scholarly journals Evidence Regarding Automatic Processing Computerized Tasks Designed For Health Interventions in Real-World Settings Among Adults: Systematic Scoping Review (Preprint)

2020 ◽  
Author(s):  
Harshani Jayasinghe ◽  
Camille E Short ◽  
Annette Braunack-Mayer ◽  
Ashley Merkin ◽  
Clare Hume

BACKGROUND Dual process theories propose that the brain uses 2 types of thinking to influence behavior: automatic processing and reflective processing. Automatic processing is fast, immediate, nonconscious, and unintentional, whereas reflective processing focuses on logical reasoning, and it is slow, step by step, and intentional. Most digital psychological health interventions tend to solely target the reflective system, although the automatic processing pathway can have strong influences on behavior. Laboratory-based research has highlighted that automatic processing tasks can create behavior change; however, there are substantial gaps in the field on the design, implementation, and delivery of automatic processing tasks in real-world settings. It is important to identify and summarize the existing literature in this area to inform the translation of laboratory-based research to real-world settings. OBJECTIVE This scoping review aims to explore the effectiveness of automatic training tasks, types of training tasks commonly used, mode of delivery, and impacts of gamification on automatic processing tasks designed for digital psychological health interventions in real-world settings among adults. METHODS The scoping review methodology proposed by Arskey and O’Malley and Colquhoun was applied. A scoping review was chosen because of the novelty of the digital automatic processing field and to encompass a broad review of the existing evidence base. Electronic databases and gray literature databases were searched with the search terms “automatic processing,” “computerised technologies,” “health intervention,” “real-world,” and “adults” and synonyms of these words. The search was up to date until September 2018. A manual search was also completed on the reference lists of the included studies. RESULTS A total of 14 studies met all inclusion criteria. There was a wide variety of health conditions targeted, with the most prevalent being alcohol abuse followed by social anxiety. Attention bias modification tasks were the most prevalent type of automatic processing task, and the majority of tasks were most commonly delivered over the web via a personal computer. Of the 14 studies included in the review, 8 demonstrated significant changes to automatic processes and 4 demonstrated significant behavioral changes as a result of changed automatic processes. CONCLUSIONS This is the first review to synthesize the evidence on automatic processing tasks in real-world settings targeting adults. This review has highlighted promising, albeit limited, research demonstrating that automatic processing tasks may be used effectively in a real-world setting to influence behavior change.

10.2196/17915 ◽  
2020 ◽  
Vol 22 (7) ◽  
pp. e17915
Author(s):  
Harshani Jayasinghe ◽  
Camille E Short ◽  
Annette Braunack-Mayer ◽  
Ashley Merkin ◽  
Clare Hume

Background Dual process theories propose that the brain uses 2 types of thinking to influence behavior: automatic processing and reflective processing. Automatic processing is fast, immediate, nonconscious, and unintentional, whereas reflective processing focuses on logical reasoning, and it is slow, step by step, and intentional. Most digital psychological health interventions tend to solely target the reflective system, although the automatic processing pathway can have strong influences on behavior. Laboratory-based research has highlighted that automatic processing tasks can create behavior change; however, there are substantial gaps in the field on the design, implementation, and delivery of automatic processing tasks in real-world settings. It is important to identify and summarize the existing literature in this area to inform the translation of laboratory-based research to real-world settings. Objective This scoping review aims to explore the effectiveness of automatic training tasks, types of training tasks commonly used, mode of delivery, and impacts of gamification on automatic processing tasks designed for digital psychological health interventions in real-world settings among adults. Methods The scoping review methodology proposed by Arskey and O’Malley and Colquhoun was applied. A scoping review was chosen because of the novelty of the digital automatic processing field and to encompass a broad review of the existing evidence base. Electronic databases and gray literature databases were searched with the search terms “automatic processing,” “computerised technologies,” “health intervention,” “real-world,” and “adults” and synonyms of these words. The search was up to date until September 2018. A manual search was also completed on the reference lists of the included studies. Results A total of 14 studies met all inclusion criteria. There was a wide variety of health conditions targeted, with the most prevalent being alcohol abuse followed by social anxiety. Attention bias modification tasks were the most prevalent type of automatic processing task, and the majority of tasks were most commonly delivered over the web via a personal computer. Of the 14 studies included in the review, 8 demonstrated significant changes to automatic processes and 4 demonstrated significant behavioral changes as a result of changed automatic processes. Conclusions This is the first review to synthesize the evidence on automatic processing tasks in real-world settings targeting adults. This review has highlighted promising, albeit limited, research demonstrating that automatic processing tasks may be used effectively in a real-world setting to influence behavior change.


