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This chapter presents a comparative perspective on international education in Canada and Australia in the light of recent federal proposals for improving international education programs. The study provides an account of the multiple benefits of international education and introduces the concept of public sector entrepreneurship (PSE) as a necessity for creating and administering comprehensive programs, aimed at increasing Canada’s share of the international education market. The chapter compares Canadian and Australian international education policies with a special emphasis on the entrepreneurial approach applied in Australia. Moreover, the chapter discusses potential contributions to Canadian human capital through attractive immigration policies for international graduates. The findings reveal that Canada needs centralized management of international education programs. Following the Australian model, the establishment of a specialized agency to administer programs at federal level and to coordinate activities at provincial level is essential for success. PSE is represented by applying a market approach and revising residency and immigration strategies. Further research is required for a more detailed analysis of the costs and benefits of necessary capital investments and implications of changing the policy framework governing skilled migration.

The involvement of the public in the decision-making process is essential, especially in the early stages of a design process. This study aims to achieve the development of an architectural program for a memorial public project, using the outcomes of the Analytical Hierarchy Process (AHP) based on public opinion. It employs a novel approach that sharply focuses on public involvement in the design process, using a quantitative methodology for the development of a suitable building program and selecting a memorial form that meets the public's needs in a practical way. The study drew on data from various memorial projects to identify possible spaces and their selection criteria. A written questionnaire was distributed to a sample of 105 members of the public, to narrow down the number of spaces according to public response. Then, a hearing (spoken) questionnaire was conducted on a sample of 20 to produce the program for development by generating the most strongly preferred form of memorial. The results contradicted the existing norm for a memorial as a sculpture; it was revealed that most of the public preferred memorial landscapes to buildings and great structures. The study concluded that AHP could be used to further involve the relevant stakeholders in the decision-making process of the design of a public project.

The purpose of this paper is to provide evidence that firms that are more committed to internationalization, systematically differ from firms that are less committed to internationalization in their future intention to engage in foreign direct investment (FDI). The authors analyzed data from 42 large Brazilian multinational enterprises (MNEs) and found that results support previous research on the degree of satisfaction with prior internationalization efforts and future intent to internationalize, such that the relationship between the two is positive. Yet contrary to existing literature, the degree to which a firm was committed to internationalization has a negative influence on the positive relationship between satisfaction and intent.

All Brazilian firms that have entered foreign markets via FDI were surveyed to measure the firm’s: intent to internationalize; satisfaction with prior internationalization; and commitment to internationalization. Intent to internationalize is future based while both satisfaction and commitment reflect previous year’s activities. The potential response pool included publically traded companies listed on the Bovespa (São Paulo Stock Exchange) and private limited companies (Ltda.). The authors conducted a hierarchical moderated regression analysis to test the moderating effect of commitment to internationalization on the relationship between international satisfaction and intent to internationalize.

This study adds to the literature by examining how past international satisfaction and commitment affect the future intent to internationalize for large Brazilian MNEs. The results confirm that the degree of past satisfaction regarding a firm’s international business is positively related to the firm’s future intent to internationalize. However, the results diverge from past research in two important ways. First, contrary to the organizational behavior literature, past commitment to internationalization does not have a significant relationship with future intention to internationalize. Second, the results show the relationship between satisfaction and intent is weakened by a high degree of international commitment.

A limitation of this study is the small sample size. While it encompasses the vast majority of large MNEs in Brazil, the authors still do not have enough data points to test more hypotheses such as the effects of firm size, number of countries the firm is in, and age of the firm. Future studies should attempt to expand the work done here by examining these effects. Another limitation of this study is that it is based on solely one country; Brazil. Future studies should attempt to replicate these findings in other emerging market countries.

These results have three main managerial implications. First, international strategists analyzing the trajectory of a firm’s future intentions to internationalize should focus on how satisfied the firm has been with its past efforts. Second, managers should not assume that just because their firms have a large presence abroad that this will subsequently lead to future plans to internationalize. Finally, for emerging market MNEs in a period of the financial crises, committing more to internationalization may reduce the positive relationship between satisfaction and intention.

