Using technology in the delivery of mental health and substance abuse treatment in rural communities: a review

Preference for hotline versus mobile application/countdown-based mobile overdose response services: a qualitative study

BACKGROUND

In response to the exacerbated rates of morbidity and mortality associated with the overlapping overdose and COVID-19 epidemics, novel strategies have been developed, implemented, operationalized and scaled to reduce the harms resulting from this crisis. Since the emergence of mobile overdose response services (MORS), two strategies have aimed to help reduce the mortality associated with acute overdose including staffed hotline-based services and unstaffed timer-based services. In this article, we aim to gather the perspectives of various key interest groups on these technologies to determine which might best support service users.

METHODS

Forty-seven participants from various interested groups including people who use substances who have and have not used MORS, healthcare workers, family members, harm reduction employees and MORS operators participated in semi-structured interviews. Transcripts were coded and analyzed using a thematic analysis approach.

RESULTS

Four major themes emerged regarding participant perspectives on the differences between services, namely differences in connection, perceived safety, privacy and accessibility, alongside features that are recommended for MORS in the future.

CONCLUSIONS

Overall, participants noted that individuals who use substances vary in their desire for connection during a substance use session offered by hotline and timer-based service modalities. Participants perceived hotline-based approaches to be more reliable and thus potentially safer than their timer-based counterparts but noted that access to technology is a limitation of both approaches.

Building Resilience and Improving Neurocognition (BRAIN): Feasibility and acceptability of a novel, multimodal telehealth cognitive rehabilitation intervention

OBJECTIVE

Cognitive deficits can impact daily functioning, general health, and psychological functioning. Multimodal group rehabilitation interventions designed for telehealth administration can optimally provide access and essential services for those who would otherwise not seek these services. We conducted a quality improvement project examining the feasibility and acceptability of Building Resilience and Improving Neurocognition (BRAIN), an eight-week multimodal telehealth cognitive rehabilitation group.

METHOD

Participants were veterans referred to a VA neuropsychology clinic for group cognitive rehabilitation. Self-report measures were used to collect information about general health, cognitive, and psychological concerns pre- and post-intervention. Twenty-two veterans with cognitive concerns pertaining to psychosocial factors or neurocognitive disorders completed pre- and post-intervention outcome measures.

RESULTS

Paired samples t-tests evaluated whether BRAIN improved self-reported emotional and functional status based on five self-report measures: MSNQ, WHODAS 2.0, PHQ-9, GAD-7, and PCL-5. Results showed clinically significant reductions on the MSNQ, PHQ-9 and PCL-5, with moderate effect sizes. On the MSNQ, participants endorsed decreased symptom severity on items associated with distractibility, slowed problem solving, requiring reminders, and difficulty multitasking.

CONCLUSION

The results indicate that BRAIN holds promise as a telehealth cognitive rehabilitation group intervention for reducing subjective cognitive concerns and symptoms of depression and PTSD.

A Mental Health and Well-Being Chatbot: User Event Log Analysis

BACKGROUND

Conversational user interfaces, or chatbots, are becoming more popular in the realm of digital health and well-being. While many studies focus on measuring the cause or effect of a digital intervention on people's health and well-being (outcomes), there is a need to understand how users really engage and use a digital intervention in the real world.

OBJECTIVE

In this study, we examine the user logs of a mental well-being chatbot called ChatPal, which is based on the concept of positive psychology. The aim of this research is to analyze the log data from the chatbot to provide insight into usage patterns, the different types of users using clustering, and associations between the usage of the app's features.

METHODS

Log data from ChatPal was analyzed to explore usage. A number of user characteristics including user tenure, unique days, mood logs recorded, conversations accessed, and total number of interactions were used with k-means clustering to identify user archetypes. Association rule mining was used to explore links between conversations.

RESULTS

ChatPal log data revealed 579 individuals older than 18 years used the app with most users being female (n=387, 67%). User interactions peaked around breakfast, lunchtime, and early evening. Clustering revealed 3 groups including "abandoning users" (n=473), "sporadic users" (n=93), and "frequent transient users" (n=13). Each cluster had distinct usage characteristics, and the features were significantly different (P<.001) across each group. While all conversations within the chatbot were accessed at least once by users, the "treat yourself like a friend" conversation was the most popular, which was accessed by 29% (n=168) of users. However, only 11.7% (n=68) of users repeated this exercise more than once. Analysis of transitions between conversations revealed strong links between "treat yourself like a friend," "soothing touch," and "thoughts diary" among others. Association rule mining confirmed these 3 conversations as having the strongest linkages and suggested other associations between the co-use of chatbot features.

CONCLUSIONS

This study has provided insight into the types of people using the ChatPal chatbot, patterns of use, and associations between the usage of the app's features, which can be used to further develop the app by considering the features most accessed by users.

Sociodemographic Correlates of Affordable Community Behavioral Health Treatment Facility Availability in Florida: A Cross-Sectional Study

Behavioral health disorders such as mental disorders (MD) and substance use disorders (SUD) are epidemics in the US; however, the availability of treatment and prevention services remains low. This study assessed neighborhood-level sociodemographic attributes to characterize the availability of behavioral health treatment facilities in Florida. The American Community Survey and SAMHSA's Behavioral Health Treatment Locator were used to identify behavioral health treatment facilities in Florida and calculate their density by census tract. Spatial lag regression models were used to assess census tract-level correlates of facility density for 390 MD treatment facilities, 518 SUD facilities, and subsets of affordable MD and SUD facilities. Behavioral health treatment facility density was negatively associated with rurality and positively associated with the proportion of non-Latino Black, Latino, insured, and college-educated populations. Stark rural-urban disparities in behavioral health treatment availability present opportunities to prioritize telehealth and mobile interventions and improve treatment utilization.

Clinicians' and Users' Views and Experiences of a Tele-Mental Health Service Implemented Alongside the Public Mental Health System during the COVID-19 Pandemic

A tele-mental health model called Head to Health was implemented in the state of Victoria, Australia to address the crisis caused by the COVID-19 pandemic. It was a free centralized intake service that adopted a targeted approach with several novel elements, such as stepped care and telehealth. This study examines the views and experiences of clinicians and service users of the tele-mental health service in the Gippsland region of Victoria during the COVID-19 pandemic. Data from clinicians were obtained via an online 10-item open-ended survey instrument and from service users through semi-structured interviews. Data were obtained from 66 participants, including 47 clinician surveys and 19 service user interviews. Six categories emerged from the data. They were: 'Conditions where use of tele-mental health is appropriate', 'Conditions where tele-mental health may not be useful', 'Advantages of tele-mental health', 'Challenges in using tele-mental health', 'Client outcomes with tele-mental health', and 'Recommendations for future use'. This is one of a few studies where clinicians' and service users' views and experiences have been explored together to provide a nuanced understanding of perspectives on the efficacy of tele-mental health when it was implemented alongside public mental health services.

Telehealth Use for Enhancing the Health of Rural Older Adults: A Systematic Mixed Studies Review

BACKGROUND AND OBJECTIVES

Telehealth holds potential for inclusive and cost-saving health care; however, a better understanding of the use and acceptance of telehealth for health promotion among rural older adults is needed. This systematic review aimed to synthesize evidence for telehealth use among rural-living older adults and to explore cost-effectiveness for health systems and patients.

RESEARCH DESIGN AND METHODS

This systematic review was conducted in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Study designs reporting health promotion telehealth interventions with rural-living adults aged 55 and older were eligible for review. Following screening and inclusion, articles were quality-rated and ranked by level of evidence. Data extraction was guided by the Technology Acceptance Model and organized into outcomes related to ease of use, usefulness, intention to use, and usage behavior along with cost-effectiveness.

RESULTS

Of 2,247 articles screened, 42 were included. Positive findings for the usefulness of telehealth for promoting rural older adults' health were reported in 37 studies. Evidence for ease of use and usage behavior was mixed. Five studies examined intention to continue to use telehealth and in 4 of these, patients preferred telehealth. Telehealth was cost-effective for health care delivery (as a process) compared to face to face. However, findings were mixed for cost-effectiveness with both reports of savings (e.g., reduced travel) and increased costs (e.g., insurance).

