The implementation of person-centred plans in the community-care sector: a qualitative study of organizations in Ontario, Canada.

BACKGROUND: Person-centred planning refers to a model of care in which programs and services are developed in collaboration with persons receiving care (i.e., persons-supported) and tailored to their unique needs and goals. In recent decades, governments around the world have enacted policies requiring community-care agencies to adopt an individualized or person-centred approach to service delivery. Although regional mandates provide a framework for directing care, it is unclear how this guidance is implemented in practice given the diversity and range of organizations within the sector. This study aims to address a gap in the literature by describing how person-centred care plans are implemented in community-care organizations. METHODS: We conducted semi-structured interviews with administrators from community-care organizations in Ontario, Canada. We asked participants about their organization's approach to developing and updating person-centred care plans, including relevant supports and barriers. We analyzed the data thematically using a pragmatic, qualitative, descriptive approach. RESULTS: We interviewed administrators from 12 community-care organizations. We identified three overarching categories or processes related to organizational characteristics and person-centred planning: (1) organizational context, (2) organizational culture, and (3) the design and delivery of person-centred care plans. The context of care and the types of services offered by the organization were directly informed by the needs and characteristics of the population served. The culture of the organization (e.g., their values, attitudes and beliefs surrounding persons-supported) was a key influence in the development and implementation of person-centred care plans. Participants described the person-centred planning process as being iterative and collaborative, involving initial and continued consultations with persons-supported and their close family and friends, while also citing implementation challenges in cases where persons had difficulty communicating, and in cases where they preferred not to have a formal plan in place. CONCLUSIONS: The person-centred planning process is largely informed by organizational context and culture. There are ongoing challenges in the implementation of person-centred care plans, highlighting a gap between policy and practice and suggesting a need for comprehensive guidance and enhanced adaptability in current regulations. Policymakers, administrators, and service providers can leverage these insights to refine policies, advocating for inclusive, flexible approaches that better align with diverse community needs.

Experiences of managers and staff working in community-based mental health with people ageing with severe mental health problems.

BACKGROUND: Existing research shows that older people with severe mental health problems need different forms of support in daily life and in the community to lead an active and meaningful life. A common form of support for people with severe mental health problems in Sweden is attendance at community-based day centres (DCs). However, knowledge of staff and managers' experiences of how people ageing with severe mental health problems are supported in DCs is scarce. AIM: The aim was to explore DC staff and managers' experiences of how people ageing with severe mental health problems are supported in DCs during the retirement process. METHOD/PROCEDURE: Telephone interviews were conducted with managers in 27 municipalities in southern Sweden. In addition, focus groups were held with personnel from a total of nine different DCs. The material was analysed using content analysis. RESULTS: The results showed that older people who receive support in community-based mental health care were viewed as a neglected group with complex needs, and the informants (managers and staff) had few policies to guide them when providing support. This made the informants desire more knowledge about best practices to support the target group. One theme emerged, Minding the gap between ideal and reality while working with a neglected group with complex needs, with three categories: Reasoning around unmet needs, Navigating in a muddled organisation, and Wishing for an enriched service. CONCLUSION/PRACTICAL APPLICATION: Together with previous research, the results can contribute to increase awareness about an overlooked group at risk of being neglected and the pitfalls that impact the possibility to guide this target group in their recovery journey. Further research focusing on the target group's own experience of their everyday life situations is also needed.

Acceptability and Effectiveness of a Dementia-care Program Delivered by Community-based Agency Staff.

BACKGROUND AND OBJECTIVES: Few proven dementia care programs are integrated into community-based agencies. We report acceptability and effectiveness of an evidence-based program, COPE, delivered by community-based agency staff. RESEARCH DESIGN AND METHODS: Pre-test/post-test design with three data points (baseline, 3- months program completion, 6-month follow-up). COPE was delivered by six occupational therapists and four social workers at two agency sites with people living with dementia and caregivers. Staff assessed s the interests and abilities of people living with dementia, home safety, and caregiver challenges, and readiness to learn strategies. Staff provided dementia education, stress reduction and nonpharmacological techniques tailored to caregiver-identified challenges. Acceptability (3-and 6-months), included completed sessions, upset with and confidence managing care challenges, strategies used, and program satisfaction. Effectiveness (3-and 6-months) included people living with dementia's health events (falls, emergency room visits, hospitalizations, 911 calls), rehospitalization risk and functional dependence; and caregiver wellbeing and readiness. Benefits by in-person (n=188) versus virtual/hybrid (n=46) delivery due to COVID were evaluated. RESULTS: Of 843 dyads screened, 271 (32.1%) enrolled, 246 (90.8%) completed COPE and 234 (95.1%) completed >1followups. Regarding acceptability, caregivers completed about 8 sessions, reported improved confidence and upset (ps<0.001s), most implemented strategies 3-months (72.8%) and 6-months (83.5%) and expressed high program satisfaction. For effectiveness, compared to baseline, odds of people living with dementia's health events were lower including rehospitalization risk, although functional dependence increased; caregiver wellbeing (3, 6-months, ps<0.001s) and readiness (3-months, p<01) improved. Outcomes did not differ by delivery mode. DISCUSSION AND IMPLICATIONS: Acceptability and effectiveness were strong. COPE resulted in tangible improvements for families regardless of delivery mode.

