Dataset Information

Clinician Perspectives and Design Implications in Using Patient-Generated Health Data to Improve Mental Health Practices: Mixed Methods Study.

ABSTRACT: BACKGROUND:Patient-generated health data (PGHD) have been largely collected through mobile health (mHealth) apps and wearable devices. PGHD can be especially helpful in mental health, as patients' illness history and symptom narratives are vital to developing diagnoses and treatment plans. However, the extent to which clinicians use mental health-related PGHD is unknown. OBJECTIVE:A mixed methods study was conducted to understand clinicians' perspectives on PGHD and current mental health apps. This approach uses information gathered from semistructured interviews, workflow analysis, and user-written mental health app reviews to answer the following research questions: (1) What is the current workflow of mental health practice and how are PGHD integrated into this workflow, (2) what are clinicians' perspectives on PGHD and how do they choose mobile apps for their patients, (3) and what are the features of current mobile apps in terms of interpreting and sharing PGHD? METHODS:The study consists of semistructured interviews with 12 psychiatrists and clinical psychologists from a large academic hospital. These interviews were thematically and qualitatively analyzed for common themes and workflow elements. User-posted reviews of 56 sleep and mood tracking apps were analyzed to understand app features in comparison with the information gathered from interviews. RESULTS:The results showed that PGHD have been part of the workflow, but its integration and use are not optimized. Mental health clinicians supported the use of PGHD but had concerns regarding data reliability and accuracy. They also identified challenges in selecting suitable apps for their patients. From the app review, it was discovered that mHealth apps had limited features to support personalization and collaborative care as well as data interpretation and sharing. CONCLUSIONS:This study investigates clinicians' perspectives on PGHD use and explored existing app features using the app review data in the mental health setting. A total of 3 design guidelines were generated: (1) improve data interpretation and sharing mechanisms, (2) consider clinical workflow and electronic health record integration, and (3) support personalized and collaborative care. More research is needed to demonstrate the best practices of PGHD use and to evaluate their effectiveness in improving patient outcomes.

SUBMITTER: Wu DTY

PROVIDER: S-EPMC7442947 | biostudies-literature | 2020 Aug

REPOSITORIES: biostudies-literature

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Clinician Perspectives and Design Implications in Using Patient-Generated Health Data to Improve Mental Health Practices: Mixed Methods Study.

Wu Danny T Y DTY Xin Chen C Bindhu Shwetha S Xu Catherine C Sachdeva Jyoti J Brown Jennifer L JL Jung Heekyoung H

JMIR formative research 20200807 8

<h4>Background</h4>Patient-generated health data (PGHD) have been largely collected through mobile health (mHealth) apps and wearable devices. PGHD can be especially helpful in mental health, as patients' illness history and symptom narratives are vital to developing diagnoses and treatment plans. However, the extent to which clinicians use mental health-related PGHD is unknown.<h4>Objective</h4>A mixed methods study was conducted to understand clinicians' perspectives on PGHD and current mental ...[more]

PMID: 32763884

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Project description:BackgroundDigital health apps are among the most visible facets of the ongoing digital transition in health care, with mental health-focused apps as one of the main therapeutic areas. However, concerns regarding their scientific robustness drove regulators to establish evaluation procedures, with Germany's Digitale Gesundheitsanwendungen program pioneering in app prescription with costs covered by statutory health insurance. Portugal gathers a set of conditions and requirements that position it as an excellent test bed for digital health apps. Its daunting mental health landscape reinforces the potential interest in new interventions. To understand if they would be acceptable, we need to understand the supply side's attitudes and perceptions toward them, that is, those of psychiatrists and psychologists.ObjectiveThis study aims to understand the attitudes and expectations of psychiatrists and psychologists toward digital mental health apps (DMHAs) in the Portuguese context, as well as perceived benefits, barriers, and actions to support their adoption.MethodsWe conducted a 2-stage sequential mixed methods study. Stage 1 consisted of a cross-sectional web survey adapted to the Portuguese context that was delivered to mental health professionals and psychologists. Stage 2 complemented the insights of the web survey results with a key opinion leader analysis.ResultsA total of 160 complete survey responses were recorded, most of which were from psychologists. This is the most extensive study on mental health professionals' attitudes and perceptions of DMHAs in Portugal. A total of 87.2% (136/156) of the respondents supported the opportunity to prescribe DMHAs. Increased health literacy (139/160, 86.9%), wider adherence to treatment (137/160, 85.6%), and proper disease management (127/160, 79.4%) were the most frequently agreed upon benefits of DMHAs. However, only less than half (68/156, 43.6%) of the respondents planned to prescribe or recommend DMHAs, with psychologists being more favorable than psychiatrists. Professionals faced substantial barriers, such as a lack of information on DMHAs (154/160, 96.3%), the level of initial training effort (115/160, 71.9%), and the need for adjustments of clinical processes and records (113/160, 70.6%). Professionals reported that having more information on the available apps and their suitability for health objectives (151/160, 94.4%), more scientific evidence of the validity of the apps as a health intervention (147/160, 91.9%), and established recommendations of apps by specific clinical guidelines or professional societies (145/160, 90.6%) would be essential to foster adoption.ConclusionsMore information about DMHAs regarding their clinical validity and how they work is necessary so that such an intervention can be adopted in Portugal. Recommendations from professional and scientific societies, as well as from governmental bodies, are strongly encouraged. Although the benefits of and the barriers to using these apps are consensual, more evidence, along with further promotion of mental health professionals' digital literacy, is needed.International registered report identifier (irrid)RR2-10.2196/41040.