2021 ◽  
Author(s):  
Mohammed Zayan Nizam ◽  
Leigh Powell ◽  
Nabil Zary

BACKGROUND Social media use has grown tremendously over the years. Given the volume of people on social media and the amount of information being exchanged, it is perhaps unsurprising that social media is being used to promote health interventions. There exists an opportunity for social media-driven health interventions to make a positive impact on health. There is a need to explore the current state of this field, including the platforms being used, models of design, models of behavior change, and evaluation that underpin social media health interventions. This scoping protocol will help to inform those who wish to develop such health interventions. OBJECTIVE The main objective of this scoping review protocol is to map the landscape of health interventions disseminated through social media. In addition to which we aim to understand what models of design, models of behavior change, and evaluation underpin social media health interventions. METHODS The methodological framework for this review is guided by Arksey and O’Malley and enhancements by Levac et al. and Peters et al. We will search relevant literature from 9 databases (1) PubMed, (2) PsychINFO, (2) Embase, (4) Web of Science, (5) SCOPUS, (6) CINAHL, (7) ERIC, (8) MEDLINE, (9) Google Scholar. The literature will be screened by at least two reviewers in two stages 1) Title/Abstract screening against the eligibility criteria; eligible articles will then undergo full text screening. Data will be charted using the data charting tool developed by the authors. RESULTS The results of this study will be presented in the final scoping review in two sections. The first section will describe the search strategy and study selection process and will contain the PRISMA flow chart. The second section will provide key details pertaining to the review objective and question. CONCLUSIONS Our scoping review will provide insights into the use of social media in the field of health intervention. Using social media to drive health interventions is an emerging way of reaching diverse audiences. This scoping review provides an opportunity to explore the current state of the field and help to inform others who wish to enter into the space of social media-driven health interventions to improve health outcomes.


2021 ◽  
pp. 030573562110194
Author(s):  
Amy Visser ◽  
Megan Lee ◽  
Timothy Barringham ◽  
Nasim Salehi

Professional popular musicians are at increased risk of psychological distress, substance use problems, and suicide, yet little evidence is available on effective psychotherapeutic practices to address these issues. This scoping review aims to understand how professional popular musicians perceive, engage with, and respond to mental health interventions. Four databases were searched, garnering a total of 310 articles. Of these, six met inclusion criteria. Four thematic categories were explored: (1) amenability of professional popular musicians to particular therapeutic approaches; (2) attribution of treatment outcomes to tailored approaches; (3) professional popular musicians’ perceived barriers to treatment; and (4) recommendations for treatment approaches. The scoping review supports the importance of considering the characteristics of professional popular musicians as a distinct group with unique well-being needs, challenges, and strengths. There is a clear preference for tailored, affordable, and accessible approaches that consider the uniquities of musicianship and the need to explore the role of nonclinical support, such as friends, family, and industry peers.


2021 ◽  
pp. 019394592110292
Author(s):  
Elizabeth E. Umberfield ◽  
Sharon L. R. Kardia ◽  
Yun Jiang ◽  
Andrea K. Thomer ◽  
Marcelline R. Harris

Nurse scientists are increasingly interested in conducting secondary research using real world collections of biospecimens and health data. The purposes of this scoping review are to (a) identify federal regulations and norms that bear authority or give guidance over reuse of residual clinical biospecimens and health data, (b) summarize domain experts’ interpretations of permissions of such reuse, and (c) summarize key issues for interpreting regulations and norms. Final analysis included 25 manuscripts and 23 regulations and norms. This review illustrates contextual complexity for reusing residual clinical biospecimens and health data, and explores issues such as privacy, confidentiality, and deriving genetic information from biospecimens. Inconsistencies make it difficult to interpret, which regulations or norms apply, or if applicable regulations or norms are congruent. Tools are necessary to support consistent, expert-informed consent processes and downstream reuse of residual clinical biospecimens and health data by nurse scientists.


2021 ◽  
Vol 2 ◽  
pp. 263348952098825
Author(s):  
Cheri J Shapiro ◽  
Kathleen Watson MacDonell ◽  
Mariah Moran

Background: Among the many variables that affect implementation of evidence-based interventions in real-world settings, self-efficacy is one of the most important factors at the provider level of the social ecology. Yet, research on the construct of provider self-efficacy remains limited. Objectives: This scoping review was conducted to enhance understanding of the construct of provider self-efficacy and to examine how the construct is defined and measured in the context of implementation of evidence-based mental health interventions. Design: Online databases were used to identify 190 papers published from 1999 to June of 2018 that included search terms for providers, evidence-based, and self-efficacy. To be eligible for the scoping review, papers needed to focus on the self-efficacy of mental health providers to deliver evidence-based psychosocial interventions. A total of 15 publications were included in the review. Results: The construct of provider self-efficacy is not clearly defined but is typically described as confidence to deliver a specific intervention or practice. A range of measures are used to assess provider self-efficacy across both provider and intervention types. Conclusions: Standardized definition and measurement of provider self-efficacy is needed to advance practice and implementation research. Plain language abstract: Provider self-efficacy is known to influence implementation of evidence-based mental health interventions. However, the ways in which provider self-efficacy is defined and measured in implementation research literature is not well understood; furthermore, it is not clear what types of providers and interventions are represented in this literature. This scoping review adds to current research by revealing that there is no agreed upon definition or measure of provider self-efficacy in the context of implementation of evidence-based interventions, and that the research includes multiple types of providers (e.g., social workers, counselors, psychologists) and interventions. Self-efficacy appears to change as a function of training and support. To further research in this area, a common definition and agreed upon measures of this construct are needed.


