Table 3.
Model1 | Model2 | Model3 | Model4 | Model5 | Model6 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
intercept | slope | intercept | slope | intercept | slope | intercept | slope | intercept | slope | intercept | slope | ||
Months since release | 0.016*** | 0.014*** | 0.015** | 0.016*** | 0.013** | 0.021*** | |||||||
Demographics | |||||||||||||
Age | 26-30 (ref 18-25) | 0.096 | 0.000 | 0.115* | −0.001 | 0.106* | 0.000 | 0.094 | 0.000 | 0.125** | −0.001 | 0.047 | 0.002 |
31-35 | 0.042 | −0.001 | 0.077 | −0.003 | 0.071 | −0.002 | 0.039 | −0.001 | 0.098 | −0.003 | 0.046 | −0.001 | |
36-40 | 0.041 | 0.002 | 0.082 | 0.000 | 0.071 | 0.001 | 0.031 | 0.002 | 0.097 | 0.000 | 0.010 | 0.003 | |
41-45 | 0.140** | −0.004 | 0.200*** | −0.006 | 0.172** | −0.005 | 0.135* | −0.004 | 0.227*** | −0.007 | 0.105* | −0.002 | |
46-50 | 0.217*** | −0.004 | 0.276*** | −0.006 | 0.260*** | −0.005 | 0.208*** | −0.004 | 0.303*** | −0.007 | 0.122* | 0.000 | |
51-55 | 0.336*** | −0.008 | 0.423*** | −0.011 | 0.381*** | −0.009 | 0.327*** | −0.007 | 0.448*** | −0.012 | 0.262*** | −0.005 | |
56-60 | 0.194 | 0.007 | 0.293* | 0.004 | 0.223 | 0.007 | 0.188 | 0.008 | 0.303* | 0.005 | 0.113 | 0.012 | |
61-65 | 0.843*** | −0.016 | 0.935*** | −0.021 | 0.927*** | −0.018 | 0.846*** | −0.016 | 1.013*** | −0.023 | 0.525** | −0.005 | |
66-71 | 0.100 | 0.000 | 0.054 | 0.001 | 0.182 | −0.003 | 0.047 | 0.002 | 0.012 | 0.003 | −0.210 | 0.011 | |
Gender | Female (ref Male) | 0.157** | −0.010*** | 0.174*** | −0.010*** | 0.167** | −0.010*** | 0.156** | −0.010*** | 0.166** | −0.010*** | −0.045 | −0.002 |
Mental health | Mental illness recorded (ref No) | −0.055 | 0.000 | −0.051 | 0.000 | −0.053 | 0.000 | −0.054 | 0 | −0.056 | 0.000 | −0.034 | −0.001 |
Reasons for Attrition | Custody | −0.354*** | 0.011*** | −0.347*** | 0.010*** | −0.340*** | 0.011*** | −0.291*** | 0.008*** | −0.295*** | 0.008*** | −0.273*** | 0.007** |
Abscond | 0.048 | −0.003 | 0.042 | −0.003 | 0.045 | −0.003 | 0.053 | −0.003 | 0.040 | −0.003 | 0.022 | −0.001 | |
Move out state | 0.506 | 0.002 | 0.502 | 0.002 | 0.505 | 0.002 | 0.506 | 0.002 | 0.479 | 0.003 | 0.569 | −0.003 | |
Discharged | 0.146 | −0.006 | 0.158 | −0.007 | 0.151 | −0.007 | 0.171 | −0.007 | 0.168 | −0.008 | 0.172 | −0.008 | |
Death | 0.015 | 0.011 | 0.001 | 0.012 | 0.014 | 0.011 | 0.046 | 0.009 | 0.087 | 0.009 | −0.034 | 0.017 | |
Pre-Prison Neighborhood | |||||||||||||
Pre-prison neighborhood disadvantage score | 0.410*** | −0.005*** | 0.399*** | −0.004*** | 0.403*** | −0.004*** | 0.411*** | −0.005*** | 0.392*** | −0.004*** | 0.179*** | 0.004*** | |
Pre-prison urbanicity | Suburban(ref Central City) | −0.061 | 0.001 | −0.055 | 0.000 | −0.060 | 0.001 | −0.056 | 0.001 | −0.060 | 0.001 | −0.028 | 0.000 |