Project description:BackgroundWhen children suffer acute pain, the ambulance service is often involved to provide initial assessment, treatment, and transport. Several predictors of effective pain management have been identified, including children who are younger (0-5 years), administered analgesics, and living in homes from more affluent areas.ObjectiveTo explain previously identified predictors of effective prehospital pain management in children.DesignMixed methods sequential explanatory study.Setting and participantsEast Midlands Ambulance Service National Health Service Trust paramedics and emergency medical technicians (EMTs) participated in face-to-face semi-structured interviews. These were audio recorded, transcribed verbatim, and coded using thematic analysis. Meta-inferences were generated and illustrated within a joint display.ResultsTwelve clinicians (9 paramedics and 3 EMTs) were interviewed. Median (interquartile range) age was 43.5 years (41.5, 45.75), 58% were male (n = 7) and 58% were parents (n = 7). Possible explanations were provided for all predictors. Younger children were perceived to express more emotion, were easier to distract, and lived more in the moment than their older counterparts, which explained why younger children were more likely to achieve effective pain management. Analgesics were perceived to have a psychosocial benefit in addition to the pharmacological action. Ambulance clinicians felt that children living in more affluent areas were more likely to achieve effective pain management because the kempt environment facilitated assessment and management and clinicians spent more time on scene; this allowed more time for analgesics to take effect. Participants perceived paramedics to be more confident, and it was found that paramedics were older, more experienced, had a greater scope of practice, and spent more time on scene than EMTs.ConclusionPrehospital pain management in children could be improved by facilitating and prioritizing analgesic administration and by ambulance services ensuring a paramedic, or highly trained clinician, is present on each vehicle, necessitating long-term commitment to staff development.

Project description:Clinician moral distress has been documented over the past several decades as occurring within numerous healthcare disciplines, often in relation to clinicians' involvement in patients' end-of-life decision-making. The resulting harms impact clinician well-being, patient well-being, and healthcare system functioning. Given Covid-19's catastrophic death toll and associated demands on end-of-life decision-making processes, the pandemic represents a particularly important context within which to understand clinician moral distress. Thus, we conducted a convergent mixed methods study to examine its prevalence, associations with clinicians' demographic and professional characteristics, and contributing circumstances among Veterans Health Administration (VA) clinicians. The study, conducted in April 2021, consisted of a cross-sectional on-line survey of VA clinicians at 20 VA Medical Centers with professional jurisdiction to place life-sustaining treatment orders working who were from a number of select specialties. The survey collected quantitative data on respondents' demographics, clinical practice characteristics, attitudes and behaviors related to goals of care conversations, intensity of moral distress during "peak-Covid," and qualitative data via an open-ended item asking for respondents to describe contributing circumstances if they had indicated any moral distress. To understand factors associated with heightened moral distress, we analyzed quantitative data using bivariate and multivariable regression analyses and qualitative data using a hybrid deductive/inductive thematic approach. Mixed methods analysis followed, whereby we compared the quantitative and qualitative datasets and integrated findings at the analytic level. Out of 3,396 eligible VA clinicians, 323 responded to the survey (9.5% adjusted response rate). Most respondents (81%) reported at least some moral distress during peak-Covid. In a multivariable logistic regression, female gender (OR 3.35; 95% CI 1.53-7.37) was associated with greater odds of moral distress, and practicing in geriatrics/palliative care (OR 0.40; 95% CI 0.18-0.87) and internal medicine/family medicine/primary care (OR 0.46; 95% CI 0.22-0.98) were associated with reduced odds of moral distress compared to medical subspecialties. From the 191 respondents who completed the open-ended item, five qualitative themes emerged as moral distress contributors: 1) patient visitation restrictions, 2) anticipatory actions, 3) clinical uncertainty related to Covid, 4) resource shortages, and 5) personal risk of contracting Covid. Mixed methods analysis found that quantitative results were consistent with these last two qualitative themes. In sum, clinician moral distress was prevalent early in the pandemic. This moral distress was associated with individual-, system-, and situation-level contributors. These identified contributors represent leverage points for future intervention to mitigate clinician moral distress and its negative outcomes during future healthcare crises and even during everyday clinical care.

