Factors Related to Relapse in Patients with Substance-related Disorders under Methadone Maintenance Therapy: Decision Tree Analysis

Effectiveness of Psychosocial Interventions in Alcohol and Substance Use Disorders: A Meta-Analysis Study

Alcohol and substance use disorders (ASUD), are increasing worldwide, and these psychiatric disorders are difficult to treat. The search for new treatments for these disorders continues. Psychosocial interventions (PI) are among them, and it is important to evaluate their effectiveness. This study aimed to assess the effectiveness of PI applied to individuals with ASUD. This meta-analysis was conducted by searching PubMed, Web of Science, EBSCOhost, Google Scholar, and YOK Thesis Center databases without year restrictions between October and December 2023. After reviewing the studies, 18 research articles were included in the analysis. The meta-analysis revealed that PI applied to individuals with ASUD were effective in reducing depression (SMD: -0.753, 95% CI: -1.215 to -2.91; I2 = 94.515; p < 0.05) and enhancing self-efficacy (SMD: 0.709, 95% CI: 0.096-1.321; I2 = 93.34; p < 0.05). However, these interventions were not found to be effective in improving self-esteem (SMD: 0.655, 95% CI: -1.641 to 0.331).

Methadone Patient Access to Collaborative Treatment: Protocol for a Pilot and a Randomized Controlled Trial to Establish Feasibility of Adoption and Impact on Methadone Treatment Delivery and Patient Outcomes

BACKGROUND

Access to methadone treatment can reduce opioid overdose death by up to 60%, but US patient outcomes are suboptimal. Federally allowed methadone treatment accommodations during the COVID-19 public health emergency were not widely adopted. It is likely that staff-level characteristics such as trauma symptoms influence the adoption of treatment innovation.

OBJECTIVE

Methadone Patient Access to Collaborative Treatment (MPACT) is a 2-phased project (pilot and field trial) to develop and test a staff-level, multimodal intervention to increase staff adoption of low-barrier, patient-centered methadone treatment practices and ultimately improve treatment retention and patient outcomes.

METHODS

A pilot and national trial will measure implementation feasibility, acceptability, and effects of the MPACT intervention on treatment practice change, clinic culture, patient retention, and patient posttraumatic stress symptoms (PTSS). The pilot will be a single-arm 5.5-month pilot study of MPACT conducted in 2 Arizona methadone treatment clinics (rural and urban) among 100 patients and 22 staff. The national trial will be a 20-month cluster randomized trial conducted among 30 clinics, 600 patients (20 per clinic), and 480 staff (18 per clinic). Data will be gathered by staff and patient surveys and patient chart review. The primary study outcome is increased patient methadone treatment retention measured as (1) time to first treatment interruption from study enrollment; (2) active in treatment at enrollment, day 30, 60, 90, and 120; and (3) continuous days in treatment during the study period. Secondary study outcomes include reductions in vicarious trauma and PTSS among enrolled opioid treatment program staff and PTSS among enrolled patients.

RESULTS

The pilot study was funded by the National Institute on Drug Abuse (award R61DA059889, funded September 2023), and the field trial will be funded under the associated R33 mechanism in September 2025. The pilot study was completed in March 2025. The randomized controlled trial will begin in December 2025. Both the pilot and trial have been approved by the University of Arizona Human Subjects Protection Program and have been registered with the clinical trials network.

CONCLUSIONS

The MPACT study will provide a foundation for an evidence-based, staff-level intervention aimed at improving patient retention in methadone treatment. Future studies should examine the individual components of MPACT to determine their differential contributions to the primary outcome of patient methadone treatment retention and to secondary outcomes of staff and patient reduction in stress symptoms.

TRIAL REGISTRATION

ClinicalTrials.gov NCT06513728; https://clinicaltrials.gov/study/NCT06513728 and ClinicalTrials.gov NCT06556602; https://clinicaltrials.gov/study/NCT06556602.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID)

DERR1-10.2196/69829.

