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This paper attempts to investigate through empirical exercise how the chances of female employment opportunities rise in a developing country like India, against the backdrop of changes in institutions that are associated with globalization.

The paper develops a simultaneous equation model through a growth equation, gender equation and globalization equation to identify the factors impacting female labor market opportunities in India, based on annual time series data 1991–2019.

The major results of this study are as follows: (1) It is social globalization that positively impacts gender equality in employment opportunities apart from economic growth and trade diversification; (2) Evidence of “feminization of labor force” in the context of trade diversification is found; and (3) Equal gender opportunities reflect in equalizing outcomes in the labor market.

Growth strategies need to be constructed in such a way in India that it has redistributive implications and benefits women. The state agency needs to optimize the productive base of human resources and increase women's empowering capability through social and legal sanctions.

The uniqueness of the present paper lies in contributing to the existing literature on how gender inequality impacts trade diversification and how trade diversification impacts gender.

The purpose of this paper is to investigate the relationship of inheritance tax behavior with normative value principles and factors found relevant for income tax compliance. Also, it examines the influence of affectedness and earmarking on inheritance tax compliance. Furthermore, it compares two countries similar in tax morale, tax culture as well as dominant normative value principles, Austria and Germany, of which one – Germany – levies inheritance taxes and the other – Austria – is debating its reintroduction.

A two (affected vs nonaffected) by two (Austria vs Germany) by two (inheritance tax vs stock profit tax) by three (no earmarking vs social justice earmarking vs equality of opportunity earmarking) experimental online questionnaire was conducted with 296 Austrians and 230 Germans.

Normative value principles and other socio-psychological variables play an important role concerning inheritance tax behavior. Affectedness does not influence inheritance tax compliance. Earmarking inheritance tax to projects corresponding to these value principles increases inheritance tax compliance in the Austrian sample and could represent a measure to increase inheritance tax compliance in countries implementing inheritance tax or increasing inheritance tax.

This study draws a comprehensive picture of the socio-psychological variables relevant to inheritance tax behavior and tests the effect of earmarking as a policy measure to increase inheritance tax compliance.

Objectively evaluating the fairness of the algorithm, exploring in specific scenarios combined with scenario characteristics and constructing the algorithm fairness evaluation index system in specific scenarios.

This paper selects marketing scenarios, and in accordance with the idea of “theory construction-scene feature extraction-enterprise practice,” summarizes the definition and standard of fairness, combs the application link process of marketing algorithms and establishes the fairness evaluation index system of marketing equity allocation algorithms. Taking simulated marketing data as an example, the fairness performance of marketing algorithms in some feature areas is measured, and the effectiveness of the evaluation system proposed in this paper is verified.

The study reached the following conclusions: (1) Different fairness evaluation criteria have different emphases, and may produce different results. Therefore, different fairness definitions and standards should be selected in different fields according to the characteristics of the scene. (2) The fairness of the marketing equity distribution algorithm can be measured from three aspects: marketing coverage, marketing intensity and marketing frequency. Specifically, for the fairness of coverage, two standards of equal opportunity and different misjudgment rates are selected, and the standard of group fairness is selected for intensity and frequency. (3) For different characteristic fields, different degrees of fairness restrictions should be imposed, and the interpretation of their calculation results and the means of subsequent intervention should also be different according to the marketing objectives and industry characteristics.

First of all, the fairness sensitivity of different feature fields is different, but this paper does not classify the importance of feature fields. In the future, we can build a classification table of sensitive attributes according to the importance of sensitive attributes to give different evaluation and protection priorities. Second, in this paper, only one set of marketing data simulation data is selected to measure the overall algorithm fairness, after which multiple sets of marketing campaigns can be measured and compared to reflect the long-term performance of marketing algorithm fairness. Third, this paper does not continue to explore interventions and measures to improve algorithmic fairness. Different feature fields should be subject to different degrees of fairness constraints, and therefore their subsequent interventions should be different, which needs to be continued to be explored in future research.

This paper combines the specific features of marketing scenarios and selects appropriate fairness evaluation criteria to build an index system for fairness evaluation of marketing algorithms, which provides a reference for assessing and managing the fairness of marketing algorithms.

Algorithm governance and algorithmic fairness are very important issues in the era of artificial intelligence, and the construction of the algorithmic fairness evaluation index system in marketing scenarios in this paper lays a safe foundation for the application of AI algorithms and technologies in marketing scenarios, provides tools and means of algorithm governance and empowers the promotion of safe, efficient and orderly development of algorithms.

In this paper, firstly, the standards of fairness are comprehensively sorted out, and the difference between different standards and evaluation focuses is clarified, and secondly, focusing on the marketing scenario, combined with its characteristics, key fairness evaluation links are put forward, and different standards are innovatively selected to evaluate the fairness in the process of applying marketing algorithms and to build the corresponding index system, which forms the systematic fairness evaluation tool of marketing algorithms.

During the last three decades or so, the introduction of gender studies into higher education in Romania as a field of teaching and research has proved to be a very uneven and sometimes precarious process. The notion of gender has not been properly integrated into scholarly research, and women’s and gender studies have therefore been seen as an appendix to mainstream research in the humanities and the social sciences. This chapter aims at providing a meaningful picture of how gender studies have become part of the higher education system in Romania, what challenges have been met on the way and what future gender studies have in the education landscape. It also provides a comprehensive overview of the significance and importance of the TARGET project for the implementation of the first gender equality plan in the Romanian higher education system.

