There have been ample academic efforts discussing prospects of liberalizing the authoritarian regime in China, but most of them primarily addressed possible institutional reforms by the party and to some extent overlooked importance of the mass. Therefore, this article attempts to identify factors that dissuade or refrain Chinese citizens from voting in local elections and devise corresponding solutions, for their political enthusiasm to be improved independently of state sanctions, while the finding may provide a novel theory regarding weak correlation between the level of political freedom and turnout rate in liberal democracies. By considering subjects as economic agents in cost-benefit analysis, the combination of underestimated benefits and overestimated costs of voting is highlighted as one fundamental reason for non-voting, which comprises of antiquated cultural norms, aloof social relations and inappropriately handled class struggles. In response to phenomenon of apoliticism, political cynicism or political inactiveness, this paper suggests eligible voters to keenly defend their interests, for instance studying publicized government information, participating in trade unions and respecting their suffrage, as the prerequisite for becoming genuinely and consistently active in political affairs.