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Gomis-Pastor M, Berdún J, Borrás-Santos A, De Dios López A, Fernández-Montells Rama B, García-Esquirol Ó, Gratacòs M, Ontiveros Rodríguez GD, Pelegrín Cruz R, Real J, Bachs i Ferrer J, Comella A. Clinical Validation of Digital Healthcare Solutions: State of the Art, Challenges and Opportunities. Healthcare (Basel) 2024; 12:1057. [PMID: 38891132 PMCID: PMC11171879 DOI: 10.3390/healthcare12111057] [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: 03/28/2024] [Revised: 05/13/2024] [Accepted: 05/20/2024] [Indexed: 06/21/2024] Open
Abstract
Digital health technologies (DHTs) at the intersection of health, medical informatics, and business aim to enhance patient care through personalised digital approaches. Ensuring the efficacy and reliability of these innovations demands rigorous clinical validation. A PubMed literature review (January 2006 to July 2023) identified 1250 papers, highlighting growing academic interest. A focused narrative review (January 2018 to July 2023) delved into challenges, highlighting issues such as diverse regulatory landscapes, adoption issues in complex healthcare systems, and a plethora of evaluation frameworks lacking pragmatic guidance. Existing frameworks often omit crucial criteria, neglect empirical evidence, and clinical effectiveness is rarely included as a criterion for DHT quality. The paper underscores the urgency of addressing challenges in accreditation, adoption, business models, and integration to safeguard the quality, efficacy, and safety of DHTs. A pivotal illustration of collaborative efforts to address these challenges is exemplified by the Digital Health Validation Center, dedicated to generating clinical evidence of innovative healthcare technologies and facilitating seamless technology transfer. In conclusion, it is necessary to harmonise evaluation approaches and frameworks, improve regulatory clarity, and commit to collaboration to integrate rigorous clinical validation and empirical evidence throughout the DHT life cycle.
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Affiliation(s)
- Mar Gomis-Pastor
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
- Institut de Recerca Sant Pau (IR SANT PAU), Sant Quintí 77 79, 08041 Barcelona, Spain
| | - Jesús Berdún
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
- Institut de Recerca Sant Pau (IR SANT PAU), Sant Quintí 77 79, 08041 Barcelona, Spain
| | - Alicia Borrás-Santos
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
- Institut de Recerca Sant Pau (IR SANT PAU), Sant Quintí 77 79, 08041 Barcelona, Spain
| | - Anna De Dios López
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
- Institut de Recerca Sant Pau (IR SANT PAU), Sant Quintí 77 79, 08041 Barcelona, Spain
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, 08041 Barcelona, Spain
| | - Beatriz Fernández-Montells Rama
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
- Institut de Recerca Sant Pau (IR SANT PAU), Sant Quintí 77 79, 08041 Barcelona, Spain
| | | | - Mònica Gratacòs
- DAP-Cat Group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari Per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 08028 Barcelona, Spain;
| | - Gerardo D. Ontiveros Rodríguez
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
- Institut de Recerca Sant Pau (IR SANT PAU), Sant Quintí 77 79, 08041 Barcelona, Spain
| | - Rebeca Pelegrín Cruz
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
- Institut de Recerca Sant Pau (IR SANT PAU), Sant Quintí 77 79, 08041 Barcelona, Spain
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, 08041 Barcelona, Spain
| | - Jordi Real
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
- Institut de Recerca Sant Pau (IR SANT PAU), Sant Quintí 77 79, 08041 Barcelona, Spain
| | - Jordi Bachs i Ferrer
- Departament d’Economia i Organització d’Empreses, Universitat de Barcelona (UB), 08036 Barcelona, Spain;
| | - Adrià Comella
- Digital Health Validation Center, Hospital de la Santa Creu i Sant Pau, Sant Pau Campus Salut Barcelona, 08041 Barcelona, Spain; (J.B.); (A.B.-S.); (A.D.D.L.); (B.F.-M.R.); (G.D.O.R.); (R.P.C.); (J.R.); (A.C.)
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‘The plural of silo is not ecosystem’: Qualitative study on the role of innovation ecosystems in supporting ‘Internet of Things’ applications in health and care. Digit Health 2023. [DOI: 10.1177/20552076221147114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023] Open
Abstract
Background Internet of Things (IoT) innovations such as wearables and sensors promise improved health outcomes and service efficiencies. Yet, most applications remain experimental with little routine use in health and care settings. We sought to examine the multiple interacting influences on IoT implementation, spread and scale-up, including the role of regional innovation ‘ecosystems’ and the impact of the COVID-19 context. Methods Qualitative study involving 20 participants with clinical, entrepreneurial and broader innovation experience in 18 in-depth interviews, focusing primarily on heart monitoring and assistive technology applications. Data analysis was informed by the NASSS (non-adoption, abandonment, scale-up, spread, sustainability) framework. Results Interviewees discussed multiple tensions and trade-offs, including lack of organisational capacity for routine IoT use, limited ability to receive and interpret data, complex procurement and governance processes, and risk of health disparities and inequalities without system support and funding. Although the pandemic highlighted opportunities for IoT use, it was unclear whether these would be sustained, with framings of innovation as ‘disruption’ coming at odds with immediate needs in healthcare settings. Even in an ‘ecosystem’ with strong presence of academic and research institutions, support was viewed as limited, with impressions of siloed working, conflicting agendas, fragmentation and lack of collaboration opportunities. Conclusions IoT development, implementation and roll-out require support from multiple ecosystem actors to be able to articulate a value proposition beyond experimental or small-scale applications. In contexts where clinical, academic and commercial worlds collide, sustained effort is needed to align needs, priorities and motives, and to strengthen potential for good value IoT innovation.
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Mavragani A, Currie D, Virani S, De Grood J. Navigating the Systemic Conditions of a Digital Health Ecosystem in Alberta, Canada: Embedded Case Study. JMIR Form Res 2022; 6:e36265. [PMID: 36542428 PMCID: PMC9813809 DOI: 10.2196/36265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 11/21/2022] [Accepted: 11/28/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Digital health promises numerous value-creating outcomes. These include improved health, reduced costs, and the creation of lucrative markets, which, in turn, provide high-quality employment, productivity growth, and a climate that attracts investment. For this value creation and capture, the activities of a diverse set of stakeholders within a digital health ecosystem require coordination. However, the antecedents of the coordination needed for an effective digital health ecosystem are not well understood. OBJECTIVE The purpose of this study was to investigate the systemic conditions of the digital health ecosystem in Alberta, Canada, as critical antecedents to ecosystem coordination from the perspective of the authors as applicants to an innovative digital health funding program embedded within the larger digital health ecosystem of innovators or entrepreneurs, health system leaders, support partners, and funders. METHODS We employed a qualitative embedded case study of the systemic conditions within the digital health ecosystem in Alberta, Canada (main case) using semistructured interviews with 36 stakeholders representing innovators or entrepreneurs, health system leaders, support partners, and funders (subcases). The interviews were conducted over a 2-month period between May 26 and July 22, 2021. Data were coded for key themes and synthesized around 5 propositions developed from academic publications and policy reports. RESULTS The findings indicated varying levels of support for each proposition, with moderate support for accessing real problems, data, training, and space for evaluations. However, the most fundamental gap appears to be in ecosystem navigation, in particular, the absence of intermediaries (eg, individuals, organizations, and technology) to provide guidance on the available support services and dependencies among the various ecosystem actors and programs. CONCLUSIONS Navigating the systemic conditions of the digital health ecosystem is extremely challenging for entrepreneurs, especially those without prior health care experience, and this remains an issue even for those with such experience. Policy interventions aimed at increasing collaboration among ecosystem support providers, along with tools and incentives to ensure coordination, are essential as the ecosystem and those dependent on it grow.
