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Borresen A, Chakka K, Wu R, Lin CK, Wolfe C, Prabhakaran B, Annaswamy TM. Comparison of in-person and synchronous remote musculoskeletal exam using augmented reality and haptics: A pilot study. PM R 2023; 15:891-898. [PMID: 36197806 DOI: 10.1002/pmrj.12883] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 05/25/2022] [Accepted: 06/03/2022] [Indexed: 11/08/2022]
Abstract
INTRODUCTION Utilization of telemedicine for health care delivery increased rapidly during the coronavirus disease 2019 (COVID-19) pandemic. However, physical examination during telehealth visits remains limited. A novel telerehabilitation system-The Augmented Reality-based Telerehabilitation System with Haptics (ARTESH)-shows promise for performing synchronous, remote musculoskeletal examination. OBJECTIVE To assess the potential of ARTESH in remotely examining upper extremity passive range of motion (PROM) and maximum isometric strength (MIS). DESIGN In this cross-sectional pilot study, we compared the in-person (reference standard) and remote evaluations (ARTESH) of participants' upper extremity PROM and MIS in 10 shoulder and arm movements. The evaluators were blinded to each other's results. SETTING Participants underwent in-person evaluations at a Veterans Affairs hospital's outpatient Physical Medicine and Rehabilitation (PM&R) clinic, and underwent remote examination using ARTESH with the evaluator located at a research lab 30 miles away, connected via a high-speed network. PATIENTS Fifteen participants with upper extremity pain and/or weakness. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Inter-rater agreement between in-person and remote evaluations on 10 PROM and MIS movements and presence/absence of pain with movement was calculated. RESULTS The highest inter-rater agreements were noted in shoulder abduction and protraction PROM (kappa (κ) = 0.44, confidence interval (CI): -0.1 to 1.0), and in elbow flexion, shoulder abduction, and shoulder protraction MIS (κ = 0.63, CI: 0 to 1.0). CONCLUSIONS This pilot study suggests that synchronous tele-physical examination using the ARTESH system with augmented reality and haptics has the potential to provide enhanced value to existing telemedicine platforms. With the additional technological and procedural improvements and with an adequately powered study, the accuracy of ARTESH-enabled remote tele-physical examinations can be better evaluated.
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Affiliation(s)
- Aleks Borresen
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Richard Wu
- UT Southwestern Medical School, Dallas, Texas, USA
| | | | - Cody Wolfe
- Department of Neurosurgery, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Balakrishnan Prabhakaran
- Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas, USA
| | - Thiru M Annaswamy
- PM&R Service, VA North Texas Health Care System, Department of PM&R, UT Southwestern Medical Center, Dallas, Texas, USA
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Palmar-Santos AM, Pedraz Marcos A, Rubio-Casado LA, Pulido-Fuentes M, García-Perea ME, Navarta-Sanchez MV. Resilience among primary care professionals in a time of pandemic: a qualitative study in the Spanish context. BMJ Open 2023; 13:e069606. [PMID: 37399436 DOI: 10.1136/bmjopen-2022-069606] [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] [Indexed: 07/05/2023] Open
Abstract
OBJECTIVES This study explores the impact of the COVID-19 pandemic on the Spanish primary care structure and services and the mechanisms implemented by the primary care workforce to restore and reinforce their reference care model. DESIGN An exploratory, qualitative study with semistructured interviews and a focus group discussion conducted during the fall semester of 2020. SETTING Primary health centres in Madrid (Spain), chosen based on factors such as infection rates during the earliest stages of the pandemic and demographic and socioeconomic aspects. PARTICIPANTS A total of 19 primary health and social care professionals were purposively selected. Criteria for inclusion were gender (male/female), at least 5 years of experience in their current position, category (health/social/administrative worker), and whether they worked in a rural or urban healthcare setting. RESULTS Two main themes were identified: (1) reflecting on a model in crisis-particularly the reopening of centres to users and the proactive, participative strategies implemented by primary care professionals to reach their community; and (2) regaining a sense of purpose-how healthcare professionals implemented strategies to sustain their vision of their reference model. The COVID-19 pandemic exposed leadership deficiencies that, together with the initial unavailability of resources and difficulties maintaining face-to-face contact with users, triggered a sense of loss of professional identity. On the other hand, the analysis revealed potential strategies to restore and reinforce the traditional model, such as the adoption of digital technologies and reliance on community networks. CONCLUSION This study highlights the importance of a solid reference framework and enhances the strengths and skills of the workforce to reinforce the community-based service provision model.
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Affiliation(s)
- Ana María Palmar-Santos
- Deparment of Nursing, Autonomous University of Madrid, Madrid, Spain
- Nursing and Health Care Research Group, Puerta de Hierro-Segovia Arana Health Research Institute, Madrid, Spain
| | | | | | | | | | - Maria Victoria Navarta-Sanchez
- Deparment of Nursing, Autonomous University of Madrid, Madrid, Spain
- Nursing and Health Care Research Group, Puerta de Hierro-Segovia Arana Health Research Institute, Madrid, Spain
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Pugmire J, Wilkes M, Wolfberg A, Zahradka N. Healthcare provider experiences of deploying a continuous remote patient monitoring pilot program during the COVID-19 pandemic: a structured qualitative analysis. Front Digit Health 2023; 5:1157643. [PMID: 37483317 PMCID: PMC10359814 DOI: 10.3389/fdgth.2023.1157643] [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: 02/17/2023] [Accepted: 06/05/2023] [Indexed: 07/25/2023] Open
Abstract
Objective To describe the healthcare provider (HCP) experience of launching a COVID-19 remote patient monitoring (CRPM) program during the global COVID-19 pandemic. Methods We conducted qualitative, semi-structured interviews with eight HCPs involved in deploying the CRPM pilot program in the Military Health System (MHS) from June to December 2020. Interviews were audio recorded, transcribed, and analyzed thematically using an inductive approach. We then deductively mapped themes from interviews to the updated Consolidated Framework for Implementation Research (CFIR). Results We identified the following main themes mapped to CFIR domains listed in parentheses: external and internal environments (outer and inner settings), processes around implementation (implementation process domain), the right people (individuals domain), and program characteristics (innovation domain). Participants believed that buy-in from leadership and HCPs was critical for successful program implementation. HCP participants showed qualities of clinical champions and believed in the CRPM program. Conclusion The MHS deployed a successful remote patient monitoring pilot program during the global COVID-19 pandemic. HCPs found the CRPM program and the technology enabling the program to be acceptable, feasible, and usable. HCP participants exhibited characteristics of clinical champions. Leadership engagement was the most often-cited key factor for successful program implementation.
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Affiliation(s)
- Juliana Pugmire
- Clinical Research, Current Health Ltd., Edinburgh, United Kingdom
| | - Matt Wilkes
- Clinical Research, Current Health Ltd., Edinburgh, United Kingdom
| | - Adam Wolfberg
- Clinical Research, Current Health Inc., Boston, MA, United States
| | - Nicole Zahradka
- Clinical Research, Current Health Inc., Boston, MA, United States
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Joshi S, Sharma M. Assessment of implementation barriers of blockchain technology in public healthcare: evidences from developing countries. Health Syst (Basingstoke) 2023; 12:223-242. [PMID: 37234469 PMCID: PMC10208170 DOI: 10.1080/20476965.2023.2206446] [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: 01/22/2020] [Accepted: 04/07/2023] [Indexed: 05/28/2023] Open
Abstract
The widespread use of Blockchain technology (BT) in nations that are developing remains in its early stages, necessitating a more comprehensive evaluation using efficient and adaptable approaches. The need for digitalization to boost operational effectiveness is growing in the healthcare sector. Despite BT's potential as a competitive option for the healthcare sector, insufficient research has prevented it being fully utilised. This study intends to identify the main sociological, economical, and infrastructure obstacles to BT adoption in developing nations' public health systems. To accomplish this goal, the study employs a multi-level analysis of blockchain hurdles using hybrid approach. The study's findings provide decision- makers with guidance on how to proceed, as well as insight into implementation challenges.
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Affiliation(s)
- Sudhanshu Joshi
- Operations and Supply Chain Management Research Laboratory, School of Management, Doon University, Dehradun, India
- The Australian Artificial Intelligence Institute (AAII), University of Technology Sydney, Sidney, Australia
| | - Manu Sharma
- The Australian Artificial Intelligence Institute (AAII), University of Technology Sydney, Sidney, Australia
- Department of Management Studies, Graphic Era Deemed to be University, Dehradun, India
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Fitriani WR, Sutanto J, Handayani PW, Hidayanto AN. User Compliance With the Health Emergency and Disaster Management System: Systematic Literature Review. J Med Internet Res 2023; 25:e41168. [PMID: 37145840 DOI: 10.2196/41168] [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: 07/18/2022] [Revised: 03/20/2023] [Accepted: 03/30/2023] [Indexed: 05/06/2023] Open
Abstract
BACKGROUND Health-related hazards have a detrimental impact on society. The health emergency and disaster management system (Health EDMS), such as a contact-tracing application, is used to respond to and cope with health-related hazards. User compliance with Health EDMS warnings is key to its success. However, it was reported that user compliance with such a system remains low. OBJECTIVE Through a systematic literature review, this study aims to identify the theories and corresponding factors that explain user compliance with the warning message provided by Health EDMS. METHODS The systematic literature review was conducted using Preferred Reporting Items for Systematic reviews and Meta-Analyses 2020 guidelines. The search was performed using the online databases Scopus, ScienceDirect, ProQuest, IEEE, and PubMed, for English journal papers published between January 2000 and February 2022. RESULTS A total of 14 papers were selected for the review based on our inclusion and exclusion criteria. Previous research adopted 6 theories when examining user compliance, and central to the research was Health EDMS. To better understand Health EDMS, based on the literature reviewed, we mapped the activities and features of Health EDMS with the key stakeholders involved. We identified features that require involvement from individual users, which are surveillance and monitoring features and medical care and logistic assistance features. We then proposed a framework showing the individual, technological, and social influencing factors of the use of these features, which in turn affects compliance with the warning message from Health EDMS. CONCLUSIONS Research on the Health EDMS topic increased rapidly in 2021 due to the COVID-19 pandemic. An in-depth understanding of Health EDMS and user compliance before designing the system is essential for governments and developers to increase the effectiveness of Health EDMS. Through a systematic literature review, this study proposed a research framework and identified research gaps for future research on this topic.
