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Albahar M, Gazzawe F, Thanoon M, Albahr A. Exploring Hajj pilgrim satisfaction with hospitality services through expectation-confirmation theory and deep learning. Heliyon 2023; 9:e22192. [PMID: 38034756 PMCID: PMC10682133 DOI: 10.1016/j.heliyon.2023.e22192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 10/31/2023] [Accepted: 11/06/2023] [Indexed: 12/02/2023] Open
Abstract
The Hajj is a religious event that attracts a significant number of Muslims from various countries who perform rituals in Mecca, Saudi Arabia. Despite the high volume of pilgrims that typically participate in the event, the number has been reduced in recent years due to the COVID-19 pandemic. The satisfaction of Hajj pilgrims with the quality of hospitality services provided during the event is a crucial factor that must be studied and understood. To achieve this goal, various psychological theories have been employed to explain the phenomenon. The advancement of big data and artificial intelligence has enabled the development of new analytical methodologies for evaluating psychological theories in the hospitality industry. In this study, we present a novel deep learning model that leverages the expectation-confirmation theory to examine the satisfaction of Hajj pilgrims with hospitality services. The model was trained and tested on data obtained from hotel review posts related to the Hajj. Based on our results, the proposed model achieved a high accuracy of 97 % in predicting the satisfaction of Hajj pilgrims. In addition, the results can be used to improve the quality of services provided to pilgrims and enhance their overall experience during the Hajj.
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Affiliation(s)
- Marwan Albahar
- Department of Computer Science, Umm Al Qura University, P.O. Box 715, Mecca, Saudi Arabia
| | - Foziah Gazzawe
- Department of Computer Science, Umm Al Qura University, P.O. Box 715, Mecca, Saudi Arabia
| | - Mohammed Thanoon
- Department of Computer Science, Umm Al Qura University, P.O. Box 715, Mecca, Saudi Arabia
| | - Abdulaziz Albahr
- College of Applied Medical Sciences, King Saud bin Abdulaziz University for Health Sciences, Alahsa, Saudi Arabia
- King Abdullah International Medical Research Center, Alahsa, Saudi Arabia
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Wang S, Zhang R, Guo X, Ma H, Wu J, Wang Y, Fan S. Does the Pro-Environmental Behavior of Household PV Installation Contribute to the Shaping of Users' Green Purchasing Behavior?-Evidence from China. Behav Sci (Basel) 2023; 13:612. [PMID: 37504061 PMCID: PMC10376886 DOI: 10.3390/bs13070612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/21/2023] [Accepted: 07/21/2023] [Indexed: 07/29/2023] Open
Abstract
In order to achieve the "dual carbon goal", the Chinese government is actively encouraging the adoption of household photovoltaic (PV) systems. While there has been considerable research on residents' inclination to install PV, limited attention has been given to understanding how the installation and utilization of PV systems influence pro-environmental behaviors. Therefore, this paper aims to investigate the potential impact of pro-environmental behavior resulting from household PV installation on users' green purchasing behavior. Based on the "learning by doing" theory, a survey was conducted with 1249 participants, and the generalized structural equation model was employed as our analytical approach. The findings of this research indicate that the adoption and utilization of household photovoltaic (PV) systems have a positive impact on green consumption. The test results demonstrate that the overall effect coefficient is 0.03, indicating that current PV promotion policies have an indirect impact on green consumption. Moreover, economic incentive policies have a more substantial influence than environmental publicity policies, with total indirect effect coefficients of 0.005 and 0.002, respectively. Based on the findings above, the following recommendations are proposed: (1) It is recommended to maintain stable economic incentives to promote the adoption of household PV systems. (2) Emphasizing the dissemination of knowledge and skills for promoting environmental protection should be prioritized. (3) Efforts should be made to align personal interests and societal interests with low-carbon policies.