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Affiliation(s)
| | - Devon Currie
- Ward of the 21st Century, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Shane Virani
- Ward of the 21st Century, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Jill De Grood
- Ward of the 21st Century, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Harish V, Samson TG, Diemert L, Tuite A, Mamdani M, Khan K, McGahan A, Shaw JA, Das S, Rosella LC. Governing partnerships with technology companies as part of the COVID-19 response in Canada: A qualitative case study. PLOS DIGITAL HEALTH 2022; 1:e0000164. [PMID: 36812643 PMCID: PMC9931354 DOI: 10.1371/journal.pdig.0000164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 11/14/2022] [Indexed: 12/23/2022]
Abstract
Cross-sector partnerships are vital for maintaining resilient health systems; however, few studies have sought to empirically assess the barriers and enablers of effective and responsible partnerships during public health emergencies. Through a qualitative, multiple case study, we analyzed 210 documents and conducted 26 interviews with stakeholders in three real-world partnerships between Canadian health organizations and private technology startups during the COVID-19 pandemic. The three partnerships involved: 1) deploying a virtual care platform to care for COVID-19 patients at one hospital, 2) deploying a secure messaging platform for physicians at another hospital, and 3) using data science to support a public health organization. Our results demonstrate that a public health emergency created time and resource pressures throughout a partnership. Given these constraints, early and sustained alignment on the core problem was critical for success. Moreover, governance processes designed for normal operations, such as procurement, were triaged and streamlined. Social learning, or the process of learning from observing others, offset some time and resource pressures. Social learning took many forms ranging from informal conversations between individuals at peer organisations (e.g., hospital chief information officers) to standing meetings at the local university's city-wide COVID-19 response table. We also found that startups' flexibility and understanding of the local context enabled them to play a highly valuable role in emergency response. However, pandemic fueled "hypergrowth" created risks for startups, such as introducing opportunities for deviation away from their core value proposition. Finally, we found each partnership navigated intense workloads, burnout, and personnel turnover through the pandemic. Strong partnerships required healthy, motivated teams. Visibility into and engagement in partnership governance, belief in partnership impact, and strong emotional intelligence in managers promoted team well-being. Taken together, these findings can help to bridge the theory-to-practice gap and guide effective cross-sector partnerships during public health emergencies.
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Affiliation(s)
- Vinyas Harish
- MD/PhD Program, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Vector Institute for Artificial Intelligence, Toronto, Canada
- Schwartz Reisman Institute for Technology and Society, Toronto, Canada
- Ethics of AI Lab, Centre for Ethics, University of Toronto, Toronto, Canada
| | - Thomas G. Samson
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Lori Diemert
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Ashleigh Tuite
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Muhammad Mamdani
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Vector Institute for Artificial Intelligence, Toronto, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada
| | - Kamran Khan
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada
- Division of Infectious Diseases, Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Anita McGahan
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Rotman School of Management, University of Toronto, Toronto, Canada
- Munk School of Global Affairs and Public Policy, University of Toronto, Toronto, Canada
| | - James A. Shaw
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Joint Centre for Bioethics, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Institute for Health Systems Solutions and Virtual Care, Women’s College Hospital, Toronto, Canada
| | - Sunit Das
- Ethics of AI Lab, Centre for Ethics, University of Toronto, Toronto, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada
- Division of Neurosurgery, Department of Surgery, Temerty Faculty of Medicine, Toronto, Canada
| | - Laura C. Rosella
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Vector Institute for Artificial Intelligence, Toronto, Canada
- Schwartz Reisman Institute for Technology and Society, Toronto, Canada
- Institute for Better Health, Trillium Health Partners, Mississauga, Canada
- * E-mail:
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Chong P, Grob P, DiMattia G, Calvano J, Swanson K, He S, Gubler KD, LaPorta A. Website Usability Analysis of U.S. Military Residency Programs. Mil Med 2022:usac290. [PMID: 36200474 DOI: 10.1093/milmed/usac290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/17/2022] [Indexed: 11/12/2022] Open
Abstract
INTRODUCTION The Military Match is the residency matching system for medical students attending the Uniformed Services University of Health Sciences, and the students were funded by the Health Professions Scholarship Program through the U.S. Army, Air Force, and Navy. To evaluate and compare military residency programs, students use residency program websites. Often, the residency program's website serves as a key source, or the only point of reference, when considering residency options, especially during times when face-to-face interactions are limited.This report aims to provide a systematic evaluation of military residency programs and their websites. MATERIALS AND METHODS Utilizing a previously published website usability scoring system, military residency programs were categorized to objectively and quantitatively analyze their websites. Usability was divided into four categories for quantifiable analysis: accessibility, marketing, content quality, and technology. The methodology for this analysis was replicated from published reports that have examined healthcare website usability. Each website was analyzed and scored in four categories: accessibility, content quality, marketing, and technology. A "General Usability" score was calculated for each website using a composite of the key factors within the four categories. An overall score was generated utilizing the weighted percentage across all four categories. To address deficiencies of the original methodology, a secondary analysis was performed on the listed websites utilizing an automated methodology for website usability. RESULTS A comprehensive list of 125 Accreditation Council for Graduate Medical Education U.S. Military residency program websites was compiled. Of these, 96 programs and 106 websites were evaluated. The primary analysis employing usability methodology identified technology as the highest ranked category with a score of 0.749 (SD ± 0.039) (SE 0.005) (P < .05). Marketing and content quality were the lowest scoring categories with mean scores of 0.414 (SD ± 0.054) (SE 0.006) and 0.428 (SD ± 0.229) (SE 0.027), respectively (P < .05). There was no significant difference in overall usability rankings or scores among the 96 residency program websites across the three branches (P < .05).Secondary analysis with the new usability methodology demonstrated military residency websites to exhibit more external backlinking compared to internal backlinking (P < 0.05) and no social media backlinking to any of the 106 analyzed websites. When comparing the three services, the Army had significantly lower external backlinking ranking 43.4 (P < .05) and overall backlinking ranking 56.4 (P < 0.05) when compared to the Navy (mean 48.8 and 71.7, and 43.4). There were no other differences in backlinking rankings across the three branches. CONCLUSIONS Residency websites have become a primary way to communicate information to applicants. By assessing the overall usability of the various military residency websites, we determined the effectiveness of these websites to relay information to prospective students interested in applying for military residency. We predict that by improving website accessibility, residency programs increase their effectiveness at communicating information to potential applicants and increase interest in military residency programs.