The transition towards community-based mental health care in the European Union: Current realities and prospects.

The shift of mental health care from mental institutions to community-based services has been implemented differentially throughout the EU. However, because a comprehensive overview of the current mental health provision in member states is lacking, it is challenging to compare services across nations. This study investigates the extent of implementation of community-based mental health services within the EU using data collected from the WHO Mental Health Atlas. Results show that, although great cross-country variation exists in the implementation of community-based services, mental hospitals remain the prominent model of care in most countries. A few countries endorsed a balanced care model, with the co-occurrence of community services and mental hospitals. However, missing data, low quality of data and different service definitions hamper the possibility of a thorough analysis of the status on deinstitutionalization. Although policies on the closing and downsizing of mental institutions have been endorsed by the EU, the strong presence of mental hospitals slows down the shift towards community-based mental health care. This study highlights the need for an international consensus on definitions and a harmonization of indicators on mental health services. Together with the commitment of member states to improve the quality of data reporting, leadership must emerge to ensure quality monitoring of mental health-related data, which will help advance research, policies and practices.

Healthcare use and costs in the last six months of life by level of care and cause of death.

BACKGROUND: Existing knowledge on healthcare use and costs in the last months of life is often limited to one patient group (i.e., cancer patients) and one level of healthcare (i.e., secondary care). Consequently, decision-makers lack knowledge in order to make informed decisions about the allocation of healthcare resources for all patients. Our aim is to elaborate the understanding of resource use and costs in the last six months of life by describing healthcare use and costs for all causes of death and by all levels of formal care. METHOD: Using five national registers, we gained access to patient-level data for all individuals who died in Norway between 2009 and 2013. We described healthcare use and costs for all levels of formal care-namely primary, secondary, and home- and community-based care -in the last six months of life, both in total and differentiated across three time periods (6-4 months, 3-2 months, and 1-month before death). Our analysis covers all causes of death categorized in ten ICD-10 categories. RESULTS: During their last six months of life, individuals used an average of healthcare resources equivalent to €46,000, ranging from €32,000 (Injuries) to €64,000 (Diseases of the nervous system and sense organs). In terms of care level, 63% of healthcare resources were used in home- and community-based care (i.e., in-home nursing, practical assistance, or nursing home care), 35% in secondary care (mostly hospital care), and 2% in primary care (i.e., general practitioners). The amount and level of care varied by cause of death and by time to death. The proportion of home- and community-based care which individuals received during their last six months of life varied from 38% for cancer patients to 92% for individuals dying with mental diseases. The shorter the time to death, the more resources were needed: nearly 40% of all end-of-life healthcare costs were expended in the last month of life across all causes of death. The composition of care also differed depending on age. Individuals aged 80 years and older used more home- and community-based care (77%) than individuals dying at younger ages (40%) and less secondary care (old: 21% versus young: 57%). CONCLUSIONS: Our analysis provides valuable evidence on how much healthcare individuals receive in their last six months of life and the associated costs, broken down by level of care and cause of death. Healthcare use and costs varied considerably by cause of death, but were generally higher the closer a person was to death. Our findings enable decision-makers to make more informed resource-allocation decisions and healthcare planners to better anticipate future healthcare needs.

Telephone advice lines for adults with advanced illness and their family carers: a qualitative analysis and novel practical framework.

