The impact of artificial intelligence capabilities on the sustainability with the mediating role of green innovation in the Jordanian hotels sector
The hotel industry in Jordan plays a crucial role in stimulating economic expansion by attracting tourists and creating job prospects. The industry can benefit from the use of Artificial Intelligence (AI) to improve sustainability through the promotion of green innovation, efficient resource utilization, and reduction of environmental harm. Hence, this study designs a model to enhance the environmental, economic, and social sustainability in the Jordanian hotels Sector. The study aimed to examine the impact of the AI Capabilities (tangible, intangible and human) on social, economic, and environmental sustainability with the mediating effect of the green innovation. The population of this study is all employees in 19 eco-friendly hotels in Jordan, they were 18,850 distributed over four Jordanian regions (Amman, Aqaba, Dead Sea and Petra). A total of 377 questionnaires distributed to respondents using stratified sampling. The study used SEM with SMART-PLS 4 to analyze the data collected. The measurement model applied to analyze the reliability and reliability of the model, the path coefficient in the structural equation model used to test the study hypotheses. The results of this study supported most of the study’s hypotheses, as it supported the impact of tangible and human capabilities on the sustainability, while the study did not find any direct impact of the intangible capabilities on the sustainability in the hotel sector in Jordan. The results show significant direct impact of the three AI capabilities; tangible, intangible and human on the green innovation, also the study found significant impact of the green innovation on the sustainability. The study confirms the three mediation hypotheses of the green innovation on the impact of the AI capabilities on the sustainability in the Jordanian hotel sector. The study provides important implications to the managers in the Jordanian hotel sector to enhance their environmental, economic and social sustainability by improving AI capabilities and innovation.
- Research Article
3
- 10.1002/sd.2613
- Jun 13, 2023
- Sustainable Development
A public–private partnership (PPP) upgrades airport services, infrastructures, space, and ground handling systems. The participation of private entities could provide significant sustainability‐related issues since they typically have a profit‐making mindset. Private entities mainly focus on maximising their profits, but public entities are more concerned about attaining social objectives. The differences in their approaches lead to sustainability issues in a PPP airport project. However, studies on the impact of PPP on sustainability are very scarce and limited to other infrastructure sectors like health, education, and so forth. To examine the impact of PPP on Mumbai and Delhi International Airport's sustainability, this study used partial least squares structural equation modelling. The direct impact of private ownership, investment distribution, risk sharing, regulatory intervention, stakeholder engagement, and reputation and credibility on environmental, economic, and social sustainability was examined. The study revealed that PPP improved Mumbai and Delhi's airports' economic sustainability but have a smaller impact on social and environmental sustainability. Existing airports lag in social and environmental sustainability. To achieve social, environmental, and economic sustainability, the government must directly formulate and implement programmes. Regulators regulate JV activities and encourage social and environmental sustainability. Policymakers are likely to benefit most from building a favourable legal framework, commercial viability, and solid economic policies for effective private participation in PPP airports. The study focuses on institutional aspects. It will also help understand the mechanism's impact and how constructions and indicators are managed in PPP airport development.
