Toward more responsive and effective intervention systems for alcohol‐related problems
Bibliographic record
Abstract
In a landmark volume, an international team of scholars made a case for ‘Broadening the base of treatment for alcohol problems’. [Institute of Medicine (IOM) 1990]. Among other general goals, it called for expanding the continuum of care beyond short-term, abstinence-oriented treatments, creating more services for non-dependent problem drinkers and designing more responsive and better coordinated intervention systems. Building upon these themes in light of the past decade's scientific and clinical progress, this editorial attempts to: (1) translate the above goals into conceptual guidelines and discrete applications that will contribute to the development of more responsive, accessible and complete systems of care; and (2) discuss new directions in applied intervention research that will inform changes in service delivery systems. The scope of this editorial is limited in two respects. Firstly, it expresses an idealized vision of the future of alcohol intervention rather than dwelling on the significant economic, cultural, political, religious and other barriers to attaining it. Secondly, although a few outstanding cross-cultural, comparative studies of addiction treatment systems have been conducted in recent years (e.g. Klingemann et al. 1992; Klingemann & Hunt 1998; Porter et al. 1999), the lack of current and complete data on many societies leaves all commentators at times unduly influenced by their own nation's experience, in this case that of the United States. As context, we preface our proposals for intervention and research with two empirically supported assertions: (1) alcohol problems are best characterized as environmentally responsive behavioral health problems; (2) current systems of care for alcohol problems are often unresponsive to the fact that the affected population is diverse on every dimension relevant to intervention (e.g. problems, resources, treatment preferences, goals, motivations and behavior change pathways). These arguments will be familiar to many readers, but merit adumbration because alcohol intervention systems in many countries have developed without heed to them (Porter et al. 1999), even when they were accepted by the local community of scholars. Alcohol problems are environmentally responsive behavioral health problems. Over the latter half of the 20th century, many nations moved from a moral to a medical view of alcohol problems, often by embracing some variant of the disease model (Klingemann et al. 1992; Blomqvist 1998). Such medicalization helped move alcohol problems into the purview of professional health care and applied science, but the limitations of understanding substance abuse solely as a biomedical disorder have been recognized for some time (Curran et al. 1987; Pattison et al. 1977). Viewing alcohol problems as environmentally responsive behavioral health problems retains the valuable, hard-won alliance with medical services and research, while shifting assumptions about aetiology and behavior change in directions that are better supported empirically. Specifically, it places greater emphasis on extra-therapeutic, environmental forces that shape alcohol misuse. It further recognizes that alcohol problems are unlike acute medical disorders (e.g. infections, broken bones), for which short-term medical treatments can produce lasting improvements without significant changes in patients' behavior or environment. Thus, behavior is inherent in the health problem of substance abuse, rather than merely being a modifier of disease course—as, for example, medication compliance is for the course of HIV/AIDS. This viewpoint is supported by experimental demonstrations that environmental contingencies affect drinking even among severely dependent individuals (e.g. Bigelow et al. 1975), by naturalistic research showing the powerful influence of enduring environmental features (e.g. family, work, love relationships) on the long-term course of alcohol abuse (Bacon 1973; Öjesjö 1981; Edwards 1989; Moos et al. 1990) and by studies of how economic, legal and policy factors affect alcohol use and misuse (Bruun et al. 1975; Room 1987). Perhaps ironically, additional support comes from genetic research, which indicates that large proportions of the variance in the aetiology and course of alcohol dependence are explained by behavioral and environmental factors (McLellan et al. 2000). Taken together, these findings demonstrate the ‘embedded-ness’ of alcohol problems within the surrounding environmental context and argue for greater concern with such forces in intervention systems. This supports conceptual and practical connections across a continuum of interventions that span individual clinical treatments, mutual help and other community-based interventions, and economic and policy initiatives aimed at reducing alcohol-related problems. Alcohol intervention systems are often unresponsive to the full range of problems, resources, treatment preferences, goals, motivations and behavior-change pathways within the affected population. In most of the 77 countries recently surveyed by the World Health Organization (WHO), the alcohol treatment system is tailored to serve highly dependent drinkers (Porter et al. 1999). Although such individuals