DISCUSSION AND IMPLICATIONS

Telehealth was useful for promoting health among rural-living older adults. Technological supports are needed to improve telehealth ease of use and adherence. Cost-effectiveness of telehealth needs more study, particularly targeting older adults.

Effectiveness of a Stand-alone Telephone-Delivered Intervention for Reducing Problem Alcohol Use: A Randomized Clinical Trial

Importance

Despite the magnitude of alcohol use problems globally, treatment uptake remains low. Telephone-delivered interventions have potential to overcome many structural and individual barriers to help seeking, yet their effectiveness as a stand-alone treatment for problem alcohol use has not been established.

Objective

To examine the effectiveness of the Ready2Change telephone-delivered intervention in reducing alcohol problem severity up to 3 months among a general population sample.

Design, Setting, and Participants

This double-blind, randomized clinical trial recruited participants with an Alcohol Use Disorders Identification Test (AUDIT) score of greater than 6 (for female participants) and 7 (for male participants) from across Australia during the period of May 25, 2018, to October 2, 2019. Telephone assessments occurred at baseline and 3 months after baseline (84.9% retention). Data collection was finalized September 2020.

Interventions

The telephone-based cognitive and behavioral intervention comprised 4 to 6 telephone sessions with a psychologist. The active control condition comprised four 5-minute telephone check-ins from a researcher and alcohol and stress management pamphlets.

Main Outcomes and Measures

The primary outcome was change in alcohol problem severity, measured with the AUDIT total score. Drinking patterns were measured with the Timeline Followback (TLFB) instrument.

Results

This study included a total of 344 participants (mean [SD] age, 39.9 [11.4] years; range, 18-73 years; 177 male participants [51.5%]); 173 participants (50.3%) composed the intervention group, and 171 participants (49.7%) composed the active control group. Less than one-third of participants (101 [29.4%]) had previously sought alcohol treatment, despite a high mean (SD) baseline AUDIT score of 21.5 (6.3) and 218 (63.4%) scoring in the probable dependence range. For the primary intention-to-treat analyses, there was a significant decrease in AUDIT total score from baseline to 3 months in both groups (intervention group decrease, 8.22; 95% CI, 7.11-9.32; P < .001; control group decrease, 7.13; 95% CI, 6.10-8.17; P < .001), but change over time was not different between groups (difference, 1.08; 95% CI, -0.43 to 2.59; P = .16). In secondary analyses, the intervention group showed a significantly greater reduction in the AUDIT hazardous use domain relative to the control group at 3 months (difference, 0.58; 95% CI, 0.02-1.14; P = .04). A greater reduction in AUDIT total score was observed for the intervention group relative to the control group when adjusting for exposure to 2 or more sessions (difference, 3.40; 95% CI, 0.36-6.44; P = .03) but not 1 or more sessions (per-protocol analysis).

Conclusions and Relevance

Based on the primary outcome, AUDIT total score, this randomized clinical trial did not find superior effectiveness of this telephone-based cognitive and behavioral intervention compared with active control. However, the intervention was effective in reducing hazardous alcohol use and reduced alcohol problem severity when 2 or more sessions were delivered. Trial outcomes demonstrate the potential benefits of this highly scalable and accessible model of alcohol treatment.

Trial Registration

ANZCTR Identifier: ACTRN12618000828224.

Amphetamine-related care in the USA, 2003-2014: cross-sectional analyses examining inpatient trends and factors associated with hospitalisation outcomes

OBJECTIVES

Although amphetamine use is a growing health problem in the USA, there are limited data on amphetamine-related hospitalisations. The primary objective of our study was to examine trends in amphetamine-related hospitalisations in the USA between 2003 and 2014, including by age and sex. Our secondary objectives were to examine whether demographic, clinical and care setting characteristics were associated with select outcomes of amphetamine-related hospitalisations, including in-hospital mortality, prolonged length of stay and leaving against medical advice.

DESIGN, SETTING AND PARTICIPANTS

Using the 2003-2014 National Inpatient Sample, we estimated the rate of amphetamine-related hospitalisations for each year in the USA among individuals 18+ years of age, stratified by age and sex. Subgroup analyses examined hospitalisations due to amphetamine causes. Unconditional logistic regression modelling was used to estimate the adjusted odds of admission outcomes for sociodemographic, clinical and hospital indicators.

PRIMARY AND SECONDARY OUTCOMES

Our primary outcome was amphetamine-related hospitalisations between 2003 and 2014; secondary outcomes included in-hospital mortality, prolonged length of stay and leaving against medical advice.

RESULTS

Amphetamine-related hospitalisation rates increased from 27 to 69 per 100 000 population between 2003 and 2014. Annual rates were consistently greater among younger (18-44 years) individuals and men. Regional differences were observed, with admission to Western hospitals being associated with increased mortality (adjusted OR, AOR 5.07, 95% CI 1.22 to 21.04) and shorter (0-2 days) lengths of stay (AOR 0.70, 95% CI 0.58 to 0.83) compared with Northeast admissions. Males (AOR 1.26, 95% CI 1.15 to 1.38; compared with females) and self-pay (AOR 2.30, 95% CI 1.90 to 2.79; compared with private insurance) were associated with leaving against medical advice.

CONCLUSIONS

Increasing rates of amphetamine-related hospitalisation risk being overshadowed by other public health crises. Regional amphetamine interventions may offer the greatest population health benefits. Future studies should examine long-term outcomes among patients hospitalised for amphetamine-related causes.

Acceptability of Telehealth for Multidiagnostic Suicidal Patients in a Real-World Dialectical Behavior Therapy Clinic During the COVID-19 Pandemic

Objective: This study aimed to evaluate the acceptability of Dialectical Behavior Therapy (DBT) delivered through telehealth to complex, suicidal patients during the COVID-19 pandemic. Methods: We surveyed 163 adult participants enrolled in outpatient services at a private, free-standing DBT clinic certified by the DBT-Linehan Board of Certification for its fidelity to the treatment. Treatment satisfaction was assessed, as well as ease of telehealth over time, differences in satisfaction between patients who had previously experienced face-to-face treatment and those who had only experienced telehealth, patients' beliefs regarding the impact of telehealth on their progress, and preference for face-to-face versus telehealth services. Additionally, participants' reasons for liking and disliking telehealth were reported. Results: The average overall satisfaction rating was 82.26 (±18.71) on a 100-point scale. Factors identified as being relevant to satisfaction included increased access to care, saving time and money, and increased comfort participating in therapy from home. Factors identified as relevant to dissatisfaction included feeling less connected to therapists and other patients. The majority of participants reported that telehealth positively impacted or did not impact treatment progress. Satisfaction was significantly related to participants' perception of telehealth's impact on progress in treatment. Demographic variables were also included in the analyses, but were unrelated to satisfaction. Conclusions: Findings indicate that, from the point of view of consumer satisfaction, telehealth appears satisfactory for delivery of DBT and may play an increased role in behavioral health care postpandemic.

Domains, feasibility, effectiveness, cost, and acceptability of telehealth in aging care: a scoping review of systematic reviews (Preprint)

BACKGROUND

Aging is becoming a major global challenge. Compared with younger adults, the older population has greater health needs but faces inadequate access to appropriate, affordable, and high-quality health care. Telehealth can remove geographic and time boundaries, as well as enabling socially isolated and physically homebound people to access a wider range of care options. The impacts of different telehealth interventions in terms of their effectiveness, cost, and acceptability in aging care are still unclear.

OBJECTIVE

This scoping review of systematic reviews aimed to provide an overview of the domains of telehealth implemented in aging care; synthesize evidence of telehealth's feasibility, effectiveness, cost benefits, and acceptability in the context of aging care; identify gaps in the literature; and determine the priorities for future research.

METHODS

Guided by the methodological framework of the Joanna Briggs Institute, we reviewed systematic reviews concerning all types of telehealth interventions involving direct communication between older users and health care providers. In total, 5 major electronic databases, PubMed, Embase (Ovid), Cochrane Library, CINAHL, and PsycINFO (EBSCO), were searched on September 16, 2021, and an updated search was performed on April 28, 2022, across the same databases as well as the first 10 pages of the Google search.