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Affiliation(s)
| | - Juliana Sutanto
- Department Human Centred Computing, Faculty of Information Technology, Monash University, Melbourne, Australia
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Karbasi Z, Gohari SH, Sabahi A. Bibliometric analysis of the use of artificial intelligence in COVID-19 based on scientific studies. Health Sci Rep 2023; 6:e1244. [PMID: 37152228 PMCID: PMC10158785 DOI: 10.1002/hsr2.1244] [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: 12/02/2022] [Revised: 04/11/2023] [Accepted: 04/16/2023] [Indexed: 05/09/2023] Open
Abstract
Background and Aims One such strategy is citation analysis used by researchers for research planning an article referred to by another article receives a "citation." By using bibliometric analysis, the development of research areas and authors' influence can be investigated. The current study aimed to identify and analyze the characteristics of 100 highly cited articles on the use of artificial intelligence concerning COVID-19. Methods On July 27, 2022, this database was searched using the keywords "artificial intelligence" and "COVID-19" in the topic. After extensive searching, all retrieved articles were sorted by the number of citations, and 100 highly cited articles were included based on the number of citations. The following data were extracted: year of publication, type of study, name of journal, country, number of citations, language, and keywords. Results The average number of citations for 100 highly cited articles was 138.54. The top three cited articles with 745, 596, and 549 citations. The top 100 articles were all in English and were published in 2020 and 2021. China was the most prolific country with 19 articles, followed by the United States with 15 articles and India with 10 articles. Conclusion The current bibliometric analysis demonstrated the significant growth of the use of artificial intelligence for COVID-19. Using these results, research priorities are more clearly defined, and researchers can focus on hot topics.
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Affiliation(s)
- Zahra Karbasi
- Medical Informatics Research Center, Institute for Futures Studies in HealthKerman University of Medical SciencesKermanIran
- Department of Health Information Sciences, Faculty of Management and Medical Information SciencesKerman University of Medical SciencesKermanIran
| | - Sadrieh H. Gohari
- Medical Informatics Research Center, Institute for Futures Studies in HealthKerman University of Medical SciencesKermanIran
| | - Azam Sabahi
- Department of Health Information Technology, Ferdows School of Health and Allied Medical SciencesBirjand University of Medical SciencesBirjandIran
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Caviola G, Daolio J, Pellegri C, Cigarini F, Braglia L, Foracchia M, Mazzini E, Cerullo L. Learning from Adaptations to the COVID-19 Pandemic: How Teleconsultation Supported Cancer Care Pathways at a Comprehensive Cancer Center in Northern Italy. Cancers (Basel) 2023; 15:cancers15092486. [PMID: 37173952 PMCID: PMC10177335 DOI: 10.3390/cancers15092486] [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: 04/05/2023] [Revised: 04/21/2023] [Accepted: 04/24/2023] [Indexed: 05/15/2023] Open
Abstract
Multidisciplinary team (MDT) meetings are recognized as the gold standard for care management of cancer patients, and during the COVID-19 pandemic they were considered a priority to be maintained. Due to pandemic-related restrictions, MDT meetings were forcibly converted from in-person to telematic format. This retrospective study evaluated the annual performance of four MDT meeting indicators (MDT members' attendance, number of discussed cases, frequency of MDT meetings, and duration) between 2019 and 2022 to report on the implementation of teleconsultation in MDT meetings related to 10 cancer care pathways (CCPs). Over the study period, MDT member participation and the number of discussed cases improved or did not change in 90% (9/10) and 80% (8/10) of the CCPs, respectively. We did not observe significant differences in any of the CCPs included in the study regarding the annual frequency and duration of MDT meeting. Considering the rapidity, extent, and intensity with which telematic tools were adopted due to the COVID-19 pandemic, the results of this study showed that MDT teleconsultation supported the CCPs, and consequently, the delivery of cancer care in COVID-19 times, helping to understand the effects of telematic tools on health care performance and the parties involved.
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Affiliation(s)
- Giada Caviola
- Quality and Accreditation Office, Medical Directorate, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Jessica Daolio
- Quality and Accreditation Office, Medical Directorate, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Carlotta Pellegri
- Quality and Accreditation Office, Medical Directorate, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Francesca Cigarini
- Quality and Accreditation Office, Medical Directorate, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Luca Braglia
- Clinical Trials Center, Research and Statistics Infrastructure, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Marco Foracchia
- Information Technology Unit Department, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Elisa Mazzini
- Scientific Directorate, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Loredana Cerullo
- Quality and Accreditation Office, Medical Directorate, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
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Fonseca SF, Ribeiro ALP, Cimini CCR, Soares TBDC, Delfino-Pereira P, Nogueira LT, Moura RMF, Motta-Santos D, Ribeiro LB, Camargos MCS, Paixão MC, Pires MC, Batchelor J, Marcolino MS. Scale up of implementation of a multidimensional intervention to enhance hypertension and diabetes care at the primary care setting: A protocol for a cluster-randomized study in Brazil. Am Heart J 2023; 262:119-130. [PMID: 37044364 DOI: 10.1016/j.ahj.2023.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 04/04/2023] [Accepted: 04/06/2023] [Indexed: 05/21/2023]
Abstract
BACKGROUND Hypertension and diabetes mellitus (DM) are highly prevalent in low and middle-income countries (LMICs), and the proportion of patients with uncontrolled diseases is higher than in high-income countries. Innovative strategies are required to surpass barriers of low sources, distance and quality of health care. Our aim is to assess the uptake and effectiveness of the implementation of an integrated multidimensional strategy in the primary care setting, for the management of people with hypertension and diabetes mellitus in Brazil. METHODS This scale up implementation study called Control of Hypertension and diAbetes in MINas Gerais (CHArMING) Project has mixed-methods, and comprehends 4 steps: (1) needs assessment, including a standardized structured questionnaire and focus groups with health care practitioners; (2) baseline period, 3 months before the implementation of the intervention; (3) cluster randomized controlled trial (RCT) with a 12-months follow-up period; and (4) a qualitative study after the end of follow-up. The cluster RCT will randomize 35 centers to intervention (n = 18) or usual care (n = 17). Patients ≥18 years old, with diagnosis of hypertension and/or DM, of 5 Brazilian cities in a resource-constrained area will be enrolled. The intervention consists of a multifaceted strategy, with a multidisciplinary approach, including telehealth tools (decision support systems, short message service, telediagnosis), continued education with an approach to issues related to the care of people with hypertension and diabetes in primary care, including pharmacological and non-pharmacological treatment and behavioral change. The project has actions focused on professionals and patients. CONCLUSIONS This study consists of a multidimensional strategy with multidisciplinary approach using digital health to improve the control of hypertension and/or DM in the primary health care setting. We expect to provide the basis for implementing an innovative management program for hypertension and DM in Brazil, aiming to reduce the present and future burden of these diseases in Brazil and other LMICs. CLINICAL TRIAL IDENTIFIER This study was registered in ClinicalTrials.gov. (NCT05660928).
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Affiliation(s)
- Sueli Ferreira Fonseca
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil; Department of Physiotherapy, Universidade Federal dos Vales do Jequitinhonha e Mucuri. Diamantina, Brazil
| | - Antonio Luiz Pinho Ribeiro
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil; Cardiology Service, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil.; Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil; Institute for Health Technology Assessment (IATS). Porto Alegre, Brazil
| | - Christiane Correa Rodrigues Cimini
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil; Medical School, Universidade Federal dos Vales do Jequitinhonha e Mucuri. Teófilo Otoni, Brazil
| | | | - Polianna Delfino-Pereira
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil; Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil; Institute for Health Technology Assessment (IATS). Porto Alegre, Brazil
| | - Lucas Tavares Nogueira
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil
| | - Regina Marcia Faria Moura
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil
| | - Daisy Motta-Santos
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil
| | - Leonardo Bonisson Ribeiro
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil
| | | | - Maria Cristina Paixão
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil
| | - Magda Carvalho Pires
- Department of Statistics, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil
| | - James Batchelor
- Clinical Informatics Research Unit, University of Southampton, Southampton United Kingdom
| | - Milena Soriano Marcolino
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil; Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais. Belo Horizonte, Brazil; Institute for Health Technology Assessment (IATS). Porto Alegre, Brazil.
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Lau J, Pang NQ, Ang C, Tan KK. Insights from an Exploratory Retrospective Cohort Study: Are Face-to-Face Follow-Up Consultations after Colonoscopy a Thing of the Past? Dig Dis 2023; 41:600-603. [PMID: 36966526 PMCID: PMC10627111 DOI: 10.1159/000530165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 03/09/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Colonoscopy is a commonly performed procedure, but most patients will not actually be found with colorectal cancer. Subsequent face-to-face consultations to explain post-colonoscopy findings are common despite the time and cost-saving benefits of teleconsultation, especially in a post-COVID-19 era. This exploratory retrospective study examined the proportion of post-colonoscopy follow-up consultations that could have been converted to teleconsultation within a tertiary hospital in Singapore. METHODS A retrospective cohort of all patients who underwent colonoscopy in the institution from July to September 2019 was identified. All follow-up face-to-face consultations related to the index colonoscopy from the scope date to 6 months post-colonoscopy were traced. Clinical data relevant to the index colonoscopy and these consultations were extracted from electronic medical records. RESULTS The cohort consisted of 859 patients (68.5% male, age range: 18-96 years). Of these, 15 (1.7%) had colorectal cancer, but the majority (n = 643, 74.9%) were scheduled for at least one post-colonoscopy visit - a total of 884 face-to-face clinical visits. The final sample was 682 (77.1%) face-to-face post-colonoscopy visits that did not involve any procedures performed or indicated the need for any subsequent follow-up. CONCLUSION If such "unnecessary" post-colonoscopy consultations exist within our institution, then similar situations possibly occur elsewhere. As COVID-19 continues to periodically tax healthcare systems worldwide, preservation of resources will remain integral alongside quality standards of routine patient care. There is a need for detailed analyses and modeling to hypothesize potential savings by also considering the start-up and maintenance costs of switching to a teleconsultation-dominated system.