A comparative study of old versus novel psychoactive substances on craving, perceived stigma and suicidal risk among rural-dwelling patients with substance abuse

WHAT IS KNOWN ON THE SUBJECT?: According to recent estimates, 10.4% of adults are patients with substance abuse, which is almost double the global rate. Rural areas are typically marginalized, compounded by a lack of access to mental health care, creating a startling disparity in suffering from drug use issues among rural cohorts. WHAT THE PAPER ADDS TO EXISTING KNOWLEDGE?: Drawing on data from a descriptive comparative design would provide a distinctive picture related to the similarities and/or differences in relation to craving and how it affects perceived stigma and suicidal risk among patients using old versus novel psychoactive substances. WHAT ARE THE IMPLICATIONS FOR PRACTICE?: Substance abuse is a leading public health concern that forces nurses to encompass it into their agendas to tackle this looming problem. Addiction rehabilitation services are frequently run by nurses. They are well-versed in supporting patients during their journey to recovery and enabling them to adjust to a new lifestyle.

ABSTRACT

INTRODUCTION: Substance use disorder is a leading public health concern that currently, nations regulatory agencies are grappled with. The noticeable difference in the chemical structures between old and novel psychoactive substances can result in significant clinical complications among patients with substance abuse.

AIM

The study aims to compare substance craving, perceived stigma and suicidal risk among patients addicted to old and novel psychoactive substances (NPS).

METHOD

A descriptive comparative design was adopted on a sample of 105 patients with substance use who completed The Penn Alcohol Craving Scale (PACS), The Perceived Stigma of Addiction Scale (PSAS) and Suicide Probability Scale (SPS).

DISCUSSION

Most participants were male, with 89.5% in the old addictive substance group and 93.8% in the new addictive substance group. A statistically significant difference in the NPS groups' perceptions of stigma (23.4 ± 5.3) compared to the old addictive substance group (20.6 ± 4.2), (t = 3.037, p = .003).

IMPLICATION FOR PRACTICE

Participants in the new substance group report more suicidal ideation, negative self-evaluation and hostility than those in the old substance group. Policies and practices should be tailored to the type of drug used and potential risk factors to avoid suicide among patients with substance abuse.

Patterns of substance use recovery following residential treatment: A repeated measures latent profile analysis

INTRODUCTION

Ongoing improvement to residential treatment for substance use disorders is critical as it typically targets people with the highest need. Assessing multiple recovery indicators, such as cravings and mental health, at intake and following discharge is important in evaluating treatment effectiveness. To refine services, research should explore whether there are subgroups of individuals with different patterns of recovery following treatment.

METHODS

Participants (n = 554) were attending Australian Salvation Army residential treatment services for substance use issues. Data were collected by surveys at intake and 3-month post-discharge ('early recovery'). Recovery indicators were cravings, confidence to resist substance use and the Depression, Anxiety and Stress Scale. Subgroups of individuals based on these recovery indicators ('profiles') were identified using repeated measures latent profile analysis.

RESULTS

Five profiles were identified, three profiles improved over time (81.4%) and two (18.6%) deteriorated across all indicators. These two profiles had the poorest mental health and addiction scores at intake and reported shorter time in treatment compared to the three profiles showing improvement. There were no demographic or substance type differences between profiles.

DISCUSSION AND CONCLUSIONS

By considering initial severity and multiple recovery indicators at early recovery, this study suggests that individuals at-risk of poor early recovery can be identified at intake. This opens opportunities for tailored treatment approaches to address both mental health and substance use, thereby potentially improving treatment outcomes and reducing the risk of relapse.

