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The performance of thermal comfort utilising machine learning and its acceptability by students and other users at the Professor Sir Edouard Lim Fat Engineering Tower at the University of Mauritius are evaluated in this study. Students and building occupants were asked to fill out surveys on-site as data was gathered from sensors throughout the structure. The Thermal Sensation Vote (TSV) and other important data were collected through the surveys, including the effect of wind on thermal comfort. An adaptive model incorporating solar and wind effects was evaluated using multiple linear regression techniques and RStudio. Three models were used to evaluate thermal comfort, including the adaptive one. Numerous models were compared and evaluated in order to select the best one. It was found that the adaptive model (Model 1) was deemed to be the best model for its application. It was also found that Fanger's PMV/PPD (Model 2) was a very good approach to determining thermal comfort. Through thorough analysis, it was concluded that the range of air temperature and wind speed for thermal comfort was 25.830°C–28.0°C and 0.26 m/s to 0.42 m/s, respectively. In order for cities to remain secure, resilient and sustainable, it will be important to manage thermal comfort and reduce populations' exposure to heat stress (SDG 11). The achievement of income and productivity goals will be hampered if measures to protect populations from heat stress are not taken (SDG 8). Thermal regulation is also necessary for the provision of numerous health services (SDG 3).

The overall goal of science is to build a valid and reliable body of knowledge about the functioning of the world and how applying that knowledge can change it. As personnel and human resources management researchers, we aim to contribute to the respective bodies of knowledge to provide both employers and employees with a workable foundation to help with those problems they are confronted with. However, what research on research has consistently demonstrated is that the scientific endeavor possesses existential issues including a substantial lack of (a) solid theory, (b) replicability, (c) reproducibility, (d) proper and generalizable samples, (e) sufficient quality control (i.e., peer review), (f) robust and trustworthy statistical results, (g) availability of research, and (h) sufficient practical implications. In this chapter, we first sing a song of sorrow regarding the current state of the social sciences in general and personnel and human resources management specifically. Then, we investigate potential grievances that might have led to it (i.e., questionable research practices, misplaced incentives), only to end with a verse of hope by outlining an avenue for betterment (i.e., open science and policy changes at multiple levels).

Despite multiple structural changes since its 2011 inception, many English Women's Super League (WSL) clubs have recorded losses and carried debt, leading to concerns about the financial health of the league. This study is the first to analyse the financial health of any professional women's sports league in the world. The authors examine WSL club finances between 2011 and 2019, theoretically situate the findings within joint production, and make policy recommendations.

In total, 73 annual accounts of 14 WSL clubs between 2011 and 2019 were scrutinised.

Since 2011, club revenue has increased 590% but is outstripped by club debt increase (1,351%). The authors find poor financial health throughout the league, which may damage both its and the clubs' future growth. Findings also indicate an emergent group of dominant clubs on and off the pitch, which may threaten long-term sporting integrity and disrupt the joint production of the WSL product.

Women's football exists at an important crossroad, and its next moves need careful consideration in relation to its governance structures and league design.

The authors provide a road map for necessary action (e.g. revenue distribution, licensing criteria, rewards) to protect the financial health of the WSL's clubs and promote sporting competition to assist the sport to capitalise further on positive gains in recent years.

Improving a startup’s ability to obtain funding is critical to the survival of the organization. Although existing studies have observed various biases in investment decisions, few have studied the neural mechanisms behind such behavioral observations. We propose to apply cutting-edge neuroscientific techniques to uncover the neural processes engaged during pitches by entrepreneurs to investors and to use this new knowledge to identify strategy artifacts promoting pitch success. We hypothesize that pitches are dynamically shaped by covert cognitive, emotional, and social processes, which are in turn influenced by tactical approach (story-telling vs dry facts), physical context (online vs in-person), and demographics (gender, ethnicity). The role of inter-brain synchrony (i.e., correlation of cortical activity between brains) – within the startup team or between the entrepreneurs and investors – in pitch outcomes remains unknown. By uncovering the covert processes that mediate pitch outcomes, we provide an evidence-based, scientific approach to improving pitch success.

