credibility. Originality/value This study has drawn on a sample of 1,245 Nigerian banking customers and evaluating how the survey respondents perceive their respective banks’ performance by their evaluation of the current banking service delivery.

Innovative m-car rental service quality in India

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Tejas R. Shah ◽  
Tejal T. Shah
Keyword(s):  
Factor Analysis ◽  
Service Quality ◽  
Cultural Context ◽  
Reliability And Validity ◽  
Mobile App ◽  
Content Type ◽  
Stable Factor ◽  
Car Rental ◽  
Quality Dimensions ◽  
Service Quality Dimensions

Purpose The purpose of the study is to explore and analyze m-car rental service quality dimensions. Design/methodology/approach Exploratory factor analysis method is applied to explore the m-car rental service quality dimensions. Further, confirmatory factor analysis is done to prove the reliability and validity of the factors using AMOS 22.0. Findings The results reveal the m-car rental service quality dimensions: ambient quality, technical quality, comfort, safety and employee service, mobile convenience, mobile responsiveness, mobile efficiency and reliability and mobile safety and billing. Research limitations/implications The explored dimensions of car rental services are in Indian environment. So, these dimensions can be further validated in other similar cultural context. Practical implications The proposed measurements can also be applied to measure and compare the service quality performance of car rental firms. Originality/value Current literature does not confirm the stable factor structure of m-car rental service quality. This study confirms the reliable and valid dimensions of care rental service through mobile app.

Assessing international students' satisfaction of a Jordanian university using the service quality model

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ayman Abu-Rumman ◽  
Rasha Qawasmeh
Keyword(s):  
International Students ◽  
Service Quality ◽  
Student Satisfaction ◽  
Structural Equation ◽  
Strong Relationship ◽  
Equation Modeling ◽  
Quality Model ◽  
Content Type ◽  
Five Dimensions ◽  
Practical Implications

PurposeEducation plays a key role in socio-economic development and globalization has increased the numbers of students wanting to study abroad. Attracting international students is therefore an important objective for universities as international students open up opportunities to bring economic, cultural and academic benefits to both the universities themselves and to the countries in which they are located. This study therefore aimed to assess student satisfaction with a Jordanian university using the dimensions of quality contained within the established SERVQUAL model.Design/methodology/approachTo achieve these goals, quantitative data was collected from international students attending one university located in Jordan via a questionnaire survey, using a randomized sample. Structural equation modeling (SEM) was used to analyze the construct validity, and correlations between student satisfaction and the different dimensions of quality were tested.FindingsConsistent with other studies, the findings demonstrated that the five dimensions of service quality, i.e. tangibility, reliability, responsiveness, assurance and empathy, and the university of study, have a strong relationship with student satisfaction. However, there was no statistically significant correlation between country satisfaction and the tangibility and assurance sub-dimensions of quality.Practical implicationsPractical implications – The findings of this study are of interest and practical benefit to university leaders in developing their quality and student acquisition strategies.Originality/valueThis study makes a useful contribution to the growing body of evidence of service quality in higher education set within the context of a developing country.

Multi objective optimization for humanitarian logistics operations through the use of mobile technologies

2016 ◽  
Vol 6 (3) ◽  
pp. 399-418 ◽  
Author(s):  
Marco Antonio Serrato-Garcia ◽  
Jaime Mora-Vargas ◽  
Roman Tomas Murillo
Keyword(s):  
Decision Making ◽  
Information System ◽  
Developing Countries ◽  
Multiobjective Optimization ◽  
Mobile Technology ◽  
Optimization Model ◽  
Humanitarian Logistics ◽  
Social Costs ◽  
Content Type ◽  
Deprivation Costs

Purpose The purpose of this paper is to present the development and implementation of a multiobjective optimization model and information system based on mobile technology, to support decision making in humanitarian logistics operations. Design/methodology/approach The trade-off between economic and social (deprivation) costs faced by governmental and nongovernmental organizations (NGOs) involved in humanitarian logistics operations is modeled through a Pareto frontier analysis, which is obtained from a multiobjective optimization model. Such analysis is supported on an information system based on mobile technology. Findings Results show useful managerial insights for decision-makers by considering both economic and social costs associated to humanitarian logistics operations. Such insights include the importance of timely and accurate information shared through mobile technology. Research limitations/implications This research presents a multiobjective approach that considers social costs, which are modeled through deprivation functions. The authors suggest that a future nonlinear approach be also considered, since there will be instances where the deprivation cost is a nonlinear function throughout time. Also, the model and information system developed may not be suitable for other humanitarian aid instances, considering the specific characteristics of the events considered on this research. Practical implications The inclusion of several types of goods, vehicles, collecting points off the ground, distributions points on the ground, available roads after a disaster took place, as well as volume and weight constraints faced under these scenarios, are considered. Social implications Deprivation costs faced by affected population after a disaster took place are considered, which supports decision making in governmental and NGOs involved in humanitarian logistics operations toward welfare of such affected population in developing countries. Originality/value A numerical illustration in the Latin American context is presented, the model and information system developed can be used in other developing countries or regions that face similar challenges toward humanitarian logistics operations.

scholarly journals Academic excellence as a determinant of self-confidence among graduates of ODL programs

2020 ◽  
Vol 15 (3) ◽  
pp. 411-423
Author(s):  
Maximus Gorky Sembiring
Keyword(s):  
Service Quality ◽  
Structural Equation ◽  
Influential Factors ◽  
Influential Factor ◽  
Equation Modeling ◽  
Academic Excellence ◽  
Content Type ◽  
Satisfaction Index ◽  
Self Confidence

PurposeThis study envisioned plausible influential factors on service quality and academic excellence relatable to graduate self-confidence in an open distance learning (ODL) outlook. The objective was to expose the moderating role of academic excellence (graduate satisfaction) between service quality and self-confidence (engagement, achievement, loyalty and opportunity, EALO). It was also of interest to explore how, in what routines factors involved interrelated.Design/methodology/approachThis study utilized exploratory design. Qualitatively, service quality included acclimation, advising, module, tutorial, assessment, feedback and referral factors. Service quality led to academic excellence (GPA, study length, relevance and recognition). Besides, academic excellence influenced self-confidence. Quantitatively, service quality, academic excellence and self-confidence were the independent, moderating and dependent variables. Respondents were randomly selected through a survey of eligible Universitas Terbuka alumni.Findings11 hypotheses were assessed under structural-equation modeling (SEM). Responses from 122 out of 500 graduates were completed. Eight hypotheses were validated by the analysis. The tutorial was the most influential factor followed by module, assessment and acclimation; advising, feedback and referral were excluded. Academic excellence also led to self-confidence. The study was able to visualize a substantial role of academic excellence in moderating service quality to EALO. Besides, important-performance analysis and customer-satisfaction index (IPA-CSI) recognized 21 out of 32 attributes as the pillars of academic excellence.Originality/valueThree of the hypotheses were invalidated by the quantitative analysis. Further inquiry with much broader coverage is then required to diminish the variance to finally find the ideal framework.

Sign in / Sign up

Export Citation Format

Share Document