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Internal Program Evaluation Techniques In an Adolescent Substance Abuse Treatment Program
in Rural Illinois
Pamela P. Irwin, M.A.
Executive Director
Central East Alcoholism and Drug Council
Charleston, Illinois
| Abstract
The purpose of this internal evaluation study is to examine various characteristics of the Model
Comprehensive Treatment Program for Critical Populations—Rural Youth of the Central East
Alcoholism and Drug Council, in Charleston, Illinois. An eclectic evaluation design was utilized
that examined program implementation efforts across three components of: (1) program
implementation efforts; (2) client demographics; and (3) treatment issues. A program description
of goals and attainments that could be utilized in service replication efforts is given. Methods of
analysis included review of agency documents, analysis of demographic characteristics and
symptom indicators of adolescent clients in the program, and quantitative analysis of Personal
Experience Inventory (Winters et al. 1988) testing results. The testing data were gathered on a
group sample of 30 adolescent clients who successfully completed the treatment program
compared through discriminant analysis with a sample of 30 clients matched by age and gender
who had voluntarily terminated services against staff advice. The results indicate a statistically
significant relationship between a complex set of client characteristics and program completion
outcomes. The program's successful attainment of goals beyond initially projected expectations
is documented. |
A growing trend in the substance abuse treatment field is the great concern for effectiveness,
efficiency, and accountability of agencies that provide services. The increasing costs to society
related to addiction have also been of concern. A recent study by Merrill et al. (1994) revealed
over 70 conditions requiring hospitalization that are attributable in whole or in part to substance
abuse, including tobacco. According to this study, males under 15 years of age with substance
abuse as a primary or secondary diagnosis stay four times longer than those with no such
diagnosis (16.4 days compared with 3.9 days). Females in the same age group stay almost three
times longer (9.8 days compared with 3.6 days). The cost benefits of providing treatment services
have also been documented in the literature. Gerstein et al. (1994) determined that for a cost of
$200 million for treating 150,000 individuals in California, benefits received during treatment
and in the first year afterwards were worth approximately $1.5 billion in savings to taxpaying
citizens. According to the study, each day of treatment paid for itself (the benefits to taxpaying
citizens equaled or exceeded the costs) on the day it was received, primarily through an
avoidance of crime.
Treatment systems are currently burdened with inadequate fiscal resources to meet the existing
demands for treatment. Of concern is a trend noted by Gfroerer (1994) that suggests that there are
increasing rates of illicit drug use among youth and that their perceived risk of use of illicit
substances is decreasing. Society's failure to concentrate significant efforts in understanding the
treatment needs for the future for our young people will only bring disastrous results.
Purpose of the Evaluation
The literature lacks intensive analyses of the characteristics, clinical issues, and substance abuse
patterns of rural youth in need of substance abuse treatment. Furthermore, minimal research
exists that examines those characteristics of adolescent clients that might have predictive
relevance to the course of treatment. According to Rog (1995), intervention programs are often
developed in a political and social environment in which the human urgency for development of
services precedes the explicit theoretical understanding of the problem or the intervention such
that an appropriate goal for evaluation is to develop better understanding of the phenomena itself.
Such has been the case in development of rural adolescent substance abuse services. The current
study is an initial step in delineating the phenomena of adolescent substance abuse treatment.
The purpose of this study was to investigate the provision of substance abuse treatment services
to youth in a rural outpatient setting through use of an internal evaluation design. The evaluation
examined three elements of the Model Comprehensive Treatment Program for Critical
Populations—Rural Youth of the Central East Alcoholism and Drug (CEAD) Council. The
evaluation investigated (1) program attainment of goals; (2) demographic characteristics of the
population that was served; and (3) client characteristics, including use patterns, concomitant
issues, and tendencies predictive of early termination. According to Love (1991), the advantages
of use of internal evaluation include the evaluator's firsthand knowledge of the organization's
philosophy and policies and procedures. The internal evaluator can also communicate evaluation
information to staff in a timely manner and participate in long-range planning.
