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The purpose of this work is to explore the new possibilities enabled by the recent introduction of RDF-star, an extension that allows for statements about statements within the Resource Description Framework (RDF). Alongside Named Graphs, this approach offers opportunities to leverage a meta-level for data modeling and data applications.

In this extended paper, the authors build onto three modeling use cases published in a previous paper: (1) provide provenance information, (2) maintain backwards compatibility for existing models, and (3) reduce the complexity of a data model. The authors present two scenarios where they implement the use of the meta-level to extend a data model with meta-information.

The authors present three abstract patterns for actively using the meta-level in data modeling. The authors showcase the implementation of the meta-level through two scenarios from our research project: (1) the authors introduce a workflow for triple annotation that uses the meta-level to enable users to comment on individual statements, such as for reporting errors or adding supplementary information. (2) The authors demonstrate how adding meta-information to a data model can accommodate highly specialized data while maintaining the simplicity of the underlying model.

Through the formulation of data modeling patterns with RDF-star and the demonstration of their application in two scenarios, the authors advocate for data modelers to embrace the meta-level.

With RDF-star being a very new extension to RDF, to the best of the authors’ knowledge, they are among the first to relate it to other meta-level approaches and demonstrate its application in real-world scenarios.

It is imperative for policymakers, financial institutions, and individual investors to comprehend the factors that impact stock market participation, given the growing significance of the stock market in terms of personal and national wealth. This study endeavours to explore the relationship between cognitive ability and participation in the stock market. We examine the relationship between cognitive abilities and stock market participation, and further explore the mechanism of their influence.

The data from the China Family Panel Studies is utilized, and Tobit and Probit regressions are employed. Additionally, an instrumental variable approach (IV-estimate) is implemented to address the endogeneity issue linked to cognitive ability, and the study’s findings are resilient.

The results reveal a significant positive relationship between cognitive ability and stock market participation. Additionally, the findings suggest that households with higher cognitive ability tend to aggregate more information, expand social networks, and take more risks. A likely explanation is that individuals with higher cognitive ability are more likely to process more external information and evaluate the subjective uncertainty of stock markets based on a well-defined probability distribution. Our findings indicate that the impact of cognitive ability on stock market participation varies among families with differing education levels, genders, marital statuses, and geographical locations.

Therefore, the roles of cognitive abilities in accelerating stock market participation should be fully considered. More information channels and sources that contain financial markets’ information (e.g. mobile applications and financial education) should be provided. Thus, the significance of cognitive ability in increasing stock market participation should be fully considered. Providing more information channels and sources, such as mobile applications and financial education, that contain financial markets’ information would be helpful. Our study contributes to promoting financial literacy and inclusion by highlighting the significant positive impact of cognitive ability, where institutions can tailor their outreach efforts and information channels to better serve individuals with different cognitive ability.

Since COVID-19, many services have burgeoned within the UK, but what about sexual minorities? Since the last review, there are appropriate therapies, but there is often inadequate research. The purpose of this mixed-method review synthesis looking into the efficacy of psychological therapies for sexual minorities. Seven studies were found in total.

A mixed-method review synthesis, three studies looking into the efficacy of psychological therapies for sexual minorities and four studies addressing the experiences of sexual minorities partaking in psychological therapies were identified.

These included three quantitative and four qualitative studies. The minority stress hypothesis is used to formulate problems, but challenges remain to confidentiality and privacy in this context. Therapists still operate within the heteronormative framework, discounting intersectionality in therapy conversations.

Most studies have had low retention rates since 2021. It shows that minority stress needs to be accounted for at the ethics committee and research delivery levels.

Applying a heteronormative framework to sexual minorities is not working. An alternative progress world view is needed.

Health-care clinicians strive for equitable care. Unfortunately, using an equitable health service scale adapted from Levesque et al. (2013), the rating is 3 out of 6. More work is needed to improve services.

Some services are reporting much improvement post-pandemic. Sadly, this is not the case for sexual minorities. Individual and systemic barriers remain.

While past research has explored how opting-out enables mothers to break free from masculinist organizational cultures, less attention has been given to how they resist disciplinary power that constitutes and governs their subjectivities. This paper aims to add to the discussion of opting-out as a site of power and resistance by proposing the concept of “constructive resistance” as a productive vantage point for investigating opted-out mothers' subversive practices of self-making.

This Malaysian case study brings together the notion of constructive resistance, critical narrative analysis and APPRAISAL theory to examine the reflective stories of eighteen mothers who exited formal employment. These accounts were collected through an open-ended questionnaire and semi-structured email interviews.

The mothers in the sample tend to construct themselves in two main ways, as (1) valuable mothers (capable, tireless, caring mothers who are key figures in their children's lives) and (2) competent professionals. These subjectivities are parasitic on gendered and neoliberal ideals but allow the mothers to undermine neoliberal capitalist work arrangements that were incongruent with their personal values and adversely impacted their well-being, as well as refuse organizational narratives that positioned them as “failed” workers.

Whereas power is primarily seen in previous opting-out scholarship as centralized and constraining, this case study illustrates how the lens of constructive resistance can be beneficial for examining opted-out mothers' struggles against a less direct form of power that governs through the production of truths and subjectivities.

The past years have seen more studies exploring corporate sustainability performance (CSP) and firm performance nexus, but there has been a lack of analysis using bibliometric studies. This study aims to provide a structure for the CSP-firm performance relationship to gain valuable insights for further research.

Bibliometric analysis was carried on 462 articles from the Scopus database spanning 1987–2022 using VOSviewer and R software Bibliometrix.

The study overviews the most notable articles, authors, journals, countries and institutions. Four main clusters are identified to determine research themes using bibliographic coupling (documents). Additionally, co-occurrence analysis (keywords) reveals three themes indicating current and future research trends.

The study presents an overview of the evolution of research on CSP-firm performance nexus. This work consolidates bibliometric analysis and systematic literature review on CSP and firm performance, covering all significant work on the topic and presenting the field's knowledge map and future research directions.