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This is a general review study aiming to specify the key customer-based factors and technologies that influence the value co-creation (VCC) process through artificial intelligence (AI) and automation in the hospitality and tourism industry.

The study uses a theory-based general literature review approach to explore key customer-based factors and technologies influencing VCC in the tourism industry. By reviewing the relevant literature, the authors conclude a theoretical framework postulating the determinants of VCC in the AI-driven tourism industry.

This paper identifies customers' perceptions, attitudes, trust, social influence, hedonic motivations, anthropomorphism and prior experience as customer-based factors to VCC through the use of AI. Service robots, AI-enabled self-service kiosks, chatbots, metaversal tourism and new reality, machine learning (ML) and natural language processing (NLP) are technologies that influence VCC.

The results of this research inform a theoretical framework articulating the human and AI elements for future research set to expand the models predicting VCC in the tourism industry.

Few studies have examined consumer-related factors that influence their participation in the VCC process through automation and AI.

In this article, we discuss an innovative audience research methodology developed for the AHRC-funded “Beyond the Multiplex: Audiences for Specialised Film in English Regions” project (BtM). The project combines a computational ontology with a mixed-methods approach drawn from both the social sciences and the humanities, enabling research to be conducted both at scale and in depth, producing complex relational analyses of audiences. BtM aims to understand how we might enable a wide range of audiences to participate in a more diverse film culture, and embrace the wealth of films beyond the mainstream in order to optimise the cultural value of engaging with less familiar films. BtM collects data through a three-wave survey of film audience members’ practices, semi-structured interviews and film-elicitation groups with audience members alongside interviews with policy and industry experts, and analyses of key policy and industry documents. Bringing each of these datasets together within our ontology enables us to map relationships between them across a variety of different concerns. For instance, how cultural engagement in general relates to engagement with specialised films; how different audiences access and/or share films across different platforms and venues; how their engagement with those films enables them to make meaning and generate value; and how all of this is shaped by national and regional policy, film industry practices, and the decisions of cultural intermediaries across the fields of film production, distribution and exhibition. Alongside our analyses, the ontology enables us to produce data visualisations and a suite of analytical tools for audience development studies that stakeholders can use, ensuring the research has impact beyond the academy. This paper sets out our methodology for developing the BtM ontology, so that others may adapt it and develop their own ontologies from mixed-methods empirical data in their studies of other knowledge domains.

For years, there has been an appalling crisis developing – that of the state of our planet. Humanity has become disconnected from nature, with devastating consequences. We are in an emergency state: a crisis of perception (HRH et al., 2010, p. 6). This paper puts forward a conceptual model for harmony restoration through tourism entrepreneurship.

In developing the proposed framework, the authors have adopted the seven core principles of Richard Dunne of the Harmony Project, inspired by HRH The Prince of Wales’s vision set out in his book “Harmony: A new way of looking at our world”. The authors propose that developing entrepreneurial tourism in respect of the harmony principles would enhance the industry and act as a platform to educate those that engage with it.

In this conceptual viewpoint paper, the authors draw upon the harmony principles to provide a cohesive framework for restoring harmony through entrepreneurship in tourism. The premise of our framework is that for the tourism industry to become more regenerative and transformative, it requires the continuing contributions of the entrepreneurs involved (De Lange and Dodds, 2017; Kirby, 2020).

The suggested framework builds on the work of David Kirby (2020) and epitomises a step toward harmony restoration through tourism and entrepreneurship, thus contributing to future research seeking to explore a novel and encircling approach to regeneration and tourism entrepreneurship. The paper provides a foundation for policy making to promote harmonious entrepreneurship practices in the tourism field.

The purpose of this paper is to demonstrate ways in which educator preparation programs can influence educator and administrator support of Open Education Resources (OER). OER is still not used as widely as the researchers would like, even though it was introduced in the year 2002 (Bliss and Smith, 2017). While it is rarely used to a large extent, it is especially lacking in K-12 schools. By introducing OER to educator candidates (including future principals) in their own programs, they may be supportive of OER and invest in them when they work in schools.

The research was conducted when an OER project was required in educator preparation programs. Two classes totaling 27 students engaged in a group project, creating OER materials and receptacles over the course of the semester.

Research showed that educator candidates were in favor of using OER thoroughly. Through building their own OER resources, educator candidates understood the importance of creating socially just and equitable learning environments, aligning with diversity, equity, inclusion and belonging.

To the best of the authors’ knowledge, a project like this has not been researched before. This research supports the idea that usage of OER and investment in it should happen for all educator candidates (teachers and administrators).

The purpose of this paper is to examine the impact of urbanicity on rural–urban migrants' dietary diversity and nutrition intake and whether its effect differs across various urban environments of migrants.

Using the individual- and time-invariant fixed effects (two-way FE) model and five-year panel data from the China Health and Nutrition Survey (CHNS), this paper estimates a linear and nonlinear relationship between urbanicity and nutrition. The paper also explores the spatial heterogeneity between rural–urban migrants and rural–suburban migrants. Dietary diversity, total energy intake and the shares of energy obtained from protein and fat, respectively, are used to measure rural–urban migrants' nutrition on both quality and quantity aspects.

The study shows that rural–urban migrants have experienced access to more diverse, convenient and prepared foods, and the food variety consumed is positively associated with community urbanicity. Energy intake is positively and significantly affected by community urbanicity, and it also varies with per capita household income. The obvious inverse U-shaped relationship reveals that improving community urbanicity promotes an increase in the shares of energy obtained from protein and fat at a decreasing rate, until reaching the urbanicity index threshold of 66.69 and 54.26, respectively.

This paper focuses on the nutritional status of rural–urban migrants, an important pillar for China's development, which is often neglected in the research. It examines the urbanicity and the nutrition of migrants in China, which provides a new perspective to understand the dietary and nutritional intake among migrants in the economic and social development. Moreover, the urbanicity index performs better at measuring urban feathers rather than the traditional rural/urban dichotomous classification.