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Affiliation(s)
- Paul Chong
- Campbell University School of Osteopathic Medicine, Leon Levine Hall of Medical Sciences, Lillington, NC 27546, USA
| | - Patrizia Grob
- College of Medicine, Rocky Vista University College of Osteopathic Medicine, Parker, CO 80134, USA
| | - Gina DiMattia
- College of Medicine, Rocky Vista University College of Osteopathic Medicine, Parker, CO 80134, USA
| | - Joshua Calvano
- Department of Anesthesiology and Critical Care Medicine, University of New Mexico, Albuquerque, NM 87106, USA
| | - Karl Swanson
- Department of Medicine - Division of Hospital Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Shuhan He
- Department of Emergency Medicine, Lab of Computer Science, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - K Dean Gubler
- College of Medicine, Rocky Vista University College of Osteopathic Medicine, Parker, CO 80134, USA
| | - Anthony LaPorta
- College of Medicine, Rocky Vista University College of Osteopathic Medicine, Parker, CO 80134, USA
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Mohammadzadeh A, Javanmard SH. A review on attraction factors of science and technology parks to firms in health sector. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2022; 11:207. [PMID: 36003238 PMCID: PMC9393916 DOI: 10.4103/jehp.jehp_141_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 10/13/2021] [Indexed: 06/15/2023]
Abstract
BACKGROUND Over the past few years, a rapidly growing number of science and technology parks (STPs) in health sector have emerged across the world. There has been little discussion in the literature to show how STPs could make an attractive environment to absorb and retain potential firms. This is even more challenging for specialized STPs in health sector. The aim of this study is to identify the attractive factors for firms in a STP in health sector. MATERIALS AND METHODS A scoping review method was undertaken to review the literature on seven databases (ScienceDirect, Scopus, ProQuest, Google Scholar, EconPapers, PubMed, and ISI Web of Science) for peer-reviewed articles published until 2019. The search results were screened against the inclusion of criteria to ensure they met the objectives. The eligible papers were then assessed on the basis of the full text, and finally the results were extracted. RESULTS The attractive factors for firms and talents in multidimensional STPs and those in health sector are extracted and summarized. The attractive factors of multidimensional STPs, which includes health sector firms, and those specialized in health sector are summarized in three main categories; factors created by government and universities, and factors related to STP policies and those expected by the firms. CONCLUSION To make STPs attractive for firms in health sector, there is a list of factors that are required to be done not only by STP itself, but also by the national and local government and industries. It is important to consider the factors that are expected by the firms to be implemented. The results of this study suggest that making STPs attractive for health sector firms needs close collaboration between government, universities, related industries, and STPs all together.
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Affiliation(s)
- Abbas Mohammadzadeh
- Department of Physiology, School of Medicine and Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shaghayegh Haghjooy Javanmard
- Department of Physiology, School of Medicine and Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
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Cohen AB, Stump L, Krumholz HM, Cartiera M, Jain S, Scott Sussman L, Hsiao A, Lindop W, Ying AK, Kaul RL, Balcezak TJ, Tereffe W, Comerford M, Jacoby D, Navai N. Aligning mission to digital health strategy in academic medical centers. NPJ Digit Med 2022; 5:67. [PMID: 35654885 PMCID: PMC9163186 DOI: 10.1038/s41746-022-00608-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 04/29/2022] [Indexed: 01/09/2023] Open
Abstract
The strategies of academic medical centers arise from core values and missions that aim to provide unmatched clinical care, patient experience, research, education, and training. These missions drive nearly all activities. They should also drive digital health activities - and particularly now given the rapid adoption of digital health, marking one of the great transformations of healthcare; increasing pressures on health systems to provide more cost-effective care; the pandemic-accelerated funding and rise of well-funded new entrants and technology giants that provide more convenient forms of care; and a more favorable regulatory and reimbursement landscape to incorporate digital health approaches. As academic medical centers emerge from a pandemic-related reactionary digital health posture, where pressures to adopt more digital health technologies mount, a broad digital health realignment that leverages the strengths of such centers is required to accomplish their missions.
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Affiliation(s)
- Adam B Cohen
- Yale New Haven Health, 20 York Street, New Haven, CT, 06510, USA.
| | - Lisa Stump
- Yale New Haven Health, 20 York Street, New Haven, CT, 06510, USA
| | | | | | - Sanchita Jain
- The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA
| | - L Scott Sussman
- Yale New Haven Health, 20 York Street, New Haven, CT, 06510, USA
| | - Allen Hsiao
- Yale New Haven Health, 20 York Street, New Haven, CT, 06510, USA
| | - Walter Lindop
- Yale New Haven Health, 20 York Street, New Haven, CT, 06510, USA
| | - Anita Kuo Ying
- The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA
| | - Rebecca L Kaul
- The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA
| | | | - Welela Tereffe
- The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA
| | | | - Daniel Jacoby
- Yale New Haven Health, 20 York Street, New Haven, CT, 06510, USA
| | - Neema Navai
- The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA
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Rules of engagement: Promoting academic-industry partnership in the era of digital pathology and artificial intelligence. Acad Pathol 2022; 9:100026. [PMID: 35669406 PMCID: PMC9163695 DOI: 10.1016/j.acpath.2022.100026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 11/30/2021] [Accepted: 12/09/2021] [Indexed: 11/23/2022] Open
Abstract
Academic industry partnership (AIP) represents an important alliance between academic researchers and industry that helps translate technology and complete the innovation cycle within academic health systems. Despite diverging missions and skillsets the culture for academia and industry is changing in response to the current digital era which is spawning greater collaboration between physicians and businesses in this marketplace. In the field of pathology, this is further driven by the fact that traditional funding sources cannot keep pace with the innovation needed in digital pathology and artificial intelligence. This concept article from the Digital Pathology Association (DPA) describes the rules of engagement for pathology innovators in academia and for their corporate partners to help establish best practices in this critical area. Stakeholders include pathologists, basic and translational researchers, university technology transfer and sponsored research offices, as well as industry relations officers. The article discusses the benefits and pitfalls of an AIP, reviews different partnership models, examines the role of pathologists in the innovation cycle, explains various agreements that may need to be signed, covers conflict of interest and intellectual property issues, and offers recommendations for ensuring successful partnerships.
