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Keywords = alternate care service pathways

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18 pages, 812 KB  
Review
Mapping Care Practices and Service Delivery Models for Refugee and Displaced Families in Private Hosting Arrangements: A Scoping Review
by Areej Al-Hamad, Yasin M. Yasin, Lujain Yasin and Andy Zhang
Nurs. Rep. 2025, 15(8), 293; https://doi.org/10.3390/nursrep15080293 - 11 Aug 2025
Viewed by 344
Abstract
Background/Objectives: Private hosting arrangements have emerged as community-driven alternatives to institutional refugee housing, offering personalized support and opportunities for enhanced social integration. However, clarity around care practices and service delivery models remains underdeveloped. Methods: This paper presents the findings of a [...] Read more.
Background/Objectives: Private hosting arrangements have emerged as community-driven alternatives to institutional refugee housing, offering personalized support and opportunities for enhanced social integration. However, clarity around care practices and service delivery models remains underdeveloped. Methods: This paper presents the findings of a scoping review aimed at mapping evidence on service delivery and care practices in private hosting contexts for refugee families. Following an overview of the background and methodology, we present key themes, propose a conceptual model, and conclude with implications for policy, practice, and future research. This scoping review maps existing literature on care practices; it does not assess the effectiveness of interventions or establish best practices. The review synthesizes empirical and gray literature on service delivery and care practices supporting refugee and displaced families in private hosting contexts. Following the Joanna Briggs Institute (JBI) methodology, six academic databases and multiple gray literature sources were systematically searched, resulting in the inclusion of 28 studies. Results: The analysis identified four conceptual dimensions of care described in the literature: relational care and trust-building, program structure and policy integration, holistic integration pathways, and embedded equity and protection. While private hosting facilitates emotional connection and psychosocial integration, the review highlights key challenges, including variability in host preparedness, emotional labor disparities, and limited formal oversight. Conclusions: The findings underscore the need for evidence-informed guidelines, standardized host training, trauma-informed approaches, and coordinated policy frameworks. The resulting model offers a foundation to inform future research, guide policy development, and strengthen private hosting practices to ensure equitable, inclusive, and sustainable outcomes for refugee and displaced families. Full article
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15 pages, 256 KB  
Article
Delivery of Pediatric Student-Led Speech and Language Therapy Services at a University Rehabilitation Clinic in Cyprus: Children Accessing Services
by Theodora Papastefanou, Paris Binos, Despo Minaidou, Kakia Petinou, Costas A. Christophi and Eleni Theodorou
Children 2025, 12(6), 671; https://doi.org/10.3390/children12060671 - 23 May 2025
Viewed by 2637
Abstract
Background/Objectives: Early identification and intervention in speech and language therapy (SLT) are essential for children’s academic, social, and emotional development. In Cyprus, barriers such as long waiting lists, financial constraints, and limited public awareness restrict access to SLT services. University-led clinics offer a [...] Read more.
Background/Objectives: Early identification and intervention in speech and language therapy (SLT) are essential for children’s academic, social, and emotional development. In Cyprus, barriers such as long waiting lists, financial constraints, and limited public awareness restrict access to SLT services. University-led clinics offer a promising alternative by providing affordable, accessible care while training future clinicians. This study aimed to examine the demographic profiles, referral pathways, and diagnostic patterns of children accessing services at a university-led SLT clinic. By documenting referral trends and diagnostic outcomes, this study offers preliminary insights into patterns of service use and potential access disparities in the Cypriot context. Methods: A retrospective analysis was conducted using records from 235 children, aged 0;7 to 15 years, assessed at the University Rehabilitation Clinic between 2015 and 2024. Data included age, gender, socioeconomic status (SES), bilingualism, referral source, and diagnostic outcomes. Diagnoses were classified using Bishop et al.’s (2016) framework. Results: Significant associations were identified between age, parental education, referral source, and diagnostic category. Older children (9;1–12 years) demonstrated a markedly increased likelihood of receiving a developmental language disorder (DLD) diagnosis. Higher parental education levels and referrals from teachers or parents were also predictive of DLD and other communication impairments. Bilingualism was not a significant predictor of diagnostic category. Conclusions: The findings suggest that university-led clinics may serve as an important access point for underserved populations in Cyprus. This study provides preliminary evidence concerning demographic and referral factors that can inform outreach strategies and future service planning. Full article
(This article belongs to the Special Issue Early Identification of Learning Disorder in Children)
24 pages, 1781 KB  
Article
Accelerating the Delivery of Psychological Therapies After Stroke: A Feasibility Stepped-Wedge Cluster Randomised Controlled Trial
by C. Elizabeth Lightbody, Kulsum Patel, Emma-Joy Holland, Chris J. Sutton, Christopher Brown, Svetlana V. Tishkovskaya, Audrey Bowen, Jessica Read, Shirley Thomas, Temitayo Roberts and Caroline L. Watkins
Healthcare 2025, 13(7), 824; https://doi.org/10.3390/healthcare13070824 - 4 Apr 2025
Cited by 1 | Viewed by 932
Abstract
Background: Psychological problems post-stroke are common and debilitating, yet insufficient evidence-based psychological support exists for stroke survivors, either in stroke or general mental health services. Many stroke survivors with significant needs remain unsupported. To address this problem, we need pathways to identify, treat [...] Read more.