A novel tramadol-polycaprolactone implant could palliate heroin conditioned place preference and withdrawal in rats: behavioral and neurochemical study

Drug dependence is a chronic brain disease characterized by craving and recurrent episodes of relapse. Tramadol HCl is a promising agent for withdrawal symptoms management, considering its relatively low abuse potential and safety. Oral administration, however, is not preferred in abstinence maintenance programs. Introducing an implantable, long-lasting formula is suggested to help outpatient abstinence programs achieve higher rates of treatment continuation. Tramadol implants (T350 and T650) were prepared on polycaprolactone polymer ribbons by the wet method. Male Wistar rats were adapted to heroin-conditioned place preference (CPP) at escalating doses (3-30 mg/kg, intraperitoneally, for 14 days). Implants were surgically implanted in the back skin of rats. After 14 days, the CPP score was recorded. Naloxone (1 mg/kg, intraperitoneally) was used to induce withdrawal on day 15, and symptoms were scored. Elevated plus maze and open field tests were performed for anxiety-related symptoms. Striata were analyzed for neurochemical changes reflected in dopamine, 3,4-dihydroxyphenyl acetic acid, gamma-aminobutyric acid, and serotonin levels. Brain oxidative changes including glutathione and lipid peroxides were assessed. The tramadol implants (T350 and T650) reduced heroin CPP and limited naloxone-induced withdrawal symptoms. The striata showed increased levels of 3,4-dihydroxyphenyl acetic acid, and serotonin and decreased levels of gamma-aminobutyric acid and dopamine after heroin withdrawal induction, which were reversed after implanting T350 and T650. Implants restore the brain oxidative state. Nonsignificant low naloxone-induced withdrawal score after the implant was used in naive subjects indicating low abuse potential of the implants. The presented tramadol implants were effective at diminishing heroin CPP and withdrawal in rats, suggesting further investigations for application in the management of opioid withdrawal.

Determinants and prevalence of relapse among patients with substance use disorder in a rural population: A retrospective observational study

INTRODUCTION

Substance use relapse after successful detoxication and rehabilitation is one of the most important aspects of addiction worldwide. This study aims to examine the current prevalence of relapse and to determine the factors associated with relapse among patients with substance use disorder (SUD) in a rural population.

METHODS

This single-centered retrospective observational study enrolled a total of 915 patients with SUD who visited Banna hospital, Nakhon Nayok province, Thailand, from January 1, 2019, to December 31, 2021. Multiple logistic regression models determined the factors associated with relapse among the patients with SUD.

RESULTS

The substance use relapse rate in this rural Thai population was 24 % (95%CI 21.16-26.70). Multivariate analysis revealed that being over 40 years of age, single, and unemployed, and having no legal history were associated with relapse among the patients with SUD. Furthermore, family disputes, addicted friends, and addicted close relatives resulted in a major significant increase in the risk of substance use relapse.

CONCLUSIONS

The current study confirmed that family disputes, addicted friends, and addicted close relatives were the main associations with addiction relapse. Therefore, addiction rehabilitation programs based on the findings of the current study may reduce and contribute to preventing the risk of substance use relapse.

Relationship between craving to drugs, emotional manipulation and interoceptive awareness for social acceptance: the addictive perspective

BACKGROUND

Drug addiction (DA) is a global psychiatric worldwide problem. Patients with substance use disorder are more likely to use the numerous defenses at their disposal to control their surroundings emotionally. This could virtually cause a tidal wave of social rejection of them in the community. The study aims to investigate drug craving, emotional manipulation, and interoceptive awareness for social acceptance among patients with substance use disorder.

METHODS

This study followed a descriptive correlational design on a sample of 110 patients with substance use disorder who were recruited to complete the Penn Alcohol Craving Scale, the Emotion Manipulation Questionnaire, and the Perceived Acceptance Scale.

RESULTS

Most respondents recorded high levels of PACS and emotional manipulation ability. A highly positive and significant correlation was found between scores on emotional manipulation ability and PACS.

CONCLUSION

Craving for drugs was a significant predictor of emotional manipulation ability. Incorporation of effective nursing interventions to enable patients with substance use disorder to engage in self-reflection related to how their cravings for drugs may lead them to prioritize their needs over others.

Opioid relapse and its predictors among methadone maintenance patients: a multicenter, cross-sectional study in Vietnam

BACKGROUND

Opioid relapse, one of the common and severe problems during methadone maintenance treatment, can give rise to poor treatment outcomes. This study measured the opioid relapse rate and its associated factors among methadone maintenance patients in Vietnam.

METHODS

Information about the demographic characteristics and social support of 655 patients was collected through direct interviews. Medical records were used to gather data on treatment characteristics. Relapse was determined via urine opioid test results.