Program Background and Description
CEAD Council is a community-based, not-for-profit corporation offering a full range of services
to address chemical abuse and dependency in a four-county rural area of central East Illinois.
Although the agency has provided traditional core programming for adolescents (as well as
adults) since the early 1970s, the Adolescent Program has been significantly enhanced with
multiple innovative program components through having been awarded a 3-year Federal grant
from the Center for Substance Abuse Treatment.
Philosophy
The service philosophy of the agency as expressed in the original grant application included a
conceptualization of programmatic development grounded in historical experience in the provision of treatment services to the target population and ongoing awareness
of therapeutic techniques and theories as delineated in the research literature. Primary program
innovations were precipitated by three guiding research foundations:
- Theories that explicate adolescent developmental factors related to decision making
(Kohlberg 1964)
- Research drawing from ecological systems approaches (Hartford and Grant 1987;
McLaughlin et al. 1985)
- Research examining "host" factors that increase risk of substance abuse (Pandina and
Schule 1983; Hawkins et al. 1985).
Program enhancement goals and objectives were related to the above research and the agency's
clinical experience in working with adolescents in the rural population.
Utilizing research concerned with adolescent development, the agency created age- and
gender-specific group formats and contents.
Using research concerned with ecological systems, the agency created the Youth Leadership
Center for enhancement of social support systems during treatment and in continuing care
maintenance.
Using research regarding "host" factors, the agency developed enhanced family services,
specialized linkage networking for outreach and ancillary services, enhanced assessment, and
more holistic treatment services.
The Federal grant request for proposals had sought innovative strategies for the development of
model treatment services for various segments of targeted populations. The CEAD Council had
chosen to develop Outpatient Treatment services for adolescents and their families in the context
of a rural community. To complement the traditional core adolescent treatment programming
with the grant-provided program enhancements, the agency proposed the following five specific
aims.
- Increase the clinical staff to allow greater accessibility of clinical staff to community
referral sources for case finding, case coordination, and long-term care planning.
- Increase client accessibility to a broad spectrum of health, mental health, social,
educational, vocational, primary medical care, HIV/AIDS services, and acute care through
acquisition of qualified, specialized staff and consultants, as well as enhanced networking
approaches to improve long-term client self-sufficiency and address overall client health.
- Make transportation to and from the treatment facility available to clients and families
whose low income and rural location have previously complicated full engagement in treatment
components, thereby negatively influencing program retention and recidivism as well as client
relapse.
- Develop an innovative Youth Leadership Center for adolescent specific socialization,
recovery maintenance, and/or recreational resources that will foster a therapeutic social milieu of
recovering teens in order to devalue and eliminate drug use, reduce incidence of client conflict
with the criminal justice system, and promote overall client health and self-esteem as well as
decrease the negative social stigma associated with drug treatment services.
- Increase availability of family services, enhancing existing education and consciousness
raising with state of the art family therapy services both separate from and conjointly with the
adolescent client.
Evaluation Methods
An eclectic approach to the design of the evaluation was adopted to best obtain information that
could be utilized by current program stakeholders for purposes of ongoing program improvement
and for future potential replication projects. The evaluation questions included:
- Programmatic issues
Was the program implemented as planned?
Could the program be replicated?
- Demographics
What were the demographics of the population that was served?
- Treatment issues
What patterns of addiction existed in the adolescent clients that were served?
Were there patterns of concomitant diagnoses present in the clinical population?
Was there a significant difference between those clients who successfully
completed the program and those who voluntarily terminated services prior to program
completion?
Methods for data gathering included the following: (1) a review of agency documents; (2) staff
interviews and observations of program activities; and (3) quantitative data gathering and
analysis that included a comparison of Personal Experience Inventory (Winters et al. 1988)
testing results gathered on a matched group sample of 30 adolescents who successfully
completed the treatment program compared through discriminant analysis with 30 adolescents
who voluntarily terminated against staff advice.