- Research Article
13
- 10.1108/meq-02-2023-0058
- Aug 7, 2023
- Management of Environmental Quality: An International Journal
PurposeGreen innovation and sustainability are two contemporary initiatives that are gaining more and more attention from researchers, academics and industry professionals as they are considered important business strategies to improve environmental conditions and obtain better organizational performance. Besides, the growth of uncontrolled economic activities leads to an imbalance of economic, social and environmental values in different sectors. However, little is known about the mediating role that economic, social and environmental sustainability has in the relationship between green innovation and firm performance. Previous literature has focused on developed economies, but not on a developing economy such as that of Mexico. Therefore, this research aims to fill this existing gap by exploring the mediating effects of sustainability in the relationship between green innovation and firm performance.Design/methodology/approachA theoretical research model that theorizes, through ten hypotheses, the antecedents and consequences of the mediating effect of economic, social and environmental sustainability and the occurrence between green innovation and firm performance is proposed. The model is tested through PLS-SEM using data that were collected using a questionnaire survey that was distributed among companies in the automotive industry in Mexico. In total, a sample of 460 responses was obtained.FindingsThe results suggest that green innovation has significant positive effects on economic and environmental sustainability, as well as on firm performance, but not on social sustainability. The results also indicate that the relationship between green innovation and firm performance improves considerably with the mediation of economic, social and environmental sustainability.Research limitations/implicationsDespite the present study focused on an industrial sector that is commonly at the forefront of technological development, it was limited to a specific region of Mexico. Thus, its results must be taken with caution as more extensive results including other regions and nations will be required to further validate the results obtained from the present study.Practical implicationsThe findings of this study have important implications for both policymakers and managers of manufacturing firms in the automotive industry as they can be used as a basis to formulate better strategies and policies to enhance the capabilities of companies to develop innovations that could reduce environmental risks and other consequences of climate change.Originality/valueThe present study adds to the innovation and sustainability body of knowledge by analyzing and discussing the mediating role of sustainability in the relationship between green innovation and firm performance. It also generates new knowledge about the mediating effect that sustainability has on the relationship between green innovation and firm performance, particularly in the context of a developing economy such as that of Mexico.
- Research Article
1
- 10.3311/ppar.22807
- May 8, 2024
- Periodica Polytechnica Architecture
The environmental, economic, and social sustainability of construction project management was researched through a literature review in this study. This paper aimed to analyze the trends in studies about issues in sustainable project management and to research the importance and components of environmental, economic, and social sustainability and their interrelationships. In the scope of the bibliometric analysis, the articles were analyzed by their publication years, authors, authors' countries, authors' organizations, and keyword occurrences. Then, the problems in ensuring the sustainability of construction project management and suggestions for overcoming these problems were reviewed. In previous studies, high energy and raw material consumption and waste became the main factors that prevented environmental sustainability. A strong relationship was found between economic sustainability and life cycle cost assessment, and effective stakeholder engagement is considered the major contributor to the social sustainability of construction management. Sustainability regulations and policies, managerial capabilities, and organizational learning also have critical significance for achieving sustainable construction. The dimensions of sustainability in construction management are closely related to one another, and each one is crucial to achieving the other aspects of sustainability in construction projects. Therefore, a comprehensive strategy that takes into account social, economic, and environmental sustainability criteria should be adopted in construction project management.
- Research Article
- 10.5171/2023.4250223
- Jan 1, 2023
- Communications of International Proceedings
This research work conducted a study that sought to prove the connection between the implementation of social and environmental sustainability with the profitability of enterprises and the creation of economic added value. Expressing social and environmental sustainability as numerical indicators is quite undefined, because companies in Croatia do not have a legal obligation to state them in their business reports and notes. It is just a measure to improve and raise business and market ratings. Therefore, for this research, data on social and environmental sustainability as measurable variables were obtained after a survey conducted among employees and company management on a sample of 126 Croatian companies. The obtained measurable variables for environmental and social sustainability were ultimately put into comparative analysis with the company’s profitability indicators and the created economic added value. This research obtained data that there is a connection between environmental and social sustainability with the profitability of the company and the creation of economic added value, but it is extremely small, social sustainability 0.212 and environmental sustainability 0.243.
- Research Article
38
- 10.1080/1354983032000152743
- Dec 1, 2003
- Local Environment
This research develops a method to transform the Oregon Benchmarks, a set of internationally recognized quantitative indicators designed to measure a broad array of state-level trends, into indices of social, economic, and environmental sustainability. Through multiple means, an original set of 90 Oregon Benchmarks has been narrowed into a smaller set of sustainability indicators in order to gain an integrated view of statewide sustainability as well as the capacity to look at social, environmental, and economic sustainability in isolation. The three-domain sustainability indices presented here are designed both to understand the current sustainability situation and to create a useful and informative tool for state-level policy makers interested in incorporating sustainability principles into their decision making.
