Introduction
Spirituality is a concept that has been connected with alcohol dependence for many years (Vaillant
1983). The cultivation of spirituality is a hallmark of Alcoholics Anonymous (AA
1972). Members of AA believe that drinking problems stem from the experiences of inner emptiness, the lack of purpose and meaning of life, and the destruction of moral virtues, especially from being resentful, unable to forgive, and self-centeredness (AA
1972,
2001; Twerski
1997). The AA 12-step program of recovery involves believing in, accepting, and relying on a power higher than self, changing personal values, and helping other persons with alcohol dependence by taking the message of spiritual awakening to them (AA
2001; Miller
1998). The spiritual philosophy of AA has been implemented in numerous formal alcohol treatment models, especially the Minnesota model, which assumes that alcohol dependence affects persons physically, mentally, socially, and spiritually, and thus, each dimension of functioning should be included in therapy to provide adequate care (McCrady et al.
2014).
For the past two decades, addiction researchers also have exhibited a rising interest in spirituality and its manifestations (Cook
2004; Jarusiewicz
2000; Miller
1998). The current study is intended to advance previous work on spiritual coping and spirituality-related virtues—forgiveness and gratitude—and on the role they play in alcohol addiction therapy.
Research on Alcohol Dependence and Spiritual Functioning
A substantial number of studies have demonstrated that spirituality is a protective factor against alcohol dependence (Giordano et al.
2015; Miller
2013). It has also been noted that extensive drinking has a negative influence on spiritual involvement and spiritual well-being (Miller
1998). Moreover, spirituality is known to support recovery from alcohol dependence by providing individuals with a sense of purpose, meaning in life, and optimism, buffering stress and increasing social support (Jarusiewicz
2000; Lyons et al.
2010; Miller
19982013; Pardini et al.
2000; Piderman et al.
2008). Alcohol addiction therapy may also evoke substantial improvements in the spirituality domain, in some cases leading to the experience of spiritual awakening (Strobbe et al.
2013).
Surprisingly, despite these well-documented associations between spirituality and alcohol dependence as well as between stress and drinking problems (e.g., the stress-coping model of addiction; Wills and Hirky
1996), few studies have explored the impact of spiritual coping on alcohol dependence and its treatment. Further, all of them included only religious coping, excluding other domains of spiritual coping. For instance, Medlock et al. (
2017) conducted a study among 331 persons with substance abuse disorders who were admitted to a psychiatric hospital for inpatient detoxification. In this study, positive religious coping correlated with greater mutual-help participation, fewer days of substance use in the previous month, and lower substance craving during detoxification. Conversely, negative religious coping was associated with higher drug craving and lower confidence in the ability to maintain abstinence post-discharge. In another study (Robinson et al.
2011), a six-month drop in negative religious coping among 364 alcohol-dependent individuals predicted more favorable drinking outcomes at nine-month follow-up. Overall, the studies suggest that positive religious coping may enhance outcomes of alcohol addiction therapy, while negative religious coping may be a barrier to treatment success (Puffer et al.
2012).
Analogously to religious coping, forgiveness is also known to play an important role in treatment of alcohol dependence. Statistically, resentment, hostility, and anger are higher in alcohol- and other substance-dependent people than in other populations (Lin et al.
2004). Excessive drinking of alcohol is often seen as a maladaptive strategy of coping with resentment or shame (Morrison et al.
2012). Moreover, anger was found to be a common risk factor for relapse (Levy
2008). Thus, as an adaptive coping strategy that helps to mitigate negative emotions toward others and toward self, and to improve self-esteem (Lin et al.
2004), forgiveness is recognized to constitute recovery capital for alcohol-dependent persons (Laudet and White
2008). Indeed, in the aforementioned study by Robinson et al. (
2011), six-month changes in a general measure of forgiveness predicted improvements in nine-month drinking outcomes. Notably, a six-month increase in forgiveness of self had a stronger effect on nine-month favorable drinking outcomes than forgiveness of others. In another study Webb et al. (
2006) examined the relationships between aspects of forgiveness (namely forgiveness of self, of others, and by God), alcohol use, and alcohol-related consequences among 157 people entering alcohol addiction treatment. At baseline, all aspects of forgiveness were inversely correlated with alcohol use and drinking consequences variables. However, relationships differed depending on the aspect of forgiveness and kind of alcohol-related variables. At follow-up, only forgiveness of self was associated with fewer drinking consequences. Further, baseline forgiveness of self and forgiveness of others were correlated with fewer drinking consequences at six-month follow-up. These studies suggest the importance of including different aspects of forgiveness in alcohol research and the need to explore their unique impact on drinking-related outcomes among alcohol-dependent persons.
