scholarly journals Leveraging Advanced Analytics to Understand the Impact of the COVID-19 Pandemic on Trends in Substance Use Disorders

2021 ◽  
Author(s):  
Ewa J. Kleczyk ◽  
Jill Bana ◽  
Rishabh Arora

Coronavirus disease (COVID-19) caused an overwhelming healthcare, economic, social, and psychological impact on the world during 2020 and first part of 2021. Certain populations, especially those with Substance Use Disorders (SUD), were particularly vulnerable to contract the virus and also likely to suffer from a greater psychosocial and psychological burden. COVID-19 and addiction are two conditions on the verge of a collision, potentially causing a major public health threat. There is surge of addictive behaviors (both new and relapse), including use of alcohol, nicotine, and recreational drugs. This book chapter analyzed the bi-directional relationship between COVID-19 and SUD by leveraging descriptive summaries, advanced analytics, and machine learning approaches. The data sources included healthcare claims dataset as well as state level alcohol consumption to help in investigating the bi-directional relationship between the two conditions. Results suggest that alcohol and nicotine use increased during the pandemic and that the profile of SUD patients included diagnoses and symptoms of COVID-19, depression and anxiety, as well as hypertensive conditions.

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Sidsel Karsberg ◽  
Morten Hesse ◽  
Michael Mulbjerg Pedersen ◽  
Ruby Charak ◽  
Mads Uffe Pedersen

Abstract Background It is believed that clients with psychological trauma experiences have a poor prognosis with regard to treatment participation and outcomes for substance use disorders. However, knowledge on the effect of the number of trauma experiences is scarce. Methods Using data from drug use disorder (DUD) treatment in Denmark, we assessed the impact of having experienced multiple potentially traumatic experiences on DUD treatment efficacy. Baseline and follow-up data from 775 young participants (mean age = 20.2 years, standard deviation = 2.6) recruited at nine treatment centers were included in analyses. Results Analyses showed that participants who were exposed multiple trauma experiences also reported a significantly higher intake of cannabis at treatment entry, and a lower well-being score than participants who reported less types or no types of victimization experiences. During treatment, patients with multiple types of trauma experiences showed a slower rate of reduction of cannabis than patients with few or no trauma experiences. The number of trauma types was not associated with number of sessions attended or the development of well-being in treatment. Conclusion Overall, the results show that although traumatized youth in DUD treatment show up for treatment, helping them to reduce substance use during treatment is uniquely challenging. Trial registration ISRCTN88025085, date of registration: 29.08.2016, retrospectively registered.


2016 ◽  
Vol 41 ◽  
pp. 73-81 ◽  
Author(s):  
Anne N. Banducci ◽  
Sarah J. Bujarski ◽  
Marcel O. Bonn-Miller ◽  
Amee Patel ◽  
Kevin M. Connolly

2017 ◽  
Vol 8 (2) ◽  
pp. 116 ◽  
Author(s):  
Julie Worley ◽  
Kathleen R. Delaney

Objective: To analyze science and practice surrounding nursing approaches to substance use disorders (SUDs) and make recommendations for the future.Methods: A review of literature and topics related to healthcare provider stigma, science surrounding SUDs, nursing approaches to SUDs in education and practice and evidence based treatment was conducted, analyzed and synthesized.Results: Stigma is embedded in nursing approach to SUDs, up to date information regarding SUDs is not widely disseminated or practiced in nursing.Conclusions: To reduce the impact of stigma and to bring nurses into the “turning the Tide” movement requires an understanding of how beliefs root stigma, building knowledge related to SUDs as an illness, and expansion of nurses' skill when intervening with individuals dealing with SUDs.


2021 ◽  
Vol 11 (3) ◽  
pp. 352-369
Author(s):  
Louisa L. Foss-Kelly ◽  
Margaret M. Generali ◽  
Michael J. Crowley

The consequences of adolescent drug and alcohol use may be serious and far-reaching, forecasting problematic use or addictive behaviors into adulthood. School counselors are particularly well suited to understand the needs of the school community and to seamlessly deliver sustainable substance use prevention. This pilot study with 46 ninth-grade students investigates the impact of the Making Choices and Reducing Risk (MCARR) program, a drug and alcohol use prevention program for the school setting. The MCARR curriculum addresses general knowledge of substances and their related risks, methods for evaluating risk, and skills for avoiding or coping with drug and alcohol use. Using a motivational interviewing framework, MCARR empowers students to choose freely how they wish to behave in relation to drugs and alcohol and to contribute to the health of others in the school community. The authors hypothesized that the implementation of the MCARR curriculum would influence student attitudes, knowledge, and use of substances. Results suggest that the MCARR had a beneficial impact on student attitudes and knowledge. Further, no appreciable increases in substance use during the program were observed. Initial results point to the promise of program feasibility and further research with larger samples including assessment of longitudinal impact.