Background: Psychological problems post-stroke are common and debilitating, yet insufficient evidence-based psychological support exists for stroke survivors, either in stroke or general mental health services. Many stroke survivors with significant needs remain unsupported. To address this problem, we need pathways to identify, treat and manage psychological difficulties after stroke. The Accelerating Delivery of Psychological Therapies after Stroke (ADOPTS) study aimed to explore the feasibility of collaboratively developing, implementing and evaluating intervention packages (IPs) to facilitate access to, and increase the provision of, psychological support post-stroke. Methods: Stakeholder groups were formed across four sites in north-west England, comprising stroke and psychological services, to collaboratively develop site-specific IPs incorporating a psychological care pathway, staff training, a staff manual for stroke-specific psychological support and supervision. A feasibility stepped-wedge cluster randomised trial recruited patients admitted with stroke during the usual care (pre-implementation of the IP) and intervention (post-implementation) periods. The feasibility of IP implementation and their potential usefulness were evaluated through assessing wellbeing and the support received, and through a process evaluation incorporating interviews with staff, patients and carers. Feasibility evaluation included the recruitment rate and attrition rate; exploratory analysis (mixed-effects linear or logistic regression models) was used to assess the ‘promise’ of the intervention in achieving psychological distress outcomes (mood (PHQ-9), anxiety (GAD-7)), assessed using validated measures at 6 weeks and 6 months. Results: IPs were collaboratively developed at each site but implementation took longer than the per-study-protocol duration of three months. Nineteen training sessions (152 attendees) were delivered for nursing, therapy, NHS Talking Therapies and voluntary staff. Nursing staff were underrepresented due to difficulties with releasing staff. Manuals were developed for each site, incorporating a mood screening and referral algorithm, but these were not finalised at one site. Stroke and NHS Talking Therapies champions were identified in each site to facilitate cross-service staff supervision. A total of 270 patients were recruited over 14 months (133 usual care, 137 intervention), with 227 and 198 at 6 weeks and 6 months, respectively. Stroke staff found the training, manual and pathway helpful, and reported greater confidence in managing and referring psychological issues. NHS Talking Therapies staff found the training useful for adapting their therapy. However, the intervention took longer to implement in all sites, requiring an additional time period to be added to the stepped-wedge design. Conclusions: It is feasible to collaboratively develop and implement IPs for post-stroke psychological support. However, an alternative to the stepped-wedge design used here would be more appropriate for a future study. This study was registered in ISRCTN—the UK’s Clinical Study Registry (trial registration: ISRCTN12868810, registration date: 4 February 2016). Full article
(This article belongs to the Special Issue Stroke and Ageing)
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13 pages, 1049 KB  
Review
Mini-Review: Current Bladder Cancer Treatment—The Need for Improvement
by Emily Gill and Claire M. Perks
Int. J. Mol. Sci. 2024, 25(3), 1557; https://doi.org/10.3390/ijms25031557 - 26 Jan 2024
Cited by 17 | Viewed by 5943
Abstract
Bladder cancer is the tenth most common cancer and is a significant burden on health care services worldwide, as it is one of the most costly cancers to treat per patient. This expense is due to the extensive treatment and follow-ups that occur [...] Read more.
