Using Recovery Capital to Predict Retention and Change in Recovery Residences in Virginia, USA

Figures & data

Table 1. Summary socio-demographi.c characteristics, n = 2,182.

Socio-Demographic Characteristics	Number	Percentage
Gender
Male	1389	63.7
Female	787	36.1
Other	6	0.3
Ethnicity
Missing	149	6.8
Asian	3	0.1
Black or African American	493	22.6
Caucasian	1467	67.2
Hispanic	36	1.6
Other	34	1.6
Age	Mean	SD
Average Age (range 18–75 years)	37.2	10.5

Table 2. Logistic regression model (“Not-retained” as outcome measure).

Variable	Odds Ratio	P-value	95% Confidence Interval (CI)
Female	1.248	0.036	1.014	1.511
Black or African American	1.868	<0.0001	1.466	2.381
Substance Use	1.815	<0.0001	1.502	2.193
Need for Primary Care Services	0.777	0.027	0.621	0.972
Need for Housing Services	1.380	0.011	1.078	1.767
Citizenship/Community Involvement	0.880	0.015	0.793	0.976
Personal Recovery Capital – General Health (Physical)	1.093	0.029	1.009	1.184
Social & Lifestyle Recovery – Housing and Safety	0.879	0.015	0.793	0.976

Average RVI [Relative Increase in Variance] = 0.0163 and largest FMI [Fraction of Missing Information] = 0.0296.

Figure 1. Changes in Overall Recovery Capital Score (ORCS) over Assessments.

Table 3. Regression coefficients of the fitted marginal model, ARC.

Variables	Effect Estimate	P-Value	[95% Conf. Interval]
Accommodation (Barrier)	−1.39	<0.0001	−2.02	−0.76
Risk-Taking (Barrier)	−1.86	0.001	−2.98	−0.73
Substance Use (Barrier)	−2.19	<0.0001	−2.92	−1.46
Mental Health (Unmet Need)	−1.48	<0.0001	−2.3	−0.66
Family Relationships (Unmet Need)	−1.24	0.018	−2.27	−0.21
Quality of Life	0.13	<0.0001	0.11	0.15
RGPS	0.62	<0.0001	0.55	0.7
Client Social Support	0.38	<0.0001	0.31	0.44
Commitment Scale	0.46	<0.0001	0.388	0.537

Average RVI = 0.0028 and largest FMI = 0.00487.

Table 4. Regression coefficients of the fitted marginal model, barriers to recovery.

Variables	Effect Estimate	P-Value	[95% Conf. Interval]
Age	−0.01	<0.0001	−0.01	−0.004
Alcohol Treatment (Unmet Need)	−0.26	0.03	−0.43	−0.09
Mental Health (Unmet Need)	0.33	<0.0001	0.21	0.45
Housing (Unmet Need)	0.26	<0.0001	0.13	0.39
Employment (Unmet Need)	−0.13	0.034	−0.26	−0.01
PRC – Global Health Psychological	0.07	0.001	0.03	0.12
PRC – Coping and Life Functions	−0.08	<0.0001	−0.13	−0.04
SRC – Community and Citizenship	0.15	<0.0001	0.1	0.2
SRC – Substance Use and Sobriety	−0.31	<0.0001	−0.35	−0.26
Quality of Life	−0.004	0.005	−0.007	−0.001
Commitment to Sobriety	0.03	<0.0001	0.02	0.04

Average RVI = 0.0052 and largest FMI = 0.0246.