RESULTS

A total of 29 systematic reviews, including 1 post hoc subanalysis of a previously published large Cochrane systematic review with meta-analysis, were included. Telehealth has been adopted in various domains in aging care, such as cardiovascular diseases, mental health, cognitive impairment, prefrailty and frailty, chronic diseases, and oral health, and it seems to be a promising, feasible, effective, cost-effective, and acceptable alternative to usual care in selected domains. However, it should be noted that the generalizability of the results might be limited, and further studies with larger sample sizes, more rigorous designs, adequate reporting, and more consistently defined outcomes and methodologies are needed. The factors affecting telehealth use among older adults have been categorized into individual, interpersonal, technological, system, and policy levels, which could help direct collaborative efforts toward improving the security, accessibility, and affordability of telehealth as well as better prepare the older population for digital inclusion.

CONCLUSIONS

Although telehealth remains in its infancy and there is a lack of high-quality studies to rigorously prove the feasibility, effectiveness, cost benefit, and acceptability of telehealth, mounting evidence has indicated that it could play a promising complementary role in the care of the aging population.

Predicting Mental Health Status in Remote and Rural Farming Communities: Computational Analysis of Text-Based Counseling

Background

Australians living in rural and remote areas are at elevated risk of mental health problems and must overcome barriers to help seeking, such as poor access, stigma, and entrenched stoicism. e-Mental health services circumvent such barriers using technology, and text-based services are particularly well suited to clients concerned with privacy and self-presentation. They allow the client to reflect on the therapy session after it has ended as the chat log is stored on their device. The text also offers researchers an opportunity to analyze language use patterns and explore how these relate to mental health status.

Objective

In this project, we investigated whether computational linguistic techniques can be applied to text-based communications with the goal of identifying a client’s mental health status.

Methods

Client-therapist text messages were analyzed using the Linguistic Inquiry and Word Count tool. We examined whether the resulting word counts related to the participants’ presenting problems or their self-ratings of mental health at the completion of counseling.

Results

The results confirmed that word use patterns could be used to differentiate whether a client had one of the top 3 presenting problems (depression, anxiety, or stress) and, prospectively, to predict their self-rated mental health after counseling had been completed.

Conclusions

These findings suggest that language use patterns are useful for both researchers and clinicians trying to identify individuals at risk of mental health problems, with potential applications in screening and targeted intervention.

Digital Health Interventions for Delivery of Mental Health Care: Systematic and Comprehensive Meta-Review

BACKGROUND

The COVID-19 pandemic has shifted mental health care delivery to digital platforms, videoconferencing, and other mobile communications. However, existing reviews of digital health interventions are narrow in scope and focus on a limited number of mental health conditions.

OBJECTIVE

To address this gap, we conducted a comprehensive systematic meta-review of the literature to assess the state of digital health interventions for the treatment of mental health conditions.

METHODS

We searched MEDLINE for secondary literature published between 2010 and 2021 on the use, efficacy, and appropriateness of digital health interventions for the delivery of mental health care.

RESULTS

Of the 3022 records identified, 466 proceeded to full-text review and 304 met the criteria for inclusion in this study. A majority (52%) of research involved the treatment of substance use disorders, 29% focused on mood, anxiety, and traumatic stress disorders, and >5% for each remaining mental health conditions. Synchronous and asynchronous communication, computerized therapy, and cognitive training appear to be effective but require further examination in understudied mental health conditions. Similarly, virtual reality, mobile apps, social media platforms, and web-based forums are novel technologies that have the potential to improve mental health but require higher quality evidence.

CONCLUSIONS

Digital health interventions offer promise in the treatment of mental health conditions. In the context of the COVID-19 pandemic, digital health interventions provide a safer alternative to face-to-face treatment. However, further research on the applications of digital interventions in understudied mental health conditions is needed. Additionally, evidence is needed on the effectiveness and appropriateness of digital health tools for patients who are marginalized and may lack access to digital health interventions.

Consumer perceptions of telehealth for mental health or substance abuse: a Twitter-based topic modeling analysis

Objective

The objective of this study is to understand the primary topics of consumer discussion on Twitter associated with telehealth for mental health or substance abuse for prepandemic versus during-pandemic time-periods, using a state-of-the-art machine learning (ML) natural language processing (NLP) method.

Materials and Methods

The primary methodological phases of this project were: (1) collecting, cleaning, and filtering data (tweets) from January 2014 to June 2021, (2) describing the final corpus, (3) running and optimizing Bidirectional Encoder Representations from Transformers (BERT; using BERTopic in Python) models, and (4) human refinement of topic model results and thematic classification of topics.

Results

The number of tweets in this context increased by 4 times during the pandemic (2017 tweets prepandemic vs 8672 tweets during the pandemic). During the pandemic topics were more frequently mental health related than substance abuse related. Top during-pandemic topics were therapy, suicide, pain (associated with burnout and drinking), and mental health diagnoses such as ADHD and autism. Anxiety was a key topic of discussion both pre- and during the pandemic.

Discussion

Telehealth for mental health and substance abuse is being discussed more frequently online, which implies growing demand. Given the topics extracted as proxies for demand, the most demand is currently for telehealth for mental health primarily, especially for children, parents, and therapy for those with anxiety or depression, and substance abuse secondarily.

Conclusions

Scarce telehealth resources can be allocated more efficiently if topics of consumer discussion are included in resource allocation decision- and policy-making processes.

Telehealth for mental health and substance abuse is being discussed more frequently online. To determine what aspects of telehealth for mental health and/or substance abuse were being discussed most on Twitter, both before the pandemic and during the pandemic, we downloaded relevant tweets and ran a specialized machine learning model that extracts the most popular keywords from tweets as well as combines similar keywords into overall topics. We find 33 relevant topics prepandemic and 32 relevant topics during the pandemic to be relevant in this context. Given the topics extracted as proxies for demand, the most demand is currently for telehealth for mental health primarily, especially for children, parents, and therapy for those with anxiety or depression, and substance abuse secondarily. We also find that therapy and therapists were the top areas of discussion in regard to telehealth for mental health and/or substance abuse during the pandemic. These results can be applied to telehealth decision-making processes. In particular, scarce telehealth resources can be allocated more efficiently, particularly to those who currently need or want them most, if topics of consumer discussion are included in resource allocation decision- and policy-making processes.

Examining organization and provider challenges with the adoption of virtual domestic violence and sexual assault interventions in Alberta, Canada, during the COVID-19 pandemic

Objectives

In Canada, calls to domestic violence and sexual assault hotlines increased during the COVID-19 pandemic as stricter public health restrictions took effect in parts of the country. Moreover, the public health measures introduced to limit the transmission of COVID-19 saw many health providers abruptly pivot to providing services virtually, with little to no opportunity to plan for this switch. We carried out a qualitative research study to understand the resulting challenges experienced by providers of domestic violence and sexual assault support services.

Methods

Twenty-four semi-structured interviews were conducted to gather in-depth information from service providers and organizational leaders in the Canadian province of Alberta about the challenges they experienced adopting virtual and remote-based domestic violence and sexual assault interventions during the COVID-19 outbreak. Interview transcripts and field notes were analysed using a thematic analysis approach.

Results

Our findings highlighted multiple challenges organizations, service providers and clients experienced. These included: (1) systemic (macro-level) challenges pertaining to policies, legislation and funding availability, (2) organization and provider (meso-level) challenges related to adapting services and programmes online or for remote delivery and (3) provider perceptions of client (micro-level) challenges related to accessing virtual interventions.

Conclusions

Equity-focused policy and intersectional and systemic action are needed to enhance delivery and access to virtual interventions and services for domestic violence and sexual assault clients.