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Affiliation(s)
- Jerrald Lau
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Ning-Qi Pang
- Department of Surgery, National University Hospital, Singapore, Singapore
| | - Chermaine Ang
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ker-Kan Tan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Surgery, National University Hospital, Singapore, Singapore
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Starvaggi CA, Travaglini N, Aebi C, Romano F, Steiner I, Sauter TC, Keitel K. www.coronabambini.ch: Development and usage of an online decision support tool for paediatric COVID-19-testing in Switzerland: a cross-sectional analysis. BMJ Open 2023; 13:e063820. [PMID: 36927586 PMCID: PMC10030280 DOI: 10.1136/bmjopen-2022-063820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
OBJECTIVES To describe the development and usage of www.coronabambini.ch as an example of a paediatric electronic public health application and to explore its potential and limitations in providing information on disease epidemiology and public health policy implementation. DESIGN We developed and maintained a non-commercial online decision support tool, www.coronabambini.ch, to translate the Swiss Federal Office of Public Health (FOPH) paediatric (age 0-18 years) COVID-19 guidelines around testing and school/daycare attendance for caregivers, teachers and healthcare personnel. We analysed the online decision tool as well as a voluntary follow-up survey from October 2020 to September 2021 to explore its potential as a surveillance tool for public health policy and epidemiology. PARTICIPANTS 68 269 users accessed and 52 726 filled out the complete online decision tool. 3% (1399/52 726) filled out a voluntary follow-up. 92% (18 797/20 330) of users were parents. RESULTS Certain dynamics of the pandemic and changes in testing strategies were reflected in the data captured by www.coronabambini.ch, for example, in terms of disease epidemiology, gastrointestinal symptoms were reported more frequently in younger age groups (13% (3308/26 180) in children 0-5 years vs 9% (3934/42 089) in children ≥6 years, χ2=184, p≤0.001). As a reflection of public health policy, the proportion of users consulting the tool for a positive contact without symptoms in children 6-12 years increased from 4% (1415/32 215) to 6% (636/9872) after the FOPH loosened testing criteria in this age group, χ2=69, p≤0.001. Adherence to the recommendation was generally high (84% (1131/1352)) but differed by the type of recommendation: 89% (344/385) for 'stay at home and observe', 75% (232/310) for 'school attendance'. CONCLUSIONS Usage of www.coronabambini.ch was generally high in areas where it was developed and promoted. Certain patterns in epidemiology and adherence to public health policy could be depicted but selection bias was difficult to measure showing the potential and challenges of digital decision support as public health tools.
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Affiliation(s)
- Carl Alessandro Starvaggi
- Department of Pediatrics, Division of Pediatric Emergency Medicine, Inselspital University Hospital, Bern, Switzerland
| | | | - Christoph Aebi
- Department of Pediatrics, Inselspital University Hospital, Bern, Switzerland
| | - Fabrizio Romano
- Department of Pediatrics, Division of Pediatric Emergency Medicine, Inselspital University Hospital, Bern, Switzerland
| | - Isabelle Steiner
- Department of Pediatrics, Division of Pediatric Emergency Medicine, Inselspital University Hospital, Bern, Switzerland
| | | | - Kristina Keitel
- Department of Pediatrics, Division of Pediatric Emergency Medicine, Inselspital University Hospital, Bern, Switzerland
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Nogueira-Leite D, Cruz-Correia R. Attitudes of Physicians and Individuals Toward Digital Mental Health Tools: Protocol for a Web-Based Survey Research Project. JMIR Res Protoc 2023; 12:e41040. [PMID: 36917172 PMCID: PMC10131781 DOI: 10.2196/41040] [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: 07/13/2022] [Revised: 12/20/2022] [Accepted: 01/09/2023] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Digital transformation is impacting health care delivery. Great market dynamism is bringing opportunities and concerns alike into public discussion. Digital health apps are a vibrant segment where regulation is emerging, with Germany paving the way with its DiGA (Digitale Gesundheitsanwendungen, in German, meaning digital health apps) program. Simultaneously, mental ill-health constitutes a global health concern, and prevalence is expected to worsen due to the COVID-19 pandemic and its containment measures. Portugal and its National Health System may be a useful testbed for digital health interventions. OBJECTIVE The paper outlines the protocol for a research project on the attitudes of physicians and potential users toward digital mental health apps to improve access to care, patient outcomes, and reduce the burden of disease of mental ill-health. METHODS Web surveys will be conducted to acquire data from the main stakeholders (physicians and the academic community). Data analysis will replicate the statistical analysis performed in the studies from Dahlhausen and Borghouts to derive conclusions regarding the relative acceptance and likelihood of successful implementation of digital mental health apps in Portugal. RESULTS The findings of the proposed studies will elicit important information on how physicians and individuals perceive digital mental health app interventions to improve access to care, patient outcomes, and reduce the burden of disease of mental ill-health. Data collection ran between September 26 and November 6, 2022, for the first study and September 20 and October 20, 2022, for the second study. We obtained 160 responses to the first study's survey and 539 answers to the second study's survey. Data analysis is concluded, and both studies' results are expected to be published in 2023. CONCLUSIONS The results of the studies projected in this research protocol will have implications for researchers and academia, industry, and policy makers concerning the adoption and implementation of digital health mental apps and associated interventions. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/41040.
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Affiliation(s)
- Diogo Nogueira-Leite
- Department of Community Medicine, Information and Decision in Health, Faculty of Medicine, University of Porto, Porto, Portugal.,Nova School of Business and Economics Health and Economics Knowledge Center, New University of Lisbon, Lisbon, Portugal.,Programme in Health Data Science, Faculty of Medicine, University of Porto, Porto, Portugal
| | - Ricardo Cruz-Correia
- Department of Community Medicine, Information and Decision in Health, Faculty of Medicine, University of Porto, Porto, Portugal.,Center for Health Technology and Services Research, Porto, Portugal
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Frisinger A, Papachristou P. The voice of healthcare: introducing digital decision support systems into clinical practice - a qualitative study. BMC PRIMARY CARE 2023; 24:67. [PMID: 36907875 PMCID: PMC10008705 DOI: 10.1186/s12875-023-02024-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 03/01/2023] [Indexed: 03/14/2023]
Abstract
BACKGROUND There is a need to accelerate digital transformation in healthcare to meet increasing needs and demands. The accuracy of medical digital diagnosis tools is improving. The introduction of new technology in healthcare can however be challenging and it is unclear how it should be done to reach desired results. The aim of this study was to explore perceptions and experiences of introducing new Information Technology (IT) in a primary healthcare organisation, exemplified with a Clinical Decision Support System (CDSS) for malignant melanoma. METHODS A qualitative interview-based study was performed in Region Stockholm, Sweden, with fifteen medical doctors representing three different organisational levels - primary care physician, primary healthcare centre manager, and regional manager/chief medical officer. In addition, one software provider was included. Interview data were analysed according to content analysis. RESULTS One central theme "Introduction of digital CDSS in primary healthcare requires a multidimensional perspective and handling" along with seven main categories and thirty-three subcategories emerged from the analysis. Digital transformation showed to be key for current healthcare providers to stay relevant and competitive. However, healthcare represents a closed community, very capable but with lack of time, fostered to be sceptical to new why change needs to bring true value and be inspired by people with medical background to motivate the powerful frontline. CONCLUSIONS This qualitative study revealed structured information of what goes wrong and right and what needs to be considered when driving digital change in primary care organisations. The task shows to be complex and the importance of listening to the voice of healthcare is valuable for understanding the conditions that need to be fulfilled when adopting new technology into a healthcare organization. By considering the findings of this study upcoming digital transformations can improve their success-rate. The information may also be used in developing a holistic approach or framework model, adapted to primary health care, that can support and accelerate the needed digitalization in healthcare as such.
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Affiliation(s)
- Ann Frisinger
- Study Programme in Medicine, Karolinska Institutet, Stockholm, Sweden.
| | - Panagiotis Papachristou
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, SE-141 83, Stockholm, Sweden.
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Nagino K, Okumura Y, Yamaguchi M, Sung J, Nagao M, Fujio K, Akasaki Y, Huang T, Hirosawa K, Iwagami M, Midorikawa-Inomata A, Fujimoto K, Eguchi A, Okajima Y, Kakisu K, Tei Y, Yamaguchi T, Tomida D, Fukui M, Yagi-Yaguchi Y, Hori Y, Shimazaki J, Nojiri S, Morooka Y, Yee A, Miura M, Ohno M, Inomata T. Diagnostic Ability of a Smartphone App for Dry Eye Disease: Protocol for a Multicenter, Open-Label, Prospective, and Cross-sectional Study. JMIR Res Protoc 2023; 12:e45218. [PMID: 36912872 PMCID: PMC10131757 DOI: 10.2196/45218] [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: 12/23/2022] [Revised: 01/31/2023] [Accepted: 01/31/2023] [Indexed: 03/14/2023] Open
Abstract
BACKGROUND Dry eye disease (DED) is one of the most common ocular surface diseases. Numerous patients with DED remain undiagnosed and inadequately treated, experiencing various subjective symptoms and a decrease in quality of life and work productivity. A mobile health smartphone app, namely, the DEA01, has been developed as a noninvasive, noncontact, and remote screening device, in the context of an ongoing paradigm shift in the health care system, to facilitate a diagnosis of DED. OBJECTIVE This study aimed to evaluate the capabilities of the DEA01 smartphone app to facilitate a DED diagnosis. METHODS In this multicenter, open-label, prospective, and cross-sectional study, the test method will involve using the DEA01 smartphone app to collect and evaluate DED symptoms, based on the Japanese version of the Ocular Surface Disease Index (J-OSDI), and to measure the maximum blink interval (MBI). The standard method will then involve a paper-based J-OSDI evaluation of subjective symptoms of DED and tear film breakup time (TFBUT) measurement in an in-person encounter. We will allocate 220 patients to DED and non-DED groups, based on the standard method. The primary outcome will be the sensitivity and specificity of the DED diagnosis according to the test method. Secondary outcomes will be the validity and reliability of the test method. The concordance rate, positive and negative predictive values, and the likelihood ratio between the test and standard methods will be assessed. The area under the curve of the test method will be evaluated using a receiver operating characteristic curve. The internal consistency of the app-based J-OSDI and the correlation between the app-based J-OSDI and paper-based J-OSDI will be assessed. A DED diagnosis cutoff value for the app-based MBI will be determined using a receiver operating characteristic curve. The app-based MBI will be assessed to determine a correlation between a slit lamp-based MBI and TFBUT. Adverse events and DEA01 failure data will be collected. Operability and usability will be assessed using a 5-point Likert scale questionnaire. RESULTS Patient enrollment will start in February 2023 and end in July 2023. The findings will be analyzed in August 2023, and the results will be reported from March 2024 onward. CONCLUSIONS This study may have implications in identifying a noninvasive, noncontact route to facilitate a diagnosis of DED. The DEA01 may enable a comprehensive diagnostic evaluation within a telemedicine setting and facilitate early intervention for undiagnosed patients with DED confronting health care access barriers. TRIAL REGISTRATION Japan Registry of Clinical Trials jRCTs032220524; https://jrct.niph.go.jp/latest-detail/jRCTs032220524. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/45218.
