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With the advancement of novel forms of text mining techniques, new possibilities have opened up to conduct large-scale content analysis of educational research from an international and comparative perspective. Since educational research tends to convey great variation based on country-specific circumstances it constitutes a good testbed for context-rich depictions of the knowledge formation within a given research field.

In this article, the authors compare the educational research that has been produced by scholars in Singapore and Sweden. The article begins by providing a rich overview of what has characterised the formation and institutionalization of educational research in public policy. After this background they map the knowledge formation of education by means of a comparative bibliometric approach using words from abstracts, titles and keywords published in 9017 peer-reviewed articles between 2000 and 2020. First, the authors describe the dominant topics in each country using topic modelling techniques. Secondly, the authors identify the most distinguishing discourses when comparing the two countries.

The findings illustrate two ideal-types for conducting educational research: Singapore being more centralised, practically-oriented, quantitative and uncritical, whereas Sweden is decentralised, pluralistic, qualitative and critical in orientation. After having mapped out the prevailing topics among researchers working in these locations, the authors connect these findings to larger debates on rivalling knowledge traditions in educational scholarship, the role of the state and the degree of autonomy within higher education.

Through large scale text mining techniques, researchers have begun to explore the semantic composition of various research fields such as higher education research, research on lifelong learning, or social science studies. However, the bibliometric method has also been criticised for creating “mega-national comparisons” that suffer from a lack of understanding of the national ramifications of various research pursuits. The authors’ study addresses these shortcomings and provides a rich depiction of educational research in Singapore and Sweden. It zooms in on the relationship between each country's institutional histories, research priorities and semantic output.

The purpose of this paper is to describe risk and protective factors for symptoms of post-traumatic stress disorder (PTSD) experienced over a 1.5-year period among both frontline and “non-traditional” responders to the 2010 and 2011 earthquakes in Christchurch, New Zealand.

A longitudinal survey administered to Christchurch workers with referents from the city of Hamilton at 6, 12 and 18 months after the 2011 earthquake. Potential risk and protective determinants were assessed by questionnaire items at baseline and over time, the outcome being PTSD as assessed by the PTSD Checklist-Civilian version. A longitudinal latent class analysis identified groups with similar trajectories of PTSD.

A total of 226 individuals, 140 (26 per cent) from Christchurch and 86 (16 per cent) from Hamilton, participated at baseline, 180 at 12 and 123 at 18 months, non-traditional responders forming the largest single group. Two latent classes emerged, with PTSD (21 per cent) and without PTSD (79 per cent), with little change over the 18-month period. Class membership was predicted by high scores in the Social Support and Impact of Events scale items, Health-related Quality of Life scores being protective. PTSD scores indicative of distress were found in females, and predicted by burnout risk, behavioural disengagement and venting.

Non-traditional responders should be screened for PTSD. Social support should be considered with the promotion of adaptive coping mechanisms.

The strength was longitudinal follow-up over an 18-month period, with demonstration of how the potential determinants influenced the course of PTSD over time.

This paper aims to understand the popular themes of coronavirus disease 2019 (COVID-19)-related online misinformation in Bangladesh and to provide some suggestions to abate the problem.

This paper discusses online COVID-19-related misinformation in Bangladesh. Following thematic analyses, the paper discusses some dominant misinformation themes based on the data collected from three fact-checking websites of Bangladesh run by media professionals and scholars.

COVID-19-related online misinformation in Bangladesh has six popular themes: health, political, religious, crime, entertainment and miscellaneous. To curb misinformation, many initiatives have been taken so far that have produced little success. This paper briefly proposes the implementation of an experimental two-way misinformation prevention technique for a better result.

Acknowledging previous initiatives, this paper discusses the major themes and offers additional solutions to reduce online misinformation which would benefit academics as well as policymakers.

Homelessness is a colossal issue, precipitated by a wide array of social determinants, and mirrored in substantial health disparities and a revolving hospital door. Connecting people to safe and secure housing needs to be part of the health system response. The paper aims to discuss these issues.

This mixed-methods paper presents emerging findings from the collaboration between an inner city hospital, a specialist homeless medicine GP service and Western Australia’s inaugural Housing First collective impact project (50 Lives 50 Homes) in Perth. This paper draws on data from hospitals, homelessness community services and general practice.

This collaboration has facilitated hospital identification and referral of vulnerable rough sleepers to the Housing First project, and connected those housed to a GP and after hours nursing support. For a cohort (n=44) housed now for at least 12 months, significant reductions in hospital use and associated costs were observed.

While the observed reductions in hospital use in the year following housing are based on a small cohort, this data and the case studies presented demonstrate the power of care coordinated across hospital and community in this complex cohort.

This model of collaboration between a hospital and a Housing First project can not only improve discharge outcomes and re-admission in the shorter term, but can also contribute to ending homelessness which is itself, a social determinant of poor health.

Coordinated care between hospitals and programmes to house people who are homeless can significantly reduce hospital use and healthcare costs, and provides hospitals with the opportunity to contribute to more systemic solutions to ending homelessness.

The purpose of this paper is to investigate how horizontal collaboration aids organisations in responding to modern slavery legislation and in gaining a socially sustainable competitive advantage.

Action research has been conducted in the textiles and fashion industry and a relational perspective adopted to interpret five collaborative initiatives taken to tackle modern slavery (e.g. joint training and supplier audits). The primary engagement has been with a multi-billion pound turnover company and its collaborations with 35 brands/retailers. A non-government organisation and a trade body have also participated.

Successful horizontal collaboration is dependent on both relational capital and effective (formal and informal) governance mechanisms. In collaborating, firms have generated relational rents and reduced costs creating a socially sustainable competitive advantage, as suggested by the relational perspective. Yet, limits to horizontal collaboration also exist.

The focus is on one industry only, hence there is scope to extend the study to other industries or forms of collaboration taking place across industries.

Successful horizontal collaborative relationships rely on actors having a similar mindset and being able to decouple the commercial and sustainability agendas, especially when direct competitors are involved. Further, working with non-business actors can facilitate collaboration and provide knowledge and resources important for overcoming the uncertainty that is manifest when responding to new legislation.

Social sustainability improvements aim to enhance ethical trade and benefit vulnerable workers.

Prior literature has focussed on vertical collaboration with few prior studies of horizontal collaboration, particularly in a socially sustainable supply chain context. Moreover, there has been limited research into modern slavery from a supply chain perspective. Both successful and unsuccessful initiatives are studied, providing insights into (in)effective collaboration.