This essay briefly describes some of the early AERA presidents who were empiricists, several of them directors of research, and how their work connects with some of the issues of design, measurement, analysis, and interpretation today. Beginning with the first president of AERA, a number of presidents through the late 1940s are highlighted, as…

The authors contend that most research in education lacks statistical power. They feel that the poor use of statistics as a tool for enhancing internal validity must be remediated. The adoption of a new convention is proposed in order to put statistical certainty into reasonable perspective. (RLV)

Explores the ongoing debate over quantitative versus qualitative research, arguing that qualitative research has evolved from a methodological approach into a social and political ideology. The current emphasis on narrative ways of sharing knowledge raises concerns about evaluation and hypothesis testing. (SLD)

Two approaches of statistical testing are critically reviewed. A new approach, which is a hybrid of the two, is proposed. The new approach requires the researcher to think about the two types of potential inferential errors and an explicit alternative hypothesis of interest. (VM)