- Research Article
3
- 10.4233/uuid:0428e608-03ca-446c-b16a-0a5404f5a6c5
- Oct 16, 2014
Exergy and Sustainability: Insights into the Value of Exergy Analysis in Sustainability Assessment of Technological Systems
- Research Article
- 10.3390/logistics9030093
- Jul 10, 2025
- Logistics
Background: The retail sector in Jordan is adopting Industry 4.0 (I4.0) technologies to enhance efficiency and sustainability. Nevertheless, there is a lack of empirical evidence to inform retail managers regarding the impact of I4.0 adoption on environmental, economic, and social sustainability, particularly in dynamic contexts. Therefore, this study aims to investigate the impact of Industry 4.0 on the three types of sustainable performance, with the moderating effect of environmental dynamism. Methods: This quantitative study collected data using a cross-sectional survey of 100 retail professionals from large companies that was analyzed using structural equation modeling (SEM) to test the hypotheses. Results: I4.0 practices improved retail environmental, economic, and social sustainability. Additionally, environmental dynamism moderated the relationship between I4.0 and environmental sustainability, suggesting that dynamic environments may reduce the effectiveness of I4.0 technologies in driving environmental performance. Economic and social sustainability had no significant moderating effects. Conclusions: This study examines the sustainability benefits of I4.0 adoption in an unexplored developing economy. It emphasizes the strategic importance of digital transformation for retail sustainability and provides practical recommendations for dynamic markets. The findings support I4.0 technologies role in sustainable growth and lay the groundwork for digital transformation research in emerging markets.
- Research Article
- 10.1108/par-12-2024-0340
- Oct 16, 2025
- Pacific Accounting Review
Purpose Given their ownership model and mandates, state-owned companies (SOEs) are expected to be guardians of sustainability principles encompassing environmental, social, governance and economic considerations, as sustained by the United Nations Sustainable Development Goals. This implies that they have a responsibility to act responsibly socially and operate with transparency and accountability. Within this premise, this paper aims to explore the voluntary sustainability disclosure of SOEs in New Zealand and Australia from 2020 to 2022. Design/methodology/approach The study uses a content analysis approach to examine the voluntary sustainability disclosure of the selected SOEs in the respective nations. The analysis focused on the annual/integrated sustainability reports, as well as the Global Reporting Initiative (GRI) reports of the SOEs. A disclosure index developed from the 2021 revised GRI Standards indicators was used to assess the level of compliance of the sampled SOEs with the sustainability disclosure requirements outlined in the GRI Standards. The authors used Atlas.ti (Version 24), a qualitative data analysis software, for organizing data points (annual/integrated/GRI/sustainability reports) for data analysis. Findings The findings suggest that the sustainability disclosure of the selected SOEs in both nations is generally inadequate, given the uneven pattern observed across the three-year period. Overall, the results of the study appear to suggest that Australian SOEs exhibit superior sustainability disclosure compared to their New Zealand counterparts, except in environmental sustainability. Among the four sustainability practices considered using the GRI index in New Zealand, environmental sustainability had the greatest disclosure, followed by governance sustainability and then social sustainability, before economic sustainability. Australia’s disclosure on governance sustainability ranked best, followed by environmental and social sustainability, with economic sustainability trailing behind. Generally, the results further indicate that the SOEs also inadequately disclose the generic indicators that may be considered key to all organizations and their operations. The authors gave insights into the likely events of the results before further discussing the results in terms of what the focus of SOEs regarding sustainability disclosure should entail, before analyzing the research, policy and practical consequences of this work and then offering suggestions for further study. Practical implications Considering the characteristics and mandates of SOEs, part of being socially responsible is using public resources in the form of taxpayers’ money in an efficient, effective and accountable manner. The discussion in this paper indicates that paying attention to sustainability issues is part of a broader accountability mechanism expected from SOEs. In this context, the study following its findings noted that for sustainability disclosure to improve in SOEs, owning departments should endeavor to be transparent in constituting the executives of SOEs as well as the board members, as this has direct implications on the activities of the executives, including attention to sustainability practices. Social implications Most SOEs’ mission statements urge them to be socially responsible and improve their owning states’ economies. This rationale alone suggests SOEs should consider sustainability practices, whether they are mandatory or not. Accounting for and disclosing sustainability issues ensures that SOEs pay adequate attention to these issues, thereby improving the impact of SOEs on sustainability disclosure. Originality/value To the best of the authors’ knowledge, this paper appears to be the first SOE comparative analysis on this topic in Oceania, and it contributes to the developing literature on sustainability disclosure in SOEs, considering that the notable earlier contribution on this topic is in the private sector with only one similar study on sustainability reporting/disclosure in SOEs, acknowledging that there are studies that focused on environmental, social and governance and corporate social responsibility. In this regard, the authors contribute to the developing literature on social, environmental, governance and economic sustainability practices, especially regarding sustainability accounting and disclosure in SOEs, by extending the previous study on sustainability in the context of SOEs, which is about five years.
