As Chinese rural education researches have achieved a great success, the research paradigms have gone wrong. This paper describes policy, cultural, educational and social perspectives, and reveals the limitations of researchers on rural education, lack of integration of different systems, and folk academic powers. Therefore, countermeasures are discussed through localization, theme consciousness, methodology, academic credibility, folk academic organization, and channels to improve rural education researches.