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Affiliation(s)
- Ken Nagino
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yuichi Okumura
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Masahiro Yamaguchi
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Jaemyoung Sung
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Morsani College of Medicine, University of South Florida, Tampa, FL, United States
| | - Masashi Nagao
- Department of Orthopedics, Juntendo University Faculty of Medicine, Tokyo, Japan.,Medical Technology Innovation Center, Juntendo University, Tokyo, Japan.,Graduate School of Health and Sports Science, Juntendo University, Tokyo, Japan
| | - Kenta Fujio
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yasutsugu Akasaki
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Tianxiang Huang
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kunihiko Hirosawa
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Masao Iwagami
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Akie Midorikawa-Inomata
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Keiichi Fujimoto
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Atsuko Eguchi
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yukinobu Okajima
- Department of Ophthalmology, Toho University Omori Medical Center, Tokyo, Japan
| | - Koji Kakisu
- Department of Ophthalmology, Toho University Omori Medical Center, Tokyo, Japan
| | - Yuto Tei
- Department of Ophthalmology, Toho University Omori Medical Center, Tokyo, Japan
| | - Takefumi Yamaguchi
- Department of Ophthalmology, Tokyo Dental College Ichikawa General Hospital, Chiba, Japan
| | - Daisuke Tomida
- Department of Ophthalmology, Tokyo Dental College Ichikawa General Hospital, Chiba, Japan
| | - Masaki Fukui
- Department of Ophthalmology, Tokyo Dental College Ichikawa General Hospital, Chiba, Japan
| | - Yukari Yagi-Yaguchi
- Department of Ophthalmology, Tokyo Dental College Ichikawa General Hospital, Chiba, Japan
| | - Yuichi Hori
- Department of Ophthalmology, Toho University Omori Medical Center, Tokyo, Japan
| | - Jun Shimazaki
- Department of Ophthalmology, Tokyo Dental College Ichikawa General Hospital, Chiba, Japan
| | - Shuko Nojiri
- Medical Technology Innovation Center, Juntendo University, Tokyo, Japan
| | - Yuki Morooka
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Alan Yee
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Maria Miura
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Mizu Ohno
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Takenori Inomata
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.,Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan.,AI Incubation Farm, Juntendo University Graduate School of Medicine, Tokyo, Japan
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Hendricks-Sturrup R, Lu CY. An Assessment of Perspectives and Concerns Among Research Participants of Childbearing Age Regarding the Health-Relatedness of Data, Online Data Privacy, and Donating Data to Researchers: Survey Study. J Med Internet Res 2023; 25:e41937. [PMID: 36897637 PMCID: PMC10039398 DOI: 10.2196/41937] [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] [Received: 08/15/2022] [Revised: 11/26/2022] [Accepted: 02/24/2023] [Indexed: 03/11/2023] Open
Abstract
BACKGROUND The June 2022 US Supreme Court decision to ban abortion care in Dobbs v Jackson Women's Health Organization sparked ominous debate about the privacy and safety of women and families of childbearing age with digital footprints who actively engage in family planning, including abortion and miscarriage care. OBJECTIVE To assess the perspectives of a subpopulation of research participants of childbearing age regarding the health-relatedness of their digital data, their concerns about the use and sharing of personal data online, and their concerns about donating data from various sources to researchers today or in the future. METHODS An 18-item electronic survey was developed using Qualtrics and administered to adults (aged ≥18 years) registered in the ResearchMatch database in April 2021. Individuals were invited to participate in the survey regardless of health status, race, gender, or any other mutable or immutable characteristics. Descriptive statistical analyses were conducted using Microsoft Excel and manual queries (single layer, bottom-up topic modeling) and used to categorize illuminating quotes from free-text survey responses. RESULTS A total of 470 participants initiated the survey and 402 completed and submitted the survey (for an 86% completion rate). Nearly half the participants (189/402, 47%) self-reported to be persons of childbearing age (18 to 50 years). Most participants of childbearing age agreed or strongly agreed that social media data, email data, text message data, Google search history data, online purchase history data, electronic medical record data, fitness tracker and wearable data, credit card statement data, and genetic data are health-related. Most participants disagreed or strongly disagreed that music streaming data, Yelp review and rating data, ride-sharing history data, tax records and other income history data, voting history data, and geolocation data are health-related. Most (164/189, 87%) participants were concerned about fraud or abuse based on their personal information, online companies and websites sharing information with other parties without consent, and online companies and websites using information for purposes that are not explicitly stated in their privacy policies. Free-text survey responses showed that participants were concerned about data use beyond scope of consent; exclusion from health care and insurance; government and corporate mistrust; and data confidentiality, security, and discretion. CONCLUSIONS Our findings in light of Dobbs and other related events indicate there are opportunities to educate research participants about the health-relatedness of their digital data. Developing strategies and best privacy practices for discretion regarding digital-footprint data related to family planning should be a priority for companies, researchers, families, and other stakeholders.
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Affiliation(s)
- Rachele Hendricks-Sturrup
- Duke-Margolis Center for Health Policy, Washington, DC, United States
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, United States
- Department of Interdisciplinary Health Studies, Ohio University, Athens, GA, United States
| | - Christine Y Lu
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, United States
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Sony M, Antony J, Tortorella GL. Critical Success Factors for Successful Implementation of Healthcare 4.0: A Literature Review and Future Research Agenda. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4669. [PMID: 36901679 PMCID: PMC10001551 DOI: 10.3390/ijerph20054669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 06/18/2023]
Abstract
The digitization of healthcare services is a major shift in the manner in which healthcare services are offered and managed in the modern era. The COVID-19 pandemic has speeded up the use of digital technologies in the healthcare sector. Healthcare 4.0 (H4.0) is much more than the adoption of digital tools, however; going beyond that, it is the digital transformation of healthcare. The successful implementation of H 4.0 presents a challenge as social and technical factors must be considered. This study, through a systematic literature review, expounds ten critical success factors for the successful implementation of H 4.0. Bibliometric analysis of existing articles is also carried out to understand the development of knowledge in this domain. H 4.0 is rapidly gaining prominence, and a comprehensive review of critical success factors in this area has yet to be conducted. Conducting such a review makes a valuable contribution to the body of knowledge in healthcare operations management. Furthermore, this study will also help healthcare practitioners and policymakers to develop strategies to manage the ten critical success factors while implementing H 4.0.
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Affiliation(s)
- Michael Sony
- WITS Business School, University of Witwatersrand, Johannesburg 2158, South Africa
- Oxford Brookes Business School, Oxford Brookes University, Oxford OX3 0BP, UK
| | - Jiju Antony
- Department of Industrial and Systems Engineering, Khalifa University, Abu Dhabi P.O. Box 127788, United Arab Emirates
| | - Guilherme L. Tortorella
- Mechanical Engineering Department, The University of Melbourne, Melbourne, VIC 3010, Australia
- IAE Business School, Universidad Austral, Buenos Aires B1630FHB, Argentina
- Production Engineering Department, Universidade Federal de Santa Catarina, Florianopolis 88040-900, SC, Brazil
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66
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Parsons SL, Daliya P, Evans P, Lobo DN. Digital Informed Consent: Modernising Information Sharing in Surgery to Empower Patients. World J Surg 2023; 47:649-657. [PMID: 36463388 PMCID: PMC9734622 DOI: 10.1007/s00268-022-06846-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/14/2022] [Indexed: 12/07/2022]
Abstract
BACKGROUND Despite the 2015 Montgomery Ruling highlighting key requisites for informed consent, little has changed to modernise data-sharing and documentation of the consent process. It can be difficult to gauge patient understanding and address all patient concerns in time-limited appointments. We aimed to assess the feasibility of a digital information-sharing platform to support a move towards a digital informed consent process. METHODS All adult patients referred to a single centre with symptomatic gallstones were invited to use a digital information-sharing platform to support the informed consent process prior to their first surgical clinic appointment. The platform provided patients with multimedia information on gallstones and available treatment options. It recorded the time spent accessing information, asked patients multiple choice questions (MCQs) to allow a self-test of understanding, documented a summary medical history, and allowed free text for patient questions. This information was summarised into a clinical report to support outpatient clinic consultations. RESULTS Of the 349 patients registered to use the digital platform, 203 (58.2%) [165 (81.3%) female, mean age 47.6 years (range 19-84 years)] completed all modules necessary to generate a clinical report. Some 130 patients (64.0%) answered all 10 MCQs correctly and spent a mean of 18.7 min (range 3-88 min) reading the consent information. Most patient-reported medical histories were deemed to be accurate. CONCLUSION Despite difficulties with access, resulting in drop-outs, patients welcomed the opportunity to receive information digitally, prior to their consultation. Patients described feeling empowered and better informed to be involved in decision-making.