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Gale JJ, Black KC, Calvano JD, Fundingsland EL, Lai D, Silacci S, He S. An Analysis of US Academic Medical Center Websites: Usability Study. J Med Internet Res 2021; 23:e27750. [PMID: 34932015 PMCID: PMC8734930 DOI: 10.2196/27750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 04/19/2021] [Accepted: 11/08/2021] [Indexed: 12/03/2022] Open
Abstract
Background Health care organizations are tasked with providing web-based health resources and information. Usability refers to the ease of user experience on a website. In this study, we conducted a usability analysis of academic medical centers in the United States, which, to the best of our knowledge, has not been previously carried out. Objective The primary aims of the study were to the following: (1) adapt a preexisting usability scoring methodology to academic medical centers; (2) apply and test this methodology on a sample set of academic medical center websites; and (3) make recommendations from these results on potential areas of improvements for our sample of academic medical center websites. Methods All website usability testing took place from June 1, 2020, to December 15, 2020. We replicated a methodology developed in previous literature and applied it to academic medical centers. Our sample included 73 US academic medical centers. Usability was split into four broad categories: accessibility (the ability of those with low levels of computer literacy to access and navigate the hospital’s website); marketing (the ability of websites to be found through search engines and the relevance of descriptions to the links provided); content quality (grammar, frequency of information updates, material relevancy, and readability); and technology (download speed, quality of the programming code, and website infrastructure). Using these tools, we scored each website in each category. The composite of key factors in each category contributed to an overall “general usability” score for each website. An overall score was then calculated by applying a weighted percentage across all factors and was used for the final “overall usability” ranking. Results The category with the highest average score was technology, with a 0.82 (SD 0.068, SE 0.008). The lowest-performing category was content quality, with an average of 0.22 (SD 0.069, SE 0.008). As these numbers reflect weighted percentages as an integer, the higher the score, the greater the overall usability in that category. Conclusions Our data suggest that technology, on average, was the highest-scored variable among academic medical center websites. Because website functionality is essential to a user’s experience, it is justified that academic medical centers invest in optimal website performance. The overall lowest-scored variable was content quality. A potential reason for this may be that academic medical center websites are usually larger in size, making it difficult to monitor the increased quantity of content. An easy way to improve this variable is to conduct more frequent website audits to assess readability, grammar, and relevance. Marketing is another area in which these organizations have potential for improvement. Our recommendation is that organizations utilize search engine optimization techniques to improve their online visibility and discoverability.
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Affiliation(s)
- Jonathan James Gale
- Rocky Vista University College of Osteopathic Medicine, Parker, CO, United States
| | - Kameron Collin Black
- Rocky Vista University College of Osteopathic Medicine, Parker, CO, United States
| | - Joshua David Calvano
- Rocky Vista University College of Osteopathic Medicine, Parker, CO, United States
| | | | - Deborah Lai
- Division of Psychology and Language Sciences, University College London, London, United Kingdom
| | - Sara Silacci
- Center for Innovation in Digital HealthCare, Massachusetts General Hospital, Boston, MA, United States
| | - Shuhan He
- Center for Innovation in Digital HealthCare, Massachusetts General Hospital, Boston, MA, United States
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10
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Hourani D, Darling S, Cameron E, Dromey J, Crossley L, Kanagalingam S, Muscara F, Gwee A, Gell G, Hiscock H, Anderson V. What Makes for a Successful Digital Health Integrated Program of Work? Lessons Learnt and Recommendations From the Melbourne Children's Campus. Front Digit Health 2021; 3:661708. [PMID: 34713136 PMCID: PMC8521853 DOI: 10.3389/fdgth.2021.661708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 04/26/2021] [Indexed: 11/13/2022] Open
Abstract
Embedding digital technologies in healthcare has the potential to streamline and personalize medical care. However, healthcare systems are often fragmented, and therefore achieving a truly integrated digital health program can be challenging. To promote a streamlined, evidence-based approach to implementing digital health solutions in a healthcare system, the Murdoch Children's Research Institute (MCRI) established the Digital Health Translation and Implementation Program (DHTI) bringing together clinicians, researchers and digital health experts. From the program commencement, frontline clinical innovators have collaborated with DHTI team members to develop and implement digital solutions to address pain-points in the healthcare system. Throughout this program, important lessons have been learnt relating to the development, evaluation and implementation of digital solutions in the healthcare system. This paper explores these lessons and makes recommendations for the successful implementation of digital health solutions in healthcare systems under five main categories: (1) design and usability, (2) stakeholder engagement and uptake, (3) project management and resourcing, (4) process and implementation, and (5) evaluation. Recommendations suggested here are designed to support future healthcare-based digital health programs to maximize the impact digital solutions can have on the healthcare system and patients.
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Affiliation(s)
- Danah Hourani
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Simone Darling
- Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.,Centre for Community Child Health, Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Eloise Cameron
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - James Dromey
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Louise Crossley
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | | | - Frank Muscara
- Murdoch Children's Research Institute, Melbourne, VIC, Australia.,The Royal Children's Hospital, Melbourne, VIC, Australia
| | - Amanda Gwee
- Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.,The Royal Children's Hospital, Melbourne, VIC, Australia
| | - Grace Gell
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Harriet Hiscock
- Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.,Centre for Community Child Health, Murdoch Children's Research Institute, Melbourne, VIC, Australia.,The Royal Children's Hospital, Melbourne, VIC, Australia.,Health Services Research Unit, The Royal Children's Hospital, Melbourne, VIC, Australia
| | - Vicki Anderson
- Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.,The Royal Children's Hospital, Melbourne, VIC, Australia
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11
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Ramadi KB, Srinivasan SS. Pre-emptive Innovation Infrastructure for Medical Emergencies: Accelerating Healthcare Innovation in the Wake of a Global Pandemic. Front Digit Health 2021; 3:648520. [PMID: 34713119 PMCID: PMC8522029 DOI: 10.3389/fdgth.2021.648520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 03/17/2021] [Indexed: 11/13/2022] Open
Abstract
Healthcare innovation is impeded by high costs, the need for diverse skillsets, and complex regulatory processes. The COVID-19 pandemic exposed critical gaps in the current framework, especially those lying at the boundary between cutting-edge academic research and industry-scale manufacturing and production. While many resource-rich geographies were equipped with the required expertise to solve challenges posed by the pandemic, mechanisms to unite the appropriate institutions and scale up, fund, and mobilize solutions at a time-scale relevant to the emergency were lacking. We characterize the orthogonal spatial and temporal axes that dictate innovation. Improving on their limitations, we propose a “pre-emptive innovation infrastructure” incorporating in-house hospital innovation teams, consortia-based assembly of expertise, and novel funding mechanisms to combat future emergencies. By leveraging the strengths of academic, medical, government, and industrial institutions, this framework could improve ongoing innovation and supercharge the infrastructure for healthcare emergencies.
