Based on Aghion et al. (2005), this article provides new insights regarding whether financial development can affect economic growth non-linearly by adopting the concept of threshold effects. The empirical approach adopted in this article allows for the finance-growth relationship to be piecewise linear with a set of indicators including access to finance acting as a regime-switching trigger. Using cross-country observations from 144 countries stretching from 1985 to 2009, strong evidence of threshold effects in finance-growth link is found. It is suggested that financial development in general, and access to finance in particular, is among the important forces contributing to cross-country (non)-convergences in growth rates.