RESULTS

The overall relapse rate of patients during treatment was 13.1%. According to the multivariate logistic regression model, living in mountainous areas (adjusted odds ratio (aOR) = 3.63, 95% CI 1.90-7.46) and long duration of drug use in the past (aOR = 1.06, 95% CI 1.03-1.09) were associated with an increase in the odds of opioid relapse. By contrast, living with many family members (aOR = 0.69, 95% CI 0.55-0.85), having longer treatment time (aOR = 0.80, 95% CI 0.73-0.87), and completely adhering to treatment (aOR = 0.38, 95% CI 0.23-0.64) were protective for opioid relapse. As per the univariate analyses, the odds of opioid relapse declined by 25% for each increase of one close friend or relative (OR = 0.75, 95% CI 0.66-0.86). Regarding social support (range score: 0-100), each additional increase of one score was associated with a 1% decrease in the odds of opioid relapse (OR = 0.99, 95% CI 0.98-0.99). Patient sex, education level, occupation type, patient's monthly income, family's monthly income, the number of previous treatments, daily methadone dose, comorbidity, and received antiretroviral therapy were not associated with opioid relapse among patients (p > 0.05).

CONCLUSIONS

Residence, the role of family and social support, and treatment adherence should be paid more attention to guarantee and enhance the success of methadone maintenance treatment.

The inhibition of enkephalin catabolism by dual enkephalinase inhibitor: A novel possible therapeutic approach for opioid use disorders

Despite the increasing impact of opioid use disorders on society, there is a disturbing lack of effective medications for their clinical management. An interesting innovative strategy to treat these disorders consists in the protection of endogenous opioid peptides to activate opioid receptors, avoiding the classical opioid-like side effects. Dual enkephalinase inhibitors (DENKIs) physiologically activate the endogenous opioid system by inhibiting the enzymes responsible for the breakdown of enkephalins, protecting endogenous enkephalins and increasing their half-lives and physiological actions. The activation of opioid receptors by the increased enkephalin levels, and their well-demonstrated safety, suggests that DENKIs could represent a novel analgesic therapy and a possible effective treatment for acute opioid withdrawal, as well as a promising alternative to opioid substitution therapy minimizing side effects. This new pharmacological class of compounds could bring effective and safe medications avoiding the major limitations of exogenous opioids, representing a novel approach to overcome the problem of opioid use disorders. LINKED ARTICLES: This article is part of a themed issue on Advances in Opioid Pharmacology at the Time of the Opioid Epidemic. To view the other articles in this section visit http://onlinelibrary.wiley.com/doi/10.1111/bph.v180.7/issuetoc.

A comparison of risk factors for relapse in opiate-related and stimulant-related substance use disorders: A cross-sectional multicenter study

INTRODUCTION

Recognizing the specific factors in relapse disorders related to each substance can help improve treatment methods and adopt more effective preventive strategies. This study aimed to compare the situational factors associated with relapse in opiate-related disorders with stimulant-related disorders (SRDs) of those referred to substance misuse treatment centers.

DESIGN

This study was a cross-section type.

METHODS

The study participants were 150 clients with SRDs and 150 with opiate-related disorders. Samples were selected using two stages random sampling method. Data were collected through a demographic questionnaire and the Inventory of Drug-Taking Situations (IDTS).

RESULTS

The mean score of IDTS in the two groups was significantly different (X̄₁  = 45.93 ± 11.12 vs. X̄₂  = 48.34 ± 15.07; t = 3.32, p < 0.01). The mean scores of 'unpleasant emotions,' 'physical discomfort,' 'conflict with others,' and 'social pressure to use and urge/temptations' subscales were significantly higher in the stimulant group than in the opiate group (p < 0.05). However, the mean of the testing' personal control' subscale was higher in the opiate group than in the stimulant group (p < 0.05).

CONCLUSION

This study reveals that despite some similarities, relapse-related situational factors in opiates and stimulants differ. Some situational factors, such as social pressure and coping with unpleasant emotions, play a more critical role in relapse to both stimulant and opiate groups.