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Affiliation(s)
- Simon L Parsons
- Trent Oesophago-Gastric Unit, Nottingham University Hospitals NHS Trust, City Hospital Campus, Hucknall Road, Nottingham, UK
- Gastrointestinal Surgery, Nottingham Digestive Diseases Centre and National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Queen's Medical Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
- EIDO Healthcare Limited, Bridgford Business Centre, 29 Bridgford Road, Nottingham, UK
| | - Prita Daliya
- Trent Oesophago-Gastric Unit, Nottingham University Hospitals NHS Trust, City Hospital Campus, Hucknall Road, Nottingham, UK
- Gastrointestinal Surgery, Nottingham Digestive Diseases Centre and National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Queen's Medical Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Phil Evans
- EIDO Healthcare Limited, Bridgford Business Centre, 29 Bridgford Road, Nottingham, UK
| | - Dileep N Lobo
- Gastrointestinal Surgery, Nottingham Digestive Diseases Centre and National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Queen's Medical Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK.
- MRC Versus Arthritis Centre for Musculoskeletal Ageing Research, Queen's Medical Centre, School of Life Sciences, University of Nottingham, Nottingham, UK.
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Zang S, Zhang X, Xing Y, Chen J, Lin L, Hou Z. Applications of Social Media and Digital Technologies in COVID-19 Vaccination: Scoping Review. J Med Internet Res 2023; 25:e40057. [PMID: 36649235 PMCID: PMC9924059 DOI: 10.2196/40057] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 12/18/2022] [Accepted: 01/13/2023] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Social media and digital technologies have played essential roles in disseminating information and promoting vaccination during the COVID-19 pandemic. There is a need to summarize the applications and analytical techniques of social media and digital technologies in monitoring vaccine attitudes and administering COVID-19 vaccines. OBJECTIVE We aimed to synthesize the global evidence on the applications of social media and digital technologies in COVID-19 vaccination and to explore their avenues to promote COVID-19 vaccination. METHODS We searched 6 databases (PubMed, Scopus, Web of Science, Embase, EBSCO, and IEEE Xplore) for English-language articles from December 2019 to August 2022. The search terms covered keywords relating to social media, digital technology, and COVID-19 vaccines. Articles were included if they provided original descriptions of applications of social media or digital health technologies/solutions in COVID-19 vaccination. Conference abstracts, editorials, letters, commentaries, correspondence articles, study protocols, and reviews were excluded. A modified version of the Appraisal Tool for Cross-Sectional Studies (AXIS tool) was used to evaluate the quality of social media-related studies. The review was undertaken with the guidance of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews. RESULTS A total of 178 articles were included in our review, including 114 social media articles and 64 digital technology articles. Social media has been applied for sentiment/emotion analysis, topic analysis, behavioral analysis, dissemination and engagement analysis, and information quality analysis around COVID-19 vaccination. Of these, sentiment analysis and topic analysis were the most common, with social media data being primarily analyzed by lexicon-based and machine learning techniques. The accuracy and reliability of information on social media can seriously affect public attitudes toward COVID-19 vaccines, and misinformation often leads to vaccine hesitancy. Digital technologies have been applied to determine the COVID-19 vaccination strategy, predict the vaccination process, optimize vaccine distribution and delivery, provide safe and transparent vaccination certificates, and perform postvaccination surveillance. The applied digital technologies included algorithms, blockchain, mobile health, the Internet of Things, and other technologies, although with some barriers to their popularization. CONCLUSIONS The applications of social media and digital technologies in addressing COVID-19 vaccination-related issues represent an irreversible trend. Attention should be paid to the ethical issues and health inequities arising from the digital divide while applying and promoting these technologies.
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Affiliation(s)
- Shujie Zang
- School of Public Health, Fudan University, Shanghai, China
- Global Health Institute, Fudan University, Shanghai, China
| | - Xu Zhang
- School of Public Health, Fudan University, Shanghai, China
- Global Health Institute, Fudan University, Shanghai, China
| | - Yuting Xing
- School of Public Health, Fudan University, Shanghai, China
- Global Health Institute, Fudan University, Shanghai, China
| | - Jiaxian Chen
- School of Public Health, Fudan University, Shanghai, China
| | - Leesa Lin
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong, SAR, China
| | - Zhiyuan Hou
- School of Public Health, Fudan University, Shanghai, China
- Global Health Institute, Fudan University, Shanghai, China
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Huang DW, Liu B, Bi J, Wang J, Wang M, Wang H. A coalitional game-based joint monitoring mechanism for combating COVID-19. COMPUTER COMMUNICATIONS 2023; 199:168-176. [PMID: 36589785 PMCID: PMC9793961 DOI: 10.1016/j.comcom.2022.12.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 11/14/2022] [Accepted: 12/17/2022] [Indexed: 06/17/2023]
Abstract
In the absence of effective treatment for COVID-19, disease prevention and control have become a top priority across the world. However, the general lack of effective cooperation between communities makes it difficult to suppress the community spread of the global pandemic; hence repeated outbreaks of COVID-19 have become the norm. To address this problem, this paper considers community cooperation in disease monitoring and designs a joint epidemic monitoring mechanism, in which adjacent communities cooperate to enhance their monitoring capability. In this work, we formulate the epidemiological monitoring process as a coalitional game. Then, we propose a Shapley value-based payoffs distribution scheme for the coalitional game. A comprehensive analytical framework is developed to evaluate the advantages and sustainability of the cooperation between communities. Experimental results show that the proposed mechanism performs much better than the conventional non-cooperative monitoring design and can greatly increase each community's payoffs.
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Affiliation(s)
- Da-Wen Huang
- College of Computer Science, Sichuan Normal University, Chengdu, 610066, Sichuan, China
| | - Bing Liu
- Zhejiang Institute of Industry and Information Technology, Hangzhou, Zhejiang, China
| | - Jichao Bi
- State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, 310058, Zhejiang, China
- Zhejiang Institute of Industry and Information Technology, Hangzhou, Zhejiang, China
| | - Jingpei Wang
- State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Mengzhi Wang
- State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, 310058, Zhejiang, China
| | - Huan Wang
- Guangdong Institute of Scientific and Technical Information, Guangzhou, Guangdong, China
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ZHAO W, CHONG YY, CHIEN WT. Effectiveness of cognitive-based interventions for improving body image of breast cancer patients: A systematic review and meta-analysis. Asia Pac J Oncol Nurs 2023; 10:100213. [PMID: 37089782 PMCID: PMC10120298 DOI: 10.1016/j.apjon.2023.100213] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 02/16/2023] [Indexed: 02/25/2023] Open
Abstract
Objective Breast cancer patients often suffer from body image disturbance due to impairment of their body/appearance resulting from surgeries, other cancer treatments, and/or their complications. Cognitive-based interventions (CBIs) have recently been adopted for patients having breast cancer but their effects on improving body image are uncertain. This systematic review aimed to examine the effects of CBIs on body image in these patients, identify the optimal dose, characteristics, and/or component(s) of an effective intervention for these patients to inform future research and practice. Methods According to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework, ten online databases and five search engines were used to search for eligible studies. Quality appraisal of included studies and meta-analysis results were conducted using Rob 2 and Grading of Recommendations Assessment, Development and Evaluation profiler Guideline Development Tool, respectively. RevMan and comprehensive meta-analysis software were used to perform data analysis and synthesis. Results Eleven eligible randomized controlled trials (RCTs) examining the effects of cognitive behavioral, acceptance and commitment, mindfulness, and self-compassion therapies were reviewed. Results of the meta-analysis showed that CBIs significantly reduced negative body image perception (Standardised Mean Difference, SMD = -0.49, 95% confidence interval [CI], [-0.87, -0.11], I 2 = 81%, 6 RCTs, 758 participants), when compared to the control groups (mainly usual care) at immediately post-intervention; in which, CBT-based (SMD = -0.37, 95% CI (-0.60, -0.13), I 2 = 0%) and group-based (SMD = -0.38, 95% CI (-0.62, -0.13), I 2 = 0%) programs had more consistent and significant effects. Conclusions In view of the highly heterogeneous and limited RCTs identified, high-quality controlled trials of CBIs for improving the body image of patients having breast cancer are suggested. Systematic review registration PROSPERO, CRD42021259173.
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Oulousian E, Chung SH, Ganni E, Razaghizad A, Zhang G, Avram R, Sharma A. Voice-Based Screening for SARS-CoV-2 Exposure in Cardiovascular Clinics (VOICE-COVID-19-II): Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2023; 12:e41209. [PMID: 36719720 PMCID: PMC9891354 DOI: 10.2196/41209] [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: 07/19/2022] [Revised: 12/04/2022] [Accepted: 12/05/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic has disrupted the health care system, limiting health care resources such as the availability of health care professionals, patient monitoring, contact tracing, and continuous surveillance. As a result of this significant burden, digital tools have become an important asset in increasing the efficiency of patient care delivery. Digital tools can help support health care institutions by tracking transmission of the virus, aiding in the screening process, and providing telemedicine support. However, digital health tools face challenges associated with barriers to accessibility, efficiency, and privacy-related ethical issues. OBJECTIVE This paper describes the study design of an open-label, noninterventional, crossover, randomized controlled trial aimed at assessing whether interactive voice response systems can screen for SARS-CoV-2 in patients as accurately as standard screening done by people. The study aims to assess the concordance and interrater reliability of symptom screening done by Amazon Alexa compared to manual screening done by research coordinators. The perceived level of comfort of patients when interacting with voice response systems and their personal experience will also be evaluated. METHODS A total of 52 patients visiting the heart failure clinic at the Royal Victoria Hospital of the McGill University Health Center, in Montreal, Quebec, will be recruited. Patients will be randomly assigned to first be screened for symptoms of SARS-CoV-2 either digitally, by Amazon Alexa, or manually, by the research coordinator. Participants will subsequently be crossed over and screened either digitally or manually. The clinical setup includes an Amazon Echo Show, a tablet, and an uninterrupted power supply mounted on a mobile cart. The primary end point will be the interrater reliability on the accuracy of randomized screening data performed by Amazon Alexa versus research coordinators. The secondary end point will be the perceived level of comfort and app engagement of patients as assessed using 5-point Likert scales and binary mode responses. RESULTS Data collection started in May 2021 and is expected to be completed in fall 2022. Data analysis is expected to be completed in early 2023. CONCLUSIONS The use of voice-based assistants could improve the provision of health services and reduce the burden on health care personnel. Demonstrating a high interrater reliability between Amazon Alexa and health care coordinators may serve future digital tools to streamline the screening and delivery of care in the context of other conditions and clinical settings. The COVID-19 pandemic occurs during the first digital era using digital tools such as Amazon Alexa for disease screening, and it represents an opportunity to implement such technology in health care institutions in the long term. TRIAL REGISTRATION ClinicalTrials.gov NCT04508972; https://clinicaltrials.gov/ct2/show/NCT04508972. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/41209.