2020 ◽  
Author(s):  
Camila A Kairuz ◽  
Lisa M Casanelia ◽  
Keziah Bennett-Brook ◽  
Julieann Coombes ◽  
Uday Narayan Yadav

Abstract Background Racism is increasingly recognised internationally as a key factor contributing to health disparities. A comprehensive body of strong research from international authors has reported negative associations between racism and health outcomes. In Australia, although the literature is more limited, available findings follow global trends. Australia has an identified health gap between Aboriginal and Torres Strait Islander peoples and non-Indigenous Australians, and despite efforts to bridge this gap, health inequities continue to exist. This scoping review aims to assess, analyse and synthesise the relationship between racism and discrimination on the physical and mental health of Aboriginal and Torres Strait Islander peoples living in Australia.Method This is the study protocol for a scoping review. A systematic search will be conducted using five electronic databases: PubMed, CINAHL, Embase, Web of Science and the Australia’s National Institute for Aboriginal and Torres Strait Islander Health Research. The database search will include studies published between 2000 and 2020. Reference lists of the included articles will be searched. Outcome measures will include physical and mental health components including chronic conditions, depression and anxiety, psychological distress, social and emotional difficulties, suicide and health-related outcomes such as wellbeing and life satisfaction. Duplications will be removed, and titles and abstracts will be reviewed to select studies. Full-text screening of preselected studies will be performed by four reviewers independently, to select studies according to inclusion criteria. Included studies will be appraised for quality using appropriate tools tailored for each study design. Data will be extracted, and study findings and characteristics synthesised in a narrative summary. Discussion Our scoping review will synthesise the evidence on the impacts of racism and discrimination in relation to the physical and mental health of Aboriginal and Torres Strait Islander peoples living in Australia. These findings could guide future health interventions by addressing the exposure of racism and racial discrimination in order to reduce health disparity. It is anticipated the findings to be of interest to policymakers, researchers, Aboriginal and Torres Strait Islander communities and community health organisations and other stakeholders interested in optimising public health interventions for and in partnership with Aboriginal and Strait Torres Islander communities of Australia. Scoping review registration The protocol for this review has been registered on the International prospective register of systematic reviews (PROSPERO). The registration ID is CRD42020186193.


2021 ◽  
Vol 12 ◽  
Author(s):  
Marilon van Doorn ◽  
Laurens A. Nijhuis ◽  
Mees D. Egeler ◽  
Joost G. Daams ◽  
Arne Popma ◽  
...  

Objective: Between the ages of 12 and 25 the onset of mental disorders typically occurs, and the burden of mental health problems is greatest for this group. Indicated preventive interventions to target individuals with subclinical symptoms to prevent the transition to clinical levels of disorders have gained considerable traction. However, the threshold to seek help appears to be high even when help is needed. Online interventions could offer a solution, especially during the COVID-19 pandemic. This scoping review will present an overview of the recent research of indicated online preventive interventions for youth (12–25 years) experiencing the early stages of mental health complaints with the aim of identifying the nature and extent of the research evidence.Methods: The 5-stage framework by Arksey and O'Malley was used. Academic literature published from 2013 onwards in printed or electronic format was included from Scopus, PsychINFO, and Ovid MEDLINE(R) ALL.Results: The search yielded 11,122 results, with the final selection resulting in inclusion of 30 articles for this review. In total, the articles included 4,950 participants. 26.7% of the selected articles focused on youth between 12 and 25 years. Of the articles 60% did not screen for, nor exclude participants with clinical levels of symptoms. Most studies used a common evidence-based therapy for the disorder-category targeted. More than half of the online interventions included some form of human support. Adherence levels ranged between 27.9 and 98%. The results indicate general effectiveness, usability and acceptability of online indicated preventive interventions. The most commonly used approach was CBT (n = 12 studies). Studies varied in their size, rigor of study, effectiveness and outcome measures. Online interventions with a combination of clinical and peer moderation (n = 3 studies) appear to result in the most stable and highest effect sizes.Conclusion: Online indicated preventive mental health interventions for youth with emerging mental health issues show promise in reducing various mental health complaints, and increasing positive mental health indicators such as well-being and resilience. Additionally, high levels of usability and acceptability were found. However, the included studies show important methodological shortcomings. Also, the research has mainly focused on specific diagnostic categories, meaning there is a lack of transdiagnostic approaches. Finally, clear definitions of- as well as instruments to measure- emerging or subclinical mental health symptoms in youth remain are missing.


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