The Current Status of Telehealth and Distance Learning in Palau

In 2017 the Republic of Palau installed fiber optic cables, allowing access to high speed internet for the first time and the capacity for growth in telehealth. Given Palau's poor access to specialists and resources, telehealth has the potential to radically change health care delivery. Currently, the status of telehealth in Palau is unknown. This study describes telehealth resources utilized at the Ministry of Health in Palau and potential future directions for telehealth. Thirty-four people, mostly health professionals at the Belau National Hospital in Palau were interviewed, including physicians, information technology personnel, public health department staff, department managers of allied health, and telehealth experts in the Pacific. Standardized questions and surveys were conducted in-person during July 2019. All departments utilized some form of telehealth. Common needs for the advancement of telehealth included: a telehealth champion, a resource facilitator, successful distance learning for auxiliary staff, dedicated telehealth space, technological help, and better telehealth communication with rural clinics. Survey respondents indicated that they would like to use some sort of distance learning, most commonly for professional betterment (86%) and upskilling of staff (86%). There are numerous distance learning and telehealth opportunities available, yet recurrent barriers to these opportunities were noted across all departments. The barriers identified in the current study and recommendations to overcome them may be applicable to other Pacific nations who face similar challenges.

Quantifying rural disparity in healthcare utilization in the United States: Analysis of a large midwestern healthcare system

PURPOSE

The objective of this study is to identify how predisposing characteristics, enabling factors, and health needs are jointly and individually associated with epidemiological patterns of outpatient healthcare utilization for patients who already interact and engage with a large healthcare system.

METHODS

We retrospectively analyzed electronic medical record data from 1,423,166 outpatient clinic visits from 474,674 patients in a large healthcare system from June 2018-March 2019. We evaluated patients who exclusively visited rural clinics versus patients who exclusively visited urban clinics using Chi-square tests and the generalized estimating equation Poisson regression methodology. The outcome was healthcare use defined by the number of outpatient visits to clinics within the healthcare system and independent variables included age, gender, race, ethnicity, smoking status, health status, and rural or urban clinic location. Supplementary analyses were conducted observing healthcare use patterns within rural and urban clinics separately and within primary care and specialty clinics separately.

FINDINGS

Patients in rural clinics vs. urban clinics had worse health status [χ2 = 935.1, df = 3, p<0.0001]. Additionally, patients in rural clinics had lower healthcare utilization than patients in urban clinics, adjusting for age, race, ethnicity, gender, smoking, and health status [2.49 vs. 3.18 visits, RR = 0.61, 95%CI = (0.55,0.68), p<0.0001]. Further, patients in rural clinics had lower utilization for both primary care and specialty care visits.

CONCLUSIONS

Within the large healthcare system, patients in rural clinics had lower outpatient healthcare utilization compared to their urban counterparts despite having potentially elevated health needs reflected by a higher number of unique health diagnoses documented in their electronic health records after adjusting for multiple factors. This work can inform future studies exploring the roots and ramifications of rural-urban healthcare utilization differences and rural healthcare disparities.

The Effect of Social Norms on Physicians’ Intentions to Use Liver Cancer Screening: A Cross-Sectional Study Using Extended Theory of Planned Behavior

Background

Liver cancer is a globally acknowledged threat to public health, and there is a critical and urgent need to determine factors associated with the use of liver cancer screening and to further promote its use.

Purpose

To examine whether the extended theory of planned behavior (TPB) incorporating social norms predicts physicians’ intentions to use liver cancer screening and to identify the associated factors quantitatively, using contrast-enhanced ultrasound (CEUS) as an example.

Methods

A research framework was established by adding social norms to the TPB, based on which the questionnaire for this study was developed. Through multistage random sampling, a cross-sectional questionnaire survey was conducted among 292 physicians in Fujian and Jiangxi provinces. Due to the multicollinearity problem of the data, ridge regression was applied to determine the influencing factors of physicians’ intentions to use CEUS.

Results

Most participants (87.30%) reported that they were willing to use liver cancer screening in their clinical practice. The scores of TPB variables were generally higher than those of social norms variables. Ridge regression results indicated that the proposed model was explanatory, which has accounted for 73.5% of the total variance in physicians’ intentions. Analyses also illustrated the significant role of TPB variables (attitude and perceived behavioral control) and social norms variables (personal norms, organizational norms, and industrial norms) on physicians’ intentions to use CEUS.

Conclusion

The study extended the TPB by including the concepts of social norms, which is not only conducive to expanding the knowledge of factors associated with physicians’ intentions to use liver cancer screening, but also provides implications for developing strategies to promote the use of certain health services or products, such as playing the role of core members, holding panel meetings, and establishing information push systems.

COVID-19, Rural Communities, and Implications of Telebehavioral Health Services: Addressing the Benefits and Challenges of Behavioral Health Services via Telehealth in Nebraska

Telehealth has been in use, in various forms, for over a century and is growing increasingly more popular. The current research sought to examine the prevalence, benefits, and challenges of telehealth for behavioral and mental health services in the state of Nebraska with a particular focus on rural communities. The COVID-19 pandemic coincided with the research endeavors and impacted the questions that were asked related to the use of telebehavioral health. Specifically, the research included an investigation of the rates of use of telebehavioral health across agencies and whether/how the pandemic impacted the use of telehealth services. The research included an initial examination of more than 50 behavioral health agencies to assess overall utilization of telehealth. Researchers then conducted interviews with 15 practitioners to discuss the challenges and benefits associated with telehealth services. Key results suggest that implementation of telehealth in Nebraska has resulted in increased access to services among rural residents and has deeply impacted clinical practice. Additionally, clinicians identified specific benefits and challenges of telebehavioral health. It was also noted that the majority of clinicians plan to continue providing services via telehealth if the policies and regulations remain as they are post-COVID-19. Implications of this research highlight the efficiency and effectiveness of using telehealth to increase access.

A qualitative examination of substance use service needs among people who use drugs (PWUD) with treatment and service experience in Ontario, Canada

BACKGROUND

People who use drugs (PWUD) often have complex health and social support needs related to substance use, yet face numerous barriers to service access, resulting in unmet treatment needs and a corresponding gap in treatment. While initiatives to scale up substance use services for PWUD in Canada - and Ontario - have been undertaken, these have excluded PWUD' perspectives, and their needs have largely been defined by other actors. As end-users of services, PWUD' perspectives are vital to understanding what services are required, and whether existent services are adequate, appropriate and effective. Thus, the present study aimed to elicit in-depth knowledge from PWUD with lived experience of accessing services to better understand their unmet treatment and service needs, towards closing the service and treatment gap in Ontario.

METHODS

This qualitative study included one-on-one interviews conducted with a cohort of n = 45 adult PWUD with substance use and treatment experience in Ontario, Canada. Participants were recruited from substance use services based on ConnexOntario's directory of all provincial addiction services, as well as by word-of-mouth. Questions focused on participants' experiences and perspectives on substance use services towards understanding their service needs. Data underwent an inductive thematic analysis based on key themes that emerged.

RESULTS

Participants commonly engaged in polysubstance use, and identified a number of unmet substance use service needs including complex factors within the current service system that influenced access to available programs. Specifically, participants suggested the need to address stigmatization and system fragmentation, increase service provision and capacity, and scale up specific services and related supports such as harm reduction, counseling, treatment, and housing.

CONCLUSIONS

This study identified PWUD' needs in relation to substance use service provision in Ontario, Canada, and highlighted important areas for policy change and program planning and implementation. Concrete recommendations include the development of a government-funded, low-barrier, comprehensive and integrated service delivery and referral models that include PWUD as collaborators and program facilitators to ensure that services are as accessible, effective, and cohesive as possible. Results from this study can be used to enhance provincial substance use treatment and service provision.

Use of Telehealth in Mental Health (MH) Services During and After COVID-19

COVID-19 social distancing guidelines caused a rapid transition to telephone and video technologies for the delivery of mental health (MH) services. The study examined: (a) adoption of these technologies across the MH service continuum; (b) acceptance of these technologies; and (c) intention of providers to use these technologies following the pandemic based on a sample of 327 MH organizations from 22 states during May-August 2020. There was widespread use of technology, with greater than 69% of organizations reporting using telephone or video for most services. For all video services and just three telephone services, organizations reported significantly greater odds of intending to use technology to deliver services post-COVID-19. Use of video was seen as more desirable as compared to telephone. The overall perceived ease of use and usefulness for video-based services and certain telephone services provide a promising outlook for use of these services post the COVID-19 pandemic.

