The Evolution of Harms in the Digital Age: A Systemic Analysis of Online-Offline
Convergence
Abstract This paper examines the increasingly complex intersection between online and offline
harms in the digital age, proposing a systemic approach to understanding and addressing these
challenges. Drawing on risk policy frameworks and emerging regulatory approaches, it analyses
the role of algorithmic amplification, platform governance, and stakeholder responsibilities in
shaping both problems and solutions. The paper argues for a transition from prescriptive to
proscriptive regulation, emphasizing the need for coordinated responses across sectors and
jurisdictions. Through examination of recent regulatory interventions, including a detailed case
study of Australia’s youth social media restrictions, it proposes implementable frameworks for
sustainable harm reduction in digital spaces.