Rural | −0.327** | 0.013 | −0.313* | 0.012 | −0.336** | 0.012 | −0.314* | 0.011 | −0.317* | 0.011 | −0.230* | 0.009 | |
Same tract as pre-prison (ref. Different) | 0.179*** | −0.001 | 0.179*** | −0.001 | 0.159*** | 0.000 | 0.161*** | 0 | 0.166*** | −0.001 | 0.137*** | 0.001 | |
Criminal History | |||||||||||||
Number of prior prison sentences | 2nd Prison Sentence (ref 1st) | −0.085** | 0.005** | −0.096** | 0.005** | −0.086** | 0.005** | −0.091** | 0.005* | −0.095** | 0.005* | −0.040 | 0.003 |
3rd Prison Sentence | −0.067 | 0.008** | −0.079 | 0.008** | −0.064 | 0.008** | −0.073 | 0.007** | −0.078 | 0.007** | 0.006 | 0.004 | |
4th Prison Sentence | −0.095 | 0.006 | −0.127* | 0.006 | −0.103 | 0.006 | −0.107 | 0.006 | −0.126* | 0.006 | −0.014 | 0.001 | |
5th or more Prison Sentence | −0.106 | 0.005 | −0.125* | 0.005 | −0.112 | 0.005 | −0.109 | 0.005 | −0.137* | 0.005 | −0.062 | 0.002 | |
Type of offense | Drug(ref Assaultive) | 0.010 | −0.006** | 0.003 | −0.005** | 0.010 | −0.006** | 0.014 | −0.005** | 0.008 | −0.005** | 0.015 | −0.006** |
Non assaultive | −0.026 | −0.005 | −0.029 | −0.005 | −0.020 | −0.005 | −0.022 | −0.004 | −0.020 | −0.005 | −0.002 | −0.005 | |
Pre-Prison Drug Abuse History | Alcohol Only (ref None) | −0.073 | −0.008 | −0.081 | −0.007 | −0.068 | −0.008 | −0.078 | −0.008 | −0.074 | −0.008 | −0.098 | −0.006 |
THC only | −0.025 | 0.004 | −0.019 | 0.004 | −0.029 | 0.004 | −0.021 | 0.004 | −0.032 | 0.005 | −0.069 | 0.006 | |
Hard Drug only | −0.011 | −0.001 | −0.015 | −0.001 | −0.027 | 0.000 | −0.007 | −0.001 | −0.048 | 0.001 | −0.107* | 0.003 | |
Alcohol + THC | 0.058 | −0.001 | 0.054 | −0.001 | 0.056 | −0.001 | 0.068 | −0.001 | 0.060 | −0.001 | 0.005 | 0.001 | |
Hard Drug +Alcohol+THC | 0.010 | −0.002 | 0.010 | −0.002 | 0.003 | −0.002 | 0.006 | −0.002 | 0.000 | −0.002 | −0.036 | 0.000 | |
Substance abuse tests in past month | non positive (ref never tested) | 0.081*** | −0.002 | 0.080*** | −0.002 | 0.084*** | −0.002 | 0.078*** | −0.003 | 0.079*** | −0.003 | 0.074*** | −0.002 |
One positive | 0.064 | 0.004 | 0.064 | 0.004 | 0.062 | 0.003 | 0.056 | 0.003 | 0.061 | 0.003 | 0.058 | 0.003 | |
Two positives | 0.072 | 0.003 | 0.067 | 0.004 | 0.070 | 0.003 | 0.067 | 0.002 | 0.049 | 0.003 | −0.006 | 0.008 | |
Three or more positives | 0.355** | −0.016 | 0.365** | −0.017 | 0.335** | −0.016 | 0.336** | −0.019 | 0.202 | −0.006 | 0.187 | −0.005 | |
Years in Prison | −0.007 | 0.000 | −0.002 | 0.000 | −0.010* | 0.000 | −0.008 | 0.000 | −0.005 | 0.000 | 0.000 | 0.000 | |
Human Capital | |||||||||||||
Education | GED(ref 0~11yr) | −0.055 | 0.003 | −0.051 | 0.003 | −0.047 | 0.003 | ||||||
