Deepening the data divide: Marginalised perspectives and non-profit priorities in Australian data sharing reforms by Xiaofang Yao, Anthony McCosker, Yong-Bin Kang

“…The analysis emphasises the significant yet unacknowledged contributions of these organisations in advocating for data equity and justice. We argue that responsible and equitable public data practices do not just depend on administrative and technical procedures for data sharing but are fundamentally entwined with the social and institutional hierarchies in which public data is produced and used. …”
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Trends and Perspectives of mHealth in Obesity Control by Sang-Dol Kim

“…Perspectives highlight potential for equity, empowerment through self-management, privacy and security concerns, evidence-based practice, and interdisciplinary approaches. …”
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UNCLOS' Role and Limitations in Resolving Marine Territorial Disputes: Integrating Islamic Jurisprudence for Enhanced Effectiveness by Saleh Hussain Ali, Sami Hammadi Resen, Anas Akram Mohammed Subhi, Mahmood Jawad Abu- AlShaeer, Ivan Chornomordenko

“…Integrating principles of Islamic jurisprudence, particularly justice, equity, and mutual respect, can offer alternative pathways to enhance UNCLOS's efficacy in dispute resolution. …”
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The Impacts of the Infectious Disease Epidemic on the Permanent Volatility of Precious Metal and Crude Oil Futures Markets: A Long-Term Perspective by Yue Shang, Xiaodan Chen, Yifeng Zhang, Yu Wei

“…The aim of this paper is to identify the quantitative impacts of the infectious disease pandemic on the permanent volatility of precious metal and crude oil futures from a long-term perspective by using a recently constructed Infectious Disease Equity Market Volatility Tracker (ID-EMV) to capture the epidemic severity and with a novel mixed data sampling GARCH (GARCH-MIDAS) method. …”
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Rereading Justice in John Rawls’ Thought with an Emphasis on Gender Justice by Mohammad Eshaghi, Maryam Ahmadiy

“…It makes no difference between gender equality and gender equity. Accordingly, while analyzing this attitude, the quality of gender justice is aligned with Rawls’ dualistic approach. …”
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Artificial Intelligence in Educational Data Mining and Human-in-the-Loop Machine Learning and Machine Teaching: Analysis of Scientific Knowledge by Eloy López-Meneses, Luis López-Catalán, Noelia Pelícano-Piris, Pedro C. Mellado-Moreno

“…The study highlights ethical considerations, such as the need to protect privacy, ensure the transparency of algorithms, and promote equity, to ensure inclusive and fair learning environments. …”
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The effects of brand and online reviews on consumer trust and purchase intentions in developing countries: the case of the online travel agencies in Brazil by Cláudia Rodrigues Maia, Guilherme Lerch Lunardi, Décio Bittencourt Dolci, Edar da Silva Añaña

“…Our results indicate that brand equity is the primary driver of trust, although online reviews are very important to consumers of lesser-known brands. …”
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The Politics of Property: Place-Making in Una, Saxon, and Arcadia by Sarah Buckmaster

“…Through our research collaborations, our team identified deeply personal and political associations between residents, their homes, and their stake in the Una, Saxon, and Arcadia community. Advocating for equity in Una, Saxon, and Arcadia cannot be simplified to one policy recommendation or development plan. …”
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The WHO’s 75th anniversary: WHO at a pivotal moment in history by Lawrence O Gostin, Roojin Habibi, Benjamin Mason Meier, Helen Clark, K Srinath Reddy, Jemilah Mahmood, Danwood Mzikenge Chirwa, Björn Kümmel, Winnie Mpanju-Shumbusho, Attiya Waris, Miriam K Were

“…We propose reforms in WHO financing, governance, norms, human rights and equity that will lay a foundation for the next generation of global governance for health.…”
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Efficiency of CFC taxation concerning hybrid instruments – a comparative analysis of Spain, Germany, and Austria by Thomas Kollruss

“…This is the case where the taxpayer holds a hybrid participation instrument in a foreign intermediary company (equity-like profit participation rights) and the intermediary company holds an interest in the share capital of the CFC. …”
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Community Participation in Programme Planning for Universal Health Coverage in India: An exploratory study by Yogesh Chandra, Ajai Kumar Jain

“…For attaining Universal Health Coverage, community participation is important, as their active role helps in sustained efforts, collaboration, and a commitment to addressing the underlying social determinants of health, leading to equity in healthcare. Traditional Indian society is cut across by rigid religion and caste lines, and the appropriate role for each caste group has been a serious obstacle in securing complete community participation. …”
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Examining inclusivity: the use of AI and diverse populations in health and social care: a systematic review by John Gabriel O. Marko, Ciprian Daniel Neagu, P. B. Anand

