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The purpose of this paper is to explore new trends in social networking such as social tourism and determine motivations resulting in visiting others when traveling. A research model is created based on mixed-methods research approach to identify motivations that influence use and factors that result in the willingness to meet others through the social networking tourism (SNT) site.

The current research implements a mixed-methods approach using qualitative data from a questionnaire to identify motivations that were implemented in a theoretical model tested empirically using survey data. The qualitative study consisted of 11 social tourism users followed by a quantitative study using a survey that was administered to 793 social tourism users.

The results of the qualitative study identified networking, curiosity, understanding, and economic benefits as motivations for using social tourism sites. Based on validity and reliability testing, the final research model included only the motivations for networking and economic benefits. The survey results showed that trust, attitude, and use were significant antecedents to the dependent variable willingness to meet with networking and economic benefits as antecedents to attitude and use.

This is an exploratory study so there are several limitations. First, while two motivations were ultimately identified, it is possible that other motivations should be explored. Trust is also a limitation in the current research that identifies trust as an antecedent to the willingness construct without researching factors that influence trust. Further research should be conducted to expand on the current research.

While there has been significant research conducted in the area of social networking, niche areas and special purpose social networks remain unexplored. The current research explores the niche area of SNT to develop a model identifying motivations for use and also creates a new construct identified as behavioral willingness to perform an action when risk is involved. Willingness to meet others through the site and its antecedents were evaluated in the current research.

Purveyors of fake news perpetuate information that can harm society, including businesses. Social media's reach quickly amplifies distortions of fake news. Research has not yet fully explored the mechanisms of such adversarial behavior or the adversarial techniques of machine learning that might be deployed to detect fake news. Debiasing techniques are also explored to combat against the generation of fake news using adversarial data. The purpose of this paper is to present the challenges and opportunities in fake news detection.

First, this paper provides an overview of adversarial behaviors and current machine learning techniques. Next, it describes the use of long short-term memory (LSTM) to identify fake news in a corpus of articles. Finally, it presents the novel adversarial behavior approach to protect targeted business datasets from attacks.

This research highlights the need for a corpus of fake news that can be used to evaluate classification methods. Adversarial debiasing using IBM's Artificial Intelligence Fairness 360 (AIF360) toolkit can improve the disparate impact of unfavorable characteristics of a dataset. Debiasing also demonstrates significant potential to reduce fake news generation based on the inherent bias in the data. These findings provide avenues for further research on adversarial collaboration and robust information systems.

Adversarial debiasing of datasets demonstrates that by reducing bias related to protected attributes, such as sex, race and age, businesses can reduce the potential of exploitation to generate fake news through adversarial data.

Transnational shifts experienced by Syrian refugee young adults disrupt their lives. Many start their journey as children, transition into adolescents often in countries of asylum, and resettle as young adults in countries such as Canada with the dream to rebuild their lives. Too old (+16) for the traditional school cycle, they are encouraged into adult education (AE) as their only choice to complete their high school diplomas to obtain minimum wage jobs or continue to higher education. Their progress through AE continues their destabilization, particularly in terms of their aspirations, hopes and dreams. The authors focus on the educational journeys of this population who have largely been forgotten by policies and programs for refugee integration. Drawing upon 29 interviews with Syrian refugee young adults in Quebec, using a theoretical framework of migration/aspirations and critical race theory, the authors highlight how disruption is perpetuated in their education after their arrival rather than stability.

Purpose: This paper offers a first look into journalistic coverage on the enduring issue of marine litter. The presented study seeks to identify dominating news issue frames of marine pollution to analyse the prospective approaches of journalists.

Method: A content analysis of print news-of-record sources was conducted. The theoretical background of Cultural Studies and Political Consumerism Theory was employed to analyse environmental reporting in the United States and France.

Findings: The main result is that French sources focus primarily on proposed legislation and political commentary around the issue instead of ways for readers to solve the problem themselves. Journalists who assert legislation as the principal method for fighting marine debris eliminate plastic from the source. Conversely, American journalists predominantly framed the environmental threat of marine debris as a cultural issue. This individualistic approach aims to motivate privileged readers to make lifestyle changes that, notionally, will suppress global consumption of single-use plastics.

