The main objective of this article is to broadly describe how social capital matters in community development and what sort of issues have been raised in previous studies with respect to data collection, measuring social capital and data analysis. In conclusion, although social capital seems to affect the level of community development to some extent, we should keep in mind several issues when measuring social capital.