Evaluation Results and Discussion
Programmatic Issues
WAS THE PROGRAM IMPLEMENTED AS PLANNED AND COULD IT BE REPLICATED?
Throughout the 3-year implementation period of the program enhancements, CEAD Council
monitored accomplishment of program objectives through quarterly reports as well as various
other evaluation measures. The reports included service statistics as well as fiscal accountability
measures. A summation of the quarterly reports reflects the accomplishments of the program.
The original goals and objectives were categorized as a multi-focused strategy toward
remediation in issues that had previously negatively influenced adolescent treatment access,
therapeutic processes, and client retention. Each of the goals was correspondingly defined by
various objectives, enhancement implementation efforts, programmatic aims, methodologies, and
activities as the development of the project continued. Process evaluation measures included
documentation of attainment of service statistics for each of the areas of remediation. A summary
of the data from reporting periods of January 1, 1991, through March 31, 1993, is given below as
an example of the program's attainment of objectives.
Access and Assessment
Case finding. The enhanced multidisciplinary staffing pattern of the grant award provided for a
sufficient number and quality of staff to respond to needs for rapid assessments, assessments
within schools and community settings, and extensive contacts with community and agency
personnel to enhance early identification, intervention, referral, and education of significant
community "gatekeepers." During the above stated time period, 700 community contacts were
made by project staff. During that same time, screening and assessments were accomplished with
338 adolescent clients, of which 238 completed full admission processes and engaged in
treatment services.
Transportation. The program had been targeted toward adolescent clients and their families in a
rural four county area that covered approximately 2,100 square miles without the availability of
public transportation. Program staff had reported that lack of viable transportation was frequently
instrumental in creating client's early termination from treatment. Consistent utilization of the CEAD Council transportation services occurred during the reporting time period with a total of 1,729 uses of transportation to or from program
services.
Physical Assessments. During the reporting period, 123 clients were seen by the CEAD Council
Medical Director. Clients not seeing the CEAD Council Medical Director had regular physicians
within the community or recent physicals from local care providers, and their issues pertinent to
substance abuse treatment were reviewed by the Medical Director.
Psychological Assessments. A total of 428 cases were reviewed with a consulting psychologist.
The consulting psychologist participated in weekly review sessions with the clinical staff of the
program to offer input to specific case treatment planning, additional clinical supervision, and
occasional inservice training.
Treatment Process
Staff additions. The staffing complement of the program was increased by the equivalent of six
FTE positions. The grant allowed a more multifaceted staff to meet the multiple treatment needs
of adolescents, including biological/physical, psychological, informational, vocational,
educational, social, cultural, and adjunct issues needing attention within the primary addiction
services. Having the additional staff capabilities also influenced enhanced age-specific
programming and extensively increased family involvement in the program. Prior to the
enhanced programming, less than 10 percent of the clients had significant family involvement in
any area of their treatment programming. Family issues had been frequently identified as a
problem area in clinical supervision meetings. Through the enhanced staffing, weekly joint
family therapy groups as well as weekly gender-specific therapy sessions were added to the
program. The core program, which had included one therapy group per week and an individual
counseling session, was expanded to a daily availability of multidimensional programming from
which counselors could individually tailor treatment planning on an ongoing basis as clients and
families progressed through recovery.
The original grant application did not call for an increase in numbers of clients to be served by
the program, but was rather a mechanism to increase the level of intensity of services offered to
the same number of people as had been the program's normal experience. However, as the
program developed and matured through the grant cycle, increased clients and family members
were readily subsumed into the program without adding measurably to the program costs. As can
be seen in table 1, a comparison of projected to actual services reveals an increase in services provided over the original expectations.
