Lays out a systematic analysis of different experimental designs for message effects research. Discusses advantages of designs that include replications. Considers the issue of a fixed- versus random-effects analysis, and argues that replication factors should be treated as random except in very unusual circumstances. Examines in detail two situations in which fixed-effects analyses might seem attractive. (RS)