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Develop a comprehensive framework for assessing the knowledge organization systems (KOSs), including the taxonomy of Wikipedia and the ontologies of Wikidata, with a specific focus on enhancing management and retrieval with a gender nonbinary perspective.

This study employs heuristic and inspection methods to assess Wikipedia’s KOS, ensuring compliance with international standards. It evaluates the efficiency of retrieving non-masculine gender-related articles using the Catalan Wikipedian category scheme, identifying limitations. Additionally, a novel assessment of Wikidata ontologies examines their structure and coverage of gender-related properties, comparing them to Wikipedia’s taxonomy for advantages and enhancements.

This study evaluates Wikipedia’s taxonomy and Wikidata’s ontologies, establishing evaluation criteria for gender-based categorization and exploring their structural effectiveness. The evaluation process suggests that Wikidata ontologies may offer a viable solution to address Wikipedia’s categorization challenges.

The assessment of Wikipedia categories (taxonomy) based on KOS standards leads to the conclusion that there is ample room for improvement, not only in matters concerning gender identity but also in the overall KOS to enhance search and retrieval for users. These findings bear relevance for the design of tools to support information retrieval on knowledge-rich websites, as they assist users in exploring topics and concepts.

The purpose of this study is to get an understanding regarding the clusters of middle management employees on the basis of their knowledge sharing behaviour. Designing knowledge sharing behaviors with a distinct focus for a specified group of employees can be an effective and productive one. As it is often argued that the cluster of employees labeled as “middle management” is the key player for knowledge sharing behaviors – a subject of this study that intends to contribute to management strategy to enhance organizational effectiveness and subsequently to its knowledge sharing phenomona.

Cluster analysis was adopted as key tool as a part of quantitative method to accumulate the data from 597 employees who are working within the middle management of service sector located in the union territory of India named Jammu and Kashmir.

Three distinct segments namely – “knowledge sharing adepts (KSA),” “knowledge sharing scrupulous (KSC)” and “knowledge sharing servitudes (KSE)” as the prime domains of knowledge sharing behavior are identified.

To draw a narrow focus, the study was limited to the service sector of a union territory in India, hence the findings may not be generalized. Furthermore, as knowledge sharing behavior of individuals is always evolved out of social and historical practices, findings of this cross-sectional study should ideally be needed to be updated time to time through further research.

Cluster dynamicism of knowledge sharing behavior based on the differentiated and specified group of employee functions distinctly which in turn increases the organizational productivity with a particular focus on the mid-management of the service sector – a key managerial implication of this study.

To the best of the authors’ knowledge, this research paper is the first of its kind in Jammu and Kashmir adding value to the international literature in the area of knowledge sharing behaviors of service sector.

The purpose of this paper is to empirically analyze the impact of social inclusion factors and foreign fund inflows on reducing gender-based unemployment in India.

A time series data set for the period of 1991–2021 has been considered, and an autoregressive distributed lag methodology has been applied to measure the short- and long-run impact of social inclusion and foreign fund inflows on reducing gender-based unemployment in India.

According to the study’s findings, both social inclusion and foreign fund inflows are critical factors for reducing male unemployment. However, in the case of female unemployment, only social inclusion factors play an important role, whereas foreign fund inflows have no role in it.

Analyzing the factors that affect gender-based unemployment has always been a grey area in literature. There are very few studies that capture gender-based unemployment in India, making this study a novice contribution. Second, it examines the relationship between foreign fund inflows, social inclusion and unemployment, which is another novel area of investigation. Finally, this study provides comprehensive and distinct results for both male and female unemployment that can help policymakers devise gender-based unemployment policies.

This study aims to use a novel approach, focusing on the manager’s gender, to explore whether it acts as a differentiator in the following aspects of tourist accommodation companies in Extremadura (Spain): the level of information and communication technology (ICT) specialisation of employees, managers’ knowledge of ICTs and the social media and online tourism platform use intensity of managers.

A questionnaire was sent to 238 accommodation companies. The data collected from the questionnaire were analysed using statistical inference techniques and linear and logistic regression.

In general, ICT specialist profiles are more common amongst the employees of male-led companies. Male managers also use Booking and analyse online feedback more intensively. There appear to be no gender-based differences in terms of the ICT knowledge of managers.

These results highlight issues of major practical interest for the sector’s managers and decision makers, especially in Extremadura. They reveal the digital divide in certain aspects between men- and women-led firms in Extremadura. This finding has important consequences for the sector in terms of competitiveness. It highlights the need to continue working to eradicate gender gaps in digital settings.

The study shows the role of the manager’s gender as a differentiating factor in terms of the existence of specialist ICT profiles and ICT use intensity in tourism companies. To the best of the authors’ knowledge, this study provides the first evidence of such a finding for the tourism sector in general, as well as for the specific case of a rural destination such as Extremadura.

This study explores the opportunities for a gender-inclusive architecture, engineering and construction (AEC) industry, focussing on the gap between architectural education and practice. This study focusses on three research questions: (1) What factors influence women architects' career retention and advancement in the AEC industry? How can practice outcomes be linked with educational approaches for gender inclusion in the AEC industry? (3) What critical factors can enable structural changes in architecture education, including AEC-related subjects and practice/career pathways towards gender equity?

This paper is based on a systematic literature review (SLR). The established timeframe for selecting papers in this study considered the last 20 years, as various seminal studies in feminism and gender inclusion in architecture emerged in the early 2000s through the definition of keywords used in two prestigious databases. The academic articles selected were filtered through a process of inclusion and exclusion, following criteria for suitability and relevance using a Preferred Reporting Items for Systematic Reviews (PRISMA) diagram.