With regard to the role of gratitude in alcohol addiction and its treatment, the data are scarce. Those available demonstrate the salutary effect of gratitude on recovery through several mechanisms: giving meaning to life, developing and maintaining beneficial social relationships, providing more adaptive coping strategies, and improving quality of life (Chen
2017; Nelson
2009). A study carried out by LaBelle and Edelstein (
2018) among members of the 12-step addiction recovery program (
N = 184) showed that gratitude was associated with better indicators of recovery, that is, the 12-step practices and AA promises, and better general life outcomes (i.e., fewer stress and health symptoms; more post-traumatic growth and social support). Similarly, in another study (Krentzman et al.
2015), participating in a 14-day web-based gratitude intervention turned out to catalyze positive cognitions and reinforce recovery among persons attending outpatient treatment for alcohol dependence.
The Current Study
Although spirituality is a multidimensional construct that includes many types of specific beliefs and behaviors (Cook
2004; Miller
1998), much research has focused on spirituality in a broad, general sense rather than on its specific dimensions. Even in those studies that treated spirituality multidimensionally, manifestations of spirituality and spirituality-related characteristics were usually analyzed separately, without considering their different combinations. This topic was brought up by Barton and Miller (
2015) in a study conducted in a sample of 3966 adolescents and emerging adults, and 2014 older adults. Using latent profile analysis, Barton and Miller (
2015) identified subgroups of participants that were homogeneous in terms of the level of daily spiritual experiences and the level of positive psychology traits (namely forgiveness, gratitude, optimism, grit, and meaning). Notably, the established profiles differed with regard to depression and substance abuse, which may suggest that various combinations of positive psychological characteristics have a unique influence on outcome variables.
Given that positive and negative spiritual coping, as well as various aspects of moral virtues, are theoretically related but distinct from each other (Charzyńska
2015; Cook
2004; Pargament
1997; Peterson and Seligman
2004), and taking into account that various dimensions of spirituality may lead to different alcohol treatment outcomes (Krentzman et al.,
2017; Robinson et al.
2011; Webb et al.
2006), there is a need to study their constellations instead of “atomizing” the spiritual sphere by studying them in isolation. Hence, the purpose of this study is twofold: (1) to identify distinct profiles of alcohol-dependent persons with similar patterns of spiritual coping, forgiveness, and gratitude; (2) to examine whether the patients who belong to different profiles would differ in terms of completion rates for an alcohol addiction treatment program. To answer these questions, a person-centered approach was applied (Vermunt and Magidson
2005). This approach, in contrast to a variable-centered approach, assumes that the population is heterogeneous in terms of study variables (indicators), and the goal of the analysis is to distinguish population subgroups of people who are similar to each other (i.e., are internally homogeneous), and who differ from people in other profiles (Collins and Lanza
2010).
The study was exploratory in nature, and thus, no specific hypotheses on the exact number of profiles were formulated. Nevertheless, it was expected that at least three profiles would be derived: one made up of people with high levels of positive spiritual coping, forgiveness, and gratitude along with a low level of negative spiritual coping; another profile with a pattern of indicators opposite to the first profile; and one profile with high levels of all indicators (i.e., both positive and negative dimensions of spirituality). With regard to treatment outcomes, it was hypothesized that members of the profile with high levels of positive spiritual coping, forgiveness, and gratitude, and low levels of negative spiritual coping would be more likely to complete a basic alcohol addiction program compared to members of the other profiles (Giordano et al.
2015; Robinson et al.
2011; Webb et al.
2006). Furthermore, it was expected that patients with an opposite pattern of spiritual coping, forgiveness, and gratitude compared to the first profile would be most likely to drop out from alcohol addiction treatment. It was also assumed that members of the profile with high levels of all dimensions of spirituality would be less likely than members of the first profile but more likely than members of the second profile to complete alcohol addiction therapy.
Procedure
The research procedures were carried out in accordance with the Declaration of Helsinki and were approved by the Institutional Research Ethics Committee at the University of Silesia in Katowice, Poland. The study was carried out at the day care wards of 11 public alcohol dependence treatment centers in southern Poland. The inclusion criteria were as follows: (1) diagnosis of alcohol dependence in accordance with the 10th revision of the International Classification of Diseases and Related Health Problems (ICD-10; World Health Organization
2010); (2) currently in an alcohol addiction treatment program; (3) aged 18 years or older; and (4) provided written informed consent.