- Research Article
31
- 10.1371/journal.pone.0261190
- Jan 10, 2022
- PLoS ONE
This article studies trade-offs of farms in terms of economic sustainability (proxied here by technical efficiency), environmental sustainability (proxied here by farmers’ commitment towards the environment) and social sustainability (proxied here by farmers’ contribution to on farm well-being and communities’ well-being). We use the latent class stochastic frontier model and create classes based on three separating variables, representing farms’ environmental sustainability and social sustainability. The application to a sample of Spanish crop farms shows that more environmentally sustainable farms are likely to have lower levels of technical efficiency. However, improvements in social concerns, both towards own farm and the larger community, may lead to improved technical efficiency levels. In general, our study provides evidence of trade-offs for farms between economic sustainability and environmental sustainability, but also between environmental sustainability and social sustainability.
- Research Article
- 10.22067/jrrp.v5i4.54460
- Jan 17, 2017
- Journal of Research and Rural Planning
Extended abstract 1. INTRODUCTION Rural tourism can be defined as the ‘country experience’ which encompasses a wide range of attractions and activities that take place in agricultural or non-urban areas. Its essential characteristics include wide-open spaces, low levels of tourism development, and opportunities for visitors to directly experience agricultural and/or natural environments. In the recent years, aside from its positive economic and social influences in the rural areas, tourism has been strongly accorded as a resource for the renewal and sustainable development of these areas. In fact, rural tourism is considered as a means of sustainable Development and natural resources protection. On the other hand, rural destination image is connected to common representations of rurality in tourism and rural imaginaries. In Iran, 30 percent of the population live in rural areas. The villages of Drak Dehestan in Fars province is one of the most important region in Iran that has the potential for tourism sustainable development. In this way, the purpose of this paper is assessing the economic, social and environmental sustainability with regard to destination image role as a modifier factor in villages of Derak Dehestan in Shiraz city. 2. THEORETICAL FRAMEWORK Nowadays, tourism is considered as the most comprehensive service industry of the world that has acquired a special place in economic, cultural, social, and political realms. Worldwide changes in the aftermath of the Second World War regarding the prevalence of urbanization, large cities, urban environmental pollutions, and the increase of leisure time resulted in the expansion of rural tourism. In the following decades, tourism was considered as a tool for rural development. Scientists have tried, by means of different patterns, to promote the role of tourism in the rural development. Therefore, it is possible to organically combine the two streams of destination identity research in the examination of a rural destination's image structure. Moreover, to construct a destination identity that represents localized features and lifestyles and elicits a holistic image suitable for tourism promotion, it is necessary to understand the role of rurality in rural tourism. 3. METHODOLOGY In this research, a descriptive-correlation method was used and in terms of purpose, it is an applied research. Data were analyzed with Structural Equation Modeling (LISREL) and Partial Least Squares method (PLS). According to Morgan table and stratified random sampling method, 385 tourists were selected. To collect data, questionnaire was used and its validity and reliability were examined by Cronbach's alpha, composite reliability and construct validity (confirmatory factor analysis). The levels of sustainability in the villages were done by selection of a number of important elements. Economic sustainability were measured by 5 items of the questionnaire including employment, living condition, earning money, migration of economic actors and land prices in the area. In order to investigate the social sustainability, a total of 4 items were applied; cultural exchange between people and tourists, tendency to addiction, public security and social links. Environmental sustainability indicator includes 5 items, i.e., air pollution, noise pollution, natural areas, the construction in pristine areas, traditional texture village of Qalat. 4. DISCUSSION In this research, most important aspects of sustainability have considered. In these villages, there are a range of positive and negative impacts in terms of rural tourism development. Results show social sustainability has highest impact factor (0.33). After that economic sustainability (0.22) and environmental sustainability (0.15) have more impact factor in the way of rural tourism development in selected villages of Drake region. Economic and environmental sustainable levels are lower than mean and social level is higher than mean. Moreover, the destination image as a modifier variable has positive and significant effect on economic sustainability, but it has not effect on social sustainability in Derak Dehestan and there is not significant relation between them. The Destination image has adverse and significant relation on environmental sustainability. 