BACKGROUND: Telephone advice lines have been recommended internationally to support around-the-clock care for people living at home with advanced illness. While they undoubtedly support care, there is little evidence about what elements are needed for success. A national picture is needed to understand, improve and standardise service delivery/care. AIM: To explore telephone advice lines for people living at home with advanced illness across the four UK nations, and to construct a practical framework to improve services. DESIGN: A cross-national evaluation of telephone advice lines using structured qualitative interviews. A patient and public involvement workshop was conducted to refine the framework. SETTING/PARTICIPANTS: Professionals with responsibilities for how palliative care services are delivered and/or funded at a local or regional level, were purposively sampled. RESULTS: Seventy-one interviews were conducted, covering 60 geographical areas. Five themes were identified. Availability: Ten advice line models were described. Variation led to confusion about who to call and when. Accessibility, awareness and promotion: It was assumed that patients/carers know who to call out-of-hours, but often they did not. Practicalities: Call handlers skills/expertise varied, which influenced how calls were managed. Possible responses ranged from signposting to organising home visits. Integration/continuity of care: Integration between care providers was limited by electronic medical records access/information sharing. Service structure/commissioning: Sustained funding was often an issue for charitably funded organisations. CONCLUSIONS: Our novel evidence-based practical framework could be transformative for service design/delivery, as it presents key considerations relating to the various elements of advice lines that may impact on the patient/carer experience.

The cancer caregiving burden trajectory over time: varying experiences of perceived versus objectively measured burden.

INTRODUCTION: The objective of this study was to comprehensively understand the burden experienced by caregivers (CGs) providing home-based, end-of-life care to patients with cancer. We examined the relationship between objective and subjective burden including whether and how burden changes over time. METHODS: A case series of terminal cancer patient-caregiver dyads (n = 223) were recruited from oncology clinics and followed for 12 months or until patient death. Data were collected every other week and in-person from CGs in their homes using quantitative surveys, diaries, and monthly structured observations. RESULTS: Bivariate correlations revealed a significant association between subjective burden and activities of daily living (ADLs), instrumental activities of daily living (IADL), high-intensity tasks, and time spent on ADLs; these correlations varied over time. Models examining the slope of subjective burden revealed little systematic change; spouse caregiver and patient functional limitations were positively, and Black caregiver was negatively associated with subjective burden. Generally, the slopes for measures of objective burden were significant and positive. Models showed subjective burden was positively associated with most measures of objective burden both within caregiver (concurrent measures were positively associated) and between CGs (those with higher subjective also had higher objective). CONCLUSIONS: Cancer caregiving is dynamic; CGs must adjust to the progression of the patient's disease. We found an association between subjective and objective burden both within and between CGs. Black CGs were more likely to report lower subjective burden compared to their White counterparts. More detailed investigation of the sociocultural components that affect caregiver experience of burden is needed to better understand how and where to best intervene with targeted supportive care services.

Staff-Facilitated Telemedicine Care Delivery for Treatment of Hepatitis C Infection among People Who Inject Drugs.

BACKGROUND: Telemedicine offers the opportunity to provide clinical services remotely, thereby bridging geographic distances for people engaged in the medical system. Following the COVID-19 pandemic, the widespread adoption of telemedicine in clinical practices has persisted, highlighting its continued relevance for post-pandemic healthcare. Little is known about telemedicine use among people from socially marginalized groups. METHODS: The No One Waits (NOW) Study is a single-arm clinical trial measuring the acceptability, feasibility, and safety of an urban point-of-diagnosis hepatitis C (HCV) treatment initiation model delivered in a non-clinical community setting. Participants enrolled in the NOW Study are recruited via street outreach targeting people experiencing homelessness and injecting drugs. Throughout the NOW Study, clinical care is delivered through a novel staff-facilitated telemedicine model that not only addresses geographic and transportation barriers, but also technology and medical mistrust, barriers often unique to this population. While clinicians provide high-quality specialty practice-based care via telemedicine, on-site staff provide technical support, aid in communication and rapport, and review the clinicians' instructions and next steps with participants following the visits. Research questionnaires collect information on participants' experience with and perceptions of telemedicine (a) prior to treatment initiation and (b) at treatment completion. DISCUSSION: For people from socially marginalized groups with HCV infection, creative person-centered care approaches are necessary to diagnose, treat, and cure HCV. Although non-clinical, community-based staff-facilitated telemedicine requires additional resources compared to standard-of-care telemedicine, it could expand the reach and offer a valuable entrance into technology-delivered care for socially marginalized groups. TRIAL REGISTRATION: NCT03987503.

Validation and Clinical Application of the Japanese Version of the Patient-Reported Experience Measures for Intermediate Care Services: A Cross-Sectional Study.