Table 1. Comparisons of actual and projected clients
| Projected and actual clients sceened and assessed |
|
| Projected |
Actual |
Additional actual family assessments |
Total |
| Year 1 |
60 |
74 |
66 |
140 |
| Year 2 |
116 |
158 |
98 |
256 |
| Year 3 |
116 |
160 |
104 |
264 |
| |
|
| Total |
292 |
392 |
268 |
660 |
| Projected and actual clients engaging in the treatment process |
| |
Projected |
Actual |
Additional actual families in treatment |
Total |
| Year 1 |
50 |
66 |
40 |
106 |
| Year 2 |
89 |
117 |
45 |
162 |
| Year 3 |
89 |
127 |
54 |
181 |
| |
|
| Total |
228 |
310 |
139 |
449 |
In summary, a review of the process evaluation measures revealed that the program had met
objectives as planned. Additionally, the program exceeded projected figures for numbers of
clients to be served without any additional increases in program staffing patterns or funding. The
attainment of the goals and objectives of the program with the addition of exceeding annual
projections of clinical services is an indication that similar programs could be implemented in
other locations. The program staff complied with and exceeded activities specified in their goals.
With appropriate fiscal resources for sufficiently qualified staff and the additional
equipment/facility resources such as were made available through Federal funding, it appears that
similar programmatic structures could be replicated and implemented in other areas.
Demographics
WHAT WERE THE DEMOGRAPHICS OF THE POPULATION THAT WAS SERVED?
A sample of 97 records was reviewed and data were gathered regarding demographic information
taken from the client application forms. The application forms included multiple demographic
questions that revealed characteristics of the population that was served.
The average age of clients was 17.4 years with ages in the sample group as follows: 10-15 years,
14.4 percent; 16 years, 19.6 percent; 17 years, 15.5 percent; 18 years, 19.6 percent; 19 years, 16.5
percent; and 20-22 years, 14.4 percent. The primary racial group was Caucasians, with one
American Indian, three Hispanics, and two clients from other racial groups represented in the
sample. Clients were 77.3 percent males and 22.7 percent females. Most of the clients (85.5
percent) lived with their family. Low income was a pervasive issue in the sample, with about
two-thirds of the families (66.3 percent) having an annual income of less than $7,401; 17.9
percent had incomes between $7,401 and $19,644.
While about a third of the families did not report a source of income, 45.3 percent indicated
having some income through wages or salary and 22.1 percent indicated receiving some form of
public assistance or other source of income. In reporting their employment status, 63.9 percent of
the clients were currently enrolled students, while 14.4 percent reported being employed on a full
or part time basis. Almost 10 percent of the sample had not yet even begun high school and were
already in need of substance abuse treatment. About 2 percent of the sample had completed 2
years of college, but the largest representation was the 88.6 percent that had completed
somewhere between the 9th and 12th grades.
A large proportion of these adolescents had already found themselves in trouble with the legal
system: 67.7 percent had previous arrests of from 1 to 5 times and 5.4 percent had been arrested
between 6 and 10 times; 26.9 percent had never been arrested. Even with the multiple indicators
of problems existing in the lives of these adolescents, 61.5 percent reported that they had never
previously received treatment, while 34.4 percent had been in treatment one or two times prior to
their current admission and 4.1 percent had been in treatment for from three to five prior
admissions. Multiple referral sources had facilitated the adolescents' entry to treatment with the
primary source of referral from the courts at 47.9 percent. Other referral resources included
hospitals/physicians, Alcoholics Anonymous (AA) and Narcotics Anonymous (NA), State
Corrections, family, self, schools, Protections and Advocacy, the Department of Children and
Family Services, and TASC.
The data discussed in this section were gathered in the first admission interview with the clients.
We frequently found that later clinical interviews reported far greater instances of substance use
and abuse than had been revealed in either the admission interview or in the standardized testing.
It appeared that as the clients became better acquainted with treatment and the clinical staff, they
became more open about more extensive use patterns than had been revealed at admission.
Keeping in mind this potential minimization of reporting, a full 50.8 percent of the clients who
answered the question on first use of substance—63 of 97 clients—reported that they initially had
begun use of substances at or below the age of 13. Another 41.2 percent began their substance
use at or below the age of 16. Put in the context of adolescent development, by the time these
adolescents were just able to begin driving, 92 percent had begun use of substances.
