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This study aims to explore the impact of locational and seasonal factors on the financial performance of short-term rental properties in Margaret River, Western Australia. It seeks to address the gap in understanding how these factors influence key financial metrics such as average daily rate (ADR) and occupancy rates, providing insights for property managers, investors and policymakers.

The research uses a mixed-method approach, integrating advanced predictive modeling techniques, such as Random Forests and Gradient Boosting, with spatial clustering algorithms like density-based spatial clustering of applications with noise (DBSCAN) and ordering points to identify the clustering structure (OPTICS). The study analyzes a comprehensive data set of short-term rental properties between 2012 and 2019. It focuses on locational attributes, seasonal variations and financial outcomes.

The findings reveal that properties located near tourist attractions and amenities consistently achieve higher ADRs and occupancy rates, confirming the critical role of location in driving rental demand. Seasonal analysis indicates significant fluctuations in both ADR and occupancy rates, with peaks during high tourist seasons and troughs in off-peak periods. The study underscores the importance of dynamic pricing strategies to optimize revenue and sustain occupancy across different seasons. In addition, it highlights the influence of property features, such as the number of bedrooms and bathrooms, on ADR, while noting that larger properties do not necessarily achieve higher occupancy rates.

Future research could expand the scope to include different locations and explore the long-term impacts of locational and seasonal factors on property performance.

This research contributes to the literature by integrating spatial analysis with advanced predictive modeling techniques to provide a nuanced understanding of how locational and seasonal factors impact financial performance in the short-term rental market. It offers a novel application of data analytics within the context of tourism and hospitality management, bridging theoretical frameworks with practical insights.

This content analysis examines the historical representation of Margaret Sanger within trade books. From the framework of the historiography, this paper unpacks how common curricular resources depict an American icon with a complicated past.

In this paper, the author conducted a content analysis of biographies and expository compilations featuring Sanger. The entire data pool were sampled and analyzed.

The trade books, particularly the biographies, historically represented Sanger in most categories. Sanger's international direct action and eugenics were two misrepresented areas. Expository compilations, with more limited space than biographies, contained more omissions and minimized or vague depictions of key areas. Findings did not appear dependent upon date of publication.

This study explores an icon of America's free speech battles and birth control rights at a time when culture wars are shaping current events. No researchers have previously explored Sanger's historical representation within trade books.

Over halfway through the implementation of the Sustainable Development Goals, SDG16’s promise of access to justice for all remains a distant pipe-dream. Progress has been limited as the COVID-19 pandemic, new armed conflicts, and rising authoritarianism have in many jurisdictions exacerbated justice problems and hobbled institutional responses. Reversing these negative trends and closing the justice gap will require new ways of conceptualizing and delivering justice services, taking a people-centered, problem-solving approach that draws on data about people’s justice needs and marshals multi-disciplinary expertise, cross-sectoral collaboration, and innovative policy tools to solve them. Drawing on the analysis of an unprecedented global legal needs survey covering over 100 countries, this chapter describes this challenge and highlights the critical role that institutions of higher education can play in stimulating and supporting the much-needed transformation of our justice systems. It profiles exemplary initiatives at colleges and universities bringing their capabilities to bear on the justice challenge and draws lessons learned for institutions looking to follow suit. In doing so, institutions of higher education can not only help close the justice gap but also build trust in justice institutions and contribute to a rejuvenation of the human rights movement.

The Europe issue was long a basis of intra-party divisions within the Conservative Party, and the 2016 referendum on the United Kingdom's continued membership of the European Union revealed the extent of the divide. The decision of the UK electorate to leave the EU was expected to resolve the issue and allow for a return to unity within the Conservative Party. Yet, under the leadership of Theresa May, divisions on the Europe issue endured. Boris Johnson succeeded, where his predecessors had failed, in restoring intra-party unity. He successfully secured the backing of party members and the electorate, and the loyalty of the parliamentary party, by strategically prioritising the politics of support and placing Brexit at the core of his statecraft. However, it was also the extent to which Johnson was willing to go so as to silence opponents of his Brexit policy that characterised his leadership.

Neighbourhood Watch is a voluntary movement which brings people together with the aim of creating safer, stronger and more active communities. This paper aims to explore the contemporary position of Neighbourhood Watch in the UK through three key themes: the focus of Neighbourhood Watch schemes and how this extends beyond crime; Neighbourhood Watch membership and efforts to expand this beyond traditional residential boundaries; and the operation of Neighbourhood Watch, with a particular focus on technology-enabled methods.

The paper draws on data generated through interviews with key stakeholders working in the field of Neighbourhood Watch (n = 7) and interviews (n = 7) and two focus groups with Watch volunteers (n = 5) in the United Kingdom (UK).

Findings highlight aspects of Neighbourhood Watch that have remained the same – most notably the initial “roots” of schemes which have always looked beyond crime to tackle issues of health and well-being. In addition, issues of scale and diversity continue to present challenges within membership. However, there have also been changes, in particular the use of technology and moves to a model which offers more flexibility in terms of Neighbourhood Watch membership.

Findings position contemporary Neighbourhood Watch as a responsive and adaptable model; however, they also highlight how this must operate alongside traditional face-to-face, in-person methods to achieve meaningful community engagement.