Modern society has paid more and more attention to whether companies take social responsibility, but corporate social irresponsibility (CSIR) is still an emerging area in academia. Summaries and reviews on existed research results are conducive to finding theoretical gaps and clarifying future directions. Built on reviews of domestic and overseas researches on CSIR, this paper summarizes the concepts and classifications of CSIR first. Then, the causes of CSIR and the direct and indirect consequences of exposure of CSIR are analyzed from three levels including the individual, the organization, and the external environment. Finally, this paper provides prospects for future research.