Substances that were reported as being the "primary substance of choice" included: alcohol, 72.9
percent; marijuana, 19.8 percent; amphetamines, 5.2 percent; PCP, 1 percent; and inhalants, 1
percent. The reported frequency of use for the primary substance of abuse was categorized as
follows: No use during the preceding month, 29.2 percent; less than or once per week, 40.6
percent; and several times a week through more than three times daily, 30.2 percent.
Additionally, 66 of the clients also reported a secondary substance of abuse as follows:
marijuana, 53 percent; alcohol, 33.3 percent; amphetamines, 10.6 percent; and inhalants, 3
percent. Frequency of use of the secondary substance of choice was as follows: no use in the
preceding month, 37.9 percent; less than or once per week, 25.8 percent; several times a week
through more than three times daily, 33.3 percent; and frequency unknown, 3 percent.
The demographic information of these clients is indicative that rural America has not escaped the
problems of substance abuse among adolescents. The treatment program is located in a primarily
rural area within a central Illinois four-county catchment area of approximately 2,100 square
miles and a population base of about 107,000 people. The two largest towns in the area have less
than 20,000 people, and the closest metropolitan area of 50,000 or above population is over 50
miles away from the major population centers of the program.
Treatment Issues
Examination of the treatment issues was handled by data analysis of psychological testing using
the Personal Experience Inventory (PEI) (Winters et al. 1988) that is completed on all clients
entering the program. First, a sample of 30 records of clients who had voluntarily terminated
services against staff advice prior to program completion was chosen. A matched sample by age
and gender of 30 client records was then chosen to be the comparison group who had
successfully completed program services. Length of stay in program services for the entire
sample varied from 8 to 363 days of enrollment with an average length of stay of 128 days. Initial
expected length of stay in program services is determined at the beginning of treatment based on
clinical needs and was documented in the treatment plans of the client records. Determination of
early termination and or successful program completion is assessed by the counselors at the time
of discharge, approved by the clinical supervisor, and documented in the discharge summary.
Due to the low number of early terminations, records were chosen throughout the 3-year duration
of the grant program enhancements.
WHAT PATTERNS OF ADDICTION EXISTED IN THE ADOLESCENT CLIENTS WHO WERE SERVED?
The substance abuse scales of the PEI classify reported usage patterns of the following
substances: alcohol, marijuana, LSD, PCP, cocaine, amphetamine, Quaalude (methaqualone),
tranquilizers, heroin, opiates, and inhalants. The usage patterns examined for this study include
those reported as having been used in the past year and those in the past 3 months.
We noted that frequently the clients' scores on this subset of items indicated lower reported
patterns of usage than that which was reported in the initial clinical assessment process or in later
progress notes.
The usage patterns shown in table 2 reveal significant substance abuse among the 60 clients and widespread abuse of multiple
substances, which is not the common perception of "rural America." Unfortunately, it appears
that the societal misconception of rural areas being less affected by substance abuse than the
urban counterparts is quite inaccurate according to the testing reports of these adolescents. Of
equal concern is that the average age of this sample of clients was 16; ages ranged from 13 to 19.
The average age of the first use of substances was 13; ages of first use ranged from 5 to 16. In
this samples, 16.7 percent reported their age of initial use to be at or below the age of 11.
Table 2. Percentage of clients using substances by time frame and frequency
| Substance used |
In past 3 months |
In past year |
20+ times in 3 months |
20+ times in past year |
|
| Alcohol |
66.7 |
96.7 |
10.0 |
36.6 |
| Marijuana |
41.6 |
65.0 |
6.6 |
20.4 |
| LSD |
8.3 |
20.0 |
— |
6.6 |
| PCP |
— |
5.0 |
— |
— |
| Cocaine |
1.7 |
10.0 |
— |
— |
| Amphetamines |
10.1 |
25.0 |
1.7 |
1.7 |
| Quaalude(Methaqualone) |
1.7 |
3.4 |
— |
3.3 |
| Barbiturates |
— |
7.7 |
— |
— |
| Tranquilizers |
1.7 |
3.4 |
— |
1.7 |
| Heroin |
— |
— |
— |
— |
| Opiates |
3.4 |
9.4 |
— |
— |
| Inhalants |
5.1 |
28.3 |
— |
6.6 |
WHERE THERE PATTERNS OF CONCOMITANT DIAGNOSES PRESENT IN THE CLINICAL POPULATION?