2009 ◽  
Vol 33 (7) ◽  
pp. 257-260
Author(s):  
Shaheen Shora ◽  
Elizabeth Stone ◽  
Keron Fletcher

Aims and MethodThe Impact of Events Scale was administered to 104 in-patients detoxing from alcohol or opiates to determine the prevalence of psychological trauma, the severity of its symptoms and the types of trauma responsible for symptoms.ResultsOut of the 104 in-patients undergoing detoxification, 75 had symptoms of psychological trauma; in 60 patients the symptoms were in the treatable range. Patients with alcohol-dependence were more severely affected. ‘Life events’ traumatised a higher proportion of individuals than ‘traumatic events’.Clinical ImplicationsPsychological trauma requiring treatment is commonly found in substance misusers. This is rarely addressed despite the cormorbid disorder running a complicated clinical course. There are conflicting opinions about best practice, but consideration should be given to providing patients with accessible treatments for psychological trauma.


2020 ◽  
Author(s):  
Cornelis De Jong ◽  
Ali Farhoudian ◽  
Mehrnoosh Vahidi ◽  
Mohsen Ebrahimi ◽  
Hamed Ekhtiari ◽  
...  

Abstract Migrants and refugees are considered vulnerable to mental health problems and substance use disorders; and may be particularly affected by service disruptions associated with the COVID-19 pandemic The International Society of Addiction Medicine (ISAM) ran a multi-phased global survey among clinicians and health professional that are actively working in the field of addiction medicine to investigate the impact of the COVID-19 pandemic on substance use and related services. In March 2020, the first month after the announcement of the pandemic by the World Health Organization, 177 informants from 77 countries took part in the global survey, and only 12.9% of them reported their countries’ substance use treatment and harm reduction services for the migrants and refugees with substance use disorders continued as usual. In May 2020, 11.7% of respondents of the second phase reported that the services for refugees and migrants improved in comparison to March 2020; 11.7% reported that these services in their country discontinued. Results suggest that refugee and migrants access to treatment and harm reduction services has been reduced as a result of COVID-19. It can be concluded that it is crucial to improve the visibility of migrants’ needs and exploit appropriate interventions for those with substance use disorders.


2020 ◽  
Vol 11 (4) ◽  
pp. 1-20
Author(s):  
Teresa Naseba Marsh ◽  
David C. Marsh ◽  
Lisa M. Najavits

Intergenerational trauma in Indigenous Peoples was not the result of a targeted event, but rather political and governmental policies inflicted upon entire generations. The resultant effects of these traumas and multiple losses include addiction, depression, anxiety, violence, self-destructive behaviors, and suicide, to name but a few. Traditional healers, Elders, and Indigenous facilitators agree that the reclamation of traditional healing practices combined with conventional interventions could be effective in addressing intergenerational trauma and substance use disorders. Recent research has shown that the blending of Indigenous traditional healing practices and the Western treatment model Seeking Safety resulted in a reduction of intergenerational trauma (IGT) symptoms and substance use disorders (SUD). This article focuses on the Indigenous facilitators who were recruited and trained to conduct the sharing circles as part of the research effort. We describe the six-day training, which focused on the implementation of the Indigenous Healing and Seeking Safety model, as well as the impact the training had on the facilitators. Through the viewpoints and voices of the facilitators, we explore the growth and changes the training brought about for them, as well as their perception of how their changes impacted their clients.


2022 ◽  
Vol 179 (1) ◽  
pp. 46-57 ◽  
Author(s):  
Angelina Isabella Mellentin ◽  
Anna Mejldal ◽  
Maria Mercedes Guala ◽  
René Klinkby Støving ◽  
Lene Stryhn Eriksen ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document