Patients participated in group outpatient therapy on weekdays for six to eight weeks, depending on the center. They also attended individual therapy sessions, during which the patient’s current problems were discussed and individual plans of abstinence were prepared. All the centers follow a similar abstinence-focused protocol, integrating elements of the Minnesota model, social learning theory, cognitive-behavioral therapy, motivational enhancement therapy, existential-humanistic therapy, and the experience of the AA movement. Patients are also encouraged by the staff to attend AA meetings. The therapy program covers some topics related to spirituality and moral virtues but these are not a primary focus of the program. Accordingly, none of the treatment centers introduce controlled interventions targeted at enhancing patients’ spirituality or moral virtues.
The baseline measurement was carried out during the first week of the treatment by trained research assistants. The lists of patients who either completed or dropped out from the treatment program were provided by the therapists once a fortnight. All the personal details of the patients were anonymized using pseudonyms.
Statistical Analysis
Before verification of the hypotheses, Little’s Missing Completely at Random test was performed to examine whether the data were missing completely at random (Little and Rubin
1987). The expectation–maximization (EM) algorithm (Dempster et al.
1977) was used to impute missing data. In the next step of analysis, means, standard deviations, and paired comparisons, along with correlation coefficients for spiritual coping, forgiveness, gratitude, and therapy completion, were calculated.
To test the hypotheses, a latent profile analysis (LPA), which is one of the methods of the person-centered approach, was conducted. LPA is an extension of latent class analysis (LCA) that uses continuous variables as indicators of profile membership (Vermunt and Magidson
2005). LPA enables the grouping of individuals in relatively homogeneous subpopulations, presenting qualitatively and quantitatively distinct patterns on a set of indicators. It has been demonstrated that LPA outperforms traditional clustering procedures (e.g., K-means or hierarchical clustering; Magidson and Vermunt
2002; Meyer et al.
2013).
In the first step of LPA, models containing one to seven profiles were examined and compared using the following information criteria (Nylund et al.
2007; Tein et al.
2013): Bayesian information criterion (BIC), consistent Akaike information criterion (CAIC), and sample-size adjusted BIC (SABIC). Lower BIC, CAIC, and SABIC values indicate better model fit. To estimate the precision with which cases are assigned to profiles, the entropy value was calculated; higher entropy values (i.e., values closer to one) represent better latent profile separation (Magidson and Vermunt
2002). In addition, to provide stable and meaningful latent profile solutions several other criteria were taken into account: model parsimony (in favor of a less complex model), latent profile proportions (the smallest profile could not be made up of less than 5% of the total sample), and substantive interpretability of the profiles (Collins and Lanza
2010).
Once the best solution was determined, the participants were classified into latent profiles on the basis of their probability scores. Finally, using a Wald test, the probability scores were related to an outcome variable, that is, completion of therapy (Vermunt
2010). The calculations were performed in Latent GOLD 5.1 (submodule called Step 3 included; Vermunt and Magidson
2005) and IBM SPSS Statistics version 25 (IBM Corp.
2017).
Discussion
Latent Profile Membership and Its Association with Treatment Completion
The sample of patients of alcohol addiction therapy turned out to be heterogeneous in terms of spiritual coping, forgiveness, and gratitude, which is indicated by five established profiles with different qualitative and quantitative characteristics. Importantly, persons who belonged to different profiles also differed in terms of the rates of treatment completion. Hence, not only do present findings lend strong support to the multidimensional nature of spirituality, but they also, and primarily, indicate that various baseline dimensions of spirituality impact the completion of alcohol addiction therapy to different extents.
As expected, LPA identified the profile with high levels of positive spiritual coping, forgiveness, and gratitude, and a low level of negative spiritual coping (Profile 5). This profile had the greatest probability of completing treatment (0.738), which confirms, consistent with the previous studies (Chen
2017; Laudet and White
2008; Medlock et al.
2017; Pardini et al.
2000; Webb et al.
2006), that spiritual coping, forgiveness, and gratitude build personal and social resources that support recovery from alcohol dependence.
The profile with moderate levels of both positive and negative spiritual variables (Profile 1) turned out to be the most numerous. Approximately one third of persons entering alcohol addiction therapy resorted to both positive and negative dimensions of spirituality. For persons addicted to alcohol, the time periods immediately before and after admission into treatment often bring acute stress as the individual has to deal with the consequences of heavy drinking and psychosocial problems (Puffer et al.
2012). As a consequence, the time periods around early recovery from alcohol dependence seem to stimulate the patients’ use of spirituality to cope with stress, in both positive and negative ways.