This study contributes to the participative budgeting and budget misrepresentation literature by exploring: (1) whether managers’ judgments of fair behaviors are malleable and context-dependent and (2) if these judgments of fair behavior impact cost reporting misrepresentations. Two experiments investigate these questions. Experiment 1 (n = 42) tests whether the behavior that managers judge to be “fair” differs based on the decision context (i.e., initial economic position [IEP]). Experiment 2 (n = 130) investigates: (1) how managers’ deployment of fairness beliefs influences their reporting misrepresentations and (2) how decision aids that reduce task complexity impact managers’ deployment of fairness beliefs in their misreporting decisions. The study found that managers deploy fairness beliefs (i.e., honesty or equality) consistent with maximizing their context-relevant income. Hence, fairness beliefs constrain misrepresentations in predictable ways. In addition, we find more accounting information is not always beneficial. The presence of decision aids actually increases misrepresentations when managers are initially advantaged (i.e., start with more resources than others). The implications from these findings are relevant to the honesty and budgeting literature and provide novel findings of how managers’ preferences for fairness constrain managers from maximizing their income. The chapter demonstrates that contextual factors can influence the deployment of managers’ fairness beliefs which, in turn, differentially impact their reporting misrepresentation. Another contribution is that providing decision aids, which reduce task complexity, may not always benefit companies, since such aids may increase misrepresentation under certain conditions.

The article examines whether cross-border trade in digitally delivered services (DDSs) has an influence on European female entrepreneurship. Two research questions were asked to assess the potential impact of trade in DDSs both on the import and export sides.

To answer the research questions, the panel data for 26 European countries for the years 2008–2019 were implemented to estimate panel regression models. Based on the results of variance inflation factors (VIFs) and Breusch–Pagan and Hausman tests, the estimations of panel models were conducted for female entrepreneurship as a dependent variable and measures of import and export of digitally delivered services as independent variables.

The imports of digitally delivered services positively affect female entrepreneurship in European countries, whilst the impact of the export of digitally delivered services is statistically insignificant. The possibility of being a customer of digitally delivered services through its import may become a gender equaliser in entrepreneurship. However, as differences in digital competencies and growth intentions prevent women from acting as the providers of digitally delivered services, the export of DDSs can sustain the existing gender gap in entrepreneurship.

The research findings provide the added value in the field of female entrepreneurship, referring to institutional theory and human capital theory. The import of DDSs seems to support female entrepreneurs through the reduction of cultural distance, whilst the human capital theory gains the perspective of limited digital competencies needed to export DDSs as a pathway to the internationalisation of women's ventures. The practical implications for trade policy, digitalisation and gender equality should aim not only at supporting women's export propensity, but should also focus on the development of their digital competencies.

Instead of commonly used perspective of international entrepreneurship, the authors implemented the lens of cross-border trade to check whether there is a linkage between internationalisation, measured by imports and exports of DDSs and female entrepreneurship. Trade economists neglect the gender dimension in their studies of pro-growth internationalisation. In contrast, research on female entrepreneurship does not consider the potential of cross-border trade in DDSs as a gender equaliser.

The concept of personal recovery is now a key pillar of service delivery. It aims to support individuals to flourish and establish a new identity following an acute episode or diagnosis. This view of recovery is unique to each person on that journey. However, there has been a significant focus on measuring these experiences. This paper aims to explore the influence of social constructionism on the concept of recovery within an Irish context, seeking to understand the influence of language, discourse and power on service users’ experiences.

A qualitative, interpretivist methodology was adopted for this case study design. Semi-structured interviews were conducted with 12 service users. Thematic analysis was chosen as the method of analysis.

Personalising recovery did not always lead to the removal of biological symptoms, but with the appropriate supports, individual’s recovery journey was greatly enhanced. On the contrary, personal recovery places overwhelmingly responsibility on the individual to succeed, largely driven by neoliberal discourse. This focus on individualism and the pressure to succeed was further experienced when people sought to re-integrate into society and participate in normalised social order. Ultimately, for many service users, they viewed personal recovery as an unfulfilled promise.

It is not a representative sample of service users within an Irish context.

To the best of the authors’ knowledge, this is the first study to explore influence of social constructionism on the concept of personal recovery within a mental health service context.

The paper aims to examine literature on the issues of the pilot shortage in the United States Air Force and the demographic diversity dilemma within the United States Air Force pilot community and how it relates to the National Defense Strategy. In addition, there is an examination of current initiatives designed to combat these issues.

The paper opted for an exploratory review of 90 sources from 2012 to 2023 to examine the pilot shortage and pilot diversity issues within the United States Air Force. Three theories, the theory of generative interactions, the theory of cognitive diversity and the identity theory, were examined in relation to the barriers to the pilot diversity issue.

The paper provides emergent insights from the literature into the growing pilot shortage and diversity disparity found within the United States Air Force pilot community. These issues were associated with many barriers, including geographic disparity, socioeconomic status, culture, education, mentorship and life balance.

The current initiatives examined are new and, as such, warrant future research. In particular, what are the long-term projections for the youth flight programs? An examination of the effectiveness of improving the pilot shortage and pilot diversity within the Air Force should be further scrutinized in the coming years as new cadets enter pilot training after accession.

This paper highlights a need to further study the effectiveness of youth flight programs and other United States Air Force initiatives in improving pilot numbers and diversity.