The individual client profiles on the PEI denote six scales that encompass various psychological
concomitant issues. The results of examination of these scales across the full sample of clients
are shown in table 3.
| |
Indicator for psychiatric/psychological |
Referral indicator for physical abuse |
| |
Frequency |
Percent |
Frequency |
Percent |
| Yes |
13.0 |
21.7 |
13.0 |
21.7 |
| No |
47.0 |
78.3 |
47.0 |
78.3 |
| |
Indicator for eating disorder |
Indicator for family chemical dependency |
| |
Frequency |
Percent |
Frequency |
Percent |
| Yes |
5.0 |
8.3 |
32.0 |
53.3 |
| No |
17.0 |
28.3 |
27.0 |
45.0 |
| Missing |
38.0 |
63.3 |
1.0 |
1.7 |
| |
Indicators for sexual abuse |
Indicators for suicide potential |
| |
Frequency |
Percent |
Frequency |
Percent |
| Yes |
12.0 |
20.0 |
12.0 |
20.0 |
| No |
47.0 |
78.3 |
47.0 |
78.3 |
| Missing |
1.0 |
1.7 |
1.0 |
1.7 |
Although a full 20 percent of the subjects attested to scaled items on many subtests, by far the
most predominant concomitant psychological issue was chemical dependency in the family. Such
information is consistent with the literature in the substance abuse field that has traditionally
considered genetic elements to enhance risk factors among the children of alcoholics. With the
current shortage of treatment availability for both adults and adolescents, the occurrence of the
high incidence of reported familial addiction is of greater concern for the future. If treatment
availability continues to lag painfully behind the demand for services, it is predictable that the
problems evidenced by these adolescents will only be repeated in the years to come in the next
generations. Additionally, the data revealed disturbing rates of concomitant problems among
these adolescents that further enhance their needs for treatment. The significance of family
involvement in the treatment process is underscored by these data. The likelihood of significant
changes in the adolescents' lives is certainly more at risk if dysfunctional families are not also
brought into the treatment process for the needed opportunities for recovery of the whole family
constellation.
IS THERE A SIGNIFICANT DIFFERENCE BETWEEN THOSE CLIENTS WHO SUCCESSFULLY COMPLETED THE PROGRAM AND THOSE WHO VOLUNTARILY TERMINATED SERVICES PRIOR TO PROGRAM COMPLETION?
The final question for this evaluation was concerned with examination of the PEI testing results
to determine if significant differences were present among those clients who successfully
completed the treatment program and those who voluntarily terminated against staff advice.
Client retention problems have frequently been noted in the treatment field literature and have
presented issues of concern for practitioners. The clinical staff of the Adolescent Program had
wrestled with this issue in their staff meetings regarding program quality assurance even though
their client retention rates across the 3-year time span were frequently higher than those quoted in
the general substance abuse field literature (which quotes early termination rates of anywhere
from 20 to 50 percent as not uncommon for adults and higher expectancies for adolescent
programs). If the program evaluation was able to determine client characteristics that
differentiated potential ASA clients from program completers, the utilization of evaluative results
could be enhanced by the existing staff interest in this question.
A sample of 30 client records of male and female adolescent clients who had voluntarily
terminated program services was matched by age and gender with a same size sample of clients
who had successfully completed program services according to their individualized treatment
plan. The PEI is delineated into various categorical areas (Validity Scales, Basic Scales, Clinical
Scales, Substance Abuse Frequency Scales, Personal Risk Factors, and Environmental Risk
Factors) that—other than the validity scales—are each then further defined by various subscale
groupings. Additionally, each individual client profile of testing results classifies potential
concomitant clinical issues such as sexual abuse, familial chemical dependency, and suicide risk,
among other issues that were discussed in the section on concomitant disorders.