5. CONCLUSION The image destination can have important role for rural destination. There is a dynamic tension between tourists' imagination and tourism destinations. The tourists' consumption of and interaction with rural are dependent on offering rural areas that match tourists' expectations. This research show that destination image can impacts rural sustainability. It can be said the more we have positive image towards rural destination, the more we have sustainability. Given the findings, some suggestions are also presented, i.e., consider the role of local authority in the development of tourism as an effective factor to participate locals and raise awareness of the benefits of rural tourism development. Like other studies, this study has limitations. Including limited access to some tourists and inappropriateness of fitness model. It is suggested for future studies to examine the personal and demographic factors on people's willingness to visit and consider its impact on tourism development.
- Research Article
- 10.3390/su162310610
- Dec 3, 2024
- Sustainability
Sustainable design concepts are design concepts that the United Nations and China have been promoting that aim to achieve environmental sustainability, social sustainability, and economic sustainability. In recent years, with the rise of intelligent drying wardrobes, more and more scholars have applied the concept of sustainable design to the theoretical research and design practices of intelligent drying wardrobes. But most of them focus on the research and practice of a certain functional module, while less focus on end users. This study examines users’ perceptions of the functional modules of intelligent drying wardrobes through a questionnaire. It focuses on environmental, social, and economic sustainability. The research also measures users’ satisfaction and the importance of these modules using IPA. From the perspective of end users, the results show that social sustainability is the best option, followed by economic sustainability and environmental sustainability. From the enterprise point of view, the high priority of social sustainability in terms of user’s needs is highlighted. However, in response to sustainable development policy, environmental sustainability is taken as the second most important guiding factor for the development of intelligent drying wardrobe functional modules. This paper fills the current research gap on the differences in users’ perceptions of intelligent drying wardrobe design modules and prioritizes users’ perception decisions on functional modules from the perspective of sustainability, so as to provide some reference for enterprise production.
- Research Article
- 10.1007/s44290-025-00166-3
- Feb 4, 2025
- Discover Civil Engineering
This study develops a sustainability model to promote sustainable construction practices in Nigeria. Utilizing Structural Equation Modeling (SEM), the research investigates the interrelationships among several independent latent constructs—organizational culture, government policies, financial implications, stakeholder processes, and technology availability—and their effects on sustainability outcomes. Data were collected through a survey questionnaire from 248 respondents across ten selected construction companies in Nigeria, analyzed using the SIMPLEX Project in LISREL. The SEM highlights the significant influence of government policies (GPR) on sustainability outcomes, particularly regarding organizational culture (OC), availability of technology and expertise (ATE), financial implications (SI), and stakeholder processes (SP). This is evidenced by substantial path coefficients: GPR → OC (β = 0.45), GPR → ATE (β = 0.58), GPR → FI (β = 0.75), GPR → SP (β = 0.49), all p < 0.01. Additionally, organizational culture significantly impacts sustainability dimensions, with OC → ATE (β = 0.55), OC → SP (β = 0.63), and OC → FI (β = 0.76), all p < 0.01. Government policies exhibited the most considerable influence across three sustainability domains: environmental sustainability (ENS), social sustainability (SS), and economic sustainability (ES), as indicated by GPR → ENS (β = 0.87), GPR → SS (β = 0.68), and GPR → ES (β = 0.72), all p < 0.05. The derived mathematical model for Sustainable Construction Practices (SCP) is SCP = 0.01 + 0.5x + 0.3y + 0.2z, where x, y, and z represent environmental, social, and economic sustainability, respectively. The findings underscore the interconnected nature of these dimensions, offering vital recommendations for policymakers and industry stakeholders to foster sustainable practices in Nigeria's construction sector.
