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The aims of this study are to identify and analyse prevalent gender roles and the persistence of sexist stereotypes among teachers in training in Spain, to determine the reasons for them and suggest solutions for eradicating sexist prejudices.

A gender role questionnaire was administered to 1260 workers from 54 different professions who were enrolled on a postgraduate training course to qualify as secondary education teachers. The instrument contained six variables for both quantitative and qualitative analysis: professional work, family (looking after children), feelings and emotions, household chores, body image and free time.

Household chores, looking after children and gender roles linked to body image were those most indicated by both men and women. It is concluded that men participate little in bringing up children and household chores and that women continue to shoulder the responsibility. Both are concerned about their body image, but women have little self-acceptance of and satisfaction with their bodies and a stronger sense of being judged by how they look. Gender stereotypes persist, despite extensive legislation in Spain since 2004.

The study has limitations deriving from its choice of convenience sampling. Although it includes participants from six Spanish autonomous communities, the number from each region is not very high. Nevertheless, the sample is representative of almost all branches of knowledge (54 professions). Another limitation concerns the images used in the research instrument as a data collection strategy insofar, as they could not be obtained from a data bank specific to the research subject but instead had to be found in databases of general images. It can be inferred that a data collection strategy without any danger of bias would be to encourage each participant to design their own images, reflecting their perceptions and auto-perceptions of gender roles and stereotypes. The fact that there were no pre-existing studies using this type of research instrument in education sciences was a handicap for the investigation. Despite these methodological limitations, the results of the study may serve as a basis for implementing specific future actions originating from any area – but especially from the area of education – aimed at teaching people about equal roles in order to eliminate sexist sterotypes. This research was carried out as part of the Proyecto Diseño y Atención a las Oportunidades de Género en la Educación Superior (Project on Design and Gender Equality of Opportunities in Higher Education) funded by the Vicerrectorado de Cooperación al Desarrollo (Office for University Cooperation for Development) at the University of Alicante (Spain).

Spanish legislation has not been able to promote significant changes in the performance of traditional gender roles or to eliminate sexist stereotypes that perpetuate imbalances between men and women. The ideal and prevalent model of a Spanish woman is still that of a “self-sacrificing mother”, responsible for the household chores and childcare. She must combine this first job with a second profession, and, in addition, she must have a “desirable physical image”. The study puts forward various possible solutions for reducing and/or eradicating sexist attitudes with the participation of different social agents and in particular through education. The investigation could be of use when carrying out specific cross-sectional interventions on the subject of gender equality with students on postgraduate teacher training courses, for the purposes of encouraging the elimination of stereotypes and strengthening the capacity for critical judgement, positive self-concept and self-esteem.

The study may be useful for carrying out specific and transversal university training interventions in postgraduate teacher training on gender equality aimed at promoting the elimination of stereotypes, the strengthening of critical judgement capacity, positive self-concept and self-esteem.

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.