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The global health crisis represents an unprecedented opportunity for the development of artificial intelligence (AI) solutions. This paper aims to integrate explainable AI into the decision-making process in emergency scenarios to help mitigate the high levels of complexity and uncertainty associated with these situations. An AI solution is designed to extract insights into opioid overdose (OD) that can help government agencies to improve their medical emergency response and reduce opioid-related deaths.

This paper employs the design science research paradigm as an overarching framework. Open-access digital data and AI, two essential components within the digital transformation domain, are used to accurately predict OD survival rates.

The proposed AI solution has two primary implications for the advancement of informed emergency management. Results show that it can help not only local agencies plan their resources for timely response to OD incidents, thus improving survival rates, but also governments to identify geographical areas with lower survival rates and their primary contributing factor; hence, they can plan and allocate long-term resources to increase survival rates and help in developing effective emergency-related policies.

This paper illustrates that digital transformation, particularly open-access digital data and AI, can improve the emergency management framework (EMF). It also demonstrates that the AI models developed in this study can identify opioid OD trends and determine the significant factors improving survival rates.

Spanning almost 30 years, Italy’s experience with take-home-naloxone (THN) provides an interesting case study on the international scene because of its specific history, regulation and trends in overdose (OD) rates. Accordingly, this study aims to contribute to the evidence base for THN and its delivery in a different setting.

The study focuses on service providers’ perceptions of the benefits, risks and barriers associated with THN provision. Data was collected using a mixed-methods approach as follows: an online structured questionnaire (no. of respondents = 63) and two focus groups (no. of total participants = 18).

Findings show that service providers believe the benefits of THN far outweigh the risks and accrue to services, as well as users. The study also suggests that the barriers in Italy are mostly ideological and political, and illustrates how resistance to administering THN can re-emerge when ODs are no longer a social emergency. Furthermore, the study found that health and social workers have different attitudes which are also reflected at the level of public and private services, thereby shaping slightly different models of THN supply.

The study suggests that barriers associated to THN are more ideological and political rather than concrete, which explains why, even where it seems long established, can easily re-emerge once ODs are no longer a social emergency.

Organization development is often mourned as stagnant or perhaps dead, but most of these declarations seem to be insular, being supported primarily by anecdotal or survey research among organization development scholars and practitioners. This exploratory study seeks a more objective understanding of the state of organization development by examining big data from the social media platform Twitter. Drawn from over 5.7 million tweets extracted through Twitter's Application Program Interface (API) during 2 months in 2018, this research approaches the state of organization development through a quantitative, abductive study utilizing social network analyses. Organization development is examined through its characteristics as a social network on Twitter and how it relates to and interacts with other familial networks from management and organization studies. Findings show that organization development is relatively inactive as a social network on Twitter, as compared to other familial networks, and the relationships between the organization development network and these familial networks tend to be ones of inequality. Organization development references familial networks much more than any of the familial networks reference organization development. This inequality in social media presence is particularly surprising since several of these familial networks were founded from the field and principles of organization development. We locate organization development's generalist status, as compared to familial networks' specialist status, as generating this interaction disparity drawing on recent research that suggests specialized fields fare better in times of rapid change compared to generalist fields. We discuss the potential for greater specialization of organization development with a reemphasis on its process philosophy and focus.

People who inject drugs (PWID) face multiple health problems, including infectious diseases and drug overdoses. Applying syndemic and risk environment frameworks, this paper aims to examine the co-occurrence and clustering of drug-related harms and their association with incarceration experience with or without in-prison drug injection.

The authors used data from a cross-sectional survey conducted in 2015 among 557 active opioid injectors. Self-reported data were collected through face-to-face or online questionnaires. They distinguished three harm categories, namely, viral infections, bacterial infections and overdoses, and built an index variable by summing the number of harm categories experienced, yielding a score from 0 to 3. Association between incarceration experience and co-occurrence of harms was modelled using a multinomial logistic regression.

Of the 557 participants, 30% reported lifetime experience of drug-related viral infection, 46% bacterial infection and 22% drug overdose. Multinomial logistic models showed that those who injected drugs during incarceration were more likely to report two (aOR = 2.35, 95% CI: 1.03–5.36) and three (aOR = 9.72, 95% CI: 3.23–29.22) harm categories than those who had never been incarcerated. They were also more likely to report three harm categories than formerly incarcerated respondents who did not inject drugs in prison (aOR = 5.14, 95% CI: 1.71–15.48).

This study provides insights of the syndemic nature of drug-related harms and highlights that drug injection during incarceration is associated with co-occurring harms. Public health interventions and policy changes are needed to limit the deleterious impact of prison on PWID.

Within-prison drug injection (WPDI) is a particularly high HIV risk behavior, yet has not been examined in Central Asia. A unique opportunity in Kyrgyzstan where both methadone maintenance treatment (MMT) and needle-syringe programs (NSP) exist allowed further inquiry into this high risk environment. The paper aims to discuss these issues.

