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. Author manuscript; available in PMC: 2011 Jun 1.
Published in final edited form as: J Youth Adolesc. 2010 Mar 30;39(6):670–682. doi: 10.1007/s10964-010-9526-5

Table 2.

Prediction of substance misuse and crime at age 19 by level and change in risk and protective factors

Predictor growth factor Early adolescent factors predicting age 19 outcomes
Late adolescent factors predicting age 19 outcomes
Substance misuse
Crime
Substance misuse
Crime
b (SE) β b (SE) β b (SE) β b (SE) β
Family
Positive family relationship
  Grade 5 –0.30* (.09) –0.19 –0.30* (.11) –0.17
  Change 5–8 –1.40* (.34) –0.27 –0.79* (.40) –0.14
  Grade 9 –0.50* (.09) –0.30 –0.57* (.11) –0.31
  Change 9–12 –0.09 (.51) –0.02 –1.64* (.70) –0.23
School
School bonding
  Grade 5 –0.39* (.10) –0.23 –0.28* (.13) –0.14
  Change 5–8 –1.28* (.30) –0.28 –0.58 (.39) –0.12
  Grade 9 –0.66* (.12) –0.37 –0.46* (.14) –0.22
  Change 9–12 –1.41* (.66) –0.22 –0.33 (.96) –0.05
Academic achievement
  Grade 5 0.03 (.04) 0.06 –0.09* (.04) –0.15
  Change 5–8 –0.60 (.35) –0.23 –0.41 (.33) –0.14
  Grade 9 –0.27* (.06) –0.40 –0.23* (.07) –0.30
  Change 9–12 –0.73* (.30) –0.25 –0.60 (.40) –0.18
Peers
Negative peers
  Grade 5 0.23 (.13) 0.13 0.20 (.16) 0.10
  Change 5–8 1.74* (.27) 0.39 1.28* (.33) 0.26
  Grade 9 0.54* (.05) 0.75 0.50* (.06) 0.63
  Change 9–12 1.75* (.27) 0.59 1.50* (.29) 0.46

b unstandardized coefficient, SE standard error, β standardized coefficient

*

p < .05