certainly merit attention, treatment systems targeted solely at them are not responsive, appealing or effective across the population with alcohol-related problems because it is quite diverse on every dimension relevant to intervention. Several lines of research support this contention. Epidemiological studies show that only a small proportion of persons with problems seeks specialist alcohol treatment services (Marlatt et al. 1997). Utilization rates are particularly low among non-dependent problem drinkers, which is unfortunate given that they compose the majority of persons with problems and are responsible for the bulk of alcohol-related harm (Bruun et al. 1975; Institute of Medicine 1990). Contrary to some clinical lore, lack of help-seeking cannot uniformly be attributed to denial or to a lack of motivation to reduce problem behavior, because many individuals with problems of all severities eventually reduce or cease problem drinking in the absence of intervention (see Klingemann et al. 2002, for an international review of evidence). Along the same lines, every developed nation has voluntary mutual help associations for alcohol problems [e.g. Alcoholics Anonymous (AA), Croix D'Or; see Room 1998; Mäkeläet al. 1996]. Given the significant effort that persons with problems expend to create mutual help organizations, even when professional services exist, it seems clear that problem drinkers desire a broader range of alternatives than most current systems provide. Diversity among people with alcohol problems is also evident in the patterning, time course and outcomes of behavior change efforts (Weisner 1991; Schmidt & Weisner 1993; Tucker & King 1999; Klingemann et al. 2002) and in motivations and preferences for services (Klingemann et al. 1992; Weisner & Schmidt 1993). For example, some problem drinkers quit on their own or after a single brief intervention, whereas others engage in many treatment episodes over a period of years without achieving stable resolution (Simpson & Tucker 2002). Treatment motivations are also variable, comprising social and legal pressure, desire to reduce alcohol use per se and desire to reduce the consequences of drinking (Schmidt & Weisner 1993). Such variegations within the problem drinking population suggests a need to significantly redesign intervention systems that focus primarily on a homogenous subgroup of individuals. From these orienting concepts, several suggestions follow for how alcohol intervention systems can increase their effectiveness, accessibility and coverage of the continuum of need. Some recommended changes are already occurring at the level of policy (e.g. see Morawski 1992 on Polish treatment policy) and/or practice (e.g. see Zweben & Fleming 1999 on the dissemination of brief interventions in primary care settings). Nevertheless, ample room remains to improve intervention systems even in the most forward-looking societies (Porter et al. 1999). To care for total populations, alcohol intervention systems should be systems in more than name. Caring for a diverse population is a task for intervention systems, but many societies have an uncoordinated ‘grab bag’ of services that is a system in name only (Klingemann et al. 1992). Resource allocation is often driven by political and non-scientific concerns that may not maximize population coverage and positive outcomes (Tucker & Davison 2000). To promote rational resource distribution that maximizes population impact, the utility of services for a given subgroup should be weighed explicitly in relation to what could be done with the same resources if applied elsewhere along the continuum of need. Leadership and political will are essential to this process, as is a coherent organizing principle, for example the ‘stepped care’ concept. A ‘stepped care’ model of service delivery is similar to the way some countries dispense medical care (Sobell & Sobell 1999): specifically that the least intrusive and expensive intervention that is likely to be effective is the first line of treatment, and more intensive services are offered only if the initial step proves inadequate. Limited intervention resources are thus titrated based on need, which departs from historical patterns in some countries (e.g. the United States) to dispense intensive speciality treatment to all help-seekers. We further suspect that such systems will be more effective if problem drinkers have substantial choice concerning at which step they enter the system, rather than being assigned (not to say ‘matched’) to treatment based solely on professional judgement. ‘Extensity’ should be prioritized in service provision. The variability in the temporal course of drinking problems strongly suggests that it would be a better investment to expend less healthcare resources during each contact with the client (i.e. be less ‘intensive’), thus allowing intervention to extend over a longer period (i.e. be more ‘extensive’). This would be a reversal of the more common practice of expending large amounts of healthcare resource on patients for short periods. This recommendation is especially applicable to individuals with chronic, serious problems, who heretofore have been the heaviest consumers of intervention resources and who are likely to need assistance for lengthy intervals. This recommendation follows logically from the