Research limitations/implications: The individualistic approach common in American news coverage aims to motivate privileged readers to make lifestyle changes that, notionally, will suppress global consumption of single-use plastics. This approach does not reflect the scientific communities overwhelming scepticism of oversimplistic solutions to this global environmental issue.

Originality/value: This foundational paper offers issue frames through which social science research on framing, rhetorical criticism and media effects of marine litter news coverage can build upon.

David M. Gordon advanced labour economics with his theory of labour market segmentation, in which jobs rather than the marginal productivity of individual workers were the unit of analysis. He advanced economic historiography and macroeconomics by conceptualising social structures of accumulation – a framework built on the foundation of his institutionalist training and enriched by his study of Marxist economics. By appropriating methods from other social science disciplines into econometrics, he augmented empirical analysis in economics. He was a founding member of the Union of Radical Political Economics and its journal, the Review of Radical Political Economics – that advanced and promoted heterodox, radical, and Marxist economists in the United States. His contributions to economics, to organised labour, and to the New School for Social Research, where I studied with him, were stunning.

Part 1 lays out some context about the New School Graduate Faculty where Gordon taught. Part 2 explores what historical forces, including his family, led to his expansive creativity. Part 3 summarises how he expanded labour economics to include the relations as well as the technology of production, linked his understanding of the production process to a historical materialist view of labour in the United States, then extended that to econometric analyses of the US macroeconomy. Part 4 presents a bibliometric analysis to provide some idea of the impact of his work. I end with some concluding remarks.

Environmental, social, and governance (ESG) issues have recently received much attention. This research investigates the daily performance of socially responsible investment (SRI). To do that, the authors construct portfolios consisting of the SRI, non-SRI, and matched non-SRI. The portfolios can be compared with the market benchmark based on α adjusted asset pricing models. Due to using high-frequency data, the authors use ARCH/GARCH to deal with time-varying volatility. Moreover, the authors also utilized Fama–MacBeth pooled regression to confront the SRI stocks and the non-SRI counterpart. In sum, the findings of this study confirm the superior performance of the value-weighted (VW) SRI portfolio against the market. On a head-to-head basis, the SRI yields a higher return than the non-SRI. The results are robust in the quarterly analysis. It is essential for investors that put their money in socially responsible (SR) portfolios to either promote sustainable development or chase a return on it.

This paper aims to extend the literature on wicked problems in consumer research by exploring athlete and consumer vulnerability in sport and the potential role that social marketing can play in addressing this problem.

This paper conceptualises the wicked problem of athlete and consumer vulnerability in sport, proposing a multi-theoretical approach to social marketing, incorporating insights from stakeholder theory, systems theory and cocreation to tackle this complex problem.

Sport provides a rich context for exploring a social marketing approach to a wicked problem, as it operates in a complex ecosystem with multiple stakeholders with differing, and sometimes conflicting, objectives. It is proposed that consumers, particularly those that are highly identified fans, are key stakeholders that have both facilitated the problematic nature of the sport system and been rendered vulnerable as a result. Further, a form of consumer vulnerability also extends to athletes as the evolution of the sport system has led them to engage in harmful consumption behaviours. Social marketing, with its strategic and multi-faceted focus on facilitating social good, is an apt approach to tackle behavioural change at multiple levels within the sport system.

Sport managers, public health practitioners and policymakers are given insight into the key drivers of a growing wicked problem as well as the potential for social marketing to mitigate harm.

This paper is the first to identify and explicate a wicked problem in sport. More generally it extends insight into wicked problems in consumer research by examining a case whereby the consumer is both complicit in, and made vulnerable by, the creation of a wicked problem. This paper is the first to explore the use of social marketing in managing wicked problems in sport.

The purpose of this paper is to explore how an accounting association and its key members define, control, and claim their knowledge; adopt a closure and/or openness policy to enhance their status/influence; and respond to structural/institutional forces from international organisations and/or the state in a particular historical context, such as a globalised/neo-liberalised setting.

