Literature DB >> 23946557

Using genetic information to test causal relationships in cross-sectional data.

Brad Verhulst1, Ryne Estabrook.   

Abstract

Cross-sectional data from twins contain information that can be used to derive a test of causality between traits. This test of directionality is based upon the fact that genetic relationships between family members conform to an established structural pattern. In this paper we examine several common methods for empirically testing causality as well as several genetic models that we build on for the Direction of Causation (DoC) model. We then discuss the mathematical components of the DoC model and highlight limitations of the model and potential solutions to these limitations. We conclude by presenting an example from the personality and politics literature that has begun to explore the question whether or not personality traits cause people to hold specific political attitudes.

Entities:  

Keywords:  behavioral genetics; political psychology; statistical modeling

Year:  2012        PMID: 23946557      PMCID: PMC3740451          DOI: 10.1177/0951629812439348

Source DB:  PubMed          Journal:  J Theor Polit        ISSN: 0951-6298


  15 in total

1.  Testing mediational models with longitudinal data: questions and tips in the use of structural equation modeling.

Authors:  David A Cole; Scott E Maxwell
Journal:  J Abnorm Psychol       Date:  2003-11

2.  Correlation not causation: the relationship between personality traits and political ideologies.

Authors:  Brad Verhulst; Lindon J Eaves; Peter K Hatemi
Journal:  Am J Pol Sci       Date:  2012

Review 3.  Multivariate genetic analysis of sex limitation and G x E interaction.

Authors:  Michael C Neale; Espen Røysamb; Kristen Jacobson
Journal:  Twin Res Hum Genet       Date:  2006-08       Impact factor: 1.587

4.  Genetic differences in drinking habits, alcohol metabolism and sensitivity in unselected samples of twins.

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5.  Personality similarity in twins reared apart and together.

Authors:  A Tellegen; D T Lykken; T J Bouchard; K J Wilcox; N L Segal; S Rich
Journal:  J Pers Soc Psychol       Date:  1988-06

6.  Inferring the direction of causation in cross-sectional twin data: theoretical and empirical considerations.

Authors:  D L Duffy; N G Martin
Journal:  Genet Epidemiol       Date:  1994       Impact factor: 2.135

7.  Testing hypotheses about direction of causation using cross-sectional family data.

Authors:  A C Heath; R C Kessler; M C Neale; J K Hewitt; L J Eaves; K S Kendler
Journal:  Behav Genet       Date:  1993-01       Impact factor: 2.805

8.  OpenMx: An Open Source Extended Structural Equation Modeling Framework.

Authors:  Steven Boker; Michael Neale; Hermine Maes; Michael Wilde; Michael Spiegel; Timothy Brick; Jeffrey Spies; Ryne Estabrook; Sarah Kenny; Timothy Bates; Paras Mehta; John Fox
Journal:  Psychometrika       Date:  2011-04-01       Impact factor: 2.500

Review 9.  Modeling extended twin family data I: description of the Cascade model.

Authors:  Matthew C Keller; Sarah E Medland; Laramie E Duncan; Peter K Hatemi; Michael C Neale; Hermine H M Maes; Lindon J Eaves
Journal:  Twin Res Hum Genet       Date:  2009-02       Impact factor: 1.587

10.  Depression and parental bonding: cause, consequence, or genetic covariance?

Authors:  M C Neale; E Walters; A C Health; R C Kessler; D Pérusse; L J Eaves; K S Kendler
Journal:  Genet Epidemiol       Date:  1994       Impact factor: 2.135

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  10 in total

1.  Extending Causality Tests with Genetic Instruments: An Integration of Mendelian Randomization with the Classical Twin Design.

Authors:  Camelia C Minică; Conor V Dolan; Dorret I Boomsma; Eco de Geus; Michael C Neale
Journal:  Behav Genet       Date:  2018-06-07       Impact factor: 2.805

2.  Genetic influences on political ideologies: twin analyses of 19 measures of political ideologies from five democracies and genome-wide findings from three populations.

Authors:  Peter K Hatemi; Sarah E Medland; Robert Klemmensen; Sven Oskarsson; Levente Littvay; Christopher T Dawes; Brad Verhulst; Rose McDermott; Asbjørn Sonne Nørgaard; Casey A Klofstad; Kaare Christensen; Magnus Johannesson; Patrik K E Magnusson; Lindon J Eaves; Nicholas G Martin
Journal:  Behav Genet       Date:  2014-02-26       Impact factor: 2.805

3.  Onset of regular cannabis use and adult sleep duration: Genetic variation and the implications of a predictive relationship.

Authors:  Evan A Winiger; Spencer B Huggett; Alexander S Hatoum; Michael C Stallings; John K Hewitt
Journal:  Drug Alcohol Depend       Date:  2019-08-30       Impact factor: 4.492

4.  The Genetic and Environmental Relationship Between Childhood Behavioral Inhibition and Preadolescent Anxiety.

Authors:  Jessica L Bourdon; Jeanne E Savage; Brad Verhulst; Dever M Carney; Melissa A Brotman; Daniel S Pine; Ellen Leibenluft; Roxann Roberson-Nay; John M Hettema
Journal:  Twin Res Hum Genet       Date:  2019-01-30       Impact factor: 1.587

5.  Unraveling the Relation Between Reading Comprehension and Print Exposure.

Authors:  Florina Erbeli; Elsje van Bergen; Sara A Hart
Journal:  Child Dev       Date:  2019-11-15

6.  Political attitudes develop independently of personality traits.

Authors:  Peter K Hatemi; Brad Verhulst
Journal:  PLoS One       Date:  2015-03-03       Impact factor: 3.240

7.  Dietary Influence on Systolic and Diastolic Blood Pressure in the TwinsUK Cohort.

Authors:  Panayiotis Louca; Olatz Mompeo; Emily R Leeming; Sarah E Berry; Massimo Mangino; Tim D Spector; Sandosh Padmanabhan; Cristina Menni
Journal:  Nutrients       Date:  2020-07-17       Impact factor: 5.717

8.  The analysis of causal relationships between blood lipid levels and BMD.

Authors:  Stacey S Cherny; Maxim B Freidin; Frances M K Williams; Gregory Livshits
Journal:  PLoS One       Date:  2019-02-22       Impact factor: 3.240

9.  Associations Between Traumatic Stress, Brain Volumes and Post-traumatic Stress Disorder Symptoms in Children: Data from the ABCD Study.

Authors:  Daniel Bustamante; Ananda B Amstadter; Joshua N Pritikin; Timothy R Brick; Michael C Neale
Journal:  Behav Genet       Date:  2021-12-03       Impact factor: 2.965

10.  Gene-Environment Interplay in Twin Models.

Authors:  Brad Verhulst; Peter K Hatemi
Journal:  Polit Anal       Date:  2013-07
  10 in total

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