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Affiliation(s)
- Emily Oulousian
- DREAM-CV Lab, McGill University Health Centre, McGill University, Montreal, QC, Canada
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, McGill University, Montreal, QC, Canada
- Division of Cardiology, McGill University Health Centre, McGill University, Montreal, QC, Canada
| | - Seok Hoon Chung
- DREAM-CV Lab, McGill University Health Centre, McGill University, Montreal, QC, Canada
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, McGill University, Montreal, QC, Canada
- Division of Cardiology, McGill University Health Centre, McGill University, Montreal, QC, Canada
| | - Elie Ganni
- DREAM-CV Lab, McGill University Health Centre, McGill University, Montreal, QC, Canada
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, McGill University, Montreal, QC, Canada
- Division of Cardiology, McGill University Health Centre, McGill University, Montreal, QC, Canada
| | - Amir Razaghizad
- DREAM-CV Lab, McGill University Health Centre, McGill University, Montreal, QC, Canada
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, McGill University, Montreal, QC, Canada
- Division of Cardiology, McGill University Health Centre, McGill University, Montreal, QC, Canada
| | - Guang Zhang
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, McGill University, Montreal, QC, Canada
| | - Robert Avram
- Division of Cardiology, University of Ottawa, Ottawa, ON, Canada
- Montreal Heart Institute, University of Montreal, Montreal, QC, Canada
| | - Abhinav Sharma
- DREAM-CV Lab, McGill University Health Centre, McGill University, Montreal, QC, Canada
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, McGill University, Montreal, QC, Canada
- Division of Cardiology, McGill University Health Centre, McGill University, Montreal, QC, Canada
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Szeto SG, Wan H, Alavinia M, Dukelow S, MacNeill H. Effect of mobile application types on stroke rehabilitation: a systematic review. J Neuroeng Rehabil 2023; 20:12. [PMID: 36694257 PMCID: PMC9872745 DOI: 10.1186/s12984-023-01124-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Accepted: 01/07/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Stroke is a significant contributor of worldwide disability and morbidity with substantial economic consequences. Rehabilitation is a vital component of stroke recovery, but inpatient stroke rehabilitation programs can struggle to meet the recommended hours of therapy per day outlined by the Canadian Stroke Best Practices and American Heart Association. Mobile applications (apps) are an emerging technology which may help bridge this deficit, however this area is understudied. The purpose of this study is to review the effect of mobile apps for stroke rehabilitation on stroke impairments and functional outcomes. Specifically, this paper will delve into the impact of varying mobile app types on stroke rehabilitation. METHODS This systematic review included 29 studies: 11 randomized control trials and 18 quasi-experimental studies. Data extrapolation mapped 5 mobile app types (therapy apps, education apps, rehab videos, reminders, and a combination of rehab videos with reminders) to stroke deficits (motor paresis, aphasia, neglect), adherence to exercise, activities of daily living (ADLs), quality of life, secondary stroke prevention, and depression and anxiety. RESULTS There were multiple studies supporting the use of therapy apps for motor paresis or aphasia, rehab videos for exercise adherence, and reminders for exercise adherence. For permutations involving other app types with stroke deficits or functional outcomes (adherence to exercise, ADLs, quality of life, secondary stroke prevention, depression and anxiety), the results were either non-significant or limited by a paucity of studies. CONCLUSION Mobile apps demonstrate potential to assist with stroke recovery and augment face to face rehabilitation, however, development of a mobile app should be carefully planned when targeting specific stroke deficits or functional outcomes. This study found that mobile app types which mimicked principles of effective face-to-face therapy (massed practice, task-specific practice, goal-oriented practice, multisensory stimulation, rhythmic cueing, feedback, social interaction, and constraint-induced therapy) and education (interactivity, feedback, repetition, practice exercises, social learning) had the greatest benefits. Protocol registration PROPSERO (ID CRD42021186534). Registered 21 February 2021.
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Affiliation(s)
- Stephen G. Szeto
- grid.17063.330000 0001 2157 2938Division of Physical Medicine & Rehabilitation, Department of Medicine, University of Toronto, Toronto, Canada ,grid.231844.80000 0004 0474 0428UHN Toronto Rehab Institute, 550 University Avenue, Toronto, ON M5G 2A2 Canada
| | - Hoyee Wan
- grid.17063.330000 0001 2157 2938Division of Plastic, Reconstructive, and Aesthetic Surgery, University of Toronto, Toronto, Canada
| | - Mohammad Alavinia
- grid.17063.330000 0001 2157 2938Division of Physical Medicine & Rehabilitation, Department of Medicine, University of Toronto, Toronto, Canada
| | - Sean Dukelow
- grid.22072.350000 0004 1936 7697Division of Physical Medicine & Rehabilitation, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Heather MacNeill
- grid.17063.330000 0001 2157 2938Division of Physical Medicine & Rehabilitation, Department of Medicine, University of Toronto, Toronto, Canada ,grid.492573.e0000 0004 6477 6457Physical Medicine & Rehabilitation, Hennick Bridgepoint Hospital, Sinai Health System, Toronto, Canada
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Hansen MA, Chen R, Hirth J, Langabeer J, Zoorob R. Impact of COVID-19 lockdown on patient-provider electronic communications. J Telemed Telecare 2023:1357633X221146810. [PMID: 36659875 PMCID: PMC9892807 DOI: 10.1177/1357633x221146810] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 11/30/2022] [Indexed: 01/21/2023]
Abstract
BACKGROUND SARS CoV-2 virus (COVID-19) impacted the practice of healthcare in the United States, with technology being used to facilitate access to care and reduce iatrogenic spread. Since then, patient message volume to primary care providers has increased. However, the volume and trend of electronic communications after lockdown remain poorly described in the literature. METHODS All incoming inbox items (telephone calls, refill requests, and electronic messages) sent to providers from patients amongst four primary care clinics were collected. Inbox item rates were calculated as a ratio of items per patient encountered each week. Trends in inbox rates were assessed during 12 months before and after lockdown (March 1st, 2020). Logistic regression was utilized to examine the effects of the lockdown on inbox item rate post-COVID-19 lockdown as compared to the pre-lockdown period. RESULTS Before COVID-19 lockdown, 2.07 new inbox items per encounter were received, which increased to 2.83 items after lockdown. However, only patient-initiated electronic messages increased after lockdown and stabilized at a rate higher than the pre-COVID-19 period (aRR 1.27, p-value < 0.001). In contrast, prescription refill requests and telephone calls quickly spiked, then returned to pre-lockdown levels. CONCLUSION Based on our observations, providers experienced a quick increase in all inbox items. However, only electronic messages had a sustained increase, exacerbating the workload of administrators, staff, and clinical providers. This study directly correlates healthcare technology adoption to a significant disruptive event but also shows additional challenges to the healthcare system that must be considered with these changes.
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Affiliation(s)
- Michael A. Hansen
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX, USA
- Department of Health Management and Policy, University of Texas School of Biomedical Informatics, Houston, TX, USA
| | - Rebecca Chen
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Jacqueline Hirth
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX, USA
| | - James Langabeer
- Department of Health Management and Policy, University of Texas School of Biomedical Informatics, Houston, TX, USA
| | - Roger Zoorob
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX, USA
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Teixeira F, Li E, Laranjo L, Collins C, Irving G, Fernandez MJ, Car J, Ungan M, Petek D, Hoffman R, Majeed A, Nessler K, Lingner H, Jimenez G, Darzi A, Jácome C, Neves AL. Digital maturity and its determinants in General Practice: A cross-sectional study in 20 countries. Front Public Health 2023; 10:962924. [PMID: 36711349 PMCID: PMC9880412 DOI: 10.3389/fpubh.2022.962924] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 12/20/2022] [Indexed: 01/15/2023] Open
Abstract
Background The extent to which digital technologies are employed to promote the delivery of high-quality healthcare is known as Digital Maturity. Individual and systemic digital maturity are both necessary to ensure a successful, scalable and sustainable digital transformation in healthcare. However, digital maturity in primary care has been scarcely evaluated. Objectives This study assessed the digital maturity in General Practice (GP) globally and evaluated its association with participants' demographic characteristics, practice characteristics and features of Electronic Health Records (EHRs) use. Methods GPs across 20 countries completed an online questionnaire between June and September 2020. Demographic data, practice characteristics, and features of EHRs use were collected. Digital maturity was evaluated through a framework based on usage, resources and abilities (divided in this study in its collective and individual components), interoperability, general evaluation methods and impact of digital technologies. Each dimension was rated as 1 or 0. The digital maturity score was calculated as the sum of the six dimensions and ranged between 0 to 6 (maximum digital maturity). Multivariable linear regression was used to model the total score, while multivariable logistic regression was used to model the probability of meeting each dimension of the score. Results One thousand six hundred GPs (61% female, 68% Europeans) participated. GPs had a median digital maturity of 4 (P25-P75: 3-5). Positive associations with digital maturity were found with: male gender [B = 0.18 (95% CI 0.01; 0.36)], use of EHRs for longer periods [B = 0.45 (95% CI 0.35; 0.54)] and higher frequencies of access to EHRs [B = 0.33 (95% CI 0.17; 0.48)]. Practicing in a rural setting was negatively associated with digital maturity [B = -0.25 (95%CI -0.43; -0.08)]. Usage (90%) was the most acknowledged dimension while interoperability (47%) and use of best practice general evaluation methods (28%) were the least. Shorter durations of EHRs use were negatively associated with all digital maturity dimensions (aOR from 0.09 to 0.77). Conclusion Our study demonstrated notable factors that impact digital maturity and exposed discrepancies in digital transformation across healthcare settings. It provides guidance for policymakers to develop more efficacious interventions to hasten the digital transformation of General Practice.