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Affiliation(s)
- Shali Wang
- School of Management, China University of Mining & Technology, Beijing 100083, China
- School of Economics and Management, Guizhou University of Engineering Science, Bijie 551700, China
| | - Ruohan Zhang
- School of Management, China University of Mining & Technology, Beijing 100083, China
| | - Xiaodong Guo
- School of Accounting, Guizhou University of Finance and Economics, Guiyang 550025, China
| | - Haijing Ma
- Institute of Climate Change and Sustainable Development, Tsinghua University, Beijing 100084, China
| | - Jiaxi Wu
- School of Management, China University of Mining & Technology, Beijing 100083, China
| | - Ying Wang
- School of Management, China University of Mining & Technology, Beijing 100083, China
| | - Shuangshuang Fan
- School of Management, China University of Mining & Technology, Beijing 100083, China
- School of Economics and Management, Wenzhou University of Technology, Wenzhou 325035, China
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Titis E. Parental Perspectives of the Impact of COVID-19 Lockdown on Food-Related Behaviors: Systematic Review. Foods 2022; 11:2851. [PMID: 36140979 PMCID: PMC9498514 DOI: 10.3390/foods11182851] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 09/06/2022] [Accepted: 09/10/2022] [Indexed: 12/15/2022] Open
Abstract
Home confinement during the COVID-19 pandemic has been accompanied by dramatic changes in household food dynamics that can significantly influence health. This systematic literature review presents parental perspectives of the impact of COVID-19 lockdown (up to 30 June 2022) on food preparation and meal routines, as well as other food-related behaviors, capturing both favorable and unfavorable changes in the household food environment. Themes and trends are identified and associations with other lifestyle factors are assessed. Overall, families enjoyed more time together around food, including planning meals, cooking, and eating together. Eating more diverse foods and balanced home-cooked meals (e.g., fresh fruit and vegetables) was combined with overeating and increased snacking (e.g., high-calorie snacks, desserts, and sweets), as parents became more permissive towards food; however, food insecurity increased among families with the lowest income. Adoption of meal planning skills and online shopping behavior emerged alongside behaviors aimed at self-sufficiency, such as bulk purchasing and stockpiling of non-perishable processed foods. These results are an important first step in recognizing how this pandemic may be affecting the family food environment, including low-income families. Future obesity prevention and treatment initiatives, but also ongoing efforts to address food management, parental feeding practices, and food insecurity, can account for these changes moving forward.
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Affiliation(s)
- Elzbieta Titis
- Warwick Institute for the Science of Cities, 4th Floor, Mathematical Sciences Building, University of Warwick, Coventry CV4 7AL, UK
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Ahmad F, Mustafa K, Hamid SAR, Khawaja KF, Zada S, Jamil S, Qaisar MN, Vega-Muñoz A, Contreras-Barraza N, Anwer N. Online Customer Experience Leads to Loyalty via Customer Engagement: Moderating Role of Value Co-creation. Front Psychol 2022; 13:897851. [PMID: 35967631 PMCID: PMC9369676 DOI: 10.3389/fpsyg.2022.897851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 06/20/2022] [Indexed: 11/26/2022] Open
Abstract
With the increasing growth of online shopping, businesses are intertwining to establish new shopping antecedents. Customer experience has steadily become the most important source of retailers' long-term competitive advantage via difference. To preserve long-term and sustained consumer loyalty, retailers must continually improve the customer experiences. This study presents a framework for online retailing in a digital environment called the Online Customer Experience-Engagement Context model in the presence of value co-creation (VCC). Data was gathered from 189 people who purchased products online. For additional analysis, testing the hypothesis, and model construction, SPSS 26 and Smart-PLS were used. The data was then evaluated further using descriptive statistics, path analysis, measurement, and structural model. The findings show that the online customer experience (measured as shopping environment, shopping procedure, staff service experience, and product experience) substantially influenced customer engagement, which improved customer loyalty. The VCC strengthened the link between online customer experience and customer engagement. It suggests that including consumers in co-creating a delightful online customer experience from time to time may be a valuable strategy for online retailers to increase customer engagement and loyalty. To create an overarching outcome, information integration theory (IIT), multi-attribute utility theory (MAUT), and the attitude-behavior-context theory (ABC) theories are converged to explain the proposed model in the study.