“…A holistic approach must be used to address disparities, enforce effective regulations, safeguard privacy, promote inclusion and equity, and emphasize rigorous validation.…”
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La participation des acteurs locaux à l’élaboration et l’évaluation des politiques publiques de développement durable  en Nouvelle-Calédonie by Séverine Bouard, Jean-Michel Sourisseau, Gilles Pestana

“…We start from the local perceptions of the economic performance, the integrity of the environment and the social equity. As an illustration of what is at stake in sustainable development policies, we present the social management of the impacts of an important industrial project of extraction and treatment of the nickel in the North province of New Caledonia. …”
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Racism in clinical nursing practice: a qualitative study by Nichole Crenshaw, LaToya Lewis, Cynthia L. Foronda

“…Methods A qualitative, descriptive design was used with 10 doctoral-prepared nurses of color with expertise in diversity, equity, inclusion, and social determinants of health. …”
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Promoting Agency Among Upper Elementary School Teachers and Students with an Artificial Intelligence Machine Learning System to Score Performance-Based Science Assessments by Fatima Elvira Terrazas-Arellanes, Lisa Strycker, Giani Gabriel Alvez, Bailey Miller, Kathryn Vargas

“…and (2) How can the implementation of AI-MLS promote educational equity and reduce teacher workload? The present paper describes the development of the AI-MLS to rapidly and accurately score third- to fifth-grade students’ constructed responses on multidimensional science assessments. …”
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Cooperation-based location authentication scheme for crowdsensing applications by Youliang TIAN, Maoqing TIAN, Hongfeng GAO, Miao HE, Jinbo XIONG

“…Utilizing mobile devices to collect location-related data in crowdsensing has the security problem of a location cheating attack.How to guarantee the quality of these sensitive data has become a challenge.In response to this, a location authentication scheme was proposed based on cooperation to detect malicious users who submit false locations.Firstly, users with mobile devices were used to generate location proofs for each other, and a location verification scheme was designed based on distance bounding protocols for obtaining new information by multiple collisions of the same random number, which ensured the user’s location should be unforgeable and achieved the purpose of improving the quality of collected data.In addition, a location proof cooperator select method based on region division and reputation model was proposed which effectively prevented collusion attack and solved the problem of concentration of equity.Meanwhile, the incentive mechanism based on reputation value and task completion time was designed to effectively improve the location proof cooperator efficiency of task completion.Finally, security analysis and performance evaluation indicate that the scheme has proved to be correctness and secure, and the advantages in computational cost and communication overhead.…”
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Influence of Skin Packaging on Raw Beef Quality: A Review by S. Stella, C. Bernardi, E. Tirloni

“…As colour is the main characteristic influencing purchase decisions at the point of sale, the effect of skin packaging on this parameter was evaluated for raw meat but also for cooked meat. Tenderness, juiciness, and the ability to hold liquid of raw meat when packed in skin conditions were also considered. …”
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WORKPLACE GENDER INEQUALITY: ASSESSING INTERSECTIONAL BARRIERS EXPERIENCED BY WOMEN OF COLOUR IN REACHING UPPER MANAGEMENT POSITIONS IN THE WORKPLACE by IFEOMA CLARE OKORONTA, DYMYTRO KYLYMNYUK

“…This poses significant challenges within organizations and hinders their progress towards achieving gender equity and diversity. This study aims at assessing intersectional barriers experienced by women of colour in attaining upper management positions in the workplace. …”
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A principle-based framework to determine countries’ fair warming contributions to the Paris Agreement by Mingyu Li, Setu Pelz, Robin Lamboll, Can Wang, Joeri Rogelj

“…Abstract Equity is a cornerstone of global climate policy, yet differing perspectives mean that international agreement on how to allocate mitigation efforts remains elusive. …”
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THE IMPACT OF AUDIT QUALITY ON FIRM’S PERFORMANCE OF LISTED CONSUMER GOODS FIRMS IN NIGERIA by Fatima Shehu Giwa, Prof. Benjamin Kumai Gugong, Gloria Pam Dachomo

“…Multiple linear regression technique is used to analyze the data, using descriptive statistics, Pearson correlation with the help of STATA, as a statistical tool of analysis. While, return on equity and economic value added were used as measures for firm’s performance. …”
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