Data were obtained from each of the client records using the T-score given in the individual
client profile. Each client profile gives T-scores as compared with a normative group of high
school students or a normative group based on chemical dependency drug clinic adolescents. The
T-scores based on the high school students normative group were chosen for this analysis as
perhaps being more sensitive to the outpatient sample of clients seen by the program, many of
whom may have been in early stages of addictive patterns and still been eligible for program
services. T-scores were recorded across each of the subscales for a total variable pool of 61
clinical subscales, 6 validity scales, and a variable for whether or not the client was a currently
enrolled student. Discriminant analysis was utilized to obtain the differentiating characteristics of
the two groups. The discriminant analysis obtained a canonical correlation value of R=.92, d.f.
=30, p = .0000.
The data revealed significant differences between the two groups to obtain predictive group
membership of 100 percent. Characteristics of each of the two groups as delineated in the
discriminant analysis are portrayed in table 4. The characteristics have been ranked in order of
the magnitude of the standardized canonical discriminant function coefficient. Although all
scales that contributed to the equation are listed, those scales that contributed minimally
(standardized coefficient of < +1.00) have been noted with an asterisk.
Gleaning meaningful information for use by practitioners from the above data is complex due to
the multiple characteristics determined as significant in the discriminant analysis equation.
Attempts to reduce the characteristics to the top five, and/or to categorize by substance use
patterns only or clinical scale indicators only, created reduced levels of prediction available in the
equation and much greater probabilities of incorrectly assigning group membership. The
indicators listed in table 4 are evidence of the complexity faced by practitioners in their attempts
to complete accurate clinical assessments, match clients with the appropriate treatment levels of
care, and to be able to predict potential tendencies toward early termination.
Table 4. Discrimination analysis of group characteristics
| Early terminations (ASA Group) |
Program completers (PC Group) |
|
|
| Opiates in past year |
Amphetamines in past year |
| Personal involvment with drugs |
Transituational drug use |
| Cocaine in past year |
Opiates in past 3 months |
| Inhalants in past year |
Cocaine in past 3 months |
| Amphetamines in past 3 months |
PCP in past year |
| Alcohol in past 3 months |
Psychiatric referral indicated |
| Psychosocial infrequency response bias |
Inhalants in past 3 months |
| Peer chemical involvement* |
Clinical preoccupation with use |
| Personal risk-social isolation* |
Scale 1 infrequency bias |
| Psychosocial dependence response bias* |
Loss of control |
| Barbiturates in past year* |
Marijuana in past 3 months* |
| Personal risk-deviant behavior* |
Sexual abuse indicator* |
| |
LSD in past year* |
| |
Scale 1 Dependence response bias* |
| |
Personal risk-Rejecting convention* |
| |
Personal risk-Spiritual isolation* |
| |
Currently a student* |
*Minimal contribution to the equation (see text).
All characteristics p<.005.
The characteristics of the ASA group (the early terminators) suggest an increased likelihood of
early termination in adolescents who have used multiple substances in the past year, including
opiates, cocaine, inhalants, and barbiturates, but are more likely to have used only amphetamines
and alcohol in the past 3 months prior to treatment. It is likely that these clients have extensive
personal involvement with drugs, suggested by using at inappropriate times such as early in the
morning or at school; they probably use for psychological benefit and restructure activities to
accommodate use. Their response to testing may indicate questionable validities in results and
high indices of defensiveness. Adolescents in this group would tend to associate with chemical
abusing peers; however, they probably perceive high levels of social discomfort, incompetence,
and feelings of mistrust toward others. They would tend to be socially isolated and feel socially
inept. Adolescents in this group would also be more likely to have participated in unlawful,
delinquent, or oppositional behavior.