Older adult patients account for 70% of all hospitalized patients in Japan, and intermediate care based on patient-centered care (PCC) that ensures continuity and quality of care at the interface between home services and acute care services and restores patient's independence and confidence is necessary for them to continue living independently. At present, no concept of intermediate care is established in Japan, and the implementation of PCC has been delayed. Thus, in this study, a Japanese version of the intermediate care evaluation index (patient-reported experience measure (PREM)) was created on the basis of the original PREM developed in the UK, and data in wards with intermediate care functions in Japan were collected to confirm internal consistency and validity from 2020 to 2022. The Japanese version of PREM was found to have a factor structure with two potential factors. Given the clear correlation with the shared decision-making evaluation index, which is the pinnacle of PCC, the theoretical validity of the Japanese version of PREM, which is based on PCC as a theoretical basis, was confirmed.

Beyond Birth Work: Addressing Social Determinants of Health With Community Perinatal Support Doulas.

Adverse maternal and infant health outcomes among African Americans are increasingly recognized as indicators of a critical public health crisis in the United States. Research has found that stress is related to structural racism and the social determinants of health (SDOH) that cause avoidable, unfair inequities in resources, education, power, and opportunities across ethnic groups. This paper describes the SDOH needs and experiences of pregnant Black women from the perspective of doulas and Birthing Beautiful Communities (BBC) clients. The design was a qualitative description, using data collected over time (2017-2018, 2020-2021, and 2023). This study took place in Cleveland and Akron, Ohio and the sample included 58 clients, 26 doulas, and 2 resource intake specialist assistants (RISAs). Qualitative data included individual client interviews, three doula focus groups, and one interview with two BBC RISAs. Three coders used content analysis to deductively identify SDOHs and calculate the number of interviews that contained information about specific SDOHs. Although the sample reported issues with all SDOH, particular ones caused a cascade of SDOH effects. Transportation issues, for example, impeded women from being able to make it to work, doctor's appointments, and to purchase essential baby items (e.g., food, infant supplies). An inability to work-whether because of transportation challenges or pregnancy-related health complications-led to unstable housing and an inability to deal with transportation challenges. Many clients mentioned that housing was a major issue, with many clients experiencing housing instability. Implications include ensuring SDOH information is collected from a trusted source who can advocate and ensure access to a wide range of local resources, ensuring policies protect pregnant women from experiencing a cascade of SDOH that may contribute to continuing health disparate infant and maternal health outcomes in African American women.

Outcomes After Community Discharge From Skilled Nursing Facilities: The Role of Medicaid Home and Community-Based Services.

This study investigated the association between Medicaid Home and Community-Based Services (HCBS) generosity and post-discharge outcomes among dual-eligible beneficiaries discharged from skilled nursing facilities (SNFs). We linked multiple national datasets for duals discharged from SNFs between 2010 and 2013. Accounting for SNF fixed effects, we estimated the effect of HCBS generosity, measured by its breadth and intensity, on the likelihood of remaining in the community, risks of death, nursing home (NH) admission, and hospitalizations within 30 and 180 days after SNF discharge. We found that higher HCBS generosity was associated with an increased likelihood of remaining in the community. HCBS breadth and intensity were both significantly associated with reduced risks of NH admission, while higher HCBS intensity was related to a reduced risk of acute hospitalizations within 30 days after discharge. Our findings suggest that more generous HCBS programs may facilitate smoother transitions and sustainable community living following SNF discharge.

Evaluating the Implementation Fidelity of a Pilot Pragmatic Randomized Clinical Trial Comparing Daily-Delivered Meals to Mailed Frozen Meals.

In pragmatic clinical trials (PCTs), the intervention is carried out by participating sites instead of research staff. In this paper, we evaluate study sites' implementation adherence during a pilot PCT of home-delivered meals for older adults with dementia. Participants at three home-delivered meal programs were randomized to receive either (1) meals delivered daily or (2) frozen meals mailed every two weeks; participants' outcomes were tracked for six months. Using the adherence domains from the Framework for Implementation Fidelity, we identified six metrics to assess adherence, with a total possible adherence score ranging from 6 (low adherence) to 18 (high adherence); all three sites scored within the top quartile of adherence. Despite challenges to meal delivery during the COVID-19 pandemic, sites successfully implemented the intervention, justifying a follow-on PCT to test the comparative effectiveness of models of meal delivery on the time to nursing home placement for people living with dementia.

Dementia Caregiver Experiences: Insights From a Telephone-Based Support Program.

