Several academic papers analyze the culture and technical impact of fan art on Pixiv. Here are prominent research papers and articles that explore the platform's role in the global art community:
: This paper suggests that manga fan art practices on platforms like Pixiv can impact pedagogy and nurture youth creativity. It highlights how readers engage in "what if" creative thinking through their art. Fanart from Pixiv
: This empirical study investigates how AI-generated content (AIGC) has altered the Pixiv ecosystem. Researchers analyzed a dataset of 15.2 million artworks to measure changes in content creation and consumption patterns, noting a significant increase in total uploads but a decline in human-generated registrations. Several academic papers analyze the culture and technical