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Research transparency is a major aspect of scientific research. It covers a variety of scientific principles and practices: reproducibility, data and code sharing, citation standards or verifiability. The definitions and norms of research transparency significantly differ depending on the disciplines and fields of research.
Accountability in Research is devoted to the examination and critical analysis of practices and systems for promoting integrity in the conduct of research. It provides an interdisciplinary, international forum for the development of ethics, procedures, standards, policies, and concepts to encourage the ethical conduct of research and to enhance the validity of research results.
Accountability and transparency are of high relevance for non-governmental organisations (NGOs). In view of their responsibilities to stakeholders, including donors, sponsors, programme beneficiaries, staff, states and the public, they are considered to be of even greater importance to them than to commercial undertakings. [ 12 ]
ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT, formerly known as ACM FAT*) is a peer-reviewed academic conference series about ethics and computing systems. [1] Sponsored by the Association for Computing Machinery , this conference focuses on issues such as algorithmic transparency , fairness in machine learning , bias ...
The introduction of non-financial information in published reports is seen as a step forward in corporate communications and an effective way to increase corporate engagement and transparency. [ 3 ] Sustainability reports can help companies build consumer confidence and improve corporate reputations through transparent disclosure on social ...
The principles identify the critical hallmarks of information governance, which Gartner describes as an accountability framework that "includes the processes, roles, standards, and metrics that ensure the effective and efficient use of information in enabling an organization to achieve its goals."
The National Committee for Quality Assurance (NCQA) is an independent 501(c)(3) nonprofit organization in the United States that works to improve health care quality through the administration of evidence-based standards, measures, programs, and accreditation.
Feminist data studies is part of the movement towards making data to benefit everyone and not to increase existing inequalities. Moreover, data alone cannot speak for themselves; in order to possess any concrete meaning, data must be accompanied by theoretical insight or alternative quantitative or qualitative research measures.