Dementia caregivers face daunting challenges as both the oldest subpopulation of those providing unpaid care and the most at risk of adverse health outcomes as a result of their role, including depression, anxiety, and increased mortality. To better understand the experiences and needs of dementia caregivers, a qualitative content analysis was conducted of secondary data extracted from call logs (N = 569) recorded by a provider-initiated, telephone-based support program. Experiences identified from the call logs were coded, categorized, and ranked to determine the most prevalent dementia caregiving-related experiences. Features of the program, particularly the semi-structured call format and directionality of calls, helped to uniquely capture common experiences of family caregivers and their day-to-day concerns. Findings from this analysis reflect the high prevalence of caregiver mental and emotional health-related concerns. This analysis supports the development of interventions that align with the experiences of dementia caregivers.

Increasing Adolescent Sexual Activity Screening Through a Provider-Based Intervention.

Screening for adolescent sexual activity is a vital aspect of comprehensive pediatric care. Adolescents engage in risky sexual behaviors. Thus, a complete and accurate sexual health history can assist in the prevention and treatment of disease, prevention of unwanted pregnancy, treatment of existing diseases, and optimal planning of future healthcare for adolescents. Current evidence shows that provider-focused strategies improve the delivery of preventive services, including sexual health screenings. In this initiative, we assessed and examined pre- and post-screening rates for sexual activity among adolescents by advanced practice providers. This multi-site initiative was implemented in four school-based health centers and a school-linked center that included 2,102 unique patients ages 9 to 24 years. Our biphasic intervention included education for advanced practice providers and electronic health record modifications. Pre- and post-data collection was conducted to determine changes in the rate of screening for sexual activity during a primary care adolescent health visit over a 3-year period. Data were collected via retrospective medical chart review and analyzed in three time periods for comparison from 2018 to 2021. Screening rates for sexual activity increased significantly after the intervention (all p < .001) with the likelihood more than double that of the year before it was implemented. The intervention was deemed to be a feasible and cost-effective strategy to improve the provider's willingness and ability to provide more adolescent sexual health screenings.

A Psychological Examination of the Status Syndrome and Its Application for Promoting Well-Being.

The status syndrome proposed by Marmot is located at the closest level of influence within the Social Determinants of Health (SDH) framework, connecting the body's response to the mental states that arise from the subjective experience of social status. Marmot defines these psychological states through concepts of autonomy and social integration articulated in the Capability Approach (CA). These elements are further explored and expanded upon with the Self-Determination Theory (SDT), an empirically based framework with an extensive tradition of practical application. This lays the groundwork not only for understanding what makes a social environment conducive to well-being but also for shedding light on ways to promote it. The article goes beyond theoretical discussions by introducing a structured model based on the principles of the SDT for health promotion interventions. The model emphasizes the importance of providing a supportive atmosphere and is organized into four distinct phases aimed at aligning interventions with individual motivations, and cultural contexts. Ultimately, the goal is to engage individuals to actively participate in their own well-being while addressing the complexities associated with social inequalities in developed societies.

Community-based models of care for adolescent and adult depression, suicidal behavior, anxiety, trauma, and substance use in Africa: a scoping review.

Background: Community-based care (CBC), where care is delivered outside of the traditional health facility setting, has been proposed to narrow the mental health (MH) and substance use (SU) treatment gap in Africa. Objective: This scoping review aims to comprehensively summarize CBC models addressing adolescent and adult MH (depression, anxiety, trauma, suicidal behavior) and (non-tobacco) SU problems in Africa. Methods: We searched PsycINFO, Embase, Scopus, CINAHL, and Medline Ovid. Studies and protocols were included if they reported on CBC intervention's effects on MH or SU symptoms/ diagnoses, acceptability, feasibility, or patient engagement in care, regardless of whether the intervention itself was designed specifically for MH or SU. Results: Among 11,477 screened publications, 217 were eligible. Of the unique intervention studies (n = 206), CBC models were classified into the following approaches (non-mutually exclusive): psychotherapeutic (n = 144), social (n = 81), lifestyle/physical health (n = 55), economic (n = 26), and psychopharmacological (n = 2). While quantitative results suggest possible efficacy of CBC models, description of CBC location was often poor. Fewer interventions addressed suicidal behavior (n = 12), the needs of adolescents (n = 49), or used traditional healers or religious figures as providers (n = 3). Conclusion: Many CBC models have been tested on MH and SU in Africa and should be critically appraised and meta-analyzed in subsequent reviews, where possible.

Barriers to Community Service Use Among Persons With Dementia and Their Care Partners: A Focus on Consumers of a Novel Statewide Dementia Care Program.