Chatbots to Support Mental Wellbeing of People Living in Rural Areas: Can User Groups Contribute to Co-design?

Digital technologies such as chatbots can be used in the field of mental health. In particular, chatbots can be used to support citizens living in sparsely populated areas who face problems such as poor access to mental health services, lack of 24/7 support, barriers to engagement, lack of age appropriate support and reductions in health budgets. The aim of this study was to establish if user groups can design content for a chatbot to support the mental wellbeing of individuals in rural areas. University students and staff, mental health professionals and mental health service users (N = 78 total) were recruited to workshops across Northern Ireland, Ireland, Scotland, Finland and Sweden. The findings revealed that participants wanted a positive chatbot that was able to listen, support, inform and build a rapport with users. Gamification could be used within the chatbot to increase user engagement and retention. Content within the chatbot could include validated mental health scales and appropriate response triggers, such as signposting to external resources should the user disclose potentially harmful information or suicidal intent. Overall, the workshop participants identified user needs which can be transformed into chatbot requirements. Responsible design of mental healthcare chatbots should consider what users want or need, but also what chatbot features artificial intelligence can competently facilitate and which features mental health professionals would endorse.

Ready2Change: Preliminary effectiveness of a telephone-delivered intervention program for alcohol, methamphetamine and cannabis use problems

INTRODUCTION

Telehealth has considerable potential to overcome many of the barriers to accessing care for substance use problems, thereby increasing the opportunity for earlier intervention. The Ready2Change program is a multiple-session outbound telephone-delivered cognitive and behavioural intervention for mild-to-moderate substance use disorders, embedded within a long-established 24/7 alcohol and drug helpline. We sought to analyse routinely collected program data in a preliminary study to examine the effectiveness of Ready2Change in reducing substance use problem severity and psychological distress.

METHODS

A retrospective analysis of program data from December 2013 to June 2018 was performed. Analysed cases were 249 clients living in Victoria, Australia with alcohol (n = 191), methamphetamine (n = 40) or cannabis (n = 18) as their primary drug of concern. A within-subjects design was used to examine pre- and post-intervention substance use problem severity and psychological distress.

RESULTS

For alcohol cases, there was a statistically significant decrease in alcohol problem severity [AUDIT, mean difference = -12.7, 95% confidence interval (CI) -14.0, -11.5]. Statistically significant reductions in drug problem severity (DUDIT) were observed for methamphetamine (mean difference = -17.3, 95% CI -20.9, -13.7) and cannabis (mean difference = -15.9, 95% CI -22.3, -9.6) cases. All groups showed reductions in problem severity for other substances used (P < 0.05) and psychological distress (P < 0.001).

DISCUSSION AND CONCLUSIONS

Results suggest Ready2Change benefits clients with alcohol, methamphetamine and cannabis use problems, with the potential to improve treatment access for health inequity groups including those living in remote areas. These findings warrant further investigation into the effectiveness of this program.

The impact of the COVID-19 pandemic and its related restrictions on people with pre-existent mental health conditions: A scoping review

CONTEXT

Globally, governments have introduced a variety of public health measures including restrictions and reducing face-to-face contact, to control the spread of COVID-19. This has implications for mental health services in terms of support and treatment for vulnerable groups such as people with pre-existent mental health conditions. However, there is limited evidence of the impact of COVID-19 and its related restrictions on people with pre-existent mental health conditions.

OBJECTIVES

To identify the impact of COVID-19 and its related restrictions on people with pre-existent mental health conditions.

METHODS

A scoping review of the literature was employed. Eight electronic databases (PsycINFO, Cochrane, Web of Science, MEDLINE, EMBASE, CINAHL, Scopus, Academic Search Complete) were searched and 2566 papers identified. 30 papers met the criteria for this review and findings were summarised under three key review questions.

RESULTS

COVID-19 and its related restrictions have had a notable effect on people with pre-existent mental health conditions. Public health restrictions have contributed to increased levels of social isolation, loneliness, and reduced opportunities for people to connect with others. Reduced access to health services and treatments has compounded matters for those seeking support. Exacerbation and deterioration of symptoms are commonly reported and can lead to greater susceptibility to COVID-19 infection.

IMPLICATIONS

The importance of proactive planning, alternative accessible healthcare services and supports for vulnerable and at-risk groups is illuminated. Increased monitoring, early intervention and individually tailored care strategies are advocated. Recommendations revolve around the need for enhanced provision of remote support strategies facilitated using technology enhanced resources. ACCESSIBLE SUMMARY.

Rural use of health service and telemedicine during COVID-19: The role of access and eHealth literacy

The COVID-19 pandemic has driven a greater reliance on telemedicine, yet rural access, use, and satisfaction with telemedicine and the role of eHealth literacy are unknown. Using a cross-sectional design, 279 (70.6% female) western rural Canadians completed an online survey. The majority of participants reported access to telemedicine, but nearly 1/5 lacked access to online or virtual mental health services. The majority of participants had used health care services following the declared COVID-19 pandemic in North America, and just under half had used telemedicine. Telemedicine satisfaction scores were higher among participants who had used video (M = 4.18) compared to those who used phone alone (M = 3.79) (p = 0.031). Telemedicine satisfaction and eHealth literacy were correlated (r = 0.26, p = 0.005). Participants did not want telemedicine to replace in-person consultations. Telemedicine practice requires that rural residents have the resources, ability and willingness to engage with remote care.

Disparities in Access to Medications for Opioid Use Disorder in the Veterans Health Administration

OBJECTIVES

A variety of patients - including women, older, racial/ethnic minority, rural, homeless, and justice-involved patients - are vulnerable to experiencing poor healthcare access and quality, such as lower quality substance use disorder treatment, than other populations. The current study examined receipt of medications for opioid use disorder by vulnerable populations within Veterans Health Administration (VHA) facilities to determine whether there are patient and facility factors that are associated with disparities in care.

METHODS

Using national VHA clinical/administrative data from Fiscal Year 2017, we calculated receipt of medications for opioid use disorder using the American Society for Addiction Medicine quality measure specifications. A mixed-effects logistic regression model tested whether patient vulnerability (ie, women, older age, racial/ethnic minority, rural residence, homeless, and justice-involved) and facility (eg, regional location, availability of a methadone clinic) characteristics were associated with medication receipt.

RESULTS

Among the 53,568 veterans at VHA facilities diagnosed with opioid use disorder in Fiscal Year 2017, vulnerable populations - including women, older, Black, rural, homeless, and justice-involved veterans - had lower odds of receiving medications for opioid use disorder than their nonvulnerable counterparts. Veterans had higher odds of receiving medications at facilities with a higher proportion of patients with opioid use disorder, but lower odds of receiving medications at facilities in the Southern region compared to the Northeast region of the United States.

CONCLUSIONS

Quality improvement efforts targeted at vulnerable populations are needed at the VHA to ensure these groups receive the same quality of substance use disorder treatment as other veterans.

The Role of Telemedicine in Rural Mental Health Care Around the Globe

Purpose: Through a qualitative systematic literature review (n = 12), this article seeks to better understand how telemedicine is used globally to address mental health needs within rural areas. This article highlights common barriers and advantages to providing this type of care, arguing that telemedicine services may be quite impactful in addressing mental health care needs in rural areas, but barriers, risks, and other cultural considerations must be considered when designing and implementing telemental health intervention programs. Methods: A search was conducted using PubMed, Google Scholar, PsychINFO, Medline, and SocINDEX. The inclusion criteria: (1) studies published between the years 2012 and 2019; (2) studies that met rigorous methodological criteria or analyzed telemedicine programs rigorously with evidence-based approaches; and (3) studies that specifically address or discuss tested telemedicine intervention programs for mental health in rural areas. Twelve articles of the 143 reviewed met the inclusion criteria. Findings: Themes included: (1) advantages (cost-effectiveness; accessibility, feasibility, and addressing disparities; privacy/confidentiality; integrative/collaborative care with primary care providers); (2) barriers and challenges (digital divides and infrastructure; ongoing care); (3) need for evaluation, evidence-based programs, and sustainability; and (4) across-cultural considerations. Conclusions: Future research examining the use of telemedicine in mental health intervention programs for rural areas should focus on various types of rural communities across the globe, diversifying the scope of this type of research and allowing for a better understanding of how to implement programs that address specific needs and barriers unique to rural communities across the globe.

