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Nurchis MC, Altamura G, Raspolini GM, Capobianco E, Salmasi L, Damiani G. Health Professionals' Preferences for Next-Generation Sequencing in the Diagnosis of Suspected Genetic Disorders in the Paediatric Population. J Pers Med 2025; 15:25. [PMID: 39852217 PMCID: PMC11766785 DOI: 10.3390/jpm15010025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2024] [Revised: 01/02/2025] [Accepted: 01/07/2025] [Indexed: 01/26/2025] Open
Abstract
Background/Objectives: Next-generation sequencing (NGS) can explain how genetics influence morbidity and mortality in children. However, it is unclear whether health providers will perceive and use such treatments. We conducted a discrete choice experiment (DCE) to understand Italian health professionals' preferences for NGS to improve the diagnosis of paediatric genetic diseases. Methods: The DCE was administered online to 125 health professionals in Italy. We documented attributes influencing professionals' decisions of NGS, including higher diagnostic yield, shorter counselling periods, cost, turnaround time, and the identification of fewer variants of unknown significance. Results: Results show that factors such as higher diagnostic yield, shorter counselling periods, lower costs, and faster turnaround times positively influenced the adoption of NGS tests. Willingness to pay (WTP) estimates varied from EUR 387 (95% CI, 271.8-502.9) for 7% increase in the diagnostic yield to EUR 469 (95% CI, 287.2-744.9) for a decrease of one week in the turnaround time. Responders would reduce diagnostic yield by 7% to decrease the turnaround time by one week in both the preference and the willingness to trade (WTT) spaces. Respondents prioritised diagnostic yield (RI = 50.36%; 95% CI 40.2-67.2%) compared to other attributes. Conclusions: therefore, health professionals value NGS for allowing earlier, more accurate genetic diagnoses.
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Affiliation(s)
- Mario Cesare Nurchis
- Department of Life Science, Health and Health Professions, Università degli Studi Link, 00165 Rome, Italy
- Section of Hygiene, Department of Health Science and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (G.A.); (G.M.R.); (G.D.)
| | - Gerardo Altamura
- Section of Hygiene, Department of Health Science and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (G.A.); (G.M.R.); (G.D.)
| | - Gian Marco Raspolini
- Section of Hygiene, Department of Health Science and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (G.A.); (G.M.R.); (G.D.)
| | - Enrico Capobianco
- The Jackson Laboratory, Department of Computational Science, Farmington, CT 06032, USA;
| | - Luca Salmasi
- Department of Economics and Finance, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | - Gianfranco Damiani
- Section of Hygiene, Department of Health Science and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (G.A.); (G.M.R.); (G.D.)
- Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
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Bennett-Poynter L, Kundurthi S, Besa R, Joyce DW, Kormilitzin A, Shen N, Sunwoo J, Szkudlarek P, Sequiera L, Sikstrom L. Harnessing digital health data for suicide prevention and care: A rapid review. Digit Health 2025; 11:20552076241308615. [PMID: 39996066 PMCID: PMC11848906 DOI: 10.1177/20552076241308615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 12/04/2024] [Indexed: 02/26/2025] Open
Abstract
Background and aim Suicide is a global public health issue disproportionately impacting equity-deserving groups. Recent advances in Artificial Intelligence and increased access to a variety of digital data sources have enabled the development of novel and personalized suicide prevention strategies. However, standards on how to harness these data in a comprehensive and equitable way remain unclear. The primary aim of this study is to identify considerations for the collection and use of digital health data for suicide prevention and care. The results will inform the development of a data governance framework for a multinational suicide prevention mHealth platform. Method We used a modified Cochrane Rapid Reviews Method. Inclusion criteria focused on primary studies published in English from 2007 to the present that referenced the use of digital health data in the context of suicide prevention and care. Screening and data extraction was performed independently by multiple reviewers, with disagreements resolved through discussion. Qualitative and quantitative synthesis methods were employed to identify emergent themes. Results Our search identified 2453 potential articles, with 70 meeting inclusion criteria. We found little consensus on best practices for the collection and use of digital health data for suicide prevention and care. Issues of data quality, fairness and equity persist, compounded by inadequate consideration of key governance issues including privacy and trust, especially in multinational initiatives. Conclusions Recommendations for future research and practice include prioritizing engagement with knowledge users, establishing robust data governance frameworks aligned with clinical guidelines, and leveraging advanced analytics, such as natural language processing, to improve the quality of health equity data.
