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The dual trajectory approach: detecting developmental behavioural overlaps in longitudinal and intergenerational research

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  • Christina Bentrup

    (University of Muenster)

Abstract

Prospective longitudinal study designs are often referred to as the ideal way to explain causal relationships. Nevertheless, the evaluation of such data often leads to a reduction of empirical information. This is done by eliminating the factor time by forming sum indices or by analysing correlations over only two points in time. Newer methods of longitudinal research resort to group-based trajectory models which enables the analyses of inter- and intraindividual changes over time. However, less attention has been paid to a very useful extension of this method: the dual trajectory approach which provides the opportunity to combine two separate trajectory models in one model. In this way, the relationship between two sequences of behaviours can be estimated simultaneously and checked for overlaps. This approach is introduced, and an application based on prospective panel data from the German Crime in the modern City study (CrimoC) is carried out for the intergenerational relationship between physical violent parenting and juvenile delinquency.

Suggested Citation

  • Christina Bentrup, 2020. "The dual trajectory approach: detecting developmental behavioural overlaps in longitudinal and intergenerational research," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(1), pages 43-65, February.
  • Handle: RePEc:spr:qualqt:v:54:y:2020:i:1:d:10.1007_s11135-019-00934-1
    DOI: 10.1007/s11135-019-00934-1
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    References listed on IDEAS

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    1. Juste Abramovaite & Siddhartha Bandyopadhyay & Louise Dixon, 2015. "The Dynamics of Intergenerational Family Abuse: A Focus on Child Maltreatment and Violence and Abuse in Intimate Relationships," Journal of Interdisciplinary Economics, , vol. 27(2), pages 160-174, July.
    2. Snyder, Susan M. & Smith, Rachel E., 2015. "Do youth with substantiated child maltreatment investigations have distinct patterns of delinquent behaviors?," Children and Youth Services Review, Elsevier, vol. 58(C), pages 82-89.
    3. Bengt Muthén & Kerby Shedden, 1999. "Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm," Biometrics, The International Biometric Society, vol. 55(2), pages 463-469, June.
    4. Robert A. Pollak, 2004. "An intergenerational model of domestic violence," Journal of Population Economics, Springer;European Society for Population Economics, vol. 17(2), pages 311-329, June.
    5. Jost Reinecke & Cornelia Weins, 2013. "The development of delinquency during adolescence: a comparison of missing data techniques," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(6), pages 3319-3334, October.
    6. Hirotugu Akaike, 1987. "Factor analysis and AIC," Psychometrika, Springer;The Psychometric Society, vol. 52(3), pages 317-332, September.
    7. Bartlett, Jessica Dym & Easterbrooks, M. Ann, 2012. "Links between physical abuse in childhood and child neglect among adolescent mothers," Children and Youth Services Review, Elsevier, vol. 34(11), pages 2164-2169.
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