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Affiliation(s)
- Khalil B Ramadi
- Division of Engineering, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.,Tandon School of Engineering, New York University, New York, NY, United States.,Hacking Medicine, Massachusetts Institute of Technology, Cambridge, MA, United States.,Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.,Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States
| | - Shriya S Srinivasan
- Hacking Medicine, Massachusetts Institute of Technology, Cambridge, MA, United States.,Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.,Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States.,Society of Fellows, Harvard University, Cambridge, MA, United States
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12
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Desveaux L, Kelley LT, Bhatia RS, Jamieson T. Catalyzing Digital Health Innovation in Ontario: The Role of an Academic Medical Centre. ACTA ACUST UNITED AC 2021; 16:55-68. [PMID: 33337314 DOI: 10.12927/hcpol.2020.26353] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Overcoming barriers to health system innovation is an ongoing challenge in Canada. A total of 51 participants attended a digital health symposium in October 2017 to discuss the role of an academic medical centre (AMC) in advancing innovation. The conversation centred around (i) the current state of innovation in healthcare; (ii) the need for an innovation catalyst; and (iii) the roadmap for an AMC to drive change. AMCs can address the barriers to digital health innovation in Canada by providing a centralized network and infrastructure that supports innovation throughout its journey from "bench to bedside" as well as supporting educational reform.
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Affiliation(s)
- Laura Desveaux
- Scientist, Women's College Hospital, Institute for Health Systems Solutions and Virtual Care, Women's College Hospital; Assistant Professor, Institute for Health Policy Management & Evaluation, University of Toronto, Toronto, ON
| | - Leah T Kelley
- Research Coordinator, Women's College Hospital, Institute for Health Systems Solutions and Virtual Care, Women's College Hospital, Toronto, ON
| | - R Sacha Bhatia
- Director, Women's College Hospital, Institute for Health Systems Solutions and Virtual Care, Women's College Hospital, Cardiologist, Women's College Hospital, University Health Network, Toronto, ON
| | - Trevor Jamieson
- Chief Medical Informatics Officer, Unity Health Toronto, St. Michael's Hospital Site; Medical Director, Virtual Hospital, Women's College Hospital, Toronto, ON
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13
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Fundingsland E, Fike J, Calvano J, Raja A, Lai D, Silacci S, Haas M, Chan T, He S. Website usability analysis of United States emergency medicine residencies. AEM EDUCATION AND TRAINING 2021; 5:e10604. [PMID: 34124531 PMCID: PMC8171769 DOI: 10.1002/aet2.10604] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 03/15/2021] [Accepted: 04/07/2021] [Indexed: 06/12/2023]
Abstract
OBJECTIVES The Council of Residency Directors (CORD) in Emergency Medicine (EM) has recommended that all residency programs should conduct virtual interviews for the 2020 to 2021 application cycle due to the COVID-19 pandemic. While factors such as geographical region, city, program size, or hospital affiliation are not modifiable, EM residencies can bridge the information gap created by a lack of face-to-face interaction by representing themselves digitally. Measuring usability provides an objective method for EM residencies to improve their Web presence and effectively represent themselves to applicants. METHODS Our sample set included 55 U.S. EM residency program websites. Using methodology replicated from previous literature on health care website usability, we divided usability into four categories for quantifiable analysis: accessibility, marketing, content quality, and technology. Analysis was performed on each website and scored in all four categories. A "general usability" score was calculated for each website using a composite of the key factors within the four categories. Using a weighted percentage across all of the factors, an overall score was calculated. RESULTS Content quality was the overall highest scoring category (mean ± SD = 5.4, SE = 0.33). The overall lowest performing category was technology (mean ± SD = 0.8 ± 0.09, SE = 0.01). CONCLUSIONS Measuring usability can help EM residency programs identify ways to improve their Web presence. To effectively promote their programs, residencies need quality content that communicates their key features. Our recommendation is for all residency programs to periodically perform website audits and apply the usability measures outlined to improve their digital presence, especially during times when face-to-face interactions will be limited.
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Affiliation(s)
| | - Joseph Fike
- Rocky Vista University College of Osteopathic MedicineParkerColoradoUSA
| | - Joshua Calvano
- Rocky Vista University College of Osteopathic MedicineParkerColoradoUSA
| | - Ali Raja
- Department of Emergency MedicineMassachusetts General HospitalBostonMassachusettsUSA
| | - Deborah Lai
- Division of Psychology and Language SciencesUniversity College LondonLondonUK
| | - Sara Silacci
- Center for Innovation in Digital HealthCareMassachusetts General HospitalBostonMassachusettsUSA
| | - Mary Haas
- Department of Emergency MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Teresa Chan
- Division of Emergency MedicineDepartment of MedicineProgram for Faculty DevelopmentFaculty of Health SciencesMcMaster UniversityHamiltonOntarioCanada
| | - Shuhan He
- Center for Innovation in Digital HealthCareMassachusetts General HospitalBostonMassachusettsUSA
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14
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Ford KL, Portz JD, Zhou S, Gornail S, Moore SL, Zhang X, Bull S. Benefits, Facilitators, and Recommendations for Digital Health Academic-Industry Collaboration: A Mini Review. Front Digit Health 2021; 3:616278. [PMID: 34713094 PMCID: PMC8521882 DOI: 10.3389/fdgth.2021.616278] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 02/24/2021] [Indexed: 12/23/2022] Open
Abstract
Digital health remains a growing and challenging niche in public health practice. Academic-industry collaboration (AIC) offers a mechanism to bring disparate sectors together to alleviate digital health challenges of engagement, reach, sustainability, dissemination, evaluation, and equity. Despite the ongoing endorsements for AIC in digital health, limited understanding exists of successful AIC exists. Most published research highlights the barriers of collaboration rather than efficacy, leaving collaborators asking: What are the benefits and facilitators of AIC and do they apply in digital health? As an initial effort to fill the gap in the literature, the purpose of this mini review outlines the benefits and facilitators from previous AIC and offers recommendations specific to digital health.
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Affiliation(s)
- Kelsey L. Ford
- Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
- School of Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Jennifer D. Portz
- Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
- School of Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Shuo Zhou
- Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Starlynne Gornail
- Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Susan L. Moore
- Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Xuhong Zhang
- Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Sheana Bull
- Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
- School of Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
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15
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Calvano JD, Fundingsland EL, Lai D, Silacci S, Raja AS, He S. Applying Website Rankings to Digital Health Centers in the United States to Assess Public Engagement: Website Usability Study. JMIR Hum Factors 2021; 8:e20721. [PMID: 33779564 PMCID: PMC8088849 DOI: 10.2196/20721] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 08/02/2020] [Accepted: 03/02/2021] [Indexed: 01/05/2023] Open
Abstract
Background As the public increasingly uses the internet to search for resources and information regarding health and medicine, it is important that health care organizations provide adequate web resources. Website usability refers to the ease of user experience on a website. In this study, we conducted usability analyses on digital health center websites. Objective The primary aims of this study were to (1) replicate a preexisting usability scoring methodology for digital health centers; (2) apply and test this replicated usability scoring methodology on a sample set of digital health center websites; and (3) derive recommendations from the results on potential areas of improvements for our sample of digital health center websites. Methods Website usability testing was conducted from March 1, 2020, to March 15, 2020. We replicated a methodology and scoring system from previous literature and applied them to digital health center websites. Our sample included 67 digital health centers that were affiliated with US universities or hospital systems. Usability was split into the following four broad categories: accessibility, marketing, content quality, and technology. Usability tools were used to score websites in each of the four categories. The composite of the key factors of each category was used to generate a general usability and overall usability score for each website. Results The category with the highest average score (6.3) was content quality. The content quality score also had the highest SD (2.18) and an SE of 0.27. The lowest performing category was technology, which had an average score of 0.9. The technology score also had the smallest SD (0.07) and an SE of 0.01. Conclusions Our data suggest that content quality, on average, was the highest scoring variable among digital health center websites. As content is crucial to digital health knowledge, it is justified that digital health centers invest more resources into creating quality content. The overall lowest scoring variable was technology. Potential reasons for this finding include designated funding for servers, a lack of regulatory frameworks for social media presence and liability, and infrequent website audits. An easy approach for improving this variable is increasing website speed. Accessibility is another area that organizations can potentially improve. We recommend that these organizations perform periodic audits of their web presence with usability tools.