Bladder cancer is the tenth most common cancer and is a significant burden on health care services worldwide, as it is one of the most costly cancers to treat per patient. This expense is due to the extensive treatment and follow-ups that occur with costly and invasive procedures. Improvement in both treatment options and the quality of life these interventions offer has not progressed at the rates of other cancers, and new alternatives are desperately needed to ease the burden. A more modern approach needs to be taken, with urinary biomarkers being a positive step in making treatments more patient-friendly, but there is still a long way to go to make these widely available and of a comparable standard to the current treatment options. New targets to hit the major signalling pathways that are upregulated in bladder cancer, such as the PI3K/AkT/mTOR pathway, are urgently needed, with only one drug approved so far, Erdafitinib. Immune checkpoint inhibitors also hold promise, with both PD-1 and CDLA-4 antibody therapies approved for use. They effectively block ligand/receptor binding to block the immune checkpoint used by tumour cells. Other avenues must be explored, including drug repurposing and novel biomarkers, which have revolutionised this area in other cancers. Full article
(This article belongs to the Special Issue Molecular Research and Treatment of Urologic Cancer)
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21 pages, 490 KB  
Review
Paramedic Education and Training for the Management of Patients Presenting with Low-Acuity Clinical Conditions: A Scoping Review
by Anthony Carnicelli, Anne-Marie M. Williams and Dale G. Edwards
Healthcare 2024, 12(2), 176; https://doi.org/10.3390/healthcare12020176 - 11 Jan 2024
Cited by 5 | Viewed by 5016
Abstract
Ambulance services around the world are increasingly attending to calls for non-emergency conditions. These lower-acuity conditions do not always require patients to be transported to the emergency department. Consequently, over the past two decades, ambulance services have implemented strategies to support paramedics in [...] Read more.
Ambulance services around the world are increasingly attending to calls for non-emergency conditions. These lower-acuity conditions do not always require patients to be transported to the emergency department. Consequently, over the past two decades, ambulance services have implemented strategies to support paramedics in diverting non-urgent patients to alternative care pathways. However, assessing and managing low-acuity conditions can be challenging for paramedics, especially when education and training has traditionally focussed on emergency care. This scoping review explores the education and training provided to paramedics on low-acuity clinical conditions and the use of alternative care pathways. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews was applied. The databases searched included Scopus, CINAHL, Embase, Emcare, and MEDLINE (PubMed). The search identified one-hundred sixty-six records, with a total of nine articles reviewed after the removal of duplicates and the screening process. The articles were diverse, with education and training ranging from university degrees for extended care practitioners to short in-service-based training for a suite of protocols or assessment tools. However, the literature addressing education and training on low-acuity conditions and alternative care pathways is limited, with the type and length of education programs appearing to influence practice. There is a need for further research to establish a low acuity education model. Full article
(This article belongs to the Section Prehospital Care)
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13 pages, 860 KB  
Case Report
Toxicity Derived from Interaction between Natural Compounds and Cancer Therapeutic Drugs Metabolized by CYP3A4: Lessons Learned from Two Clinical Case Reports
by Sabrina Orzetti and Paolo Baldo
Int. J. Mol. Sci. 2023, 24(21), 15976; https://doi.org/10.3390/ijms242115976 - 5 Nov 2023
Cited by 4 | Viewed by 6009
Abstract
The use of natural compounds and, in general, the use of Complementary and Alternative Medicine (CAM), is growing steadily worldwide, both due to commercial pressure and the increasing use of self-medication and the desire to manage one’s own personal health and well-being. Patients [...] Read more.
