A theoretical analysis of methods used by researchers to examine gender differences in behaviour toward computers is offered. Most studies have used a quantitative, constructtesting, cross-sectional approach to assess general behaviours. It is argued that a qualitative, contextual, developmental approach examining specific cognitive tasks is required if we want to shift from simply identifying gender differences to understanding them. This alternative approach offers the potential to develop a more cohesive and comprehensive understanding of human-computer interaction. Without this understanding we will continue to identify only pieces of a very complex puzzle. ( Keywords: gender, attitudes, computer literacy, literature review.) Research on gender differences in behaviour toward computers has blossomed in the past five years. Numerous articles have been written focusing on differences, in a variety of age groups, regarding attitudes toward computers, computer aptitude, and actual computer use. Most researchers have chosen a survey approach to examine differences between males and females. This relatively straightforward strategy has produced a wealth of well-organized, albeit conflicting, descriptive data.While reliable, valid descriptive data is critical for any comprehensive research endeavour, it has yet to provide a coherent, comprehensive understanding of why males and females differ in their behaviour toward computers. Instead of a coherent structure unfolding from these studies, one has the feeling of having to construct a jigsaw puzzle without a pattern or model from which to work. There are many pieces but very few clues about how they fit together. It will be argued here that there is a need for more process-oriented research focusing on how attitudes, ability, and dispositions for using computers develop. This necessarily involves a more qualitative, contextual, developmental examination of specific computer-related tasks.The following review is not a content-analysis. Nor is it a rehashing of the quantitative versus qualitative debate. Rather, it is a critique of methods used by investigators to explore gender disparities in behaviour toward computers, with the emphasis on identifying promising strategies with which to build theory.First, brief content summary is presented to give the reader a flavour of the conflicting and confusing nature of differences observed between males and Journal of Research on Computing in Education 159 Downloaded by [University of Exeter] at 20:34 16 August 2015females with respect to attitude, aptitude, and computer use. Next, a prototype is given of the typical approach used by current researchers to collect data.The discussion then shifts to examining four competing philosophical traditions in educational research: (a) quantitative versus qualitative method, (b) construct versus contextual theory of behaviour, (c) general versus specific analysis of aptitude, and (d) static versus development designs. To date, most researchers have used a quantitative, construct, a...