In this context, it is important to take a closer look at the results of comparison of Profiles 1 and 5. According to the findings, Profile 1 (“both moderately positive and negative dimensions of spirituality”) had a lower probability of completing alcohol addiction therapy than Profile 5 (“highly positive dimensions of spirituality”). This means that resorting to negative spiritual coping when facing stress—even if positive spiritual resources are used simultaneously—decreases the completion rates for alcohol addiction treatment. This is consistent with the results of previous studies, which noted the detrimental effects of negative religious coping on the outcomes of substance abuse treatment (Puffer et al.
2012; Robinson et al.
2011). The tendency to engage in maladaptive spiritual coping may be associated with a sense of hopelessness about one’s ability to change and other negative affective states that lead to increased alcohol cravings and thus heighten the risk for relapse (Giordano et al.
2015; Medlock et al.
2017).
In accordance with expectations, LPA yielded a profile with relatively low levels of positive spiritual coping, forgiveness, and gratitude along with a high level of negative spiritual coping (Profile 3). However, quite surprisingly, members of another profile (Profile 4, “mixed dimensions of spirituality with the lowest positive religious coping”) turned out to have the highest probability of dropping out from therapy. This result suggests that a very low level of positive religious coping may significantly hamper completion of treatment, even if a person rarely uses negative spiritual coping and has mostly average levels of forgiveness and gratitude. Not resorting to religious sources when coping with alcohol dependence–related stress may limit patients’ chances to experience the numerous benefits of positive religious coping, such as providing a meaningful personal framework; enhancing self-efficacy, optimism, and hope; serving as a buffer against depression; or mitigating alcohol cravings (Giordano et al.
2015; Medlock et al.
2017).
It should be mentioned in this context that members of Profile 4 had a higher level of self-forgiveness compared to Profiles 1–3 (Table
4). A substantial number of studies have demonstrated positive relationships between self-forgiveness and treatment outcomes among alcohol-dependent persons (Robinson et al.
2011; Webb et al.
2006). Furthermore, there is robust evidence that self-forgiveness may be the most important aspect of forgiveness in the treatment of alcohol dependence (Webb et al.
2011). However, there is also some evidence that higher baseline self-forgiveness may be associated with higher probability of dropping out from drug and alcohol treatment programs (Deane et al.
2012). A high baseline level of self-forgiveness may in fact indicate the occurrence of the ego-defensive process called pseudo self-forgiveness which should be clearly differentiated from genuine self-forgiveness. Pseudo self-forgiveness takes place when a person does not accept personal responsibility for the wrongdoing or refuses to acknowledge that the offending behavior was wrong (Hall and Fincham
2005). The possibility of the occurrence of pseudo self-forgiveness among members of Profile 4 is supported by a low level of negative spiritual coping in a personal domain noted in this group, compared to members of Profiles 1–3. Overall, the combination of a very low baseline level of positive religious coping accompanied by a relatively high baseline level of self-forgiveness seems crucial to explain the lowest rates of treatment completion noted in this profile. Religious coping is sometimes used by persons with high levels of self-blame and self-resentment to mitigate negative emotions toward self (Wasserman et al.
2013). This mechanism does not seem to work for members of Profile 4 who may perceive using religious sources of coping as unnecessary. These patients are likely to maintain the illusion of self-reliance because of which they can deny loss of control over their alcohol use (Chen
2017). The topic of the relationships between self-forgiveness, pseudo self-forgiveness, and positive religious coping among alcohol-dependent persons needs further investigation.
Clinical Implications
The results of the current study have some practical implications that are worth discussing. As noted, less than 12.0% of the sample (i.e., Profile 5) of 323 participants who declared a belief in God/a higher being presented a pattern of spiritual coping, aspects of forgiveness, and gratitude that was highly supportive of therapy completion. This finding indicates a need to routinely measure the initial levels of these variables during admission to alcohol addiction treatment to build a robust basis for subsequent practice. This is in accordance with the recommendations of many scholars and clinicians (Grim and Grim
2019; Hodge
2001) as well as with professional guidelines for therapists (e.g., Association for Spiritual, Ethical, and Religious Values in Counseling
2009) and codes of ethics (e.g., American Counseling Association
2014). However, although many mental health professionals have acknowledged the benefits of incorporating clients’ spirituality in treatment, it is still not a standard practice in therapy. In practice, usually little time and effort is devoted to addressing this topic during treatment (Cornish et al.
2012), even though many patients express the wish for incorporating their spiritual beliefs into the therapeutic enterprise (Dermatis et al.
2004). With regard to alcohol addiction treatment, therapists usually limit themselves to encouraging patients to attend AA meetings (Miller
2013). This reluctance to include spirituality in practice has various reasons, including insufficient knowledge, lack of experience, fears, or ethical concerns (Cornish et al.