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Affiliation(s)
- Joshua David Calvano
- Department of Research, Rocky Vista University College of Osteopathic Medicine, Parker, CO, United States
| | - Edwin Lauritz Fundingsland
- Department of Research, Rocky Vista University College of Osteopathic Medicine, Parker, CO, United States
| | - Deborah Lai
- Division of Psychology and Language Sciences, University College London, Bloomsbury, United Kingdom
| | - Sara Silacci
- Center for Innovation in Digital HealthCare, Massachusetts General Hospital, Boston, MA, United States
| | - Ali S Raja
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
| | - Shuhan He
- Center for Innovation in Digital HealthCare, Massachusetts General Hospital, Boston, MA, United States.,Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
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16
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Ford KL, Leiferman J, Sobral B, Bennett JK, Moore SL, Bull S. "It depends:" a qualitative study on digital health academic-industry collaboration. Mhealth 2021; 7:57. [PMID: 34805388 PMCID: PMC8572752 DOI: 10.21037/mhealth-20-140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 02/07/2021] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Academic-industry collaborations (AICs) are endorsed to alleviate challenges in digital health, but partnership experiences remain understudied. The qualitative study's objective investigated collaboration experiences between academic institutions and digital health companies. METHODS A phenomenology methodology captured experiences of AICs, eliciting perspectives from academic researchers and industry affiliates (e.g., leadership, company investigators). Semi-structured interviews probed eligible collaborators about their experiences in digital health. Analysts coded and organized data into significant statements reaching thematic saturation. RESULTS Participants (N=20) were interviewed from 6 academic institutions and 14 unique industry partners. Seven themes emerged: (I) Collaboration evolves with time, relationships, funding, and evidence; (II) Collaboration demands strong relationships and interpersonal dynamics; (III) Operational processes vary across collaborations; (IV) Collaboration climate and context matters; (V) Shared expectations lead to a better understanding of success; (VI) Overcoming challenges with recommendations; (VII) Collaboration may help navigate the global pandemic. CONCLUSIONS Digital health academic industry collaboration demands strong relationships, requiring flexible mechanisms of collaboration and cultural fit. Diverse models of collaboration exist and remain dependent on contextual factors. While no collaboration conquers all challenges in digital health, AICs may serve as a facilitator for improved digital health products, thus advancing science, promoting public health, and benefiting the economy.
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Affiliation(s)
- Kelsey L. Ford
- Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Jenn Leiferman
- Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Bruno Sobral
- Colorado School of Public Health, University of Colorado, Aurora, CO, USA
- Colorado State University, Fort Collins, CO, USA
| | - John K. Bennett
- University of Colorado Denver, Denver, CO, USA
- University of Colorado Boulder, Boulder, CO, USA
| | - Susan L. Moore
- Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Sheana Bull
- Colorado School of Public Health, University of Colorado, Aurora, CO, USA
- University of Colorado Denver, Denver, CO, USA
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17
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Kelley LT, Fujioka J, Liang K, Cooper M, Jamieson T, Desveaux L. Barriers to Creating Scalable Business Models for Digital Health Innovation in Public Systems: Qualitative Case Study. JMIR Public Health Surveill 2020; 6:e20579. [PMID: 33300882 PMCID: PMC7759439 DOI: 10.2196/20579] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 07/22/2020] [Accepted: 09/16/2020] [Indexed: 02/02/2023] Open
Abstract
Background Health systems are increasingly looking toward the private sector to provide digital solutions to address health care demands. Innovation in digital health is largely driven by small- and medium-sized enterprises (SMEs), yet these companies experience significant barriers to entry, especially in public health systems. Complex and fragmented care models, alongside a myriad of relevant stakeholders (eg, purchasers, providers, and producers of health care products), make developing value propositions for digital solutions highly challenging. Objective This study aims to identify areas for health system improvement to promote the integration of innovative digital health technologies developed by SMEs. Methods This paper qualitatively analyzes a series of case studies to identify health system barriers faced by SMEs developing digital health technologies in Canada and proposed solutions to encourage a more innovative ecosystem. The Women’s College Hospital Institute for Health System Solutions and Virtual Care established a consultation program for SMEs to help them increase their innovation capacity and take their ideas to market. The consultation involved the SME filling out an onboarding form and review of this information by an expert advisory committee using guided considerations, leading to a recommendation report provided to the SME. This paper reports on the characteristics of 25 SMEs who completed the program and qualitatively analyzed their recommendation reports to identify common barriers to digital health innovation. Results A total of 2 central themes were identified, each with 3 subthemes. First, a common barrier to system integration was the lack of formal evaluation, with SMEs having limited resources and opportunities to conduct such an evaluation. Second, the health system’s current structure does not create incentives for clinicians to use digital technologies, which threatens the sustainability of SMEs’ business models. SMEs faced significant challenges in engaging users and payers from the public system due to perverse economic incentives. Physicians are compensated by in-person visits, which actively works against the goals of many digital health solutions of keeping patients out of clinics and hospitals. Conclusions There is a significant disconnect between the economic incentives that drive clinical behaviors and the use of digital technologies that would benefit patients’ well-being. To encourage the use of digital health technologies, publicly funded health systems need to dedicate funding for the evaluation of digital solutions and streamlined pathways for clinical integration.
