Environmental, social and governance-type investing: a multi-stakeholder machine learning analysis

Management Decision, Journal Year: 2025, Volume and Issue: unknown

Published: March 26, 2025

Purpose This research delves into the determinants influencing adoption of environmental, social and governance (ESG) investing through an analysis media dialogs using uses gratification theory. Design/methodology/approach study employs a mixed-methods approach, integrating sentiment analysis, topic modeling, clustering, causal loop ethnography to examine ESG-related content on media. Analyzing data, identified key themes derived ten propositions about ESG investing. Industry professionals, financial advisors investors further validated these findings expert interviews. Combining data-driven qualitative insights provides comprehensive understanding how shapes investor preferences decision-making in domain. Findings Environmental aspects, such as conservation, preservation natural resources, renewable clean energy, biodiversity, restoration eco-friendly products technologies, shape attitudes toward Social considerations, including inclusivity, diversity, justice, human rights, stakeholder engagement, transparency, community development philanthropy, significantly influence sentiments. Governance elements accountability, ethical governance, compliance, risk management, regulatory compliance responsible leadership also play pivotal role shaping opinions. Practical implications presents actionable for policymakers organizations by identifying constructs proposing integrated framework that includes mediating factors like resource efficiency engagement alongside moderating environment preferences. Policymakers should establish standardized reporting frameworks, incentivize sustainable practices use data purposes. For businesses, can enhance communication strategies accountability. These measures will foster greater strengthen relations contribute more inclusive global economy. Originality/value To authors' best knowledge, this is first investigate improving based big mined from platforms.

Language: Английский

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Mapping the electric vehicle adoption scholarship for sustainability: an integrated theoretical framework and future research directions

Management of Environmental Quality An International Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Aug. 30, 2024

Purpose Electric vehicle adoption (EVA) drives sustainability by significantly reducing carbon emissions and reliance on fossil fuels. Despite EVA’s notable advantages from existing literature its evolving nature, a gap persists in evaluating EVA research. This research presents systematic review, offering insights into the current state of advancements. Design/methodology/approach study amalgamates various factors influencing elucidates their associations, fostering sustainable transportation. To evaluate progress this domain, we adopt Theory-Context-Characteristics-Methodology (TCCM) framework, systematically assessing theories, contextual factors, characteristics methodologies employed to support efficient decision-making. Findings The reveals 18 prominently including theory planned behavior, innovation diffusion theory, technology acceptance model UTAUT. identifies diverse such as perceived risk, effort expectancy, social norms, performance government policy, personal attitude, behavioral control, subjective demographics ecological knowledge pivotal shaping attitudes intentions toward electric adoption. Furthermore, structured equation modeling emerges predominant methodology, while alternative approaches enriches methodological landscape, contributing more comprehensive understanding driving EV Practical implications gained can inform policymakers, manufacturers researchers, ultimately global transition towards transportation solutions. Originality/value research’s cardinal contribution lies developing an integrated theoretical novel approach that offers holistic perspective multifaceted determinants EVA. framework not only illuminates intricate relationships among these variables but also opens up exciting avenues for future

Language: Английский

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Electric vehicles in transition: Opportunities, challenges, and research agenda – A systematic literature review

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 372, P. 123415 - 123415

Published: Nov. 24, 2024

Language: Английский

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How Can We Improve Hospitality Excellence for Sustainable Development Using Machine Learning

Journal of Hospitality & Tourism Education, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 13

Published: Nov. 26, 2024

This study uncovers a significant shift in the hospitality landscape by acknowledging users as stakeholders, transcending traditional consumer-business interactions. It investigates how sentiment analysis and topic modeling of hotel reviews can guide sustainable practices, leveraging stakeholder signaling theories. analyzes large dataset from online travel platforms; research identifies six key themes closely linked to SDGs, offering actionable insights for aligning operations with sustainability objectives. Predominantly positive guest sentiments reflect favorable experiences, highlighting potential enhance customer satisfaction through sustainability. The demonstrates effectiveness machine learning models, particularly Random forest, classification, while LDA effectively relevant themes. Despite limitations such data source constraints, this pioneers new approach integrating user feedback into business contributing valuable managers, policymakers, evolving conscious consumerism industry.

