Research Ethics, Integrity, and TransparencyPainos 1

Research Ethics, Integrity, and Transparency guides researchers through ethics, integrity and transparency when using big data, social media and AI, with practical advice on consent, GDPR, bias and open science.

Bringing research ethics into the realities of digital data, this volume helps readers plan, run and publish studies that can stand up to scrutiny. It reframes ethics and transparency as enabling conditions for trustworthy work, not a bureaucratic afterthought, and shows how to translate principles into defensible choices across the full research workflow.

Key features include:

· Guidance on informed consent and dynamic consent for online and platform-based research

· GDPR-aware approaches to data protection, governance, anonymisation, and documentation

· Practical routes to transparency, preregistration, data sharing, and reproducibility that still protect confidentiality

· Responsible use of AI in research, including disclosure, bias checks, and avoidance of “black box” practice

· A clear view of algorithmic accountability and the regulatory landscape shaping research practice

Written for PhD candidates and early-career researchers across the social sciences and management, this book also supports supervisors, methods instructors, research ethics committees and research offices who need an up-to-date reference for integrity and transparency in the digital age.