The purpose of this study is to add to the small but growing work on large MNEs from Brazil in order to better understand their internationalization strategies. While there are literally hundreds of articles investigating the individual-level relationship between satisfaction and the intent to do something, there are a dearth at the firm level (see Wood et al., 2011, as a notable exception). The authors therefore attempt to extend the literature on internationalization by discussing how satisfaction at the firm level affects a firm-level decision.

The purpose of this paper is to identify the variables that influence the international assignment – expatriate learning relationship and the expatriate learning – organizational learning relationship.

The paper contains a literature review of the research on expatriates' learning and organizational learning

The paper provides an integrative framework that identifies the moderating variables that influence both the relationship between the expatriate international assignment and expatriate learning as well as the relationship between expatriate learning and organizational learning. In addition, this framework specifies the process by which the international assignment influences organizational learning and shows that expatriate learning mediates this relationship. Several hypotheses were generated to provide avenues for future investigation.

The paper does not provide an exhaustive set of the moderating variables and does not focus on the interaction between situational and individual differences moderators.

Managers should pay attention to the selection, maintenance and repatriation of expatriates and facilitate the conditions under which expatriate learning and organizational learning can be maximized. To remain competitive, managers should engage in the continuous process of assessing the effectiveness of international assignments in enhancing expatriate and organizational learning.

The present research identifies the conditions that facilitate or hinder expatriate learning and organizational learning as well as the process by which international assignments influence organizational learning. Expatriate learning and organizational learning are critical for the continuous growth and competitive advantage of organizations, and, accordingly, it is imperative to study the factors and the process that influence learning in organizations, especially in response to the increasing popularity of globalization and the pressure to remain competitive.

The growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility – if only the model outputs are interpretable enough to earn the trust of consumers and buy-in from companies. To build a foundation for understanding the importance of model interpretation in image analytics, the first section of this article reviews the existing work along three dimensions: the data type (image data vs. video data), model structure (feature-level vs. pixel-level), and primary application (to increase company profits vs. to maximize consumer utility). The second section discusses how the “black box” of pixel-level models leads to legal and ethical problems, but interpretability can be improved with eXplainable Artificial Intelligence (XAI) methods. We classify and review XAI methods based on transparency, the scope of interpretability (global vs. local), and model specificity (model-specific vs. model-agnostic); in marketing research, transparent, local, and model-agnostic methods are most common. The third section proposes three promising future research directions related to model interpretability: the economic value of augmented reality in 3D product tracking and visualization, field experiments to compare human judgments with the outputs of machine vision systems, and XAI methods to test strategies for mitigating algorithmic bias.

Children suffering from cancer or cardiovascular disease, who need extended periods of treatment in hospitals, are subjected to multiple hardships apart from the physical implications, for example, experienced isolation and disrupted social and academic development. This has negative effects long after the child's recovery from the illness. The purpose of this paper is to examine the non-medical needs of children suffering from a long-term illness, as well as research the field of artificial intelligence (AI) – more specifically, the use of socially intelligent agents (SIAs) – in order to study how technology can enhance children's interaction, participation and quality of life.

Interviews were performed with experts in three fields: housing manager for hospitalized children, a professor in computing science and researcher in AI, and an engineer and developer at a tech company.

It is important for children to be able to take control of the narrative by using an SIA to support the documentation of their period of illness, for example. This could serve as a way of processing emotions, documenting educational development or keeping a reference for later in life. The findings also show that the societal benefits of AI include automating mundane tasks and recognizing patterns.

The originality of this study concerns the holistic approach of increasing the knowledge and understanding of these children's specific needs and challenges, particularly regarding their participation and interaction with teachers and friends at school, using an SIA.

Risk reporting in financial reports has a positive impact on the company and its stakeholders. The purpose of this research is to present a literature review using the bibliometric method with the title we used is Risk Reporting, and the keywords are risk disclosure, risk reporting, stakeholders, and stakeholder theory. Data processing in this chapter uses Publish or Perish (PoP) software and Vos Viewers. This study uses the Google Scholar database. The researcher scanned the journal by using Scimagojr.com to view the journal quartile. Before the search was revised, there were 230 papers from 1991 to 2021 (30 years). Researchers will see the development of risk reporting from several sides, such as the country of origin of the researcher, the type of industry that reports risk, the research methods that have been used so far, and the analysis used for reporting risk.