How Are Telehealth Laws Intersecting With Laws Addressing the Opioid Overdose Epidemic?

Opioid-involved drug overdose deaths have been a growing concern in the United States for several decades. The Centers for Disease Control and Prevention identified several strategies to address the opioid overdose epidemic, including increased availability of and access to medication-assisted treatment and guidance on safer opioid prescribing practices. Telehealth offers the potential for increasing access and availability to these strategies, and laws governing telehealth have implications for their utilization. To understand how state telehealth laws intersect with the opioid overdose epidemic, we conducted a legal mapping study, a type of legal epidemiological assessment, of statutes and regulations that intersect at telehealth and opioids. This search yielded 28 laws from 17 states. These laws intersect both telehealth and the opioid overdose epidemic in different ways including prescribing limitations, opioid treatment through medication and counseling, patient plan review, and professional collaboration. Continued legal and policy surveillance is needed to be able to evaluate the impact of law in addressing opioid overdose outcomes.

Using the RE-AIM framework to evaluate internal and external validity of mobile phone-based interventions in diabetes self-management education and support

OBJECTIVE

We evaluated the extent to which studies that tested short message service (SMS)- and application (app)-based interventions for diabetes self-management education and support (DSMES) report on factors that inform both internal and external validity as measured by the RE-AIM (Reach, Efficacy/Effectiveness, Adoption, Implementation, and Maintenance) framework.

MATERIALS AND METHODS

We systematically searched PubMed, Embase, Web of Science, CINAHL (Cumulative Index of Nursing and Allied Health Literature), and IEEE Xplore Digital Library for articles from January 1, 2009, to February 28, 2019. We carried out a multistage screening process followed by email communications with study authors for missing or discrepant information. Two independent coders coded eligible articles using a 23-item validated data extraction tool based on the RE-AIM framework.

RESULTS

Twenty studies (21 articles) were included in the analysis. The comprehensiveness of reporting on the RE-AIM criteria across the SMS- and app-based DSMES studies was low. With respect to internal validity, most interventions were well described and primary clinical or behavioral outcomes were measured and reported. However, gaps exist in areas of attrition, measures of potential negative outcomes, the extent to which the protocol was delivered as intended, and description on delivery agents. Likewise, we found limited information on external validity indicators across adoption, implementation, and maintenance domains.

CONCLUSIONS

Reporting gaps were found in internal validity but more so in external validity in the current SMS- and app-based DSMES literature. Because most studies in this review were efficacy studies, the generalizability of these interventions cannot be determined. Future research should adopt the RE-AIM dimensions to improve the quality of reporting and enhance the likelihood of translating research to practice.

An observational study of the impact of COVID-19 and the rapid implementation of telehealth on community mental health center providers

BACKGROUND

The COVID-19 pandemic has remarkably altered community mental health service delivery through the rapid implementation of telehealth. This study reports provider perspectives on the impact that COVID-19 and the transition to telehealth had on their work and their ability to deliver evidence-based practices (EBPs).

METHODS

Providers (n = 93) completed online surveys with quantitative measures and open-ended items exploring their reactions to COVID-19 and to the transition to providing services via telehealth.

RESULTS

Perceptions of personal risk and rumination around COVID-19 were low, while telehealth was viewed positively by providers. Three major themes emerged regarding the major impacts of COVID-19 on work: (1) the altered nature of interactions between patient/client and provider due to telehealth implementation, (2) changes in provider expectations regarding productivity, and (3) challenges maintaining work-life balance. In regard to the major impacts of COVID-19 on EBP delivery, three themes emerged: (1) increased difficulty delivering certain therapies via telehealth, (2) potential limitations to session confidentiality, and (3) challenge of engaging children in telehealth.

CONCLUSIONS

In the context of the COVID-19 pandemic, community mental health providers continued to engage with clients and deliver EBPs while navigating a number of changes related to the rapid transition to and implementation of telehealth. This study highlights the need for further work on what supports providers need to effectively engage with clients and deliver EBPs via telehealth, and has implications for how telehealth is sustained or de-implemented post-COVID-19.

Psychotherapy at a Distance

The 2020 COVID-19 pandemic has abruptly overwhelmed normal life. Beyond the fear and fatality of the virus itself comes a likely wave of psychiatric disorders. Simultaneously, social distancing has changed overnight how psychiatrists and other mental health professionals must treat patients. Telepsychotherapy, until now a promising but niche treatment, has suddenly become treatment as usual. This article briefly reviews the limited clinical evidence supporting different modes of telepsychotherapy, then focuses on how remote therapy affects clinicians and their patients.

A Pilot Study of Peer-to-Peer SBIRT Simulation as a Clinical Telehealth Training Tool During COVID-19

Screening, Brief Intervention and Referral to Treatment (SBIRT), is an evidence-based approach to screening and early intervention for those at risk of substance use disorders. With the ongoing health concerns related to COVID-19, there is an increased need for social workers who can competently deliver evidence-based interventions, such as SBIRT, via telehealth. Due to the COVID-19 pandemic, traditional SBIRT training approaches using face-to-face (FTF) instruction and FTF simulated practice may not be a safe or feasible way to develop students' SBIRT- related skills. This study explores 35 social work graduate students' experiences of learning SBIRT skills in a remote learning format and subsequently delivering a SBIRT intervention to a live "client" via a peer-to-peer simulated telehealth session. Overall, students reported that the shift from FTF to remote learning made learning SBIRT skills difficult, and that providing brief intervention and referral was the most difficult step of the simulated SBIRT telehealth intervention. Qualitative feedback indicates that overall, students found the simulated telehealth sessions a valuable learning experience, but also reported that richer educational experiences would have resulted from additional practice opportunities and real time feedback. Implications for future research, simulation-based education and clinical practice are discussed.

Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review

BACKGROUND

People living in rural and remote areas have poorer access to mental health services than those living in cities. They are also less likely to seek help because of self-stigma and entrenched stoic beliefs about help seeking as a sign of weakness. E-mental health services can span great distances to reach those in need and offer a degree of privacy and anonymity exceeding that of traditional face-to-face counseling and open up possibilities for identifying at-risk individuals for targeted intervention.

OBJECTIVE

This scoping review maps the research that has explored text-based e-mental health counseling services and studies that have used language use patterns to predict mental health status. In doing so, one of the aims was to determine whether text-based counseling services have the potential to circumvent the barriers faced by clients in rural and remote communities using technology and whether text-based communications, in particular, can be used to identify individuals at risk of psychological distress or self-harm.

METHODS

We conducted a comprehensive electronic literature search of PsycINFO, PubMed, ERIC, and Web of Science databases for articles published in English through November 2020.

RESULTS

Of the 9134 articles screened, 70 met the eligibility criteria and were included in the review. There is preliminary evidence to suggest that text-based, real-time communication with a qualified therapist is an effective form of e-mental health service delivery, particularly for individuals concerned with stigma and confidentiality. There is also converging evidence that text-based communications that have been analyzed using computational linguistic techniques can be used to accurately predict progress during treatment and identify individuals at risk of serious mental health conditions and suicide.

CONCLUSIONS

This review reveals a clear need for intensified research into the extent to which text-based counseling (and predictive models using modern computational linguistics tools) may help deliver mental health treatments to underserved groups such as regional communities, identify at-risk individuals for targeted intervention, and predict progress during treatment. Such approaches have implications for policy development to improve intervention accessibility in at-risk and underserved populations.

