The Quadruple Helix Innovation model extends the Triple Helix framework by incorporating civil society as a fourth key actor alongside academia, industry, and government in innovation ecosystems. This framework emphasizes the crucial role of citizens, NGOs, and community organizations in driving innovation processes and ensuring that technological and social innovations address societal needs. It recognizes that sustainable innovation requires active participation from all sectors of society, not just traditional institutional actors.