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Affiliation(s)
- Fábia Teixeira
- Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Edmond Li
- Institute of Global Health Innovation, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Liliana Laranjo
- Westmead Applied Research Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia,Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
| | | | - Greg Irving
- Health Research Institute, Edge Hill University, Ormskirk, United Kingdom
| | - Maria Jose Fernandez
- Galicia South Health Research Institute, Vigo, Spain,Leiro Health Center, Leiro, Spain
| | - Josip Car
- Center for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore,Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
| | - Mehmet Ungan
- Department of Family Medicine, Ankara University School of Medicine, Ankara, Türkiye
| | - Davorina Petek
- Department of Family Medicine, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Robert Hoffman
- Department of Family Medicine, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Azeem Majeed
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
| | - Katarzyna Nessler
- Department of Family Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Heidrun Lingner
- Center for Public Health and Healthcare, German Center for Lung Research (DZL), Giessen, Germany,BREATH Hannover, Hannover Medical School, Hanover, Germany
| | - Geronimo Jimenez
- Center for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore,Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands
| | - Ara Darzi
- Institute of Global Health Innovation, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Cristina Jácome
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Ana Luísa Neves
- Institute of Global Health Innovation, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom,Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom,CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal,*Correspondence: Ana Luísa Neves ✉
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74
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Kim H, Choi H, Jung YI, Kim E, Lee W, Yi JY. Evaluation of a technology-enhanced, integrated community health and wellness program for seniors (HWePS): protocol of a non-randomized comparison trial. BMC Public Health 2023; 23:25. [PMID: 36604644 PMCID: PMC9813466 DOI: 10.1186/s12889-022-14921-z] [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: 09/15/2022] [Accepted: 12/20/2022] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Healthy aging for all in the community is a shared public health agenda for countries with aging populations, but there is a lack of empirical evidence on community-wide preventive models that promote the health of older people residing in socially-disadvantaged communities. The Health and Wellness Program for Seniors (HWePS) is a technology-enhanced, multi-level, integrated health equity intervention model. This study evaluates the effect of the HWePS on the health and well-being of older adults residing in urban, low-income communities. METHODS/DESIGN: HWePS is a prospective, non-randomized comparison trial conducted in an intervention and a control neighborhood (dong) in Seoul, South Korea, over 12 months. Older people who reside in the small areas and meet the inclusion/exclusion criteria are eligible to participate. The multi-level, multi-faceted HWePS intervention is a preventive community care model for older residents guided by the expanded chronic care model, the comprehensive health literacy intervention model, and the Systems for Person-centered Elder Care model along with health equity frameworks. HWePS consists of four components: a health literacy intervention based on individual and community needs assessments, personalized (self-)care management featuring nurse coaching and peer support, a healthy-living and healthy-aging community initiative, and information and communication technology (ICT) systems. The primary outcomes are self-reported health and health-related quality of life. Outcome assessors and data analysts are blinded to group assignment. Process evaluation will be also conducted. DISCUSSION As a multi-level health equity project, HWePS has adopted a novel study design that simultaneously targets individual- and community-level factors known to contribute to health inequality in later life in the community. The study will provide insights into the effectiveness and implementation process of an integrated, multi-level, preventive community care model, which in turn can help improve the health outcomes of older residents and reduce disparities in underserved urban communities. TRIAL REGISTRATION ISRCTN29103760. Registered 2 September 2021, https://www.isrctn.com/ISRCTN29103760.
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Affiliation(s)
- Hongsoo Kim
- grid.31501.360000 0004 0470 5905Department of Public Health Science, Graduate School of Public Health, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, South Korea ,grid.31501.360000 0004 0470 5905Institute of Health and Environment, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, South Korea ,grid.31501.360000 0004 0470 5905Seoul National University Institute of Aging, 1 Gwanak-Ro, Gwanak-Gu, Seoul, South Korea
| | - Hyoungshim Choi
- grid.443782.e0000 0004 0647 3634College of Nursing, Hansei University, 30 Hansei-Ro, Gunpo-Shi, Gyeonggi-Do, South Korea
| | - Young-il Jung
- Department of Environmental Health, National Open University, 86 Daehak-Ro, Jongno-Gu, Seoul, South Korea
| | - Eunji Kim
- grid.31501.360000 0004 0470 5905Department of Public Health Science, Graduate School of Public Health, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, South Korea
| | - Woojoo Lee
- grid.31501.360000 0004 0470 5905Department of Public Health Science, Graduate School of Public Health, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, South Korea
| | - Jae Yoon Yi
- grid.31501.360000 0004 0470 5905Department of Public Health Science, Graduate School of Public Health, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul, South Korea
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Patel AU, Williams CL, Hart SN, Garcia CA, Durant TJS, Cornish TC, McClintock DS. Cybersecurity and Information Assurance for the Clinical Laboratory. J Appl Lab Med 2023; 8:145-161. [PMID: 36610432 DOI: 10.1093/jalm/jfac119] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 10/26/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Network-connected medical devices have rapidly proliferated in the wake of recent global catalysts, leaving clinical laboratories and healthcare organizations vulnerable to malicious actors seeking to ransom sensitive healthcare information. As organizations become increasingly dependent on integrated systems and data-driven patient care operations, a sudden cyberattack and the associated downtime can have a devastating impact on patient care and the institution as a whole. Cybersecurity, information security, and information assurance principles are, therefore, vital for clinical laboratories to fully prepare for what has now become inevitable, future cyberattacks. CONTENT This review aims to provide a basic understanding of cybersecurity, information security, and information assurance principles as they relate to healthcare and the clinical laboratories. Common cybersecurity risks and threats are defined in addition to current proactive and reactive cybersecurity controls. Information assurance strategies are reviewed, including traditional castle-and-moat and zero-trust security models. Finally, ways in which clinical laboratories can prepare for an eventual cyberattack with extended downtime are discussed. SUMMARY The future of healthcare is intimately tied to technology, interoperability, and data to deliver the highest quality of patient care. Understanding cybersecurity and information assurance is just the first preparative step for clinical laboratories as they ensure the protection of patient data and the continuity of their operations.
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Affiliation(s)
- Ankush U Patel
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Christopher L Williams
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Steven N Hart
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | | | - Thomas J S Durant
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT
| | - Toby C Cornish
- Department of Pathology, University of Colorado School of Medicine, Aurora, CO
| | - David S McClintock
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
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Oshni Alvandi A, Burstein F, Bain C. A digital health ecosystem ontology from the perspective of Australian consumers: a mixed-method literature analysis. Inform Health Soc Care 2023; 48:13-29. [PMID: 35298327 DOI: 10.1080/17538157.2022.2049273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
This study presents an ontology that scopes the digital health ecosystem from a consumer-centered perspective. We used a mixed-method analysis on a set of papers collected for a comprehensive review to identify common themes, components, and patterns that repeatedly emerge within Australian-based digital health studies. Three major and four child themes were identified as the foundational aspects of the proposed ontology. The child themes have more precise concept definitions, inherited and distinguishing attributes. Out of 179 recognized concepts, 33 were related to the Healthcare theme; 23 concepts formed a cluster of employed devices under the Technology theme; 40 concepts were associated with Use and Usability factors. 60 other concepts formed the cluster of the consumer-user theme. The theme of Digital Health was seen as being connected to 2 independent clusters. The main cluster embodied 21 extracted concepts, semantically related to "data, information, and knowledge," whilst the second cluster embodied concepts related to "healthcare." Different stakeholders can utilize this ontology to define their landscape of digitally enabled healthcare. The novelty of this work resides in capturing a consumer-centered perspective and the method we used in deriving the ontology - formalizing the results of a systematic review based on data-driven analysis methods.
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Affiliation(s)
- Abraham Oshni Alvandi
- Digital Health Theme, Department of Human-Centered Computing, Faculty of Information Technology, Monash University, Melbourne, Victoria, Australia
| | - Frada Burstein
- Digital Health Theme, Department of Human-Centered Computing, Faculty of Information Technology, Monash University, Melbourne, Victoria, Australia
| | - Chris Bain
- Digital Health Theme, Department of Human-Centered Computing, Faculty of Information Technology, Monash University, Melbourne, Victoria, Australia
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Whiwon L, Salma S, Daniel A, Stephanie L, Marc C, Cherith S, Abby T, Angela S, Robin H, Yvonne B. Patient-facing digital tools for delivering genetic services: a systematic review. J Med Genet 2023; 60:1-10. [PMID: 36137613 DOI: 10.1136/jmg-2022-108653] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 07/19/2022] [Indexed: 02/04/2023]
Abstract
This study systematically reviewed the literature on the impact of digital genetics tools on patient care and system efficiencies. MEDLINE and Embase were searched for articles published between January 2010 and March 2021. Studies evaluating the use of patient-facing digital tools in the context of genetic service delivery were included. Two reviewers screened and extracted patient-reported and system-focused outcomes from each study. Data were synthesised using a descriptive approach. Of 3226 unique studies identified, 87 were included. A total of 70 unique digital tools were identified. As a result of using digital tools, 84% of studies reported a positive outcome in at least one of the following patient outcomes: knowledge, psychosocial well-being, behavioural/management changes, family communication, decision-making or level of engagement. Digital tools improved workflow and efficiency for providers and reduced the amount of time they needed to spend with patients. However, we identified a misalignment between study purpose and patient-reported outcomes measured and a lack of tools that encompass the entire genetic counselling and testing trajectory. Given increased demand for genetic services and the shift towards virtual care, this review provides evidence that digital tools can be used to efficiently deliver patient-centred care. Future research should prioritise development, evaluation and implementation of digital tools that can support the entire patient trajectory across a range of clinical settings. PROSPERO registration numberCRD42020202862.