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Affiliation(s)
- Farooq Ahmad
- Faculty of Management Sciences, University of Okara, Okara, Pakistan
- Fatima Jinnah Women University, Rawalpindi, Pakistan
| | - Khurram Mustafa
- Faculty of Management Sciences, University of Okara, Okara, Pakistan
| | - Syed Ali Raza Hamid
- Hamdard Institute of Management Sciences, Hamdard University, Islamabad, Pakistan
| | - Kausar Fiaz Khawaja
- Faculty of Management Sciences, International Islamic University, Islamabad, Pakistan
| | - Shagufta Zada
- Business School, Henan University, Kaifeng, China
- Department of Business Administration, ILMA University, Karachi, Pakistan
| | - Saqib Jamil
- Faculty of Management Sciences, University of Okara, Okara, Pakistan
| | - Muhammad Nawaz Qaisar
- Faculty of Management Sciences, National University of Modern Languages, Islamabad, Pakistan
- National Accountability Bureau, Peshawar, Pakistan
| | | | | | - Naveed Anwer
- Faculty of Management Sciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Larkana, Pakistan
- Lahore Business School, University of Lahore, Lahore, Pakistan
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Mustafa K, Ahmad F, Qaisar MN, Zada S, Jamil S, Anwer N, Khawaja KF, Vega-Muñoz A, Contreras-Barraza N, Hamid SAR, Mariam S. Brand Love: Role of Online Customer Experience, Value Co-creation, and Relationship Quality. Front Psychol 2022; 13:897933. [PMID: 37251696 PMCID: PMC10214155 DOI: 10.3389/fpsyg.2022.897933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 06/16/2022] [Indexed: 05/31/2023] Open
Abstract
Customer experience is a source of retailers' long-term competitive advantage. This study has examined the relationship between online customer experience and brand love through the mechanism of relationship quality in the context of online shopping in Pakistan. The moderating effect of value co-creation on the relationship of online customer experience with relationship quality and brand love has also been examined. Data were collected from a purposive sampling of 189 online customers in an online survey. Results showed that online customer experience significantly impacts customer relationship quality, which leads to brand love. The relationship between online customer experience and relationship quality is found more robust at high levels of value co-creation. However, we observed a significant negative moderating effect of value co-creation on the direct relationship between online customer experience and brand love. It suggests that including customers in the value co-creation process and affording them a pleasurable online shopping experience may be an excellent way to enhance customer relationship quality and brand love. Theoretical and practical implications of these findings are discussed.
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Affiliation(s)
- Khurram Mustafa
- Faculty of Management Sciences, University of Okara, Okara, Pakistan
| | - Farooq Ahmad
- Faculty of Management Sciences, University of Okara, Okara, Pakistan
- Department of Business Administration, Fatima Jinnah Women University, Rawalpindi, Pakistan
| | - Muhammad Nawaz Qaisar
- National Accountability Bureau, Peshawar, Pakistan
- Faculty of Management Sciences, National University of Modern Languages, Islamabad, Pakistan
| | - Shagufta Zada
- Business School, Henan University, Kaifeng, China
- Department of Business Administration, ILMA University, Karachi, Pakistan
| | - Saqib Jamil
- Faculty of Management Sciences, University of Okara, Okara, Pakistan
| | - Naveed Anwer
- Faculty of Management Sciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Larkana, Pakistan
- Lahore Business School, University of Lahore, Lahore, Pakistan
| | - Kausar Fiaz Khawaja
- Faculty of Management Sciences, International Islamic University, Islamabad, Pakistan
| | | | | | - Syed Ali Raza Hamid
- Hamdard Institute of Management Sciences, Hamdard University, Islamabad, Pakistan
| | - Shahida Mariam
- Faculty of Management Sciences, International Islamic University, Islamabad, Pakistan
- Government Associate College, Rawalpindi, Pakistan
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Consumer Ethnocentrism and Country of Origin: Effects on Online Consumer Purchase Behavior in Times of a Pandemic. SUSTAINABILITY 2021. [DOI: 10.3390/su14010348] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Electronic commerce has shown exponential growth over the past decade, but the impact of COVID-19 has exceeded all expectations. Based on the theory of planned behavior, this paper aims to investigate the relationship between consumer ethnocentrism and internet purchase behavior in times of pandemics. Data was collected from 294 online purchasers, and the analysis was conducted utilizing a Partial Least Squares Structural Equation Modeling approach. The results indicate no significant impact on the relationship between the planned online purchase behavior and the country of origin when consumers face a health crisis. Additionally, the outcomes show that attitude toward online shopping positively affects online purchase behavior.
