Research is reviewed on the use of direct observation methods to collect special education data focusing on seven major factors: reactivity; observer drift; the recording procedure; location of the observation; reliability; expectancy and feedback; and characteristics of subjects, observers, and settings. Recommendations are offered for increasing the accuracy of observers. (Author/JDD)