Adolescents in the Program Completers group also present a fairly complex picture of clinical
need. In differentiating between the two groups, the clinical similarities of the entire population
should be kept in mind, in that both groups are by definition adolescents who had been involved
in substance abuse outpatient treatment. It is not as if the comparison is between adolescents in
treatment and those who present without dysfunctional symptomatology or comparison between
significantly differing levels of pathology along the continuum of chemical dependency
progression. The group differentiations are derived characteristics from a supposedly
homogenous subpopulation of adolescents.
Suggested characteristics of the Program Completers group include similar multisubstance use
patterns in the past year of such substances as amphetamines, PCP, and LSD, but much more
extensive use of substances in the 3 months prior to treatment, including opiates, cocaine,
inhalants, and marijuana. This group is characterized by more extensive severity symptoms of
chemical dependency, including transituational drug use, loss of control, and clinical
preoccupation with drug use. Adolescents in this group are more likely to have high scores in the
indicators for psychiatric referral and to have been victims of sexual abuse. They may also show
symptoms of response biases in infrequency and defensiveness. Adolescents in this group may be
likely to reject convention, fail to endorse traditional beliefs about right and wrong, and tend
toward antisocial and unconventional moral beliefs. These adolescents tend toward absence of
spirituality, spiritual beliefs, and the use of prayer in their life. This group is more likely to be
comprised of currently enrolled students.
Another interesting comparison that can be derived from the total psychological characteristics of
each of the two groups is that the ASA characteristics tend toward external interpersonal
elements while the PC characteristics are more of an internal intrapersonal nature. Additionally, the differences in substance use characteristics
between the two groups show increased recent use of multiple substances in the PC group, as
well as characteristics of more extensive chemical dependency patterns such as loss of control
and clinical preoccupation with drugs.
Perhaps what the Adolescent Program has begun to discover is empirical evidence of that which
substance abuse practitioners have intuitively known for years as "readiness" or "hitting
bottom." Could it be that the internal emotional struggle as the disease of chemical dependency
progresses—as opposed to external problems that signify initial stages of abusive patterns—is
composed of such significantly dichotomous processes that ASA/PC group memberships can be
predictable? Can corresponding interventions be created to intervene in tendencies toward ASA
prior to early program termination and further progression of the illness process? Is it the lesser
amount of internal struggle and crises in the ASA group that has reduced their motivation to
complete program services? Will further progression of the illness within these individuals
reflect corresponding similarities to the PC group?
The internal evaluation of this program reflects extensive levels of program goal attainment, a
delineation of program enhancements and client demographics, and an explication of
characteristics of significant group predictability between early terminations and program
completers. Multiple avenues for further research, including larger samples and questions of
relevance to practitioners, the scientific community, and State and Federal policymakers, are
suggested by this study.
Recommendations
The various data gathering mechanisms utilized in this study revealed high levels of program
accomplishment. The program met or exceeded its original program expansion goals. Staff were
cooperative and interested in the evaluation study as well as hopeful about continuing program
improvements. A major barrier to ongoing provision of successful services occurred with the
expiration of the Federal funding at the end of the 3-year demonstration period. Replacement
funding that had originally been expected from State mechanisms also was not available.
Although no ready source of funding to continue the program at full capacity with the multiple
enhancements was available, the Board of Directors of the agency supported continuation of a
reduced structure program that retained many of the critical enhancements such as the Leadership
Center and transportation. The agency continued to seek replacement funding, as community
need for service was not reduced.
The complex patterns and issues suggested by this analysis call into question the trend toward
simplistic screening devices as opposed to thorough assessment. Further avenues of research are
suggested by this study that could assist in bridging the gap between practitioners and the
scientific community. For too long, practitioners in the substance abuse field have been left
without viable evaluative research to assist in their understanding of potential program
improvements or to give them opportunities for replication of models that show promise. It is
hoped that this study is a step in the right direction for a future that elucidates greater
understanding of the complex nature of substance abuse and recovery for adolescents.
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