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Commitment Ladder in the Relationship between Service Providers and Customers as Added Value in Sustainable Services Development. SUSTAINABILITY 2021. [DOI: 10.3390/su13095079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The socioeconomic sphere and the relationships in which commitment occurs are important elements in the development of sustainable services. The study reported in this article identifies the elements that influence the development of the relationship between service providers and their customers and proposes a model that describes the state of the relationship between service providers and customers in terms of symmetrical commitment of both parties. Qualitative research including interviews with experts and case studies was completed, resulting in a ‘ladder of commitment’ model that identifies distinct commitment levels and specific commitment factors functioning at each of those levels. In practice, the proposed model makes it possible to assess the state of customer and provider commitment, identifying commitment deficits on the part of the customer or service provider. This article can provide practical added value for managers who are looking for ways to analyze customer commitment in order to develop sustainable services.
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Economic Business Sustainability and Strengthening Human Resource Capacity Based on Increasing the Productivity of Small and Medium Enterprises (SMEs) in Makassar City, Indonesia. SUSTAINABILITY 2021. [DOI: 10.3390/su13063177] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The dynamics of urban development coupled with economic growth have contributed positively to the development of small and medium enterprises (SMEs). Optimizing the utilization and strengthening of the capacity of SMEs’ human resources will encourage increased productivity of economic enterprises and the sustainability of small and medium enterprises (SMEs). This study aims to analyze (1) strengthening the capacity of human resources (HR) of small and medium enterprises to work as a determinant of increasing the productivity of small and medium enterprises (SMEs) and labor absorption; (2) the effect of strengthening the capacity of human resources (HR), business productivity, technology utilization, and business diversification on the sustainability of small and medium enterprises (SMEs); and (3) optimizing the role of government in supporting business development, increasing productivity, business stability and sustainability of small and medium enterprises (SMEs). This study uses a sequential explanatory design approach. Data were obtained through observation, in-depth interviews, surveys, and documentation. Qualitative analysis in this study was carried out through a process of data reduction, data presentation, and conclusion drawing, while the quantitative analysis in this study uses quantitative descriptive analysis, correlation, and multiple regression. The results showed that strengthening the capacity of human resources, coupled with the use of technology, and followed by diversification of business, had a positive contribution to increasing the productivity of small and medium enterprises (SMEs). Furthermore, strengthening human resource capacity, business productivity, technology utilization, and business diversification simultaneously have a positive and significant correlation to the sustainability of small and medium enterprises (SMEs) with a determination coefficient of 72.3%. This study recommends that government policy support through strengthening human resource capacity, increasing business productivity, technology utilization, and business diversification have an impact on the sustainability of small and medium enterprises (SMEs) in Makassar City, Indonesia.
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How the Covid-19 Pandemic Is Changing Online Food Shopping Human Behaviour in Italy. SUSTAINABILITY 2020. [DOI: 10.3390/su12229594] [Citation(s) in RCA: 82] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The advent of the Internet has significantly changed consumption patterns and habits. Online grocery shopping is a way of purchasing food products using a web-based shopping service. The current COVID-19 pandemic is determining a rethinking of purchase choice elements and of consumers’ behavior. This work aims to investigate which characteristics can affect the decision of online food shopping during the pandemic emergency in Italy. In particular, the work aims to analyze the effects of a set of explanatory variables on the level of satisfaction for the food online shopping experience. For achieving this aim, the proportional odds version of the cumulative logit model is carried out. Data derive from an anonymous on-line questionnaire administrated during the first months of the pandemic and filled by 248 respondents. The results of this work highlight that people having familiarity with buying food online, that have a higher educational level and consider food online channels easy to use, appear more satisfied for the food online shopping experience. These findings can be crucial for the future green global challenges as online shopping may help to reach competitive advantages for company sustainability.
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