The use of natural compounds and, in general, the use of Complementary and Alternative Medicine (CAM), is growing steadily worldwide, both due to commercial pressure and the increasing use of self-medication and the desire to manage one’s own personal health and well-being. Patients facing a cancer diagnosis are also strongly pressured to use these compounds, which are often added to standard therapeutic regimens, that should instead be based solely on diagnostic and therapeutic care pathways (DTCP) or evidence-based medicine (EBM). This study presents two clinical cases of cancer patients who presented to the pharmaceutical consultation service (PCD—Pharmacy Clinical Desk) established at the CRO Institute in Aviano, Italy. Both patients were using natural products along with prescribed chemotherapy. In the first case, a 55-year-old woman diagnosed with bilateral breast cancer with bone metastases, who was using natural compounds based on diosmin, escin (or aescin) and resveratrol in combination with ribociclib anticancer therapy, a severe ADR (neutropenia) was identified as a consequence of the drug–natural product interaction. In the second case, following a detailed medication review by the PCD, we avoided taking a therapeutic treatment (with natural compounds) that in itself could potentially render chemotherapy ineffective in a 57-year-old woman with multiple infiltrating ductal carcinoma of the left breast; the patient was planning to take a natural product containing St. John’s Wort tincture and lemon balm tincture, in combination with paclitaxel and trastuzumab. In addition, we describe the corrective actions taken, thus outlining the main objectives of the activity of the PCD’s pharmacy counseling service: first, to identify, report, and manage adverse drug reactions (ADRs), and second, to identify therapeutic combinations that present potential risks of toxicity or ineffectiveness of the drug therapy itself. Full article
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14 pages, 307 KB  
Article
HIV Care Profiling and Delivery Status in the Mobile Health Clinics of eThekwini District in KwaZulu Natal, South Africa: A Descriptive Evaluation Study
by Silingene Joyce Ngcobo, Lufuno Makhado and Leepile Alfred Sehularo
Nurs. Rep. 2023, 13(4), 1539-1552; https://doi.org/10.3390/nursrep13040129 - 27 Oct 2023
Cited by 3 | Viewed by 2866
Abstract
Mobile health clinics (MHCs) serve as an alternative HIV care delivery method for the HIV-burdened eThekwini district. This study aimed to describe and profile the HIV care services provided by the MHCs through process evaluation. A descriptive cross-sectional quantitative evaluation study was performed [...] Read more.
Mobile health clinics (MHCs) serve as an alternative HIV care delivery method for the HIV-burdened eThekwini district. This study aimed to describe and profile the HIV care services provided by the MHCs through process evaluation. A descriptive cross-sectional quantitative evaluation study was performed on 137 MHCs using total population sampling. An online data collection method using a validated 50-item researcher-developed instrument was administered to professional nurses who are MHC team leaders, following ethical approval from the local university and departments of health. Descriptive statistics were used to analyze the data. The results described that HIV care services are offered in open spaces (43%), community buildings (37%), solid built buildings called health posts (15%), vehicles (9%), and tents (2%) with no electricity (77%), water (55%), and sanitation (64%). Adults (97%) are the main recipients of HIV care in MHCs (90%) offering antiretroviral therapy (95%). Staff, monitoring, and retaining care challenges were noted, with good linkage (91%) and referral pathways (n = 123.90%). In conclusion, the standardization and prioritization of HIV care with specific contextual practice guidelines are vital. Full article
17 pages, 2669 KB  
Article
HL7-FHIR-Based ContSys Formal Ontology for Enabling Continuity of Care Data Interoperability
by Subhashis Das and Pamela Hussey
J. Pers. Med. 2023, 13(7), 1024; https://doi.org/10.3390/jpm13071024 - 21 Jun 2023
Cited by 11 | Viewed by 4130
Abstract
The rapid advancement of digital technologies and recent global pandemic-like scenarios have pressed our society to reform and adapt health and social care toward personalizing the home care setting. This transformation assists in avoiding treatment in crowded secondary health care facilities and improves [...] Read more.
The rapid advancement of digital technologies and recent global pandemic-like scenarios have pressed our society to reform and adapt health and social care toward personalizing the home care setting. This transformation assists in avoiding treatment in crowded secondary health care facilities and improves the experience and impact on both healthcare professionals and service users alike. The interoperability challenge through standards-based roadmaps is the lynchpin toward enabling the efficient interconnection between health and social care services. Hence, facilitating safe and trustworthy data workflow from one healthcare system to another is a crucial aspect of the communication process. In this paper, we showcase a methodology as to how we can extract, transform and load data in a semi-automated process using a common semantic standardized data model (CSSDM) to generate a personalized healthcare knowledge graph (KG). CSSDM is based on a formal ontology of ISO 13940:2015 ContSys for conceptual grounding and FHIR-based specification to accommodate structural attributes to generate KG. The goal of CSSDM is to offer an alternative pathway to discuss interoperability by supporting a unique collaboration between a company creating a health information system and a cloud-enabled health service. The resulting pathway of communication provides access to multiple stakeholders for sharing high-quality data and information. Full article
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12 pages, 1476 KB  
Article
Viewing the Role of Alternate Care Service Pathways in the Emergency Care System through a Causal Loop Diagram Lens
by Ashish Kumar, Zhenghong Liu, John Pastor Ansah, Yih Yng Ng, Benjamin Sieu-Hon Leong, David Bruce Matchar, Marcus Eng Hock Ong and Fahad Javaid Siddiqui
Systems 2023, 11(5), 215; https://doi.org/10.3390/systems11050215 - 23 Apr 2023
Cited by 7 | Viewed by 2895
Abstract
Globally, Emergency Care Systems (ECS) are a critical resource that needs to be used judiciously as demand can easily exceed supply capacity. Sub-optimal ECS use contributes to Emergency Department (ED) crowding; this adversely affects ECS as well as system-wide service performance. Alternate Care [...] Read more.
