title: The Power of Theory, Research Design, and Transdisciplinary Integration in Moving Psychopathology Forward.
abstract: While the past few decades have seen much work in psychopathology research that has yielded provocative insights, relatively little progress has been made in understanding the etiology of mental disorders. We contend that this is due to an overreliance on statistics and technology with insufficient attention to adequacy of experimental design, a lack of integration of data across various domains of research, and testing of theoretical models using relatively weak study designs. We provide a conceptual discussion of these issues and follow with a concrete demonstration of our proposed solution. Using two different disorders - depression and substance use - as examples, we illustrate how we can evaluate competing theories regarding their etiology by integrating information from various domains including latent variable models, neurobiology, and quasi-experimental data such as twin and adoption studies, rather than relying on any single methodology alone. More broadly, we discuss the extent to which such integrative thinking allows for inferences about the etiology of mental disorders, rather than focusing on descriptive correlates alone. Greater scientific insight will require stringent tests of competing theories and a deeper conceptual understanding of the advantages and pitfalls of methodologies and criteria we use in our studies.
authors.affiliation: Department of Psychology, University of Minnesota, N218 Elliot Hall, 75 East River Road, Minneapolis, MN 55455.
authors.forename: Uma
authors.initials: U
authors.lastname: Vaidyanathan
authors.affiliation: Institute for Behavioral Genetics, University of Colorado - Boulder, 1480 30 Street, Boulder, CO 80303.
authors.forename: Scott I
authors.initials: SI
authors.lastname: Vrieze
authors.affiliation: Department of Psychology, University of Minnesota, N218 Elliot Hall, 75 East River Road, Minneapolis, MN 55455.
authors.forename: William G
authors.initials: WG
authors.lastname: Iacono
keywords: Etiology of mental disorders; Neurobiology; Pitfalls and advantages of technology and statistical modeling; Quasi-experimental designs; Theory vs data-driven approaches