Written exposure therapy and app-delivered mindfulness-based meditation for PTSD and subthreshold PTSD in China: Design of a randomized controlled trial

Background

Posttraumatic stress disorder (PTSD) and subthreshold PTSD are still major global concerns, especially in developing areas short of mental health resources. Written exposure therapy (WET), a brief 5-session treatment, has been found to be effective in reducing PTSD symptoms, but no studies have examined it in an Eastern context. Mindfulness-based meditation mobile application may be a promising approach to reduce insomnia comorbid with PTSD. The current study aims to: 1) examine the effectiveness of WET for Chinese PTSD and subthreshold PTSD patients, and 2) examine the effectiveness of adding a mindfulness-based application (MBA) to WET for reducing comorbid insomnia.

Methods

The randomized controlled trial will enroll 150 adults with subthreshold/full PTSD and comorbid insomnia. Participants will be randomly assigned to written exposure therapy plus mindfulness-based application condition (WET + MBA, n = 50), written exposure therapy alone (WET, n = 50), or minimal contact control (MMC, n = 50). Clinical interview of the primary outcome (PTSD symptoms) will be administrated at baseline, posttreatment, 3- and 6- month follow-up, while self-reported PTSD symptoms and secondary outcomes (insomnia severity) will be administrated at baseline, every week and all follow-ups.

Discussion

This is the first study applying WET in Chinese PTSD patients, as well as examining a mindfulness-based mobile application as a treatment add-on for comorbid insomnia. Study findings will contribute to the knowledge of the effectiveness of WET and a mindfulness-based mobile application, and the development of a culture-adapted treatment protocol.

Trial registration

ChiCTR, ChiCTR2000034119. Registered 24 June 2020, http://www.chictr.org.cn/showproj.aspx?proj&equals;55,467.

Dynamics of Health Technology Diffusion in the Integrated Care System (DHTDICS): A Development and Validation Study in China

Background

Limited diffusion of health technology has greatly halted the improvement of resource integration and healthcare outcomes. The importance of understanding the dynamics of health technology diffusion is increasingly highlighted. However, the dynamic mechanism of health technology diffusion in the context of the integrated care system (ICS) remained largely unknown.

Purpose

To develop and validate the scale on Dynamics of Health Technology Diffusion in Integrated Care System (DHTDICS) for providing an instrument to investigate the health technology diffusion in the ICS in China, by taking the Des-gamma-Carboxy Prothrombin (DCP) test as an example.

Methods

Based on previous classical theories such as the theory of planned behavior (TPB), technology acceptance model (TAM), and technology-organization-environment framework (TOE), the scale with 34 items was initially developed. It was tested in a cross-sectional questionnaire survey including 246 participants from February to August 2019 in China. Cronbach’s alpha, corrected item-total correlation, and factor loadings were used to assess reliability. Exploratory factor analysis and confirmatory factor analysis were applied to evaluate the validity by assessing factor structures and correlations.

Results

Reliability analysis revealed excellent internal consistency. Acceptable validity was confirmed through tests of convergent validity and discriminant validity. Regarding the domains that DHTDICS contributes, the results highlighted 4 domains: personal beliefs (including dimensions of attitudes, subjective norms and perceived behavioral control), technical drivers (including dimensions of ease of use and price rationality), organizational readiness (including dimensions of organizational culture, technology absorptive willingness and technology sharing willingness), and external environment (dimension of industry competition pressure).

Conclusion

The findings confirmed the reliability and validity of the scale on DHTDICS. The scale will be not only a scientific tool in determining the dynamics of health technology diffusion in the ICS, but also a helpful reference for developing future interventions to promote health technology diffusion.

Telehealth Beyond COVID-19

Because of the COVID-19 pandemic, many mental health care services have been shifted from face-to-face to virtual interactions. Several health policy changes have influenced telehealth uptake during this time, including changes in technology, Internet connectivity, prescriptions, and reimbursement for services. These changes have been implemented for the duration of the pandemic, and it is unclear if all, some, or none of these new or amended policies will be retained after the pandemic has ended. Accordingly, in the wake of changing policies, mental health care providers will need to make decisions about the future of their telehealth programs. This article briefly reviews telehealth policy changes due to the COVID-19 pandemic and highlights what providers should consider for future delivery and implementation of their telehealth programs.

Are videoconferenced mental and behavioral health services just as good as in-person? A meta-analysis of a fast-growing practice

The use of videoconferencing technologies (VCT) is on the rise given its potential to close the gap between mental health care need and availability. Yet, little is known about the effectiveness of these services compared to those delivered in-person. A series of meta-analyses were conducted using 57 empirical studies (43 examining intervention outcomes; 14 examining assessment reliability) published over the past two decades that included a variety of populations and clinical settings. Using conventional and HLM3 meta-analytical approaches, VCT consistently produced treatment effects that were largely equivalent to in-person delivered interventions across 281 individual outcomes and 4336 clients, with female clients and those treated in medical facilities tending to respond more favorably to VCT than in-person. Results of an HLM3 model suggested assessments conducted using VCT did not appear to lead to differential decisions compared to those conducted in-person across 83 individual outcomes and 332 clients/examinees. Although aggregate findings support the use of VCT as a viable alternative to in-person service delivery of mental healthcare, several limitations in the current literature base were revealed. Most concerning was the relatively limited number of randomized controlled trials and the inconsistent (and often incomplete) reporting of methodological features and results. Recommendations for reporting the findings of telemental health research are provided.

Substance use disorder treatment, parenting, and COVID-19

Prior to COVID-19, options for parenting support while receiving substance use disorder (SUD) treatment were limited. The transition to using mobile technology for SUD treatment due to physical distancing during the pandemic may make parenting resources for people with SUDs even more limited. The rapid integration of parenting supports into telehealth and web-based treatment delivery is essential for improving long-term outcomes for families affected by substance use.

Considerations for remote delivery of behavioral economic interventions for substance use disorder during COVID-19 and beyond

The response to the COVID-19 crisis has created direct pressure on health care providers to deliver virtual care, and has created the opportunity to develop innovations in remote treatment for people with substance use disorders. Remote treatments provide an intervention delivery framework that capitalizes on technological innovations in remote monitoring of behaviors and can efficiently use information collected from people and their environment to provide personalized treatments as needed. Interventions informed by behavioral economic theories can help to harness the largely untapped potential of virtual care in substance use treatment. Behavioral economic treatments, such as contingency management, the substance-free activity session, and episodic future thinking, are positioned to leverage remote monitoring of substance use and to use personalized medicine frameworks to deliver remote interventions in the COVID-19 era and beyond.

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With increased remote care, there is an opportunity for virtual treatment development.

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Treatments can capitalize on remote technology to increase effectiveness.

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Behavioral economic interventions are well positioned to fill this need.

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Remote behavioral economic interventions can add to current treatments.

Improving Research Quality to Achieve Mental Health Equity

Inequities and the resulting disparities that exist in mental health for a variety of socially disadvantaged groups have roots in the history and ongoing processes of medical and mental health research, as well as in persisting implicit bias in our society and health care system. The inclusion of historically excluded communities in the research to practice pipeline is vital to ensuring that treatments and interventions are developed to increase equity in mental health. A research framework is proposed based on the integration of community-based participatory research and human-centered design as an avenue for removing inequities and barriers in mental health.

Business as usual? Psychological support at a distance

The impact of COVID-19 has challenged the long accepted 'norm' in delivery of psychological therapy. Public policies designed to reduce transmission have made it extremely difficult to meet with service-users safely in the traditional face-to-face context. E-therapies have existed in theory and practice since technological progress has made them possible. They can offer a host of advantages over face-to-face equivalents, including improved access, greater flexibility for service-users and professionals, and cost savings. However, despite the emerging evidence and anticipated positive value, implementation has been slower than anticipated. Concerns have been raised by service-users, clinicians, and public health organisations, identifying significant barriers to the wide spread use of e-therapies. In the current climate, many clinicians are offering e-therapies for the first time, without prior arrangement or training, as the only viable option to continue to support their clients. This paper offers a clinically relevant review of the e-therapies literature, including effectiveness and acceptability dilemmas and challenges that need to be addressed to support the safe use and growth of e-therapies in psychology services. Further research is needed to better understand what might be lost and what gained in comparison to face-to-face therapy, and for which client groups and settings it might be most effective.

