Changing scenario of addiction psychiatry: Challenges and opportunities

Clinical decision support systems in addiction and concurrent disorders: A systematic review and meta-analysis

INTRODUCTION

This review aims to synthesise the literature on the efficacy, evolution, and challenges of implementing Clincian Decision Support Systems (CDSS) in the realm of mental health, addiction, and concurrent disorders.

METHODS

Following PRISMA guidelines, a systematic review and meta-analysis were performed. Searches conducted in databases such as MEDLINE, Embase, CINAHL, PsycINFO, and Web of Science through 25 May 2023, yielded 27,344 records. After necessary exclusions, 69 records were allocated for detailed synthesis. In the examination of patient outcomes with a focus on metrics such as therapeutic efficacy, patient satisfaction, and treatment acceptance, meta-analytic techniques were employed to synthesise data from randomised controlled trials.

RESULTS

A total of 69 studies were included, revealing a shift from knowledge-based models pre-2017 to a rise in data-driven models post-2017. The majority of models were found to be in Stage 2 or 4 of maturity. The meta-analysis showed an effect size of -0.11 for addiction-related outcomes and a stronger effect size of -0.50 for patient satisfaction and acceptance of CDSS.

DISCUSSION

The results indicate a shift from knowledge-based to data-driven CDSS approaches, aligned with advances in machine learning and big data. Although the immediate impact on addiction outcomes is modest, higher patient satisfaction suggests promise for wider CDSS use. Identified challenges include alert fatigue and opaque AI models.

CONCLUSION

CDSS shows promise in mental health and addiction treatment but requires a nuanced approach for effective and ethical implementation. The results emphasise the need for continued research to ensure optimised and equitable use in healthcare settings.

Title of the study: Practice and attitude of doctors towards patients with substance use: A study from south India

AIM

To evaluate the practice and attitude of doctors towards substance use disorders (SUD) and their management.

METHODS

Following stratified proportionate random sampling, selected doctors in the south zone of Bengaluru, India, were interviewed face-to-face using a structured questionnaire.

RESULTS

150 doctors were interviewed. In their practice, a quarter of patients (median of 27.5 (IQR: 11.45-45) use one or other form of Alcohol, Tobacco or Other Drugs of abuse (ATOD). Doctors, in general, enquire about substance use but do not actively intervene. They have mixed attitudes (both positive and negative) towards persons with SUD. A significant positive correlation was noted between the number of years of experience (post-MBBS) with practices related to "brief-intervention" (p = 0.014) and "concerned and sympathetic" attitudes (p < 0.001). However, a significant negative correlation was observed between the number of years of experience and "substance-specific management" practices (p < 0.001). Further, there was a positive correlation between "brief-interventions" practices with the attitude of being "concerned and sympathetic" (p < 0.001). A mediation analysis revealed that nearly a third of the overall effect of the number of years of experience on brief-interventions practices was mediated by a concerned and sympathetic attitude.

CONCLUSIONS

Serious efforts must be made to train doctors in the effective management of SUD. Attitudes of the doctors influence practices such as brief interventions. Programs directed towards changing the attitudes of doctors can bring changes in their practices.

Current state of cannabis use, policies, and research across sixteen countries: cross-country comparisons and international perspectives

INTRODUCTION

Varying public views on cannabis use across countries may explain the variation in the prevalence of use, policies, and research in individual countries, and global regulation of cannabis. This paper aims to describe the current state of cannabis use, policies, and research across sixteen countries.

METHODS

PubMed and Google Scholar were searched for studies published from 2010 to 2020. Searches were conducted using the relevant country of interest as a search term (e.g., "Iran"), as well as relevant predefined keywords such as "cannabis," "marijuana," "hashish," "bhang "dual diagnosis," "use," "addiction," "prevalence," "co-morbidity," "substance use disorder," "legalization" or "policy" (in English and non-English languages). These keywords were used in multiple combinations to create the search string for studies' titles and abstracts. Official websites of respective governments and international organizations were also searched in English and non-English languages (using countries national languages) to identify the current state of cannabis use, policies, and research in each of those countries.

RESULTS

The main findings were inconsistent and heterogeneous reporting of cannabis use, variation in policies (e.g., legalization), and variation in intervention strategies across the countries reviewed. European countries dominate the cannabis research output indexed on PubMed, in contrast to Asian countries (Thailand, Malaysia, India, Iran, and Nepal).

CONCLUSIONS

Although global cannabis regulation is ongoing, the existing heterogeneities across countries in terms of policies and epidemiology can increase the burden of cannabis use disorders disproportionately and unpredictably. There is an urgent need to develop global strategies to address these cross-country barriers to improve early detection, prevention, and interventions for cannabis use and related disorders.

A camp approach of community psychiatry in India: Past, present, and the future

Camps are a popular approach to deliver medical care in India. While it is usually a one-off event for physical ailments, it is a long-term affair in Psychiatry. One of the first camps in psychiatry was rolled out as early as in 1967 at Mandar, Ranchi, followed by Raipur Rani (Haryana) in 1976 and at Gunjur, Karnataka in 1977. This camp approach became extremely popular and got expanded across India as they were thought to be synonymous with community-based outreach for mental illnesses. In the past 5 years, however, newer models of community care have emerged, necessitating a relook at this traditional approach. In this paper, the authors trace the origin, utility and future directions of these camps, taking data from community psychiatry camps conducted by the National Institute of Mental Health and Neurosciences, Bengaluru, a premier neuropsychiatric tertiary care institute in India. Data have been collated from the annual reports of the Institute, database from the District Mental health Program, Government of Karnataka, India, and compared with published literature on the same field. While camps remain as one of the important avenues to reach the unreached, there is a need to change the approach of their functioning by incorporating training (primary care providers) aspects and collaborative care. The latter may make the initiative more meaningful and sustainable.