Globally, Emergency Care Systems (ECS) are a critical resource that needs to be used judiciously as demand can easily exceed supply capacity. Sub-optimal ECS use contributes to Emergency Department (ED) crowding; this adversely affects ECS as well as system-wide service performance. Alternate Care Service Pathways (ACSPs) are innovations intended to mitigate ED crowding by re-routing less-urgent cases to sites of care other than the ED. As in other countries, policymakers in Singapore need to respond to increasing ED utilization and are evaluating the introduction of ACSPs. However, developing ACSPs is costly, entails tinkering with established critical services, and runs the risk of unintended adverse consequences. Through a Causal Loop Diagram (CLD) developed in four stages, we present a view of the current Singapore ECS and the intended role of ACSPs in relieving its stress. This exercise suggests that to be successful ACSPs must change the prevailing mental model of the ED as a “one-stop shop” but should focus on integrating with primary care. The discussions stimulated by the development, critiquing, and revision of the CLD highlighted the importance of accounting for the reservations of stakeholders for changes. The CLD has enhanced shared understanding and will be used to guide quantitative simulation modeling to promote informed policy. Full article
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8 pages, 242 KB  
Protocol
Paramedic Education to Support the Use of Low-Acuity Care Pathways: A Scoping Review Protocol
by Anthony Carnicelli, Dale G. Edwards and Anne-Marie Williams
Nurs. Rep. 2023, 13(1), 265-272; https://doi.org/10.3390/nursrep13010025 - 13 Feb 2023
Cited by 3 | Viewed by 3830
Abstract
Ambulance services worldwide have transformed over time into health care services that not only attend to life-threatening emergencies, but are also increasingly being utilised for patients with low-acuity or non-urgent illness and injury. As a result, there has been a need to adapt [...] Read more.
Ambulance services worldwide have transformed over time into health care services that not only attend to life-threatening emergencies, but are also increasingly being utilised for patients with low-acuity or non-urgent illness and injury. As a result, there has been a need to adapt and include mechanisms to assist paramedics in the assessment and management of such patients, including alternative pathways of care. However, it has been identified that education and training for paramedics in the care of low-acuity patients is limited. This study aims to identify potential gaps in the literature and inform further research, paramedic education and training, patient care guidelines, and policy. A scoping review will be conducted utilising the Joanna Briggs Institutes methodology. A range of relevant electronic databases will be searched along with the grey literature, using search terms related to paramedic education for low-acuity patient care pathways. The search results will be screened by two authors and presented in the PRISMA-ScR format, with articles presented in tabular format and analysed thematically. The results of this scoping review will inform further research exploring paramedic education, clinical guidelines, policy and experiences in the management of low-acuity patients. Full article
9 pages, 660 KB  
Article
Feasibility, Usability, and Customer Satisfaction of the Tele-COVID19 Project, Sicilian Model
by Giuseppa Maresca, Smeralda Anchesi, Lilla Bonanno, Alessia Bramanti, Lara Carnazza, Vincenzo Cimino, Francesco Corallo, Viviana Lo Buono, Fabio Mauro Giambò, Desiree Latella, Nicholas Parasporo and Maria Cristina De Cola
Medicina 2022, 58(8), 1110; https://doi.org/10.3390/medicina58081110 - 16 Aug 2022
Cited by 5 | Viewed by 2607
Abstract
Background and Objectives: In March 2020, COVID-19 pandemic affected the world. All countries, to limit viral transmission, imposed quarantine. This emergency exerted personal, social, economic, and psychological impact on people. For health systems, was needed to create alternative care pathways. Telemedicine can [...] Read more.
