| Literature DB >> 30727978 |
Thao Lan Le1, Chris Kenaszchuk1, Karen Milligan2, Karen Urbanoski1,3.
Abstract
BACKGROUND: Women who are seeking services for problematic substance use are often also balancing responsibilities of motherhood. Integrated treatment programs were developed to address the diverse needs of women, by offering a holistic and comprehensive mix of services that are trauma- and violence-informed, and focus on maternal and child health promotion and the development of healthy relationships.Entities:
Keywords: Integrated programs; Treatment participation; Treatment retention
Mesh:
Year: 2019 PMID: 30727978 PMCID: PMC6364426 DOI: 10.1186/s12889-019-6455-4
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Characteristics of women attending integrated programs in Ontario (2008–09 to 2014–15)a
| Characteristics | N | % |
|---|---|---|
| Education: | ||
| Less than high school | 2332 | 45.2 |
| High school or more | 2677 | 51.9 |
| Missing | 153 | 2.9 |
| Receiving social assistance: | ||
| No | 1645 | 31.9 |
| Yes | 3296 | 63.9 |
| Missing | 221 | 4.2 |
| Employment status: | ||
| Not employed | 4331 | 83.9 |
| Employed full or part time | 732 | 14.2 |
| Missing | 99 | 1.9 |
| Marital status: | ||
| Married or partnered | 1622 | 31.4 |
| Not married | 3491 | 67.6 |
| Missing | 50 | 1.0 |
| Pregnant at admission: | ||
| No, possibly, or unknown | 4168 | 80.7 |
| Yes | 974 | 18.9 |
| Missing | 20 | 0.4 |
| Problem substance(s): b | ||
| Alcohol | 2259 | 43.8 |
| Stimulants c | 2124 | 41.2 |
| Cannabis | 1980 | 38.4 |
| Opioids d | 1617 | 31.3 |
| Past-year injection drug use: | ||
| No | 4591 | 88.9 |
| Yes | 551 | 10.7 |
| Missing | 20 | 0.4 |
| Maximum frequency of substance use, past 30 days: | ||
| Binge use | 148 | 2.9 |
| 3 times per week to daily | 2164 | 50.6 |
| Up to 2 times per week | 857 | 16.6 |
| No use | 1466 | 28.4 |
| Missing | 77 | 1.5 |
| Legal system involvement: | ||
| No | 3798 | 73.6 |
| Yes | 1247 | 24.2 |
| Missing | 117 | 2.2 |
| Treatment mandate: | ||
| None | 3233 | 62.6 |
| Legal system | 221 | 4.3 |
| Child protection services | 1444 | 28.0 |
| Employer or school | 143 | 2.8 |
| Missing | 121 | 2.3 |
aFirst admission to treatment during the study period; all characteristics self-reported by clients at admission. N = 5162 clients
bClients selected problem substances; categories are not mutually exclusive (percentages do not sum to 100%)
cIncludes powder cocaine, crack, other amphetamines including methamphetamine
dIncludes prescription opioids, heroin, opium, and over-the-counter codeine
Characteristics of episodes of integrated programs in Ontario (2008–09 to 2014–15) a
| Treatment participation | Mean | Std. Dev. | Median |
|---|---|---|---|
| First visit interval: b | 12.3 | 11.1 | 8 |
| Retention: | 124.9 | 185.6 | 58 |
| Intensity: | 14.6 | 27.7 | 6 |
aEpisodes defined as a series of 1 or more visits separated by intervals of < 60 days. N = 7352 episodes
bExcludes episodes consisting of only 1 visit (N = 1036, 14.1% of 7352)
Predictors of the first visit interval (number of days between the first and second visits)a
| Variableb | Est. | S.E. |
| Incidence | 95% Confidence Interval | Predicted | |
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| Intercept | 2.70 | 0.08 | <.0001 | . | . | . | . |
| Age | −0.01 | 0.00 | <.0001 | 0.99 | 0.99 | 0.99 | Age 25 = 12.5 |
| Age 40 = 10.8 | |||||||
| Receiving social assistance: | |||||||
| Yes | 0.07 | 0.03 | 0.01 | 1.07 | 1.01 | 1.14 | 12.5 |
| No | (ref) | . | . | 1.00 | . | . | 11.7 |
| Alcohol problems: | |||||||
| Yes | 0.09 | 0.03 | 0.001 | 1.09 | 1.03 | 1.16 | 12.6 |
| No | (ref) | . | . | 1.00 | . | . | 11.6 |
| Opioid problems c: | |||||||
| Yes | 0.10 | 0.03 | 0.0005 | 1.11 | 1.04 | 1.17 | 12.7 |
| No | (ref) | . | . | 1.00 | . | . | 11.5 |
| Frequency of substance use, past 30 days: | |||||||
| Binge use | −0.13 | 0.07 | 0.07 | 0.87 | 0.77 | 1.01 | 11.4 |
| 3 times per week to daily | −0.13 | 0.03 | <.0001 | 0.88 | 0.83 | 0.93 | 11.4 |
| Up to 2 times per week | −0.03 | 0.04 | 0.41 | 0.97 | 0.90 | 1.05 | 12.6 |
| No use | (ref) | . | . | 1.00 | . | . | 13.0 |
| Past-year injection drug use: | |||||||
| Yes | −0.14 | 0.04 | 0.001 | 0.87 | 0.80 | 0.94 | 11.3 |
| No | (ref) | . | . | 1.00 | . | . | 13.0 |
| Treatment mandate: | |||||||
| Legal | 0.25 | 0.06 | <.0001 | 1.29 | 1.14 | 1.44 | 14.4 |
| Child protection | 0.07 | 0.03 | 0.02 | 1.07 | 1.07 | 1.01 | 12.0 |
