engineering3 papersavg year 2006quality 6/5weak evidence

BACKGROUND: Determination of causal connections between parental measures and child outcomes using typical samples is limited by the inability to account for all confounds, both environmental and gene

Research gap analysis derived from 3 engineering papers in our local library.

The gap

BACKGROUND: Determination of causal connections between parental measures and child outcomes using typical samples is limited by the inability to account for all confounds, both environmental and genetic.

Consensus across the literature

Clustered from 3 gap mentions across 3 papers via embedding cosine ≥ 0.62.

Research trend

Established — well-defined area with open sub-problems.

Supporting evidence — 3 representative gaps

  • The role of the Children of Twins design in elucidating causal relations between parent characteristics and child outcomes (2003) · doi

    BACKGROUND: Determination of causal connections between parental measures and child outcomes using typical samples is limited by the inability to account for all confounds, both environmental and genetic.

    Keywords: background determination causal connections parental measures child outcomes using typical samples limited inability account confounds
  • Parental imprisonment: effects on boys’ antisocial behaviour and delinquency through the life‐course (2005) · doi

    Further research on possible moderating and mediating factors such as stigma, reduction in family income and reduced quality of care is required to identify the mechanisms by which parental imprisonment affects children.

    Keywords: further possible moderating mediating factors stigma reduction family income reduced quality care required identify mechanisms
  • Effects of parental imprisonment on child antisocial behaviour and mental health: a systematic review (2009) · doi

    However, these tests of causal effects might be systematically biased because studies often did not control for prior child behaviour, parental criminality, and other important confounds associated with parental imprisonment.

    Keywords: parental tests causal effects systematically biased often control prior child behaviour criminality important confounds associated

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