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Does governing in coalitions affect how coalition parties' policy positions are perceived by voters? In this article, the authors seek to understand the relationship between parties' participation in coalition governments and their perception by voters. Policy positions are an important instrument through which parties compete for the support of voters. However, it is unclear to what extent voters can correctly perceive the positions of parties when they govern together with other coalition partners. It is argued here that because of the blurred lines of responsibility in multiparty cabinets, it is difficult for voters to correctly perceive the positions of coalition parties. What is more, it is expected that the internal functioning of coalition cabinets affects the extent to which coalition parties struggle to get their message out to voters. It is hypothesized in the article that intra-cabinet conflict is negatively related to misperception. To test their theoretical expectations, the authors combine data on the left-right policy positions of political parties from the Comparative Manifestos Project with data on how these positions are perceived by voters gathered from the Comparative Study of Electoral Systems from 1996 to 2011. The findings shed light on the relationship between party competition and coalition governments, and its implications for political representation. [ABSTRACT FROM AUTHOR]