Decision tree model based prediction of the efficacy of acupuncture in methadone maintenance treatment

Background

Patients with MMT often face difficulties such as sleep disturbance, headaches, and difficulty in complete abstinence from drugs. Research has shown that acupuncture can mitigate side effects while attenuating methadone dependence. It also has a synergistic and attenuated effect on methadone maintenance treatment (MMT). Exploring the predictors of the efficacy of acupuncture intervention in MMT might help clinicians and patients promote acupuncture-assisted participation in MMT, and improve clinical treatment strategies for MMT.

Objective

To describe the effect of potential predictors on MMT after acupuncture intervention by building a decision-tree model of data from A Clinical Study of Acupuncture-assisted MMT.

Design, setting, and participants

In this randomized controlled trial, 135 patients with MMT underwent acupuncture at the Substance Dependence Department of Guangzhou Huiai Hospital in Guangzhou, Guangdong Province, China.

Intervention

A total of 135 patients were 1:1 randomly assigned to either an acupuncture plus routine care group (acupuncture plus methadone) or a routine group (methadone only) for 6 weeks, and followed up for 10 weeks. Sex, age, education level, route of previous opioid use, years of opioid use, and MMT time were recorded before the trial.

Outcome measurements and statistical analysis

All analyses were based on the intention-to-treat (ITT) population. The two decision tree models used the change of methadone dosage and the VAS score for opioid desire as response variables, respectively, and the evaluation criteria were positive effect (decreased by ≥20%) and no effect (decreased by <20%, or increased). We generated the respective feature weights for the decision tree and evaluated the model's accuracy and performance by Precision-Recall.

Results

The overall accuracy of methadone reduction and psychological craving VAS scoring decision trees were 0.63 and 0.74, respectively. The Methadone Dosage Efficacy decision tree identified years of opioid use (weight = 0.348), acupuncture (weight = 0.346), and route of previous opioid use (weight = 0.162) as key features. For the VAS Score decision tree, acupuncture (weight = 0.618), MMT time (weight = 0.235), and age (weight = 0.043) were the important features.

Conclusion

Exploratory decision tree analysis showed that acupuncture, years of opioid use, route of previous opioid use, MMT time, and age were key predictors of the MMT treatment. Thus, acupuncture-assisted MMT strategy should consider the relevant influencing factors mentioned above.

Patient summary

Understanding patient characteristics and the impact of acupuncture regimens on methadone dosage reduction in MMT patients may help physicians determine the best treatment regimen for patients. An analysis of data from our clinical trial showed that acupuncture, years of opioid use, route of previous opioid use, age, and MMT time were key predictors of progressive recovery in patients with MMT. Eligible patients may benefit most from the MMT rehabilitation that reduces consumption and psychological cravings for methadone.

Clinical trial registration

http://www.chictr.org.cn/index.aspx, identifier: ChiCTR1900026357.

The prevalence and pattern of cannabis use among patients attending a methadone treatment clinic in Nairobi, Kenya

BACKGROUND

Cannabis use during methadone treatment may negatively impact treatment outcomes. The aim of this study was to determine the prevalence and pattern of cannabis use among patients attending a methadone treatment clinic in Nairobi, Kenya.

METHODS

This was a retrospective study of 874 patients on methadone therapy at a methadone maintenance treatment clinic in Nairobi, Kenya from December 2014 to November 2018. Data on sociodemographic characteristics and drug use patterns based on urine drug screens was collected from patient files. Data was analyzed using Statistical Package for the Social Sciences (SPSS) for windows version 23.0.

RESULTS

Point prevalence of cannabis use was 85.8% (95% CI, 83.3 - 88.0) at baseline and 62.7% (95% CI, 59.5 - 65.8) during follow-up. A pattern of polysubstance use was observed where opioids, cannabis and benzodiazepines were the most commonly used drugs. The mean age of the patients was 35.3 (SD 9.0) years with the majority being male, unemployed (76%), (51.4%) had reached primary level of education, and (48.5%) were divorced or separated. University education was associated with reduced risk for cannabis use OR = 0.1 (95% CI, 0.02-0.8, p = 0.031).

