The study's authors, Kewei Hou, Chen Xue and Lu Zhang, found that these anomalies work best, if at all, on tiny microcapstocks, where trading costs exceed the profits that are supposedly available.
Loughran (1997) examines the data used by Fama and French (1992) and finds that the results are driven by a January seasonal and the returns on microcap growth stocks.