Project description:Background:Integrating evidence-based mental health services into primary care has been identified as one strategy for overcoming the treatment gap in low and middle-income countries, yet their uptake into standard practice remains poor. The purpose of this study was to understand stakeholder perspectives regarding barriers and facilitators to integration of mental health services into primary care settings in Northern Iraq. Methods:Using a convergent mixed methods study design, quantitative and qualitative questionnaires assessed respondent perceptions of implementation factors under the domains of Autonomy, Acceptability, Appropriateness, Feasibility, Penetration/Accessibility, Sustainability, and Organizational Climate. We interviewed four types of stakeholders: clients, providers of mental health services, non-mental health (MH) staff working at the centers, and center directors. Interviews were conducted with clients at the completion of services, and with all other stakeholder groups in the latter half of the first year of program implementation, by Kurdish-speaking interviewer pairs. Qualitative and quantitative data were analyzed separately and merged using qualitative data transformation to quantify frequency of theme and integrate with quantitative findings through woven narrative. Results:123 clients, 26 providers, 40 non-MH staff, and 12 directors provided data. Positive perceptions of the program's acceptability, appropriateness, feasibility, and positive impacts were reported across all stakeholder levels. Providers reported that the program length (8-12 sessions) was a challenge. Clients described logistical challenges (e.g.: transportation, childcare, home duties); support from family and friends appeared to be critical. Lack of private space, insufficient staffing, and need for greater government support were also important issues. Conclusions:This mixed methods study is unique in its inclusion of non-MH staff and director perspectives on integration of mental health services in primary care clinics. Their inclusion proved vital since they included critical human resource barriers to feasibility. Providers reported generally positive integration experiences but that some colleagues (clinic staff not involved in mental health services) were unsupportive. Most non-MH staff were supportive, but some did report negative impacts on their working environment. Future studies of integration of mental health services into other service platforms should include the perspectives of stakeholders not involved in provision of mental health services.

Project description:BACKGROUND:Population-based studies show that the risk of mental ill health is highest among young people aged 10 to 24 years, who are also the least likely to seek professional treatment because of a number of barriers. Electronic mental (e-mental) health services have been advocated as a method for decreasing these barriers for young people, among which text-based online counseling (TBOC) is a primary intervention used at many youth-oriented services. Although TBOC has shown promising results, its outcome variance is greater in comparison with other electronic interventions and adult user groups. OBJECTIVE:This pilot study aimed to explore and confirm e-mental health professional's perspectives about various domains and themes related to young service users' (YSUs) motivations for accessing TBOC services and factors related to higher and lower effectiveness on these modalities. METHODS:Participants were 9 e-mental health professionals who were interviewed individually and in focus groups using a semistructured interview. Thematic analysis of qualitative themes from interview transcripts was examined across the areas of YSU motivations for access and factors that increase and decrease TBOC effectiveness. RESULTS:A total of 4 domains and various subthemes were confirmed and identified to be related to YSUs' characteristics, motivations for accessing TBOC, and moderators of service effectiveness: user characteristics (ie, prior negative help-seeking experience, mental health syndrome, limited social support, and perceived social difficulties), selection factors (ie, safety, avoidance motivation, accessibility, and expectation), and factors perceived to increase effectiveness (ie, general therapeutic benefits, positive service-modality factors, and persisting with counseling despite substantial benefit) and decrease effectiveness (ie, negative service-modality factors). CONCLUSIONS:Participants perceived YSUs to have polarized expectations of TBOC effectiveness and be motivated by service accessibility and safety, in response to several help-seeking concerns. Factors increasing TBOC effectiveness were using text-based communication, the online counselor's interpersonal skills and use of self-management and crisis-support strategies, and working with less complex presenting problems or facilitating access to more intensive support. Factors decreasing TBOC effectiveness were working with more complex problems owing to challenges with assessment, the slow pace of text communication, lack of nonverbal conversational cues, and environmental and connectivity issues. Other factors were using ineffective techniques (eg, poor goal setting, focusing, and postcounseling direction) that produced only short-term outcomes, poor timeliness in responding to service requests, rupture in rapport from managing service boundaries, and low YSU readiness and motivation.

Dataset Information

Clinician Perspectives and Design Implications in Using Patient-Generated Health Data to Improve Mental Health Practices: Mixed Methods Study.

Publications

Clinician Perspectives and Design Implications in Using Patient-Generated Health Data to Improve Mental Health Practices: Mixed Methods Study.

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