finding that enduring environmental features influence the course and resolution of drinking problems. If the environment is positive and supportive, a brief intervention can be effective. But as the task of change becomes harder (i.e. dependence is greater), and the environment is less supportive, the intervention itself must become more extensive to compensate. Put another way, if the environment lacks positive enduring features, then the intervention must become one. This is what we mean by ‘extensity’. Some extensive interventions are already widely disseminated. Long-term outpatient treatment, which occurs while the client is dealing with the natural environment, is one such intervention. Another is low-cost, peer-managed, long-term sober residences such as Oxford Houses (Nealon-Woods et al. 1995). Less well known but worthy of attention is Mulford's (1979a) innovative community consultation team approach, in which outreach workers link alcohol-dependent individuals to enduring, sobriety-supportive, community resources. Stout and colleagues (Stout et al. 1999) developed another promising extensive intervention, known as ‘extended case-monitoring.’ Each intervention contact is short (usually 15–30 min) and entails supportive telephone contacts with alcohol abusers and their significant others. During the phone call, the case manager empathizes with current concerns, asks about drinking and makes suggestions for treatment if a crisis or relapse appears imminent. This inexpensive intervention can be continued for years, with the frequency of contacts being tapered over time. Initial evidence indicates that extended case-monitoring can prevent relapses and reduce utilization of intensive services (Hilton et al. 2001). Extensive services such as extended case-monitoring might work well in combination with one of the recently developed medications for alcohol dependence (e.g. Acamprosate) that seem to have some effectiveness (Garbatt et al. 1999). If the experience of Western healthcare systems with chronic psychiatric disorders generalizes to alcohol dependence, many people once hospitalized for drinking problems will be treated through long-term medication management. For example, following any needed, brief, social or medical-model detoxification, alcohol-dependent patients will receive a counseling session and medication prescription from a primary care physician or psychiatrist. This will be followed by brief visits to a psychiatric nurse once or twice a month for medication management, with further case-monitoring as needed for a year or two (potentially with co-occurring involvement in a mutual help group). Support would thus be extensive, rather than intensive and transitory. The voluntary sector (e.g. civic groups, religious organizations) is another important extensive resource, particularly as governments retreat from financing professional alcohol services in many developed nations. Mutual help organizations are usually the most important component of the voluntary sector. AA is the best known, but there are many others around the world such as Blue Cross, The Links, Women for Sobriety, Abstainer's Clubs, Moderation Management and Zenkoku Danshu Renmei (Room 1998). These organizations can engage individuals with serious problems indefinitely, and because they build social relationships and provide social activities, they can alter members’ daily environment in lasting ways. Thus, they are a prototypic extensive intervention. They serve both those who need them continuously and those who return intermittently during times of increased risk or crisis. Two positive developments on this front are worth noting. Researchers have made significant strides in developing effective methods for treatment professionals to link alcohol-dependent patients to self-help groups (for a review, see Humphreys 1999). At the level of policy, nations such as Germany and Canada have been forward-looking in using public resources to strengthen the infrastructure supporting self-help organizations, including referral services and information programs (Hatch & Kickbush 1983). Systems should enhance the accessibility, appeal and diversity of services. At least four avenues suggest themselves here. Firstly, interventions aimed at drinkers with mild to moderate problems should be disseminated more broadly, particularly brief motivational interventions. The venues for dissemination could include non-speciality healthcare, work-site, school and other community settings. Site selection should take into account the base rates concerning where alcohol problems are likely to surface (e.g. in emergency departments; in comorbid presentation with mental health problems such as depression and anxiety; Weisner & Schmidt 1993), and the availability of local resources for managing alcohol problems once they are identified. Secondly, telehealth services offer a largely untapped method for reaching problem drinkers who are not in treatment and for monitoring their progress at a distance after they receive an intervention. Technological, ethical and other concerns remain to be resolved (Jerome et al. 2000), but telehealth services have obvious potential to reach a larger percentage of the population in need. 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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".