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Historical newspaper collections provide a wealth of information about the past. Although the digitization of these collections significantly improves their accessibility, a large portion of digitized historical newspaper collections, such as those of KBR, the Royal Library of Belgium, are not yet searchable at article-level. However, recent developments in AI-based research methods, such as document layout analysis, have the potential for further enriching the metadata to improve the searchability of these historical newspaper collections. This paper aims to discuss the aforementioned issue.

In this paper, the authors explore how existing computer vision and machine learning approaches can be used to improve access to digitized historical newspapers. To do this, the authors propose a workflow, using computer vision and machine learning approaches to (1) provide article-level access to digitized historical newspaper collections using document layout analysis, (2) extract specific types of articles (e.g. feuilletons – literary supplements from Le Peuple from 1938), (3) conduct image similarity analysis using (un)supervised classification methods and (4) perform named entity recognition (NER) to link the extracted information to open data.

The results show that the proposed workflow improves the accessibility and searchability of digitized historical newspapers, and also contributes to the building of corpora for digital humanities research. The AI-based methods enable automatic extraction of feuilletons, clustering of similar images and dynamic linking of related articles.

The proposed workflow enables automatic extraction of articles, including detection of a specific type of article, such as a feuilleton or literary supplement. This is particularly valuable for humanities researchers as it improves the searchability of these collections and enables corpora to be built around specific themes. Article-level access to, and improved searchability of, KBR's digitized newspapers are demonstrated through the online tool (https://tw06v072.ugent.be/kbr/).

The purpose of this study is to offer a checklist that can be used for both creating and evaluating digital collections, which are also sometimes referred to as data sets as part of the collections as data movement, suitable for computational use.

The checklist was built by synthesising and analysing the results of relevant research literature, articles and studies and the issues and needs obtained in an observational study. The checklist was tested and applied both as a tool for assessing a selection of digital collections made available by galleries, libraries, archives and museums (GLAM) institutions as proof of concept and as a supporting tool for creating collections as data.

Over the past few years, there has been a growing interest in making available digital collections published by GLAM organisations for computational use. Based on previous work, the authors defined a methodology to build a checklist for the publication of Collections as data. The authors’ evaluation showed several examples of applications that can be useful to encourage other institutions to publish their digital collections for computational use.

While some work on making available digital collections suitable for computational use exists, giving particular attention to data quality, planning and experimentation, to the best of the authors’ knowledge, none of the work to date provides an easy-to-follow and robust checklist to publish collection data sets in GLAM institutions. This checklist intends to encourage small- and medium-sized institutions to adopt the collection as data principles in daily workflows following best practices and guidelines.

Public education in the United States is White, middle class, and urban/suburban normed. However, in the past decade, national population trends show an increase in minority populations, particularly in the southeastern United States. This trend has resulted in a cultural mismatch between teachers who are not trained in strategies that are responsive to the needs of a diverse student population. Novice teachers in a rural school district in eastern North Carolina participated in a study to examine the degree to which they were prepared to successfully interact with their culturally diverse student populations through the lens of culturally relevant classroom management (CRCM), based on their training at either historically White (HWIs) or Black (HBCUs) postsecondary institutions. As part of this larger study, we found that teachers trained at HWIs, although well-intentioned, enter the classroom far less prepared than their HBCU-trained counterparts. However, for both groups of novice teachers, intercultural interactions earlier in their lives seem to have a greater influence than institutional effects on effective, culturally relevant classroom management practices.

This paper introduces a new distance learning course, “Working with our environment: technology for a sustainable future”. An inter‐disciplinary team within the Technology Faculty of the Open University developed this undergraduate course, which enrols over 1,500 students per year. One of the overall course aims is to help students understand how the use of technology to meet human material needs contributes to environmental effects. The process of producing this course, its philosophy, aims and design will be briefly discussed. At the start of the course a lifestyle environmental assessment activity, called EcoCal, is integrated within students’ study materials. The activity enables students to assess the main impacts on the environment arising from their own households’ consumption of transport, energy, food and water and production of waste. Through the use either of a printed questionnaire or publicly available software students can calculate their “ecological footprints” and then consider and model the effects of changes to their lifestyles. Through the combination of undertaking this activity and submitting an appropriate assignment, students are encouraged to think critically and creatively about their personal and household impacts on the environment and how these might be reduced. At the end of the course students are surveyed to explore whether their attitudes and behaviour have changed.