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Affiliation(s)
- Leah Taylor Kelley
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Jamie Fujioka
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Kyle Liang
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Madeline Cooper
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | | | - Laura Desveaux
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
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18
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Establishing a digital health platform in an academic medical center supporting rural communities. J Clin Transl Sci 2020; 4:384-388. [PMID: 33244426 PMCID: PMC7681125 DOI: 10.1017/cts.2020.11] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The University of Arkansas for Medical Sciences (UAMS), like many rural states, faces clinical and research obstacles to which digital innovation is seen as a promising solution. To implement digital technology, a mobile health interest group was established to lay the foundation for an enterprise-wide digital health innovation platform. To create a foundation, an interprofessional team was established, and a series of formal networking events was conducted. Three online digital health training models were developed, and a full-day regional conference was held featuring nationally recognized speakers and panel discussions with clinicians, researchers, and patient advocates involved in digital health programs at UAMS. Finally, an institution-wide survey exploring the interest in and knowledge of digital health technologies was distributed. The networking events averaged 35-45 attendees. About 100 individuals attended the regional conference with positive feedback from participants. To evaluate mHealth knowledge at the institution, a survey was completed by 257 UAMS clinicians, researchers, and staff. It revealed that there are opportunities to increase training, communication, and collaboration for digital health implementation. The inclusion of the mobile health working group in the newly formed Institute for Digital Health and Innovation provides a nexus for healthcare providers and researches to facilitate translational research.
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19
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Desveaux L, Soobiah C, Bhatia RS, Shaw J. Identifying and Overcoming Policy-Level Barriers to the Implementation of Digital Health Innovation: Qualitative Study. J Med Internet Res 2019; 21:e14994. [PMID: 31859679 PMCID: PMC6942191 DOI: 10.2196/14994] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 10/08/2019] [Accepted: 10/22/2019] [Indexed: 12/31/2022] Open
Abstract
Background High-level policy barriers impede widespread adoption for even the most well-positioned innovations. Most of the work in this field assumes rather than analyzes the driving forces of health innovation. Objective: The aim of this study was to explore the challenges and opportunities experienced by health system stakeholders in the implementation of digital health innovation in Ontario. Objective The aim of this study was to explore the challenges and opportunities experienced by health system stakeholders in the implementation of digital health innovation in Ontario. Methods We completed semistructured interviews with 10 members of senior leadership across key organizations that are engaged in health care–related digital health activities. Data were analyzed using qualitative description. Results A total of 6 key policy priorities emerged, including the need for (1) a system-level definition of innovation, (2) a clear overarching mission, and (3) clearly defined organizational roles. Operationally, there is a need to (4) standardize processes, (5) shift the emphasis to change management, and (6) align funding structures. Conclusions These findings emphasize the critical role of the government in developing a vision and creating the foundation upon which innovation activities will be modeled.
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Affiliation(s)
- Laura Desveaux
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.,Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Charlene Soobiah
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - R Sacha Bhatia
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.,Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada
| | - James Shaw
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.,Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada
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20
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Karampela M, Isomursu M, Porat T, Maramis C, Mountford N, Giunti G, Chouvarda I, Lehocki F. The Extent and Coverage of Current Knowledge of Connected Health: Systematic Mapping Study. J Med Internet Res 2019; 21:e14394. [PMID: 31573915 PMCID: PMC6785722 DOI: 10.2196/14394] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 07/27/2019] [Accepted: 08/18/2019] [Indexed: 01/09/2023] Open
Abstract
Background This study examines the development of the connected health (CH) research landscape with a view to providing an overview of the existing CH research. The research field of CH has experienced rapid growth coinciding with increasing pressure on health care systems to become more proactive and patient centered. Objective This study aimed to assess the extent and coverage of the current body of knowledge in CH. In doing so, we sought to identify specific topics that have drawn the attention of CH researchers and to identify research gaps, in particular those offering opportunities for further interdisciplinary research. Methods A systematic mapping study that combined scientific contributions from research in the disciplines of medicine, business, computer science, and engineering was used. Overall, seven classification criteria were used to analyze the papers, including publication source, publication year, research type, empirical type, contribution type, research topic, and the medical condition studied. Results The search resulted in 208 papers that were analyzed by a multidisciplinary group of researchers. The results indicated a slow start for CH research but showed a more recent steady upswing since 2013. The majority of papers proposed health care solutions (77/208, 37.0%) or evaluated CH approaches (49/208, 23.5%). Case studies (59/208, 28.3%) and experiments (55/208, 26.4%) were the most popular forms of scientific validation used. Diabetes, cancer, multiple sclerosis, and heart conditions were among the most prevalent medical conditions studied. Conclusions We conclude that CH research has become an established field of research that has grown over the last five years. The results of this study indicate a focus on technology-driven research with a strong contribution from medicine, whereas the business aspects of CH have received less research attention.
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Affiliation(s)
| | | | - Talya Porat
- Imperial College London, London, United Kingdom
| | | | | | | | | | - Fedor Lehocki
- Slovak University of Technology, Bratislava, Slovakia
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21
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Ford KL, Moore SL, Zhou S, Gore MO, Portz J, Zhang X, Zane R, Wiler J, Bull S. Advancing evidence-based digital health through an innovative research environment: an academic-industry collaboration case report. Mhealth 2019; 5:37. [PMID: 31620464 PMCID: PMC6789303 DOI: 10.21037/mhealth.2019.08.08] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 08/15/2019] [Indexed: 11/06/2022] Open
Abstract
The proliferation of technology enthuses clinicians, researchers, and entrepreneurs to revolutionize health care and care delivery. Intersecting in the field of digital health, academic-industry collaboration (AIC) play a critical role in advancing evidence-based innovations into real world application. AIC models vary, but historically have not included the strong emphasis on rapid research and discovery that the digital health field demands. Due to the voluminous availability of real time patient and client data, academic health centers offer a rich interdisciplinary environment to develop, pilot and evaluate innovations in pragmatic settings. Despite the opportunity between academic health centers and industry to advance digital health innovation through rapid research, limited evidence exists of such collaboration. The purpose of this case report is to examine an AIC facilitating research of new health technologies within an academic health center. This paper presents a case report involving collaboration between diverse technology industry partners and an academic health center that encompasses a university health system (UCHealth), a university technology transfer office (CU Innovations), an innovation center (CARE Innovation Center), and research collaborators (mHealth Impact Laboratory). Case assertions discuss the lessons learned and recommendations when implementing such collaboration in practice. The principal finding is that academic health centers offer an innovative environment for AIC in digital health. Collaborations between academia and industry provide much promise in ensuring health innovations are scientifically sound while meeting the needs of a rapidly evolving technical climate.
