The study looked at how government funding for research and development (R&D) affects private companies in Guangdong, China. They found that public R&D subsidies can encourage companies to spend more on their own R&D, but too much subsidy can actually reduce private R&D spending. Additionally, public subsidies and R&D staff can improve innovation in the early stages, but do not necessarily lead to more income from new products later on.