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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 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 ]
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.
Scientific writing requires transparency in reporting research methods, data collection procedures, and analytical techniques to ensure the reproducibility and reliability of findings. Authors are responsible for accurately representing their data and disclosing any conflicts of interest or biases that may influence the interpretation of results.
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 ...
Corporate transparency describes the extent to which a corporation's actions are observable by outsiders. This is a consequence of regulation, local norms, and the set of information, privacy, and business policies concerning corporate decision-making and operations openness to employees, stakeholders , shareholders and the general public.
Accountability and transparency work to promote open government in democracies. Through organizations such as the Open Government Partnership (OGP) within the United States, which was established by the U.S. Department of State, there have been efforts to enhance democracies through both accountability and transparency. [62]
Neo-colonial research or neo-colonial science, [36] [37] frequently described as helicopter research, [36] parachute science [38] [39] or research, [40] parasitic research, [41] [42] or safari study, [43] is when researchers from wealthier countries go to a developing country, collect information, travel back to their country, analyze the data ...