- Research Article
12
- 10.1155/2022/8588385
- Jan 1, 2022
- Journal of Environmental and Public Health
The current study analyzed whether the enhancement in managerial ability accelerates the environmental, social, and economic sustainability practices or not. Using panel data methodology on Chinese listed firms data from 2010 to 2019, we report that CEOs' managerial ability impacts the overall (environmental, social, and economic) sustainability practices of the firms positively. Moreover, we find that social sustainability and economic sustainability also increase with the increase of the CEO's managerial ability in the firm. The results remain robust after several alternative empirical tests. The findings justify the relationship between management skills and sustainability and demonstrate how each one of the sustainability pillars is affected individually. The support for sustainability practices that can be achieved through the communication of management skills is an essential conclusion for practitioners. Findings establish the link between CEO's managerial ability and environmental, social, and economic sustainability performance by taking insights from upper echelon theory.
- Research Article
5
- 10.3389/fsufs.2021.758363
- Nov 30, 2021
- Frontiers in Sustainable Food Systems
Cooperative economics looks at market failures as areas for development. The cooperative development process, however, requires member engagement or cohesion in the process according to the Cooperative Management Equilibrium Theory. This cohesion requires an awareness and understanding by the cooperative members of the market failure to develop the capacity to address the failure. This article looks at the effects of government agricultural programs on economic, environmental and social sustainability. The questions we ask is how does a focus on economic development push against social and environmental sustainability within the agricultural sector in Togo? Does member cohesion within a cooperative represent a form of Polanyian double movement through social and environmental cohesion? The current development models utilize what Sen refers to as an austere mode of development which forgoes social or environmental considering them luxuries. Does the focus of economic development build capacity only for economic performance within the Togo agricultural sector at the expense of social and environmental sustainability? Utilizing Deep Participatory Indicator Approach (DPIB) approach this paper examines the economic, environmental and social indicators within two prefectures in the Plateaux Region of Togo. Indicators were separated to show the differences between individual or cooperative producers. As cooperatives it was anticipated that a greater emphasis on social and environmental sustainability would be created through cohesive social action. This study found that the emphasis on economic development included in government programs built development capacity within cooperatives emphasizing their cooperative market cohesion.
- Research Article
- 10.18488/73.v13i3.4330
- Jul 29, 2025
- Humanities and Social Sciences Letters
This empirical study investigated the nexus between green human resource management and organizational sustainability by surveying healthcare sector employees in and around Hyderabad city, an Indian metro. Five reflective constructs namely, green human resource management (GHRM), organizational commitment, and three dimensions of organizational sustainability economic, environmental, and social sustainability were assessed. Data were gathered from employees of corporate hospitals, including nurses, medical doctors, and paramedical staff working in various hospitals in Hyderabad city. Exploratory and confirmatory factor analyses were performed to test the relationships among the constructs, and structural equation modeling was used to test the hypotheses. The impacts of GHRM on organizational commitment, environmental sustainability, social sustainability, and economic sustainability are positive and statistically significant. Multiple mediation analysis was performed, and the results revealed that organizational commitment partially mediated the nexus between social sustainability and economic sustainability. The outcome has several implications for the healthcare industry. The healthcare industry should practice GHRM principles for organizational, economic, and environmental sustainability.
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