CONCLUSION

Cannabis use is prevalent among patients attending a methadone treatment clinic in Kenya, suggesting need for targeted interventions to address the problem of cannabis use during methadone treatment.

Exploring the experiences of clients receiving opioid use disorder treatment at a methadone clinic in Kenya: a qualitative study

BACKGROUND

Assessing the experiences of individuals on methadone treatment is essential to help evaluate the treatment program's effectiveness. This study aimed to explore the experiences of patients receiving methadone treatment at a clinic in Nairobi, Kenya.

METHOD

This study employed an exploratory qualitative study design. Through purposive sampling, participants were enrolled from individuals attending a methadone clinic for at least 2 years. Semi-structured individual interviews were used to collect data on substance use and experience before methadone treatment and experiences after starting methadone treatment, including benefits and challenges. Interviews were transcribed, and NVIVO 12 software was used to code the data using the preidentified analytical framework. Thematic analyses were utilized to identify cross-cutting themes between these two data sets. Seventeen participants were enrolled.

RESULTS

Seventeen participants were enrolled comprising 70% males, with age range from 23 to 49 years and more than half had secondary education. The interview data analysis identified four themes, namely: (a) the impact of opioid use before starting treatment which included adverse effects on health, legal problems and family dysfunction; (b) learning about methadone treatment whereby the majority were referred from community linkage programs, family and friends; (c) experiences with care at the methadone treatment clinic which included benefits such as improved health, family reintegration and stigma reduction; and (d) barriers to optimal methadone treatment such as financial constraints.

CONCLUSION

The findings of this study show that clients started methadone treatment due to the devastating impact of opioid use disorder on their lives. Methadone treatment allowed them to regain their lives from the adverse effects of opioid use disorder. Additionally, challenges such as financial constraints while accessing treatment were reported. These findings can help inform policies to improve the impact of methadone treatment.

Assessment of addiction management program and predictors of relapse among inpatients of the Psychiatric Institute at Ain Shams University Hospital

Background

Rehabilitation programs targeted to patients with substance use disorder (SUD) following successful detoxification constitute a global public health concern. This study aimed to examine the effectiveness of a combined pharmacotherapy/cognitive behavior therapy (CBT) model through assessing abstinence/relapse rate and quality of life (QOL) in a sample of patients with SUD. Indeed, we aimed to identify the relapse predictors.

Results

The relapse rate in the inpatient group was 45.33%, compared to 56% in the outpatient group. Multivariate analysis revealed that patients with educational levels less than secondary school, rural residency, being single or divorced, having cravings lasting for 6 weeks from detoxification, legal history, presence of borderline, antisocial and multiple personality disorder could predict relapse in patients with SUD. Moreover, there was a statistically significant difference between the legal, substance, and social domains of ASI (X²= 12.525, p=0.014; X²= 12.525, p=0.023; and X²= 6.335, p=0.042 respectively) and the majority of QOL domains and relapse.

Conclusions

Socio-demographic data, legal history, craving, and presence of co-morbid personality disorders along with, legal, substance, and social domains of ASI might be implicated in relapse, suggesting that addiction rehabilitation programs targeting these topics would reduce the risk of relapse.

Analysis of factors influencing substance use craving among Chinese substance users

BACKGROUND

Substance use has been a serious public safety issue. It not only affects the users' physical and mental health but is also detrimental to social stability. To improve our understanding of this issue, the present study looked to examine the factors influencing substance use craving and develop interventions to reduce craving and relapse among substance users.

MATERIALS AND METHODS

A total of 502 substance users were included in this study. Socio-demographic characteristics and substance use-related characteristics were recorded using self-developed forms. With regard to psychological traits, we used the self-esteem scale, the experience of shame scale, and the revised Cheek and Buss shyness scale to assess the self-esteem, shame, and shyness of substance users, respectively. The degree of substance use craving of substance users was assessed using the visual analog scale (VAS). Data were analyzed using independent samples T-test, Pearson correlation analysis, and multiple linear regression analysis, as appropriate.