This study revealed key trends in the literature review consistent with the research questions, including (1) the disproportionate struggles women face at individual, interpersonal and organisational levels and the gender-based bias from entry and progression in the AEC industry that also requires multi-level interventions; (2) traditional architecture education affects female students and educators who find networking, social capital and leadership opportunities to challenge gender-based stereotypes and promote workplace equity, and finally, (3) observe enablers for fostering equity in architecture and education, which should not be limited to policy-driven interventions but structural transformations through transparency, mentorship, leadership, awareness raising and empowerment of women and men, promoting inclusivity and gender equity in the AEC industry.

This study considers a global understanding of gender equity in the AEC industry, regional and country-specific analysis needs to be considered in future studies. The study's focus is on women’s inclusion, acknowledging the limitations of conventional binary gender concepts; future studies need to include the experiences of LGBTI + communities and other underrepresented groups. The literature review considers only academic articles; future research should also consider industry reports, government initiatives and organisational documents for a broader understanding of diversity efforts in business.

This paper observes the issues for gender-inclusive architecture within the context of a male-dominant AEC industry through linking architectural education and practice. Studies rarely focus on this link and address workplace issues. This study highlights this link and extends the discussion through the critical literature review, providing a new ground for geographic-specific or intersectional studies.

Despite several policies in the Arab Gulf States aimed at promoting women’s empowerment through employment, women’s career progress has not met the expected gains. Workplace empowerment is a critical aspect of women’s economic empowerment. Therefore, this paper aims to investigate the factors that contribute to workplace empowerment for women in the Qatari public sector.

This research uses a mixed-methods approach to explore workplace empowerment among female civil servants in the State of Qatar. The study combines surveys (N = 310) and interviews (N = 30) and uses an inductive thematic approach that considers women’s narratives as the primary source of knowledge construction.

The authors’ findings strongly suggest that perception-related factors have a more significant impact on workplace empowerment than structural ones. The results indicate that feelings of disempowerment are influenced by perceptions of gender-based discrimination, poor relationships with supervisors and dissatisfaction with work–life balance. Women feel empowered when they have access to decision-making opportunities and perceive that their workplace supports their professional growth and advancement.

Although this paper focuses solely on women’s perceptions, additional research is necessary to compare the experiences of both men and women regarding workplace empowerment. While individual and organizational factors were examined in this paper, future studies should also consider societal factors. The results highlight the importance of equal and supportive organizational practices and cultures to foster empowerment among women in the workplace, providing valuable insights for policymakers.

This paper addresses a critical research gap on the intersection of gender, work and management in the Middle East. It responds to the need for more diverse contextual research on Arab women’s work experiences and provides methodological diversity by using an exploratory, mixed-methods design with a grounded approach. The study highlights the interaction between structural and psychological factors, emphasizing the gap between policies and resources and women’s lived experiences and perceptions of workplace empowerment.

The purpose of this study is to understand the role and impact of gender on reading habits. It is an attempt to explore the probable reason why or why not gender differences take place concerning reading time, reading purpose, reading resources and digital devices among undergraduate students in the digital environment.

For this study, the researcher used a survey-based approach. To accomplish the study’s goals, a meticulously designed questionnaire has been disseminated among undergraduate students in selected colleges located in the western district of Tripura, a northeastern state in India.

The study found that female respondents have a slightly higher level of liking for reading than males. For both genders, the major purpose of reading is to enhance their knowledge unvaryingly. Furthermore, it has been observed that female respondents read electronic and print reading material more frequently compared to their male counterparts. Female respondents read fiction more frequently than males in print form. Both genders have more ease in reading print resources than digital resources. Among all digital devices, respondents are most competent at using mobile devices and prefer them for digital reading.

As part of the pilot study, investigators surveyed a limited sample population, where the participation of students was further lower because of the unavailability of students.

The gender-based level of competency with digital devices is studied as a variable among the adult population to measure its correlation with reading habits.

This final chapter of this comprehensive volume serves as a pivotal culmination, offering profound insights into the multifaceted realm of family planning, with a dedicated focus on empowering marginalized communities and advancing sustainable development. Drawing from lessons learned across diverse Asian contexts, this chapter encapsulates the critical importance of family planning as a catalyst for broader development outcomes. It underscores the empowerment of marginalized communities, integrating access to healthcare, education, economic opportunities, and gender equity as central pillars. Furthermore, this chapter delves into the unique lessons derived from the experiences of Bangladesh, a nation exemplifying remarkable strides in family planning. It also emphasizes the significance of context-specific policies, programs, and cross-country collaborations. This book’s concluding chapter presents forward-looking directions for holistic approaches, inclusivity, data-driven decision-making, partnerships, youth engagement, climate resilience, and more. This chapter not only consolidates this book’s invaluable findings but also paves the way for a future where family planning becomes an even more integral part of sustainable development.

This chapter provides a comprehensive exploration of the pivotal role of family planning in advancing sustainable development goals (SDGs). It elucidates the intrinsic connection between family planning and sustainable development, scrutinizes the harmonization of family planning initiatives with SDG targets and indicators, gleans insights from global approaches, and identifies formidable challenges, with a particular focus on marginalized communities. This chapter culminates with a set of substantial recommendations aimed at surmounting these challenges and propelling SDG attainment through the prism of family planning.

This chapter focuses on the intricacies of marginalized communities in Bangladesh. It provides an in-depth understanding of these communities, considering their sociocultural backgrounds and the challenges they face. This chapter introduces the empowerment paradigm, highlighting the importance of empowering marginalized groups as a catalyst for positive change. It further explores various strategies and initiatives designed to uplift these communities, emphasizing the pivotal role of family planning in this process. By examining the transformative impact of family planning on marginalized communities, this chapter underscores how it can lead to improved health, education, economic opportunities, gender equality, and overall community development in the Bangladeshi context.