Feasibility, acceptability, and preliminary impact of telemedicine-administered cognitive behavioral therapy for adherence and depression among African American women living with HIV in the rural South

Women living with HIV are disproportionally affected by depression and mental healthcare access. A pilot feasibility trial using videoconferencing compared cognitive behavioral therapy for antiretroviral therapy adherence and depression (N = 11) to supportive psychotherapy (N = 11). Participants completed 10-12 weekly therapy sessions and 6-month follow-up. Retention at 6 months was 95 percent. Depression symptoms significantly decreased in both arms; antiretroviral therapy adherence remained high as measured via self-report and Wisepill. Satisfaction with intervention components was high; videoconferencing was highly acceptable and comparable to face-to-face counseling. This study demonstrates the feasibility of telemedicine-administered psychotherapy addressing mental health needs among women living with HIV.

Incarceration as a Reason for US Alcohol and Drug Treatment Non-completion: a Multilevel Analysis of Racial/Ethnic and Sex Disparities

Incarceration may be an overlooked reason for treatment non-completion experienced disproportionately by African Americans. This study utilized multilevel logistic regression to model treatment non-completion due to incarceration using the 2015-2016 Treatment Episode Dataset-Discharges. Among a sample restricted to treatment non-completers (n = 306,008), 5% terminated treatment because they became incarcerated (n = 13,082), which varied widely by demographics and by state. In Idaho, 46% of African Americans terminated treatment because they became incarcerated. Women had lower odds of treatment non-completion than men, and the effect of sex was strongest among African Americans (adjusted odds ratio [aOR] = 0.30, 95% confidence interval [95% CI] = 0.26-0.34). Among men, all racial/ethnic minority groups demonstrated significantly higher odds of treatment non-completion due to incarceration compared with Whites, and the strongest effect was among African Americans (aOR = 1.37, 95% CI = 1.29-1.44). Incarceration as a reason for treatment non-completion disproportionately affects African Americans and men and varies by state. Interventions targeting incarceration alternatives should be availed to racial/ethnic minorities already participating in treatment.

Online HIV information seeking and pre-exposure prophylaxis awareness among people who use drugs

People who use drugs (PWUD) remain at high risk for acquiring human immunodeficiency virus (HIV), both from injection and from sexual risk-taking. In 2016, 9% of 39,782 new HIV diagnoses occurred among people who inject drugs in the United States. Reaching PWUD with accurate information about and motivation for initiating pre-exposure prophylaxis (PrEP) remains challenging and remains the first crucial step in the knowledge-attitude-behavior change continuum. This study seeks to contribute to closing this information gap by examining the HIV information-seeking behaviors among PWUD who are not on PrEP, so as to identify potential strategies to increase adoption of HIV prevention such as PrEP as part of overall health and related to risk-taking behaviors. A cross-sectional survey was conducted in 2016 among HIV-negative PWUD (n = 400), 57.3% of whom reported injecting at least once in a week, chronically maintained on methadone treatment (MMT) at a large addiction treatment program. The study found that the number of hours spent online by people who use drugs was comparable to the general population. Awareness about PrEP and the seeking of HIV-related information was low in this population. Looking for sex partners online, perception of risk, having multiple partners were associated with seeking HIV information. Although using injection drugs was related to high perception of risk of acquiring HIV, it was not associated with seeking HIV information online. It is imperative to further understand the online HIV information seeking behavior of this population and provide targeted information in order to increase awareness and knowledge about HIV-related risk and methods of prevention, including information about PrEP.

The impact of rurality on opioid-related harms: A systematic review of qualitative research

INTRODUCTION

Over the past decade, there has been mounting recognition that opioid use and related mortality and morbidity is a significant public health problem in rural, non-urban areas across the globe. Taking what has been termed the 'opioid crisis' as a starting off point, this article aims to systematically review the qualitative literature on the ways in which rurality shapes the risk for opioid-related harm.

METHODS

A systematic review was undertaken using database searches and secondary reference list searches for qualitative literature on rural and non-urban opioid-related harms. A total of 32 qualitative studies met the inclusion criteria. Data extraction was performed in NVivo 12 using a codebook based on the 'risk environment' framework.

RESULTS

The findings explore how rurality shapes the risk environment for opioid-related harms through four environment influences: (1) economic conditions, including economic transition and deindustrialisation that has occurred in many rural areas, and the high levels of economic distress experienced by rural residents; (2) physical conditions, including a lack of infrastructure and recreation opportunities, larger geographic distances, and limited transportation; (3) social conditions, where social networks could be both protective but also amplify risk through a lack of knowledge about treatment and risk behaviours, a lack of anonymity and stigmatisation of people who use opioids in rural areas; and (4) policy conditions including limited coverage and availability of harm reduction and drug treatment services, and stigmatising service provider practices.

CONCLUSIONS

The impact of rurality on risk of opioid-related harm is multifaceted. We suggest that future research on rural opioid use would benefit from drawing on the theoretical toolkit of rural criminology to attend to the ways the 'rural crisis', and attendant insecurities, anxieties and strains, impacts upon rural communities and shapes risk, along with how socio-cultural characteristics of the rural 'organise' risks of drug use.

Health Status and Health Service Utilization among Vietnamese Farmers in a Mountainous Province

Problems of poor health status and low health service use among farmers in mountainous areas have not been fully investigated. A cross-sectional study was conducted in Son La, a mountainous province in Vietnam, to assess the self-rated health and health care service utilization among farmers. Visual analogue scale (VAS) was used to measure the self-rated health. Multivariate Tobit, Poisson, and logistic regression were employed to identify related factors. Among 197 farmers, the mean VAS score was 67.8 (SD = 15.5). Approximately 40% of participants reported health problems, and the most popular morbidity was hypertension—56.4%. There were 28.9% and 50.3% of farmers using inpatient and outpatient treatments in the last 12 months, respectively. Age, educational level, family income, marital status, alcohol use, and source of information have been identified as associated factors with self-rated health status and morbidities, while age, gender, education, and morbidities were related to health service utilization. Data indicated a high proportion of health issues and a high rate of health care service use among farmers in a mountainous area of Vietnam. Adaptable health policies and prevention programs or preventive health services should be implemented regularly in mountainous regions to protect farmers from the onset of morbidities and to enhance their health.

Lessons learned from the opioid crisis across the pillars of the Canadian drugs and substances strategy

Background

Canada is facing an urgent challenge to reduce the harms associated with opioids: from January 2016 to December of 2018, more than 11,500 individuals lost their lives due to opioid related harms. This review examines responses to the opioid crisis thus far, the lessons learned from these initiatives and the knowledge gaps that still need to be addressed across the four pillar model adopted by the CDSS.

Methods

A search of peer-reviewed literature was conducted in PubMed and PsycNet, and grey literature was retrieved from reputable substance use and health organizations to determine responses to the opioid crisis and related outcomes between 2013 and 2019. Findings related to actions, outcomes and unintended consequences across the categories of prevention, treatment, harm reduction, enforcement and the evidence base were included and synthesized into a narrative review on lessons learned.

Results

The opioid crisis is a result of multiple, complex interrelated factors. Many physicians may not feel competent to appropriately treat pain and/or addiction. Pushes for opioid deprescribing have resulted in some individuals using illicit opioids as treatment. A range of effective and accessible pharmacological and psychological treatments are still required. When regulations are barriers, unsanctioned actions, such as overdose prevention sites, may be enacted by individuals to respond to urgent public health needs. A nimble response with evolving enforcement perspectives can aid individuals experiencing harms from opioid use.

Conclusions

There is no one size fits all response to this crisis, and consideration should be given to the unique needs of different communities and populations, as well as the broader impact of harms on families, communities, and society. A situation so multifaceted requires both immediate and long-term strategies implemented concurrently in order to address the differing and on-going needs of Canadians experiencing opioid harms. The expertise of individuals and families affected by the opioid crisis must be included in consultations and decisions related to different strategies, to ensure responses are not stigmatizing, that they will be effective and acceptable and that unintended consequences are quickly recognized and mitigated.