RESULTS

The majority of the substance users were unmarried, employed, and with lower education levels. For substance use-related characteristics, the age of first use was 27.52 ± 8.30 years and the duration of substance use was 12.29 ± 7.72 years. The scores of their self-esteem, shame, and shyness were 25.65 ± 3.19, 57.26 ± 7.82, and 37.8 ± 7.13, respectively. All substance users rated the intensity of their substance use cravings using the VAS, which showed that the mean score was 2.83 ± 1.87. Multiple linear regression analysis showed that substance use craving was positively associated with the frequency of substance use (β = 0.186, P < 0.001), times of substance rehabilitation (β = 0.128, P = 0.003), shyness (β = 0.211, P < 0.001), and shame (β = 0.091, P = 0.033), and negatively associated with self-esteem (β = -0.117, P = 0.008).

CONCLUSION

Factors and psychological traits related to substance use are important to account for substance use craving and relapse. Thus, our findings are helpful for a better understanding of the extent of substance use cravings among users and the selection of appropriate interventions to control the craving and relapse.

Determinants and prevalence of relapse among patients with substance use disorders: case of Icyizere Psychotherapeutic Centre

BACKGROUND

Relapse to substance use after successful detoxication and rehabilitation is a public health concern worldwide. Forty to sixty percent of persons in general relapsed after completing detoxication and rehabilitation treatments. Although substance use remains a burden in Rwanda, very little is known about relapse among people with substance use disorder (SUD). Hence, this study aimed to examine prevalence and the factors associated with relapse to substance use at Icyizere Psychotherapeutic Centre (IPC), Rwanda.

METHODS

Retrospective, cross-sectional survey was conducted among 391 patients with SUD at IPC. Multiple logistic regression models using STATA version 13 were used to determine the factors associated with relapse among the patients with SUD.

RESULTS

Majority (84.1 %) of the participants were males. More than half (54.1 %) of them were aged between 18 and 30 years with the age average of 33 years (SD = 11.9 years). The results showed a higher prevalence of relapse among patients with SUD (59.9 %). The multivariate analyses indicated that people with SUD living only with their mothers had a greater risk of relapse compared to those with both biological parents [OR = 1.9, 95 % CI (1.02-3.6), p = 0.04]. Patients that were hospitalized between one to three months were more likely (11.2 times) to relapse after treatments compared to those who spent more than three months in hospitalization [OR = 9.2, 95 % CI (1.1-77.6), p = 0.02]. Furthermore, people that used more than two substances had 1.5 greater risk to relapse than those who consumed one substance. Participants were more likely to relapse if they lived with their peers [OR = 2.4, 95 % CI: (1.2-7.8), p = 0.01] or if they lived in a family with conflicts [OR = 2.1, 95 % CI (1.05-9.7), p = 0.02].

CONCLUSIONS

This study is conducted at one institution caring for patients with SUD. The prevalence was 59.9 %. Future studies are recommended to investigate the effectiveness of the existing relapse prevention programs in order to adjust prevention strategies.

Complementary and Alternative Medicine for Substance Use Disorders: A Scientometric Analysis and Visualization of Its Use Between 2001 and 2020

Background: This study aimed to identify frontiers for further studies via brief understanding in complementary and alternative medicine (CAM) for substance use disorders (SUDs). Materials and Methods: Publications on the use of CAM for treating SUDs were retrieved from the Web of Science Core Collection from 2001 to 2020 on July 12, 2020, and visualized by CiteSpace V. Results: A total of 3,807 publications were obtained. The USA, China, and England were the leading research centers. However, India and Pakistan have recently focused on assessing CAM for the treatment of SUDs. Frederick L Altice was found to be the most productive author. Addiction ranked first among the frequently cited journals, which exceeded 1,000. The most common CAM therapies were acupuncture and CAM psychotherapies, such as mindfulness meditation. Conclusion: CAM is gaining attention globally for treating SUDs. CAM psychotherapy and acupuncture are hotspots and deserve further study. Researchers should strengthen peer cooperation in this field.