This paper is aimed at describing and analysing what school organisers express when they network to expand the access and application of digital technologies in educational systems. Digital technologies develop rapidly in society, creating challenges and opportunities in people’s lives. Schools have an important task: to prepare young people for a future permeated by digital technology.

Participant observations and semi-structured interviews were used to describe and analyse how school organisers describe digitalisation work in the educational system.

The findings show that school organisers describe digital competence and providing support to schools as being important for expanding the access and application of digital technologies in the educational system. They also talk about equality connected to digitalisation work, changes in organisations, the importance of a holistic perspective, and a gold thread. They furthermore explain that networks, a sharing culture, good relations, and good communication enable digitalisation work. In addition, they point out that the lack of time, attitudes towards digital technologies, the lack of digital competence, and resistance to change are some of the constraints for digital technologies in the educational system.

School organisers need to implement digitalisation policies, which can be problematic because they work strategically to support operational activities.

This paper contributes knowledge about school organisers’ work to expand the access and application of digital technologies in the educational system.

This introduction aims to set the context for the subsequent chapters that problematize various aspects of social justice, equity, and inclusion through particular lenses, and/or methodologies. This is done by presenting the ‘problem’ of social justice and equity in education, while simultaneously making links with the Sustainable Development Goals (SDGs). The term ‘social justice’ is appearing in numerous public texts and discourses within the education field, thus becoming a key concept in current education policy and practice. Moreover, the concept of social justice is crucial to theorizing about education and schooling, consequently being considered by politicians, policymakers, and practitioners in their thinking about the nature of education and the purpose of schools. Regrettably, education practitioners, researchers, and policymakers often utilize this umbrella term (social justice) while leaving out salient details about its social, cultural, economic, and political bearing. Notwithstanding the unanimous agreement on the desirability of social justice as an educational goal, this is complemented by a parallel contestation over its actual meaning and application in relation to schooling, that is, in relation to the formulation of policy and how it is to be included in practice. This chapter seeks to unravel the conceptual confusion around the terms social justice, equity, and inclusion in relation to schooling and education, through an exploration of the existing literature in the field.

The purpose of this paper is to analyze the functioning of a non-sanction “soft” gender quota policy structure (a simple recommendation), using the case of Spain. In the first part of the paper, the authors have reported the dismal improvement regarding the increase of female percentage presence in the companies’ boards of members.

The authors provide a detailed sectorial analysis and a classification of board members by type (executive, proprietary, independent and other external). In the second part, the authors exploit the fact that since 2013, the stock-listed companies are legally obliged to respond to a series of questions on gender diversity issues in their annual reports. Using this requirement, the authors perform an analysis using text processing techniques. The authors find that “self-plagiarism” is common in the responses – i.e. they copy responses from previous years – as well as “plagiarism” – i.e. they copy responses from other companies in previous years.

The insufficient progress in respect to the goals of the Law of Equality of 2007 (enacted by Spanish authorities) and the lack of interest that can be inferred from the companies’ responses included in their annual reports lead the authors to consider the necessity of changing the law on the corporate policies gender quotas in Spain.

It is the first study that realizes this type of analysis for Spain.

Sustainable Development Goals (SDG) 5 and 8, respectively, indicate that decent work and gender equality are challenges that business organizations must face in order to achieve the social well-being and sustainable development of communities. Considering these goals, the present article aims to define the concept of fair work and examine the current degree of knowledge among staff in the hotel sector in Barcelona about the indicators of the Fair Labor Responsible Hotels (HJLR) certification.

A mixed methodology is used to analyze the primary data. A survey of 248 employees is complemented by nine semi-structured interviews with experts, general managers and heads of department of independently owned hotels and national and international chains.

The results show that this certification is necessary for the economic and social sustainability of the hospitality sector and to raise awareness that fair work is an urgent need. However, these currently tend to be little more than artificial actions.

The paper aims to emphasize the perspective of real actors in hotel industry about the actors' considerations of fair work to enhance the actors' job involvement and satisfaction.

Educators have had good reason to be concerned with social justice in a context where diversity has become more pronounced in both our schools and communities, with widening divisions between the advantaged and the disadvantaged. Internationally, increasing emphasis has been placed on utilizing the role of school leadership to address issues of social justice and equality, within a scenario where comparative studies of the performance of educational systems dominate the policy imagination globally, thus leading to increased pressure on school systems. This chapter presents a problematization of the social justice concept within education as presented in the literature, while setting out to critique this concept as an educational goal, as well as the role educational leadership is expected to play in the promotion of equity and social justice discourses through the lens of Actor-Network Theory (ANT). This theoretical chapter has implications for theory, policy, and practice.

This brief considers how small and specialist higher education providers in England have approached creating an inclusive learning community, particularly focusing on ethnically diverse students. It notes that sector efforts are surrounded by controversy and sometimes viewed by politicians or the media as either misunderstood, deliberately positioned as “wokery” or against the principles of free speech. Yet there is substantial evidence and a regulatory requirement to improve the student experience and outcomes of diverse students. Through the models of anti-racism and allyship, GuildHE has created a package of support for small and specialist institutions to navigate the complexities of institutional change. This brief provides examples of how our members have made positive steps to become more inclusive, thoughtful, knowledgeable and impactful and provides recommendations to government, HEIs and individuals to continue to improve experiences and outcomes for students.