The authors draw on Pierre Bourdieu’s theoretical tools (field, capital, habitus, and doxa) to understand how public sector accrual accounting was defined, and how the Korean Association for Government Accounting was formed and represented as a group with public sector accounting expertise. The research context was the implementation of accrual accounting in South Korea between 1997/1998, when the Asian financial crisis broke out, and 2006/2007, when accrual accounting was enforced by legislation. The authors interviewed social actors recognised as public sector accounting experts, in addition to examining related documents such as articles in academic journals, newsletters, invitations, membership forms, newspaper articles, and curricula vitae.

The authors found that the key founders of KAGA included some public administration professors, who advocated public sector accrual accounting via civil society groups immediately after Korea applied to the International Monetary Fund for bailout loans and a new government was formed in 1997/1998. In conjunction with public servants, they defined and designed public sector accrual accounting as a measure of public sector reform and as a part of the broader government budget process, rather than as an accounting initiative. They also co-opted accounting professors and CPA-qualified accountants through their personal connections, based on shared educational backgrounds, to represent the association as a public sector accounting experts’ group.

These findings suggest that the study of the accounting profession cannot be restricted to a focus on professional accounting associations and that accounting knowledge can be acquired by non-accountants. Therefore, the authors argue that the relationship between accounting knowledge, institutional forms, and key actors’ strategies is rich and multifaceted.

This paper aims to propose a framework for engaging tourists as citizen scientists in marine research. Justification for such a framework is driven by the increasing use of citizen science (CS) as a method for collecting data in various research projects. While the tenets of CS exist, few studies have demonstrated how these could be integrated to address the challenges and benefits of engaging tourists as scientists.

A systematic review focused on CS-based literature within environmental management, tourism and marine tourism revealed 18 models. Key themes, those repeatedly identified, were extracted. These were adapted to inform the proposed theoretical framework for engaging tourist scientists.

The key themes were clarified and incorporated into the framework to enhance the value of marine research by engaging tourists. Important features considered were the singularity and sporadic nature of tourist participation, training and engagement as well as the reliability of data collected by citizen scientists.

The framework informs the unique requirements of research in marine environments and the under-used potential of tourist scientists.

抽象

本文构建了一个吸引游客成为海洋研究的公民科学家的框架。越来越多的人使用公民科学(CS)作为在各种研究项目中收集数据的一种方法, 这证实了这种框架具有合理性。尽管 CS 的原则是存在的, 但很少有研究表明如何将这些原则整合起来, 以便在吸引游客成为科学家的过程中解决问题, 实现效益。

本文对环境管理, 旅游和海洋旅游领域基于 CS 的文献进行了系统的回顾, 发现了18 种模式。接下来, 提取出重复确定的关键主题。为了吸引旅游者成为科学家, 这些都根据所提出的理论框架作了调整。

为了通过吸引游客成为科学家来提高海洋研究的价值，本文明确关键主题并将其纳入框架。同时，本文考虑到了一些重要因素，包括游客参加, 培训和融入的奇异性和零星性，以及公民科学家收集的数据的可靠性

该框架反映出，海洋环境研究具有独特的要求，以及旅游者科学家的潜力尚未得到充分利用。

Resumen

Este artículo propone un marco de trabajo, para involucrar a los turistas como ciudadanos científicos en la investigación marina. La justificación de este marco, está impulsada por el uso creciente de la ciencia ciudadana (CS), como un método para recopilar datos en los proyectos de investigación. Si bien ya existen los principios de la CS, pocos estudios han demostrado cómo estos podrían integrarse para abordar los desafíos y beneficios de involucrar a los turistas como científicos.

Una revisión sistemática, centrada y basada en la literature sobre CS, y al mismo tiempo relacionada con la gestión ambiental, turismo y turismo marino, reveló 18 diferentes modelos. Se extrajeron los temas clave, identificados repetidamente. Estos fueron adaptados para fundamentar el marco teórico propuesto e involucrar a los científicos turísticos.

Se aclararon los temas claves y se incorporaron en el marco de trabajo, para aumentar el valor de la investigación marina, mediante la participación de los turistas. Las características consideradas importantes, fueron la singularidad y la naturaleza esporádica de la participación turística, la capacitación y el compromiso, así como la fiabilidad de los datos recopilados por los científicos ciudadanos.

El marco de análisis, expone los requisitos únicos de investigación en entornos marinos y el potencial infrautilizado de los científicos turísticos.