Language: Английский

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AI-Enabled Humanoid Devices Bridging Personalized Learning and Inclusive Education for Cyber Nomads

Advances in computational intelligence and robotics book series, Journal Year: 2025, Volume and Issue: unknown, P. 41 - 72

Published: April 11, 2025

Integration of the AI humanoid devices into education allows transforming paradigms and proposes alternative solutions for cyber nomads where mobility digital reliance undermine conventional educational infrastructure. Artificial intelligence based furnish personalized, adaptable likewise culturally learning experiences to help in bridging vulnerabilities access, equitableness cultural adaptableness. This chapter studies what role play addressing challenges face, such as being unable access Internet regularly, algorithmically unfair barriers. Moreover it examines ethical considerations data privacy, emotional manipulation commercialization; issues related technological hindrances, including infrastructure, scalability interoperability.

Language: Английский

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Digital Nomads on Tourism Destinations Economies by Mediation of Marketing of Destinations in Horn of Africa

IGI Global eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 139 - 164

Published: April 11, 2025

This study investigates the interrelationships among Digital-Nomads, marketing of destination, and economies tourism based destinations to comprehend influence digital nomadism on economies. Utilizing structural equation modeling with 302 sample size, output manifested that Digital-Nomads meaningfully enhance both their economic performance. The outcomes manifest a strong direct destinations, as well substantial indirect mediated by destination. proposes strategies are essential for maximizing contributions Digital-Nomads. Our research necessity stakeholders adopt targeted approaches resonate unique preferences thereby fostering enhanced growth in destinations. implications extend practical recommendations emphasizing need infrastructure services tailored this demographic.

Language: Английский

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Tourism in the Age of Remote Work

IGI Global eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 51 - 88

Published: April 11, 2025

Digital nomads are individuals who leverage the flexibility afforded by technology to perform their work remotely from diverse global locations over extended periods. This chapter explores economic contributions of digital local communities, role in fostering cultural exchange, and potential impact on sustainable tourism practices. It also examines opportunities that offer hospitality service sector, as well challenges such increasing costs living, demand for infrastructure, loss authenticity. In particular, focus is how destination managers governments can balance development environmental sustainability when attracting nomads. this context, strategies policies necessary achieve goals discussed. near future, nomad expected transform industry significantly, introducing lasting changes driven innovative working style.

Language: Английский

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Digital Nomads as Catalysts for Change

IGI Global eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 279 - 302

Published: April 11, 2025

This chapter critically examines digital nomadism and its transformative impact on the ethical dimensions sustainability of tourism in India. With remote work transcending geographic constraints, nomads are reshaping regions like Goa, Bangalore, Rishikesh, where cultural richness, ecological diversity, conducive environments converge. Using secondary data from academic literature, industry reports, case studies, explores nomads' nuanced impacts local socio-economic structures, environmental sustainability, integrity. While benefiting economies fostering community-driven initiatives, they risk overtourism, commodification, strain. The proposes actionable strategies, including region-specific policies, nomad visas, eco-conscious travel behaviors, to sustainably integrate into India's ecosystem, ensuring a balance between economic growth, preservation, protection.

Language: Английский

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The Role of Host-Guest Interactions in Remote Work-Driven Tourism Development

IGI Global eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 239 - 278

Published: April 11, 2025

Digital nomadism, characterised by location-independent work and enabled digital technologies, represents a promising path for destinations seeking to revitalise their economies attract new residents, associated quality of life, welcoming communities interesting leisure tourism proposals. This study examines the interplay between nomads local examining host-guest interactions, influence on perceived evolving attitudes residents towards development. In-depth interviews with from low-population density rural area representatives Destination Management Organization (DMO) were conducted. The findings this case provide valuable insights into how can manage benefit growing trend ‘remote working tourism', while also addressing potential challenges related cultural integration, economic disparities, community cohesion.

Language: Английский

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Transition from Traditional Tourism Destinations to Digital Nomad-Friendly Destinations

IGI Global eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 89 - 108

Published: April 11, 2025

The main aim of this study is to clarify how destinations should be developed offer a more natural and unobstructed environment where digital nomads can attain comfort, security, tranquility. Several studies show smart cities or tourism attractions affect traveler behavior. Nonetheless, there dearth examining the impact nomadism on as whole, especially with benefits challenges it entails. Consequently, does conceptual analysis, rigorously evaluating relevant resources interacting area tourism. This utilized hermeneutic methodology examine available literature, providing varied views that enrich present understanding topic. Lastly, discovered visitors' objectives enjoy their work while go are not substantially impacted by use adjustment these technologies.

Language: Английский

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