A randomly selected, nationally representative sample of prisoners within six months of release in Kyrgyzstan completed biobehavioral surveys. Inquiry about drug injection focused on three time periods (lifetime, 30 days before incarceration and during incarceration). The authors performed bivariate and multivariable generalized linear modeling with quasi-binomial distribution and logit link to determine the independent correlates of current WPDI.

Of 368 prisoners (13 percent women), 109 (35 percent) had ever injected drugs, with most (86 percent) reporting WPDI. Among those reporting WPDI, 34.8 percent had initiated drug injection within prison. Despite nearly all (95 percent) drug injectors having initiated MMT previously, current MMT use was low with coverage only reaching 11 percent of drug injectors. Two factors were independently correlated with WPDI: drug injection in the 30 days before the current incarceration (AOR=12.6; 95%CI=3.3-48.9) and having hepatitis C infection (AOR: 10.1; 95%CI=2.5-41.0).

This study is the only examination of WPDI from a nationally representative survey of prisoners where both MMT and NSP are available in prisons and in a region where HIV incidence and mortality are increasing. WPDI levels were extraordinarily high in the presence of low uptake of prison-based MMT. Interventions that effectively scale-up MMT are urgently required as well as an investigation of the environmental factors that contribute to the interplay between MMT and WPDI.

Prisonersare at disproportionate risk of suffering substance-related harms. The administration of naloxone is essential to reversing opioid overdose and minimizing substance-related harms in prison and the community. The purpose of this study is to examine how naloxone administration is practiced and perceived in prison settings.

The authors conducted surveys with correctional workers in Manitoba, Canada (n = 257) to examine how they understand and feel about the need for and practice of administering naloxone in their everyday work with criminalized populations.

Respondents reported feeling a great need to administer naloxone, but most did not feel adequately trained to administer naloxone, creating the perception that criminalized populations remain at enhanced risk.

Findings provide emerging evidence of the need for training and accompanying policies and procedures for correctional workers on how to access and administer naloxone.

This paper examines a common presentation to primary care and specialist drug services. Often patients who are experiencing opioid dependencies when stabilising on methadone often increase their consumption of alcohol. Also, increasingly so, polydrug use is a growing presentation with heroin, crack and alcohol use used in dependent patterns when presenting for treatment.There is often a lack of alcohol detoxification treatment packages given to those who are on methadone, and often some prescribers in the area of substance use regard an alcohol detoxification programme when prescribing methadone as too risky. This has led to a reluctance in general to prescribe an alcohol detoxification programme for many patients who request it. This is the case in Islington, London.This paper looks at a new service set up in Islington, London and looks at the way it has treated the cohort of patients who have presented with polydrug use, including alcohol. It has seen that patients who were more stable on their methadone and had longer histories in treatment were more likely to complete an alcohol detoxification programme with some ‘dry’ time off alcohol. It proposes that while there is a risk of prescribing alcohol detoxification regimes with methadone, there is a cohort of patients were this can be prescribed with a favourable outcome.

This paper aims to explore the cessation of injecting amongst male drug users when in prison in England and uncovers what influenced this behaviour and why.

Qualitative interviews were conducted with 30 male drug users on release from prison to explore what happened to their injecting drug use in prison. The research was conducted from a pragmatic harm reduction approach using grounded theory.

Not injecting in prison was identified as a pertinent finding and nine overarching themes accounted for this decline. The themes often overlapped with one another, highlighting how the decision not to inject when last in prison was multi‐factorial. Running throughout the themes were participants' concerns regarding the health and social risks attributed to injecting in prison, alongside an appreciation of some of the rehabilitative measures and opportunities offered to injecting drug users when in prison.

This qualitative research offers an updated perspective on illicit drug injecting in prison in England from the view of drug users since health and prison policy changes in prescribing and practice. It contributes to evidence suggesting that prisons can be used as a time of reprieve and recovery from injecting drug use.

The case for physical activity has been established through its impact on reduction in the risk of physical ill‐health such as coronary heart disease. However, there is increasing interest in its potential for a) treating and preventing mental illness and also b) the promotion of mental well‐being in the general public. The topic is now widely studied with over 30 published narrative or meta‐analytic reviews of research into the effect of exercise on constructs such as clinical or subclinical depression or anxiety, self‐esteem, affect and mood, resilience to stress, cognitive function or sleep. This paper provides a summary and appraisal of the evidence for the effect of exercise on mental health and addresses key issues that face the use of exercise as a medium for health promotion.

Alcohol and other drug (AOD) use is common worldwide. There is a wide spectrum of AOD issues that pose a major threat to public health, safety and the wellbeing of communities, families and individuals. There is no doubt that nurses have primary roles in identifying, preventing and addressing AOD use issues in emergency departments and general hospital units, clinics, specialist mental health and drug and alcohol services, sexual health services, youth services and community settings where people seek health care and other assistance. Nurses have credibility and are trusted by communities for their ability to address many health issues, including AOD health problems. Despite the enormous economic burden associated with AOD use across the world, the nursing profession has yet to fully acknowledge and embrace this serious issue for nurses.