2012). This is why specialized training courses and workshops concerning spirituality should be offered to alcohol addiction therapists. Professional training would help them to gain knowledge and competencies needed to take full advantage of patients’ spiritual resources and to prevent the risk of relapse related to the spiritual struggle faced by some patients.
When working with persons with alcohol dependence, individual treatment plans should expand on issues related to spiritual potential and deficits. Knowledge of the specific configuration of dimensions of spirituality for a given patient would make it possible to develop focused clinical interventions aimed at modifying specific spiritual variables, adjusted to the needs and expectations of the patient, and his or her current situation, in this way providing integrated holistic care (Medlock et al.
2017; Puffer et al.
2012; Grim and Grim
2019; Wong
2010). Several recommendations for modifying positive and negative religious coping have already been made in the literature and include, among others, combining spiritual issues with a cognitive-behavioral framework by encouraging positive religious coping thoughts and challenging negative ones, changing attachment styles and God-related images, or simply making more referrals to 12-step support groups (Grim and Grim
2019; Moriarty et al.
2006).
Limitations
To the best of the author’s knowledge, this is the first study to explore the configurations of baseline dimensions of spirituality and their associations with the rates of successful completion of alcohol addiction treatment. Despite a number of strengths, it has some limitations in need of acknowledgment and consideration. One group of limitations pertains to sample characteristics. Although the sample was quite large and heterogeneous in terms of sociodemographic and alcohol-related variables, the study involved only those individuals who participated in an outpatient group therapy. Thus, the results should not be generalized to other contexts, such as inpatient treatment. Moreover, because of the religious character of some of the variables measured, only data from patients who declared a belief in God or another higher being were included in the analyses, which may limit the generalizability of the research findings to some extent. However, it should be noted that the rate of exclusion due to being non-religious was low (5.8%).
Another limitation stems from the measures used in the study. First, the indexes of self-forgiveness and feeling forgiven by God consisted of only two items, which could have made it difficult to capture intra- and interindividual variability of the scores. Nevertheless, these indexes turned out to be sufficient to observe the differences between the profiles; also, the reliability indexes for these measures were acceptable in this study. Second, gratitude was operationalized as a general disposition only. It is recommended that future studies include different aspects of gratitude (e.g., gratitude toward God, gratitude toward therapists, gratitude for sobriety) to determine how they are related to treatment completion.
In the current study, the completion of therapy was regarded as the only outcome of interest. No other clinically relevant variables (e.g., abstinence self-efficacy, alcohol cravings, quality of life) were taken into account. In addition, this study measured the completion rates for short-term therapy and did not monitor patients’ alcohol-related behaviors for a longer period of time. Thus, future studies should apply longer follow-up intervals to examine whether baseline configurations of spiritual coping, forgiveness, and gratitude are important for long-term abstinence.
Finally, when interpreting the results, the specific cultural context in which this study was conducted should be taken into account. Poland is a religiously homogeneous country; more than 90% of Poles declare themselves to be religious, with most identifying as Roman Catholic (Central Statistical Office
2018; Zarzycka
2009). Thus, for most Poles, spirituality manifests in a traditional religious form. It has been noted that living in a religious culture may influence the importance of religious variables in the context of recovery from alcohol dependence (Webb et al.
2011). Polish people may be more likely to use religious resources when struggling with stressful situations—such as beginning alcohol addiction therapy—compared to persons living in more secular countries (Strobbe et al.
2013). Moreover, in some countries, a group of people who declare themselves to be spiritual but not religious has been growing substantially (Fuller and Parsons
2018). Further research is therefore required to examine the role of dimensions of spirituality in treatment completion in more spiritually and religiously diverse countries than Poland.
Conclusions
The current study confirms the benefits of applying a person-centered approach for exploring the combinations of dimensions of spirituality among persons beginning alcohol addiction therapy. As shown, this approach equips researchers and practitioners with better knowledge and understanding of the specific role played by distinct patterns of baseline spiritual coping, aspects of forgiveness, and gratitude in the completion of alcohol addiction therapy. The study results point out the necessity of the assessment of multiple spiritual variables at the time of admission for alcohol addiction treatment. The findings also suggest the importance of considering patients’ spiritual capabilities and deficits when preparing the treatment protocol, individual plans, and tailored interventions. Last but not least, they underscore the importance of professional training for therapists in the area of spirituality in order to provide them with competencies needed to adequately identify patients’ spiritual coping strategies and moral virtues that decrease or increase the risk of dropping out from treatment.
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