| Employer/school | −0.01 | 0.08 | 0.91 | 0.99 | 1.01 | 1.14 | 11.1 |
| None | (ref) | . | . | 1.00 | . | . | 11.2 |
aNegative binomial regression with random effect for agency; includes one episode per client (first episode selected). N = 4200. Excludes 662 clients (12.8% of 5162) whose first episode consisted of only 1 visit, and excludes 300 clients (5.8% of 5162) with > 1 visit but missing values on predictor variables. AIC = 29,021.6, BIC = 29,040.8
bCoefficients were not statistically significant for: education, employment status, marital status, cannabis problem, stimulant problem, legal system involvement, pregnant at admission
cIncludes prescription opioids, heroin, opium, and over-the-counter codeine
Predictors of treatment retention (number of days between the first and last visit) a
| Variableb | Est. | S.E. |
| Incidence | 95% Confidence Interval | Predicted | |
|---|---|---|---|---|---|---|---|
| Lower | Lower | ||||||
| Intercept | 4.44 | 0.16 | <.0001 | . | . | . | . |
| Age | 0.01 | 0.00 | 0.04 | 1.00 | 1.01 | 1.01 | Age 25 = 107.3 |
| Age 40 = 118.4 | |||||||
| Education: | |||||||
| Less than high school | −0.10 | 0.04 | 0.02 | 0.90 | 0.84 | 0.98 | 109.1 |
| High school or more | (ref) | . | . | 1.00 | . | . | 120.1 |
| Stimulant problemsc: | |||||||
| Yes | 0.23 | 0.04 | <.0001 | 1.26 | 1.16 | 1.36 | 128.2 |
| No | (ref) | . | . | 1.00 | . | . | 102.2 |
| Pregnant at admission: | |||||||
| Yes | 0.11 | 0.05 | 0.03 | 1.12 | 1.01 | 1.23 | 120.8 |
| No, possibly, unknown | (ref) | . | . | 1.00 | . | . | 108.4 |
aNegative binomial regression with random effect for agency; includes one episode per client (first episode selected). N = 5002. Excludes 160 clients (3.1% of 5162) with missing values on predictor variables. AIC = 55,673.0, BIC = 55,682.8
bCoefficients were not statistically significant for: receiving social assistance, employment status, marital status, alcohol problem, cannabis problem, opioid problem, frequency of substance use, legal system involvement, treatment mandate, pregnant at admission
cIncludes powder cocaine, crack, other amphetamines including methamphetamine
Predictors of treatment intensity (number of visits per episode) a
| Variableb | Est. | S.E. |
| Incidence | 95% Confidence Interval | Predicted Number | |
|---|---|---|---|---|---|---|---|
| Lower | Upper | of Visits per Episode | |||||
| Intercept | 1.84 | 0.16 | <.0001 | . | . | . | . |
| Age | 0.02 | 0.00 | <.0001 | 1.02 | 1.02 | 1.02 | Age 25 = 11.8 |
| Age 40 = 14.8 | |||||||
| Education: | |||||||
| Less than high school | −0.16 | 0.03 | <.0001 | 0.85 | 0.80 | 0.90 | 11.8 |
| High school or more | (ref) | . | . | 1.00 | . | . | 13.8 |
| Receiving social assistance: | |||||||
| Yes | 0.11 | 0.04 | 0.002 | 1.12 | 1.03 | 1.21 | 13.5 |
| No | (ref) | . | . | 1.00 | . | . | 12.1 |
| Marital status: | |||||||
| Not married | 0.08 | 0.03 | 0.03 | 1.08 | 1.02 | 1.15 | 13.3 |
| Married or partnered | (ref) | . | . | 1.00 | . | . | 12.3 |
| Stimulant problems c: | |||||||
| Yes | 0.21 | 0.03 | <.0001 | 1.23 | 1.16 | 1.31 | 14.2 |
| No | (ref) | . | . | 1.00 | . | . | 11.5 |
| Maximum frequency of substance use, past 30 days: | |||||||
| Binge use | 0.24 | 0.10 | 0.01 | 1.27 | 1.04 | 1.55 | 15.0 |
| 3 times per week to daily | 0.09 | 0.04 | 0.02 | 1.09 | 1.01 | 1.18 | 13.0 |
| Up to 2 times per week | −0.03 | 0.05 | 0.60 | 0.98 | 0.88 | 1.07 | 11.6 |
| No use | (ref) | . | . | 1.00 | . | . | 11.8 |
| Treatment mandate: | |||||||
| Legal system | −0.19 | 0.08 | 0.02 | 0.83 | 0.71 | 0.97 | 10.7 |
| Child protection services | 0.04 | 0.04 | 0.25 | 1.04 | 0.96 | 1.13 | 13.5 |
| Employer or school | 0.10 | 0.10 | 0.34 | 1.11 | 0.91 | 1.34 | 14.3 |
| None | (ref) | . | . | 1.00 | . | . | 13.0 |
| Pregnant at admission: | |||||||
| Yes | 0.19 | 0.04 | <.0001 | 1.21 | 1.12 | 1.31 | 14.1 |
| No, possibly, unknown | (ref) | . | . | 1.00 | . | . | 11.6 |
aNegative binomial regression with random effect for agency; includes one episode per client (first episode selected). N = 4724. Excludes 438 clients (8.5% of 5162) with missing values on predictor variables. AIC = 33,837.2 BIC = 33,858.2
bCoefficients were not statistically significant for: employment status, alcohol problem, cannabis problem, opioid problem, legal system involvement, injection drug use
cIncludes powder cocaine, crack, other amphetamines including methamphetamine