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Affiliation(s)
| | - Sridevi Kundurthi
- Krembil Centre for Neuroinformatics, Center for Addiction and Mental Health, Toronto, Canada
| | - Reena Besa
- Krembil Centre for Neuroinformatics, Center for Addiction and Mental Health, Toronto, Canada
- Mental Health Sciences Library, Department of Education, Centre for Addiction and Mental Health, Toronto, Canada
| | - Dan W. Joyce
- Civic Health Innovation Labs and Institute of Population Health, University of Liverpool, Liverpool, UK
- Mersey Care NHS Trust, Prescot, UK
| | | | - Nelson Shen
- Krembil Centre for Neuroinformatics, Center for Addiction and Mental Health, Toronto, Canada
| | - James Sunwoo
- Krembil Centre for Neuroinformatics, Center for Addiction and Mental Health, Toronto, Canada
| | - Patrycja Szkudlarek
- Krembil Centre for Neuroinformatics, Center for Addiction and Mental Health, Toronto, Canada
| | - Lydia Sequiera
- Department of Anthropology, University of Toronto, Toronto, Canada
| | - Laura Sikstrom
- Krembil Centre for Neuroinformatics, Center for Addiction and Mental Health, Toronto, Canada
- Department of Anthropology, University of Toronto, Toronto, Canada
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Kitanovikj B, Koteska B, Levkov N, Velinov G, Chagoroska Z. A narrative review of e-health systems' evolution - evidence from a regional study. J Health Organ Manag 2024; ahead-of-print. [PMID: 38802301 DOI: 10.1108/jhom-12-2023-0381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
PURPOSE The growing implementation of electronic health (e-health) systems has raised the importance of analyzing how these systems have been implemented in diverse regions. By employing a contextual sensitive approach and social mechanism theory, this study aims to better understand the reasons for the success and failure of e-health initiatives in the ex-Yugoslav region and derive useful insights for policymakers. DESIGN/METHODOLOGY/APPROACH We employ a narrative review process grounded in the social mechanism theory, extended with field experts' review, to acquire state-of-the-art information. FINDINGS Findings indicate that different e-health systems coexist and evolve in different contexts in different countries, with varying levels of success. The contextual differences shape the broader environment, affecting the level of preparedness and capability for e-health implementation. Top-down approaches dominate e-health implementation in most countries when it comes to design process features, and more developed countries do not rely on strong social mechanisms for implementing e-health due to the openness of their culture towards e-health innovations. PRACTICAL IMPLICATIONS Analyzing the milestones, challenges and functionalities of e-health systems in the region of interest can assist policymakers, academics and practitioners in making informed decisions and recommendations to enhance future e-health implementation. ORIGINALITY/VALUE No known studies evaluated e-health initiatives in the former ex-Yugoslav countries holistically and evolutionarily in the form of a comprehensive regional study. Further, our research endeavor is contextually specific since the health systems of these countries in the past were tied together under the federative umbrella health system and then diverged in terms of e-health development.
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Affiliation(s)
- Bojan Kitanovikj
- Faculty of Economics - Skopje, Ss. Cyril and Methodius University in Skopje, Skopje, North Macedonia
| | - Bojana Koteska
- Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Skopje, North Macedonia
| | - Nikola Levkov
- Faculty of Economics - Skopje, Ss. Cyril and Methodius University in Skopje, Skopje, North Macedonia
| | - Goran Velinov
- Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Skopje, North Macedonia
| | - Zhaklina Chagoroska
- Ministry of Health of the Republic of North Macedonia, Skopje, North Macedonia
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Siderius L, Perera SD, Gelander L, Jankauskaite L, Katz M, Valiulis A, Hadjipanayis A, Reali L, Grossman Z. Digital child health: opportunities and obstacles. A joint statement of European Academy of Paediatrics and European Confederation of Primary Care Paediatricians. Front Pediatr 2023; 11:1264829. [PMID: 38188915 PMCID: PMC10766845 DOI: 10.3389/fped.2023.1264829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 11/29/2023] [Indexed: 01/09/2024] Open
Abstract
The advancement of technology and the increasing digitisation of healthcare systems have opened new opportunities to transform the delivery of child health services. The importance of interoperable electronic health data in enhancing healthcare systems and improving child health care is evident. Interoperability ensures seamless data exchange and communication among healthcare entities, providers, institutions, household and systems. Using standardised data formats, coding systems, and terminologies is crucial in achieving interoperability and overcoming the barriers of different systems, formats, and locations. Paediatricians and other child health stakeholders can effectively address data structure, coding, and terminology inconsistencies by promoting interoperability and improving data quality and accuracy of children and youth, according to guidelines of the World Health Organisation. Thus, ensure comprehensive health assessments and screenings for children, including timely follow-up and communication of results. And implement effective vaccination schedules and strategies, ensuring timely administration of vaccines and prompt response to any concerns or adverse events. Developmental milestones can be continuously monitored. This can improve care coordination, enhance decision-making, and optimise health outcomes for children. In conclusion, using interoperable electronic child health data holds great promise in advancing international child healthcare systems and enhancing the child's care and well-being. By promoting standardised data exchange, interoperability enables timely health assessments, accurate vaccination schedules, continuous monitoring of developmental milestones, coordination of care, and collaboration among child healthcare professionals and the individual or their caregiver. Embracing interoperability is essential for creating a person-centric and data-driven healthcare ecosystem where the potential of digitalisation and innovation can be fully realized.
