Md. Maltz, DEVIATING FROM THE MEAN - THE DECLINING SIGNIFICANCE OF SIGNIFICANCE, Journal of research in crime and delinquency, 31(4), 1994, pp. 434-463
Most of the methods we use in criminology to infer relationships are b
ased on mean values of distributions. This essay explores the historic
al origins of this issue and some counterproductive consequences: rely
ing too heavily on sampling as a means of ensuring ''statistical signi
ficance''; ignoring the implicit assumptions of regression modeling; a
nd assuming that all data sets reflect a single mode of behavior for t
he entire population under study. The essay concludes by suggesting th
at we no longer ''make do'' with the standard methodologies used to st
udy criminology and criminal justice, and recommends developing catego
ries that more accurately reflect behavior and groupings than the ones
we currently use; looking at alternative sources of data, including q
ualitative data such as narrative accounts; and developing alternative
methods to extract and analyze the data from such sources.