Discusses one threat to statistical conclusion validity, the fishing and error rate problem (FERP), also called alpha inflation. Notes that alpha inflation increases probability of false positive findings (finding statistically significant differences in sample data when such differences do not exist in population). Enumerates suggestions to help reduce fishing and error rate problems in research. (NB)