Literature DB >> 27030789

The Power of Theory, Research Design, and Transdisciplinary Integration in Moving Psychopathology Forward.

Uma Vaidyanathan1, Scott I Vrieze2, William G Iacono1.   

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.

Entities:  

Keywords:  Etiology of mental disorders; Neurobiology; Pitfalls and advantages of technology and statistical modeling; Quasi-experimental designs; Theory vs data-driven approaches

Year:  2015        PMID: 27030789      PMCID: PMC4809358          DOI: 10.1080/1047840X.2015.1015367

Source DB:  PubMed          Journal:  Psychol Inq        ISSN: 1047-840X


  172 in total

1.  P300 amplitude as an indicator of externalizing in adolescent males.

Authors:  Christopher J Patrick; Edward M Bernat; Stephen M Malone; William G Iacono; Robert F Krueger; Matt McGue
Journal:  Psychophysiology       Date:  2006-01       Impact factor: 4.016

2.  The structure of common mental disorders.

Authors:  R F Krueger
Journal:  Arch Gen Psychiatry       Date:  1999-10

3.  Event-related brain potentials in boys at risk for alcoholism.

Authors:  H Begleiter; B Porjesz; B Bihari; B Kissin
Journal:  Science       Date:  1984-09-28       Impact factor: 47.728

4.  Effects of task-relevant incentives on the electrophysiological correlates of error processing in major depressive disorder.

Authors:  Avram J Holmes; Diego A Pizzagalli
Journal:  Cogn Affect Behav Neurosci       Date:  2010-03       Impact factor: 3.282

Review 5.  Is clinical depression distinct from subthreshold depressive symptoms? A review of the continuity issue in depression research.

Authors:  A Solomon; D A Haaga; B A Arnow
Journal:  J Nerv Ment Dis       Date:  2001-08       Impact factor: 2.254

Review 6.  Antidepressant drug effects and depression severity: a patient-level meta-analysis.

Authors:  Jay C Fournier; Robert J DeRubeis; Steven D Hollon; Sona Dimidjian; Jay D Amsterdam; Richard C Shelton; Jan Fawcett
Journal:  JAMA       Date:  2010-01-06       Impact factor: 56.272

Review 7.  Confluence of genes, environment, development, and behavior in a post Genome-Wide Association Study world.

Authors:  Scott I Vrieze; William G Iacono; Matt McGue
Journal:  Dev Psychopathol       Date:  2012-11

8.  Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene.

Authors:  Avshalom Caspi; Karen Sugden; Terrie E Moffitt; Alan Taylor; Ian W Craig; HonaLee Harrington; Joseph McClay; Jonathan Mill; Judy Martin; Antony Braithwaite; Richie Poulton
Journal:  Science       Date:  2003-07-18       Impact factor: 47.728

9.  Predictors of relapse into major depressive disorder in a nonclinical population.

Authors:  W Coryell; J Endicott; M B Keller
Journal:  Am J Psychiatry       Date:  1991-10       Impact factor: 18.112

10.  The serotonin transporter genotype and social support and moderation of posttraumatic stress disorder and depression in hurricane-exposed adults.

Authors:  Dean G Kilpatrick; Karestan C Koenen; Kenneth J Ruggiero; Ron Acierno; Sandro Galea; Heidi S Resnick; John Roitzsch; John Boyle; Joel Gelernter
Journal:  Am J Psychiatry       Date:  2007-11       Impact factor: 18.112

View more
  10 in total

1.  The p factor is the sum of its parts, for now.

Authors:  Eiko I Fried; Ashley L Greene; Nicholas R Eaton
Journal:  World Psychiatry       Date:  2021-02       Impact factor: 49.548

Review 2.  Endophenotype best practices.

Authors:  William G Iacono; Stephen M Malone; Scott I Vrieze
Journal:  Int J Psychophysiol       Date:  2016-07-27       Impact factor: 2.997

3.  Impact of alcohol use on EEG dynamics of response inhibition: a cotwin control analysis.

Authors:  Jeremy Harper; Stephen M Malone; William G Iacono
Journal:  Addict Biol       Date:  2016-11-18       Impact factor: 4.280

4.  Achieving success with the Research Domain Criteria (RDoC): Going beyond the matrix.

Authors:  William G Iacono
Journal:  Psychophysiology       Date:  2016-03       Impact factor: 4.016

5.  Testing the effects of adolescent alcohol use on adult conflict-related theta dynamics.

Authors:  Jeremy Harper; Stephen M Malone; William G Iacono
Journal:  Clin Neurophysiol       Date:  2017-09-09       Impact factor: 3.708

6.  Conflict-related medial frontal theta as an endophenotype for alcohol use disorder.

Authors:  Jeremy Harper; Stephen M Malone; William G Iacono
Journal:  Biol Psychol       Date:  2018-10-06       Impact factor: 3.251

7.  Depression Severity Over 27 Months in Adolescent Girls Is Predicted by Stress-Linked Cortical Morphology.

Authors:  Elizabeth A Bartlett; Daniel N Klein; Kaiqiao Li; Christine DeLorenzo; Roman Kotov; Greg Perlman
Journal:  Biol Psychiatry       Date:  2019-05-07       Impact factor: 13.382

8.  Averting the Next Credibility Crisis in Psychological Science: Within-Person Methods for Personalized Diagnostics and Intervention.

Authors:  Julia Moeller
Journal:  J Pers Oriented Res       Date:  2022-01-07

9.  Cognitive impairment in the co-occurrence of alcohol dependence and major depression: neuropsychological assessment and event-related potentials analyses.

Authors:  Yvonne Flores-Medina; Yaneth Rodríguez-Agudelo; Jorge Bernal-Hernández; Carlos S Cruz-Fuentes
Journal:  Heliyon       Date:  2022-07-09

10.  Orbitofrontal cortex thickness and substance use disorders in emerging adulthood: causal inferences from a co-twin control/discordant twin study.

Authors:  Jeremy Harper; Sylia Wilson; Stephen M Malone; Ruskin H Hunt; Kathleen M Thomas; William G Iacono
Journal:  Addiction       Date:  2021-03-01       Impact factor: 7.256

  10 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.