Background and Objectives: In March 2020, COVID-19 pandemic affected the world. All countries, to limit viral transmission, imposed quarantine. This emergency exerted personal, social, economic, and psychological impact on people. For health systems, was needed to create alternative care pathways. Telemedicine can be helpful to reduce isolation, provide health care services, and monitor virus infections. Italian regions, including Sicily, have activated telemedicine services for management of patients with COVID-19. Objective: The purpose of study is to describe a Sicilian telemedicine model for management of COVID-19 patients, showing results on feasibility, usability and quality of service and patient satisfaction. Materials and Methods: This is a descriptive exploratory study on a telemedicine service for residents in Messina infected by COVID-19. It included monitoring of vital signs and specialist consultations (i.e., doctor, psychologists, social workers, and nutritionist biologists). Results: More than twenty percent (23.8%) of participants used tele-monitoring and tele-counselling services; 14.3% were only telemonitored. Participants judged positively telemedicine service (30% were quiet and 50% were very satisfied), as well as tool (70% were quiet and 10% were very satisfied). Telemonitoring had a low agreement (10% were slightly satisfied and 50% were neutral); tele-counselling had a high rate of satisfaction (40% quiet and 60% were very satisfied). Conclusions: This study showed that telemedicine model for Sicilian population affected by COVID-19 was feasible, easy to use and appreciated by patients. Our promising results allow us to assume that if in Sicily there was a return of the emergency, we would be ready to manage it This system can be the solution to remote management of these patients, to reduce isolation, provide health services, and monitor virus infections. The use of this technology should encourage future research to change the health care system and provides opportunities to ensure health and care for oneself and others. Full article
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24 pages, 3501 KB  
Article
Digitalization as an Engine for Change? Building a Vision Pathway towards a Sustainable Health Care System by Using the MLP and Health Economic Decision Modelling
by Johanna Leväsluoto, Johanna Kohl, Anton Sigfrids, Jussi Pihlajamäki and Janne Martikainen
Sustainability 2021, 13(23), 13007; https://doi.org/10.3390/su132313007 - 24 Nov 2021
Cited by 4 | Viewed by 2836
Abstract
Grand social challenges, such as type 2 diabetes (T2D), are increasing, which creates sustainability problems for health care service systems. To reduce socio-economic burdens, changes are required in the socio-technical system. However, there is an uncertainty of the most cost-effective policy action that [...] Read more.
Grand social challenges, such as type 2 diabetes (T2D), are increasing, which creates sustainability problems for health care service systems. To reduce socio-economic burdens, changes are required in the socio-technical system. However, there is an uncertainty of the most cost-effective policy action that can create sustainability while providing health benefits. To find potential solutions to these challenges, the multi-level perspective (MLP) and health economic decision modelling was used to study socio-technical change and project potential health economic consequences of different scenarios. The study focuses on creating a vision pathway for reducing T2D in Finland. In total, 23 interviews were carried out and the results were analyzed utilizing the MLP model. As a result, five themes towards prevention of T2D were identified. Digitalization was found to be a cross-cutting theme for preventing T2D and was thus taken as the object of study and the main focus of this paper. As a result, this paper reports on the opportunities and barriers for using digital tools in a transition towards T2D prevention. A health economic decision modelling revealed that the highest expected savings could be obtained by prioritizing prevention programs based on T2D risk. Finally, the model was converted into a web-based online tool by combining vision pathway, transition-focused storylines and forward-looking health economic scenario analysis to give the policy makers an overall picture of the needed societal changes and support the impact assessment of alternative policies in a case of T2D prevention in Finland. Full article
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11 pages, 639 KB  
Article
Advancing Our Understanding of Dental Care Pathways of Refugees and Asylum Seekers in Canada: A Qualitative Study
by Nazik M. Nurelhuda, Mark T. Keboa, Herenia P. Lawrence, Belinda Nicolau and Mary Ellen Macdonald
Int. J. Environ. Res. Public Health 2021, 18(16), 8874; https://doi.org/10.3390/ijerph18168874 - 23 Aug 2021
Cited by 8 | Viewed by 4867
Abstract
The burden of oral diseases and need for dental care are high among refugees and asylum seekers (humanitarian migrants). Canada’s Interim Federal Health Program (IFHP) provides humanitarian migrants with limited dental services; however, this program has seen several fluctuations over the past decade. [...] Read more.