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Affiliation(s)
- Kelsey L Ford
- Colorado School of Public Health, mHealth Impact Lab, Aurora, CO 80045, USA
- University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Susan L Moore
- Colorado School of Public Health, mHealth Impact Lab, Aurora, CO 80045, USA
- University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Shuo Zhou
- Colorado School of Public Health, mHealth Impact Lab, Aurora, CO 80045, USA
| | - M Odette Gore
- University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Denver Health and Hospital Authority, Denver, CO 80204, USA
| | - Jenny Portz
- Colorado School of Public Health, mHealth Impact Lab, Aurora, CO 80045, USA
- University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Xuhong Zhang
- Colorado School of Public Health, mHealth Impact Lab, Aurora, CO 80045, USA
| | - Richard Zane
- University of Colorado Health System (UCHealth), Aurora, CO 80045, USA
- UCHealth CARE Innovation Center, Denver, CO 80216, USA
| | - Jennifer Wiler
- University of Colorado Health System (UCHealth), Aurora, CO 80045, USA
- UCHealth CARE Innovation Center, Denver, CO 80216, USA
| | - Sheana Bull
- Colorado School of Public Health, mHealth Impact Lab, Aurora, CO 80045, USA
- University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
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Al Kuwaiti A, Al Muhanna FA, Al Amri S. Implementation of Digital Health Technology at Academic Medical Centers in Saudi Arabia. Oman Med J 2018; 33:367-373. [PMID: 30210714 DOI: 10.5001/omj.2018.69] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Academic Medical Centers (AMCs) in Saudi Arabia are dedicated to providing high-quality patient care and promoting the health and wellbeing of its citizens. Additionally, they provide medical education and conduct research in a wide range of clinical disciplines. A recent global trend in academic hospitals with mandates similar to those in Saudi Arabia is that they have started utilizing digital health technology in a bid to increase efficiency and improve the quality of patient care. This paper takes the position that such digital health technologies should also be utilized in AMC settings in Saudi Arabia. Electronic health records (EHRs), smartphones, video-imaging technologies, virtual desktop infrastructures, mobile EHR access, and smart-beds can help AMCs serve patients more effectively. Rural people can be connected to consultants at AMCs using these technologies using virtual self-care tools. Validation of new digital health devices can be performed in collaboration with digital health partners and serve to enrich the knowledge of medical students in the area of digital health. This review aims to draw the attention of stakeholders to the need to implement digital health technology in AMCs in Saudi Arabia and help improve the quality of healthcare.
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Affiliation(s)
- Ahmed Al Kuwaiti
- Department of Dental Education, College of Dentistry and Deanship of Quality and Academic Accreditation, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Fahd A Al Muhanna
- Department of Internal Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Saad Al Amri
- Department of English, Deanship of Information and Communication Technology, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
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Improvement of early functional outcomes in hospitalized geriatric patients after hip surgery. Comput Biol Med 2017; 89:419-428. [PMID: 28881281 DOI: 10.1016/j.compbiomed.2016.12.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Revised: 12/17/2016] [Accepted: 12/19/2016] [Indexed: 01/17/2023]
Abstract
Computer supported clinical practice has great potential to improve process performance and care outcomes. However, further research is needed to evaluate the efficiency of Health Information Technology (HIT) across the various clinical settings. This study focuses on the status of the patient as determined by various potential predicting factors for functional recovery during hospitalization after hip surgery. We assess the relations among patient's characteristics, (co)morbidities, surgical procedures, hospital courses and modified Salvati-Wilson's (SW) score on discharge. The aim is to improve decision making in clinical practice at General hospital "Djordje Joanovic" in Zrenjanin, Serbia, by applying the variation of the Johnson's algorithm for data reduction. The data are related to hospitalized geriatric patients after hip surgery. The second aim is to define the methodology for decision making based on data related to hospitalized geriatric patients after hip surgery in local environments. The SW score as a measure of results of early functional recovery, was affected by age, surgical procedure, the lowest postoperative value of red blood cells during hospitalization, haemoglobin level on discharge, length of hospitalization and length of rehabilitation. It is possible to improve decision making in clinical practice at General hospital "Djordje Joanovic" in Zrenjanin, Serbia, by applying the variation of the Johnson's algorithm for data reduction. The applied method is useful for any local environment for similar geriatric population, in effort to improve their own clinical practice.
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Velardo C, Shah SA, Gibson O, Clifford G, Heneghan C, Rutter H, Farmer A, Tarassenko L. Digital health system for personalised COPD long-term management. BMC Med Inform Decis Mak 2017; 17:19. [PMID: 28219430 PMCID: PMC5319140 DOI: 10.1186/s12911-017-0414-8] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2016] [Accepted: 02/08/2017] [Indexed: 11/10/2022] Open
Abstract
Background Recent telehealth studies have demonstrated minor impact on patients affected by long-term conditions. The use of technology does not guarantee the compliance required for sustained collection of high-quality symptom and physiological data. Remote monitoring alone is not sufficient for successful disease management. A patient-centred design approach is needed in order to allow the personalisation of interventions and encourage the completion of daily self-management tasks. Methods A digital health system was designed to support patients suffering from chronic obstructive pulmonary disease in self-managing their condition. The system includes a mobile application running on a consumer tablet personal computer and a secure backend server accessible to the health professionals in charge of patient management. The patient daily routine included the completion of an adaptive, electronic symptom diary on the tablet, and the measurement of oxygen saturation via a wireless pulse oximeter. Results The design of the system was based on a patient-centred design approach, informed by patient workshops. One hundred and ten patients in the intervention arm of a randomised controlled trial were subsequently given the tablet computer and pulse oximeter for a 12-month period. Patients were encouraged, but not mandated, to use the digital health system daily. The average used was 6.0 times a week by all those who participated in the full trial. Three months after enrolment, patients were able to complete their symptom diary and oxygen saturation measurement in less than 1 m 40s (96% of symptom diaries). Custom algorithms, based on the self-monitoring data collected during the first 50 days of use, were developed to personalise alert thresholds. Conclusions Strategies and tools aimed at refining a digital health intervention require iterative use to enable convergence on an optimal, usable design. ‘Continuous improvement’ allowed feedback from users to have an immediate impact on the design of the system (e.g., collection of quality data), resulting in high compliance with self-monitoring over a prolonged period of time (12-month). Health professionals were prompted by prioritisation algorithms to review patient data, which led to their regular use of the remote monitoring website throughout the trial. Trial registration Trial registration: ISRCTN40367841. Registered 17/10/2012.
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Affiliation(s)
- Carmelo Velardo
- Department of Engineering Science, University of Oxford, IBME, Oxford, UK.
| | - Syed Ahmar Shah
- Department of Engineering Science, University of Oxford, IBME, Oxford, UK
| | - Oliver Gibson
- Department of Engineering Science, University of Oxford, IBME, Oxford, UK
| | - Gari Clifford
- Department of Engineering Science, University of Oxford, IBME, Oxford, UK
| | - Carl Heneghan
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Heather Rutter
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Andrew Farmer
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Lionel Tarassenko
- Department of Engineering Science, University of Oxford, IBME, Oxford, UK
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McCray AT, Glaser J, Koppel R, Langlotz CP, Silverstein J. Health IT vendors and the academic community: The 2014 ACMI debate. J Biomed Inform 2016; 60:365-75. [DOI: 10.1016/j.jbi.2016.03.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 01/29/2016] [Accepted: 03/01/2016] [Indexed: 10/22/2022]
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Eyre HA, Forbes M, Raji C, Cork N, Durning S, Armstrong E, Wheeler E, Meyers A, Baune BT, Berk M. Strengthening the role of convergence science in medicine. CONVERGENT SCIENCE PHYSICAL ONCOLOGY 2015. [DOI: 10.1088/2057-1739/1/2/026001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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