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Affiliation(s)
- Liesbeth Siderius
- Rare Care World Foundation, Loosdrecht, Netherlands
- Youth Health Care, Almere, Netherlands
| | | | - Lars Gelander
- Centre of Child Health Services, Regionhälsan, Region Västra Götaland, Borås, Sweden
| | - Lina Jankauskaite
- Department of Pediatrics, Medical Academy, Lithuanian University of Health Sciences, Kaunas, Lithuania
- Coordinating Center for Rare and Undiagnosed Diseases, Lithuanian University of Health Sciences Hospital Kauno Klinikos, Kaunas, Lithuania
| | - Manuel Katz
- Patient Safety Department, Meuhedet Health Services, Tel Aviv, Israel
- Goshen Foundation, Jerusalem, Israel
| | - Arunas Valiulis
- Clinic of Children’s Diseases, Institute of Clinical Medicine, Medical Faculty of Vilnius University, Vilnius, Lithuania
- European Academy of Paediatrics, Brussels, Belgium
| | - Adamos Hadjipanayis
- European Academy of Paediatrics, Brussels, Belgium
- Medical School, European University Cyprus, Nicosia, Cyprus
- Department of Paediatrics, Larnaca General Hospital, Larnaca, Cyprus
| | - Laura Reali
- Primary Care Pediatrician, Italian National Health System (INHS), ASL Rm1, Rome, Italy
| | - Zachi Grossman
- European Academy of Paediatrics, Brussels, Belgium
- Department of Pediatrics, Adelson School of Medicine, Ariel University Pediatrics, Ariel, Israel
- Department of Pediatrics, Maccabi Health Care Services Pediatrics, Tel Aviv, Israel
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Cascini F, Gentili A, Melnyk A, Beccia F, Causio FA, Solimene V, Battilomo S, Paone S, Borghini A, Bartolo M, Chiarolla E, Ricciardi W. A new digital model for the Italian Integrated Home Care: strengths, barriers, and future implications. Front Public Health 2023; 11:1292442. [PMID: 38035284 PMCID: PMC10682786 DOI: 10.3389/fpubh.2023.1292442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 10/30/2023] [Indexed: 12/02/2023] Open
Affiliation(s)
- Fidelia Cascini
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
- General Directorate of Health Information System and Statistics, Ministero della Salute, Rome, Italy
| | - Andrea Gentili
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Andriy Melnyk
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Flavia Beccia
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Francesco Andrea Causio
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Vincenzo Solimene
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Serena Battilomo
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Simona Paone
- Italian National Agency for Regional Healthcare Services (Agenas), Rome, Italy
| | - Alice Borghini
- Italian National Agency for Regional Healthcare Services (Agenas), Rome, Italy
| | | | - Emilio Chiarolla
- General Directorate of Health Information System and Statistics, Ministero della Salute, Rome, Italy
| | - Walter Ricciardi
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
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Cascini F, Gentili A, Causio FA, Altamura G, Melnyk A, Beccia F, Pappalardo C, Lontano A, Ricciardi W. Strengthening and promoting digital health practice: results from a Global Digital Health Partnership's survey. Front Public Health 2023; 11:1147210. [PMID: 37404277 PMCID: PMC10315462 DOI: 10.3389/fpubh.2023.1147210] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 05/22/2023] [Indexed: 07/06/2023] Open
Abstract
Background and objective The capacity to promote and disseminate the best evidence-based practices in terms of digital health innovations and technologies represents an important goal for countries and governments. To support the digital health maturity across countries the Global Digital Health Partnership (GDHP) was established in 2019. The mission of the GDHP is to facilitate global collaboration and knowledge-sharing in the design of digital health services, through the administration of surveys and white papers. Objective The scope of this study is to critically analyze and discuss results from the Evidence and Evaluation GDHP Work Stream's survey, understand how governments and countries intend to address main obstacles to the digital health implementation, identify their strategies for a communication of effective digital health services, and promote the sharing of international based best practices on digital health. Methods This survey followed a cross-sectional study approach. A multiple-choice questionnaire was designed to gather data. Choices were extracted from research publications retrieved through a rapid review. Results Out of 29 countries receiving the survey, 10 returned it. On a scale from 1 to 5, eHealth systems/platforms (mean = 3.56) were indicated as the most important tool for centralized infrastructure to collect information on digital health, while primary care (mean = 4.0) represented the most voted item for healthcare services to collect information on digital health. Seven Countries out of 10 identified lack of organization, skepticism of clinicians, and accessibility of the population as a barriers to adopt digital health implementation, resulting to be the most voted items. Finally, the most endorsed priorities in digital health for Countries were the adoption of data-driven approaches (6 Countries), and telehealth (5 Countries). Conclusion This survey highlighted the main tools and obstacles for countries to promote the implementation of evidence-based digital health innovations. Identifying strategies that would communicate the value of health care information technology to healthcare professionals are particularly imperative. Effective communication programs for clinicians and the general population in addition to improved digital health literacy (both for clinicians and citizens) will be the key for the real implementation of future digital health technologies.
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