Focus is on the extent to which international hotel companies are attempting to standardise their advertising messages as they move towards serving a more internationally based market. The characteristics of advertising in the hotel industry are reviewed, together with an examination of the arguments for and against standardisation in international advertising. An overview of a piece of research undertaken in Hong Kong and the UK to determine the level of standardisation is provided together with the results of the project.

An increasing array of policies have been suggested to combat rising obesity. Regardless of the policy intervention that is selected each comes with a cost in the form of imposition on the public purse, or regulative restrictions on business or individuals. Consequently, potential opposition makes it critical to garner sufficient public support for whichever policy is selected. The purpose of this paper is to explore the ability of attributional framing for the causes of obesity (framed around locus of control and controllability) to increase support for a range of policy interventions designed to reduce obesity.

Using an online panel, the authors manipulate the perceived cause of obesity along the internal/external locus and controllability/uncontrollability dimensions to assess whether attribution of causes of obesity can influence support for policy interventions that either encourage positive behaviour or discourage negative behaviour.

The authors find that framing the causes of obesity to emphasise internal/external locus and controllability/uncontrollability has significant and predictable effects on policy support for men but not for women. In this American study, they show that men are more open to persuasion because their views on the causes of obesity are less firmly held than women.

Highlighting the external and controllable causes of obesity was the most effective, suggesting that emphasising the role of the food industry in obesity can garner public support amongst males for a broad range of policy types. The limited effectiveness with women suggests that media focus be directed at male-oriented channels and outlets.

The authors show that, at least amongst men, attribution framing can be used as a tool to increase support for policy interventions to prevent obesity.

This paper reviews evidence about the relationships between NHS services and nursing and residential homes in England and Wales. Since the transfer in 1993 of responsibility for funding nursing and residential home care for less affluent older people to local authority social services departments, nursing and residential care has been widely assumed to constitute part of ‘social care’ services. This obscures the fact that residents of nursing and residential care homes frequently have substantial and complex healthcare needs. While some of these healthcare needs may be met through the care provided within homes themselves, most will require substantial contributions from NHS medical, nursing, pharmaceutical and other services. The National Service Framework for Older People (Department of Health, 2001) prioritises reinvestment in intermediate care services, building on the expectation in The NHS Plan (Department of Health, 2000a) that residential and nursing homes will play a major role in the development of these services. This expectation has been further reinforced by the Concordat with the private and voluntary healthcare provider sector (Department of Health, 2000b). However there is little evidence about the NHS services which are currently provided to nursing and residential homes, nor about the capacity of mainstream NHS services to meet the projected development of intermediate care services within the independent institutional sector. This paper reviews the evidence which is available and highlights some of the priorities which primary care groups in England (local health groups in Wales) will need to consider if they are to develop integrated and good quality services for frail older people.

This paper explores the perceptions and experiences of women and men who work as informal waste collectors in four different cities. The purpose of this paper is to map out how and to what extent occupational, political-legal, economic and social dynamics are experienced differently by gender in a highly vulnerable segment of the urban informal economy, and explore gender differences in these workers’ coping strategies and the levels of action they develop to protect their livelihoods.

The analysis is based on a mixed methods study which combined a quantitative survey of informal workers with a qualitative participatory methodology. Study participants were drawn from a purposive sample of informal workers who belong to, or are affiliated with, membership-based workers’ organisations. The sample consists of waste pickers (n=614) from Belo Horizonte, Brazil; Bogotá, Colombia; Durban, South Africa; and Nakuru, Kenya.

The data show that despite significant differences between women and men upon entry into (informal) employment, their perceptions of key drivers and impacts are largely similar, with the exception of concerns around various types of physical security among women. They also indicate that levels of action among men and women waste pickers are only moderately influenced by gender, but are strongly influenced by the degree of organisation in the sector and the symbolic assets held by workers. The findings also illustrate the way in which gendered power dynamics operate within the informal recycling sector and how different levels of sector organisation and development often contribute to opportunities for collective action and, in turn, a reduction in gendered vulnerabilities.

The study offers a new policy angle which connects the level of sector organisation and development with the levels of action taken by informal workers in adapting to different types of shocks, as well as what this means in terms of gender empowerment.

THE new President of the Library Association, a handsome portrait of whom appears in the December Library Association Record, brings to the office the influences of a career of fine public service. We, in common with every journal that speaks to and for librarians, assure him of loyalty and congratulate ourselves on this addition to the roll of distinguished men who have served librarianship. The Record is wise in reminding us that we are more than a librarians' association and the regular election of men of affairs as presidents is a policy that used to be followed and should now be continued. The policy need not exclude in normal circumstances an alternate librarian president.