Although the importance of access to, and utilization of, home and community-based services (HCBS) is a well-documented aspect of informal care and the ability to age in place among people living with dementia, these resources are underutilized, especially in the initial stages of the disease. In 2017, the Georgia Memory Net was established as a novel private-public partnership to extend dementia screening, diagnosis, care planning, and direct HCBS connections for people with memory concerns throughout the State of Georgia. We aimed to identify barriers and facilitators to HCBS utilization following a dementia diagnosis and subsequent referral for services. Data were collected through in-depth interviews with 7 Georgia Memory Net patients and 19 care partners (unconnected dyads) and analyzed using thematic analysis. We found that even with a direct handoff, many people do not use HCBS and face barriers to accessing services. We offer several recommendations based on these findings.

Community-based care needs for adults with class III obesity before and after tertiary weight management: An exploratory study.

Objective: Class 3 obesity (severe obesity) is defined by a body mass index ≥40 kg/m2. Tertiary weight-management programs (WMPs) are hospital-based multidisciplinary services that aim to support individuals with severe obesity. Severe shortage of WMPs has led to waitlists and pressure on clinicians to discharge patients. Community obesity management often fails to support patients in maintaining weight loss/health gains. This study aimed to explore the needs of patients for community-based obesity care. Methods: A qualitative study was undertaken via a tertiary WMP in Sydney, Australia. Semi-structured interviews/focus groups explored perceptions of purposively sampled patients and their clinicians on the community-based support needs of people with severe obesity. Data were audio-recorded, transcribed verbatim, and then thematically analyzed. Results: Eleven patients and seven clinicians were interviewed. Four themes were identified: the importance of accountability and motivation to maintain weight-loss/health gains; limitations within community-based obesity management for those with severe obesity; perspectives on structured community programs for patients transitioning into/out of tertiary WMPs; and impact of mental health, stigma, and social isolation on engagement with community-based services. Conclusions: Community-based programs are needed to support those awaiting access to tertiary WMPs and to help maintain health gains once discharged. Such programs should address issues of social isolation and integrate with current models of tertiary metabolic and primary health care.

The ubiquity of 'self-care' in health: Why specificity matters.

Despite increased interest in self-care for health, little consensus exists around its definition and scope. The World Health Organization has published several definitions of self-care, including in a 2019 Global Guideline rooted in sexual and reproductive health and rights (SRHR), later expanded to encompass health more generally. To establish a robust understanding of self-care, this exploratory study inventorises, consolidates, presents and analyses definitions of self-care beyond the SRHR field. A pragmatic review identified definitions and conceptualisations of self-care from peer-reviewed and grey literature published between 2009 and 2021. The search identified 91 definitions of self-care from 116 relevant publications. Data extraction informed analysis to identify recurring themes and approaches, revealing three key areas of variation: self-care being: (1) defined directly or descriptively; (2) situated within individual, interpersonal or structural contexts; (3) defined broadly or topic-specifically. A multilevel conceptualisation can guide a more broadly applicable understanding of self-care: first, as an aspect of healthcare; second, as a concept operating at individual, interpersonal and institutional levels; third, as a concept that impacts specific health fields and contexts differently. A comprehensive but adaptable framework works in service of improving health and wellbeing for all, acknowledging the linkages between self-care and health-related human rights.

Implementing focused echocardiography and AI-supported analysis in a population-based survey in Lesotho: implications for community-based cardiovascular disease care models.

In settings where access to expert echocardiography is limited, focused echocardiography, combined with artificial intelligence (AI)-supported analysis, may improve diagnosis and monitoring of left ventricular hypertrophy (LVH). Sixteen nurses/nurse-assistants without prior experience in echocardiography underwent a 2-day hands-on intensive training to learn how to assess parasternal long axis views (PLAX) using an inexpensive hand-held ultrasound device in Lesotho, Southern Africa. Loops were stored on a cloud-drive, analyzed using deep learning algorithms at the University Hospital Basel, and afterwards confirmed by a board-certified cardiologist. The nurses/nurse-assistants obtained 756 echocardiograms. Of the 754 uploaded image files, 628 (83.3%) were evaluable by deep learning algorithms. Of those, results of 514/628 (81.9%) were confirmed by a cardiologist. Of the 126 not evaluable by the AI algorithm, 46 (36.5%) were manually evaluable. Overall, 660 (87.5%) uploaded files were evaluable and confirmed. Following short-term training of nursing cadres, a high proportion of obtained PLAX was evaluable using AI-supported analysis. This could be a basis for AI- and telemedical support in hard-to-reach areas with minimal resources.