The burden of oral diseases and need for dental care are high among refugees and asylum seekers (humanitarian migrants). Canada’s Interim Federal Health Program (IFHP) provides humanitarian migrants with limited dental services; however, this program has seen several fluctuations over the past decade. An earlier study on the experiences of humanitarian migrants in Quebec, Canada, developed the dental care pathways of humanitarian migrants model, which describes the care-seeking processes that humanitarian migrants follow; further, this study documented shortfalls in IFHP coverage. The current qualitative study tests the pathway model in another Canadian province. We purposefully recruited 27 humanitarian migrants from 13 countries in four global regions, between April and December 2019, in two Ontario cities (Toronto and Ottawa). Four focus group discussions were facilitated in English, Arabic, Spanish, and Dari. Analysis revealed barriers to care similar to the Quebec study: Waiting time, financial, and language barriers. Further, participants were unsatisfied with the IFHP’s benefits package. Our data produced two new pathways for the model: transnational dental care and self-medication. In conclusion, the dental care needs of humanitarian migrants are not currently being met in Canada, forcing participants to resort to alternative pathways outside the conventional dental care system. Full article
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21 pages, 5535 KB  
Article
Creating Sustainable Cities through Cycling Infrastructure? Learning from Insurgent Mobilities
by Aryana Soliz
Sustainability 2021, 13(16), 8680; https://doi.org/10.3390/su13168680 - 4 Aug 2021
Cited by 4 | Viewed by 5630
Abstract
As policy makers grapple with rapid motorization processes, cycling facilities are gaining new urgency, offering non-polluting and affordable alternatives to automobility. At the same time, urban sustainability paradigms tend to focus on purely technical solutions to transportation challenges, leaving questions of history and [...] Read more.
As policy makers grapple with rapid motorization processes, cycling facilities are gaining new urgency, offering non-polluting and affordable alternatives to automobility. At the same time, urban sustainability paradigms tend to focus on purely technical solutions to transportation challenges, leaving questions of history and social power aside. Drawing from ethnographic fieldwork in Aguascalientes Mexico, this article contributes to the transportation and mobility justice literature by focusing on the work of social movements in confronting a variety of challenges in the provision of active-transportation services. First, this research explores how social movements express and negotiate transportation-justice concerns to government and planning authorities. Next, I build on the concept of insurgent citizenship to highlight the processes through which residents contest ongoing injustices and formulate alternatives for building inclusive cities. From the creation of makeshift cycling lanes in underserved urban areas to the search for socially just alternative to policing, social movements are forging new pathways to re-envision sustainable transportation systems. These insurgent forms of citymaking—understood here as insurgent mobilities—underscore the creative role of citizens in producing the city as well as the enormous amount of care work involved in these processes. Full article
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18 pages, 4113 KB  
Article
DeepReco: Deep Learning Based Health Recommender System Using Collaborative Filtering
by Abhaya Kumar Sahoo, Chittaranjan Pradhan, Rabindra Kumar Barik and Harishchandra Dubey
Computation 2019, 7(2), 25; https://doi.org/10.3390/computation7020025 - 22 May 2019
Cited by 151 | Viewed by 27884
Abstract
In today’s digital world healthcare is one core area of the medical domain. A healthcare system is required to analyze a large amount of patient data which helps to derive insights and assist the prediction of diseases. This system should be intelligent in [...] Read more.
In today’s digital world healthcare is one core area of the medical domain. A healthcare system is required to analyze a large amount of patient data which helps to derive insights and assist the prediction of diseases. This system should be intelligent in order to predict a health condition by analyzing a patient’s lifestyle, physical health records and social activities. The health recommender system (HRS) is becoming an important platform for healthcare services. In this context, health intelligent systems have become indispensable tools in decision making processes in the healthcare sector. Their main objective is to ensure the availability of the valuable information at the right time by ensuring information quality, trustworthiness, authentication and privacy concerns. As people use social networks to understand their health condition, so the health recommender system is very important to derive outcomes such as recommending diagnoses, health insurance, clinical pathway-based treatment methods and alternative medicines based on the patient’s health profile. Recent research which targets the utilization of large volumes of medical data while combining multimodal data from disparate sources is discussed which reduces the workload and cost in health care. In the healthcare sector, big data analytics using recommender systems have an important role in terms of decision-making processes with respect to a patient’s health. This paper gives a proposed intelligent HRS using Restricted Boltzmann Machine (RBM)-Convolutional Neural Network (CNN) deep learning method, which provides an insight into how big data analytics can be used for the implementation of an effective health recommender engine, and illustrates an opportunity for the health care industry to transition from a traditional scenario to a more personalized paradigm in a tele-health environment. By considering Root Square Mean Error (RSME) and Mean Absolute Error (MAE) values, the proposed deep learning method (RBM-CNN) presents fewer errors compared to other approaches. Full article
(This article belongs to the Section Computational Engineering)
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