12 years | −0.203*** | 0.005* | −0.203*** | 0.005** | −0.131*** | 0.003 | |||||||
12~19 years | −0.303*** | 0.015*** | −0.302*** | 0.016*** | −0.208*** | 0.013*** | |||||||
Pre-prison employment | Employed(ref Unemployed) | −0.046 | 0.000 | −0.041 | 0.000 | −0.035 | 0.000 | ||||||
Lagged LM Performance | Employed (ref Non employ) | 0.461 | −0.029 | 0.495 | −0.030 | 0.450 | −0.029 | ||||||
log Wage | −0.169 | 0.009 | −0.180 | 0.010 | −0.168 | 0.010 | |||||||
log Wage2 | 0.013 | −0.001 | 0.014 | −0.001 | 0.013 | −0.001 | |||||||
Social Ties | |||||||||||||
Number of Dependents | −0.013 | 0.000 | −0.012 | 0.000 | −0.020* | 0.001 | |||||||
Marital status at prison intake | Married (ref Never Married) | −0.142** | 0.002 | −0.140** | 0.002 | −0.080 | 0.000 | ||||||
Divorced/separated | −0.005 | −0.001 | 0.000 | −0.001 | −0.030 | 0.000 | |||||||
Other | −0.119 | 0.010 | −0.033 | 0.006 | 0.134 | −0.001 | |||||||
Private Residence Type (ref: Parent) | Romantic Partner | −0.050 | 0.001 | −0.033 | 0.000 | −0.028 | 0.000 | ||||||
Other Family | 0.013 | 0.001 | 0.027 | 0.000 | 0.034 | −0.001 | |||||||
Other Private | 0.002 | −0.001 | 0.005 | −0.001 | −0.014 | 0.000 | |||||||
Institutional Residence | −0.071*** | 0.000 | |||||||||||
Institutional Factors | |||||||||||||
Institutional Residence Type | Private Residence | (reference) | |||||||||||
Receiving Treatment/Care | 0.143** | −0.004 | 0.103 | −0.002 | 0.134* | −0.004 | |||||||
Hotel/Motel | −0.082 | 0 | −0.066 | −0.001 | −0.071 | −0.001 | |||||||
Mission/Shelter/Homeless | 0.313*** | −0.012* | 0.199** | −0.006 | 0.229** | −0.007 | |||||||
Correctional institution | −0.009 | 0.004 | −0.015 | 0.004 | −0.022 | 0.005 | |||||||
Jail | −0.346*** | 0.010** | −0.314*** | 0.008* | −0.382*** | 0.012** | |||||||
Sex offender (ref. non sex offender) | −0.061 | 0.006 | −0.030 | 0.005 | 0.050 | 0.002 | |||||||
Electronic monitoring (ref not-monitored) | −0.061 | −0.005 | −0.049 | −0.005 | −0.040 | −0.005 | |||||||
Level of supervision | Minimum (ref Non-supervised) | 0.008 | 0 | 0.006 | 0.000 | 0.012 | 0.000 | ||||||
Medium | −0.01 | 0.001 | −0.017 | 0.001 | −0.007 | 0.001 | |||||||
Maximum | 0.005 | 0.005** | −0.001 | 0.006** | −0.002 | 0.006** | |||||||
First post-prison neighborhood disadvantage score | 0.558*** | −0.021*** | |||||||||||
Constant | 0.555*** | 0.602*** | 0.600*** | 0.718*** | 0.662*** | 0.417 | |||||||
Variance Components | |||||||||||||
Month | 0.6434 | 0.637 | 0.6413836 | 0.6414983 | 0.6351 | 0.4752 | |||||||
individual | 0.0325 | 0.0323 | 0.0325117 | 0.0323733 | 0.032 | 0.0278 | |||||||
N person-months | 49024 | 49024 | 49024 | 49024 | 49024 | 47063 | |||||||
N individuals | 1961 | 1961 | 1961 | 1961 | 1961 | 1961 |
Note:
p<.05,
p<.01, and
p<.001