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Affiliation(s)
- Lee Whiwon
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Shickh Salma
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Assamad Daniel
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Luca Stephanie
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Clausen Marc
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Somerville Cherith
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Tafler Abby
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Shaw Angela
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Genomics Health Services Research Program, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Hayeems Robin
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Genomics Health Services Research Program, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Bombard Yvonne
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Genomics Health Services Research Program, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
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Finding the sweet spot: a qualitative study exploring patients' acceptability of chatbots in genetic service delivery. Hum Genet 2023; 142:321-330. [PMID: 36629921 PMCID: PMC9838385 DOI: 10.1007/s00439-022-02512-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/10/2022] [Indexed: 01/12/2023]
Abstract
Chatbots, web-based artificial intelligence tools that simulate human conversation, are increasingly in use to support many areas of genomic medicine. However, patient preferences towards using chatbots across the range of clinical settings are unknown. We conducted a qualitative study with individuals who underwent genetic testing for themselves or their child. Participants were asked about their preferences for using a chatbot within the genetic testing journey. Thematic analysis employing interpretive description was used. We interviewed 30 participants (67% female, 50% 50 + years). Participants considered chatbots to be inefficient for very simple tasks (e.g., answering FAQs) or very complex tasks (e.g., explaining results). Chatbots were acceptable for moderately complex tasks where participants perceived a favorable return on their investment of time and energy. In addition to achieving this "sweet spot," participants anticipated that their comfort with chatbots would increase if the chatbot was used as a complement to but not a replacement for usual care. Participants wanted a "safety net" (i.e., access to a clinician) for needs not addressed by the chatbot. This study provides timely insights into patients' comfort with and perceived limitations of chatbots for genomic medicine and can inform their implementation in practice.
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Koren J, Lambert JLW, Thomsen SF, McAteer H, Fabbrocini G, Corazza V, Jullien D, Augustin M, Warren RB, de Rie MA, Lazaridou E, Puig L, Guillevin L, Grosser M, Boehncke WH. Elevating the Standard of Care for Patients with Psoriasis: 'Calls to Action' from Epicensus, a Multistakeholder Pan-European Initiative. Dermatol Ther (Heidelb) 2023; 13:245-268. [PMID: 36484915 PMCID: PMC9734585 DOI: 10.1007/s13555-022-00846-3] [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: 08/10/2022] [Accepted: 10/27/2022] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION Despite advances in treatment options and the management of patients with psoriasis, considerable unmet needs remain. Our objective was to identify ways to elevate the standard of care for patients with psoriasis by combining the perspectives of three important stakeholders: patients, clinicians and payors, and define 'Calls to Action' designed to achieve the identified changes. METHODS Eight themes relevant to elevating the standard of care were identified from an insights-gathering questionnaire completed by all three stakeholder groups. A modified Delphi exercise gained consensus on statements informed by the insights. Statements were then used to inspire 'Calls to Action' - practical steps that could be taken to realise the desired changes and elevate the standard of care. RESULTS In total, 18 European experts (10 dermatologists, 3 payors and 5 patient representatives) took part in the Delphi process. Consensus was reached on statements relating to all eight themes: improve healthcare systems to better support multidisciplinary team working and digital services, real-world data generation and optimal use, improve patient access, elevate quality-of-life measures as the most important outcomes, involve patients in patient-centred and personalised approaches to care, improve the relevance and reach of guidelines, education, and multistakeholder engagement. 'Calls to Action' common to all three stakeholder groups recognised the need to capitalise on the shift to digital healthcare, the need for consistent input into registries to generate real-world evidence to support guideline development, and the necessity of educating patients on the benefits of reporting outcomes to generate real-world data. The enormous quality-of-life burden and psychological impact of psoriasis, as well as the clinical needs of patients must be better understood, including by healthcare commissioners, so that funding priorities are assessed appropriately. CONCLUSION This unique initiative identified a practical 'Call-to-Action Framework' which, if implemented, could help improve the standard of care for patients with psoriasis.
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Affiliation(s)
| | - Jo L W Lambert
- Department of Dermatology, Ghent University, Vijverpark Ingang 52 - UZ Gent, De Pintelaan 185, 9000, Gent, Belgium.
| | - Simon F Thomsen
- Department of Dermatology, Department of Biomedical Sciences, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark
| | | | - Gabriella Fabbrocini
- Section of Dermatology - Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Valeria Corazza
- Italian Psoriatic Association Friends of the Corazza Foundation (APIAFCO), Bologna, Italy
| | - Denis Jullien
- Department of Dermatology, Hospices Civils de Lyon, Edouard Herriot Hospital, 69003, Lyon, France
- INSERM U1111 - CIRI, Lyon-1 University, 69007, Lyon, France
| | - Matthias Augustin
- Health Care Research in Dermatology and Nursing, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Richard B Warren
- Dermatology Centre, Manchester NIHR Biomedical Research Centre, Salford Royal NHS Foundation Trust, University of Manchester, Manchester, UK
| | - Menno A de Rie
- Amsterdam UMC, Department of Dermatology, University of Amsterdam, Amsterdam, The Netherlands
| | - Elizabeth Lazaridou
- 2nd Department of Dermatology-Venereology, Aristotle University School of Medicine, Thessaloniki, Greece
| | - Lluís Puig
- Department of Dermatology, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Loïc Guillevin
- Assistance Publique-Hôpitaux de Paris, Hôpital Cochin, Université Paris Descartes, Paris, France
| | - Marius Grosser
- German Psoriasis Association, Seewartenstraße 10, 20459, Hamburg, Germany
| | - Wolf-Henning Boehncke
- Division of Dermatology and Venereology, Geneva University Hospitals, Geneva, Switzerland
- Department of Pathology and Immunology, Faculty of Medicine, University of Geneva, Geneva, Switzerland
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Bollos LACL, Zhao Y, Soriano GP, Tanioka T, Otsuka H, Locsin R. Technologies, Physician's Caring Competency, and Patient Centered Care:A Systematic Review. THE JOURNAL OF MEDICAL INVESTIGATION 2023; 70:307-316. [PMID: 37940512 DOI: 10.2152/jmi.70.307] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2023]
Abstract
This study aimed to conduct a systematic review to clarify patient understanding, understanding of caring concepts, understanding of technology, competency to express compassion, appropriate involvement in caring, and ethical and moral attitudes and responses toward patients. This systematic review was conducted through an electronic search across PubMed, Google Scholar, MEDLINE, and Science Direct. Authors independently appraised the methodological quality of the studies using the Mixed Method Appraisal Tool. A narrative synthesis approach was used to present these findings. Nine studies met the inclusion criteria and quality appraisal guidelines. Through thematic analysis, four major themes were identified:Technology and caring competency, Technology and patient-centered care, Empathetic skills, and Caring competency. This review has shown that patients choose physicians considering their emotions and communicate well with them, empowering them to take responsibility of their own or their loved ones' healthcare. In the age of technological advancement and availability of vast sources of information, it is expected of physicians to adapt to these character priorities while maintaining their sense of humanness, not only focusing on healing modalities, but also to guide, educate, and appropriately empower their patients toward achieving their healthcare goals. J. Med. Invest. 70 : 307-316, August, 2023.
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Affiliation(s)
| | - Yueren Zhao
- Associate Professor, Department of Psychiatry, Fujita Health University, Aichi, Japan
| | - Gil P Soriano
- PhD Student, Graduate School of Health Sciences, Tokushima University, Tokushima, Japan
- Faculty Member, Department of Nursing, College of Allied Health, National University, Manila, Philippines
| | - Tetsuya Tanioka
- Institute of Biomedical Sciences, Tokushima University, Graduate School, Tokushima, Japan
| | - Hideki Otsuka
- Institute of Biomedical Sciences, Tokushima University, Graduate School, Tokushima, Japan
| | - Rozzano Locsin
- Professor Emeritus, Florida Atlantic University, FL, United States
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Atkinson KM, Ntacyabukura B, Hawken S, Laflamme L, Wilson K. Effects of the COVID-19 pandemic on self-reported 12-month pneumococcal vaccination series completion rates in Canada. Hum Vaccin Immunother 2022; 18:2158005. [PMID: 36581328 PMCID: PMC9891678 DOI: 10.1080/21645515.2022.2158005] [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] [Indexed: 12/31/2022] Open
Abstract
Routine childhood vaccination improves health and prevents morbidity and mortality from vaccine-preventable diseases. There are indications that the COVID-19 pandemic has negatively impacted immunization rates globally, but systematic studies on this are still lacking in Canada. This study aims to add knowledge on the pandemic's effect on children's immunization rates with pneumococcal vaccine using self-reported immunization data from CANImmunize. An interrupted time series analysis was conducted on aggregated monthly enrollment of children on the platform (2016-2021) and their pneumococcal immunization series completion rates (2016-2020). Predicted trends before and after the onset of the COVID19-related restriction (March 1, 2020) were compared by means of an Autoregressive Integrated Moving Average (ARIMA). The highest monthly enrollment was 3,474 new infant records observed in January 2020, and the lowest was 100 records in December 2021. The highest Self-reported pneumococcal immunization series completion rate was 78.89%, observed in February 2017, and the lowest was 6.94% in December 2021. Enrollment decreased by 1177.52 records (95% CI: -1865.47, -489.57), with a continued decrease of 80.84 records each month. Completion rates had an immediate increase of 14.57% (95% CI 4.64, 24.51), followed by a decrease of 3.54% each month. The onset of the COVID-19 related restrictions impacted the enrollment of children in the CANImmunize digital immunization platform and an overall decrease in self-reported pneumococcal immunization series completion rates. Our findings support efforts to increase catch-up immunization campaigns so that children who could not get scheduled immunization during the pandemic are not missed.
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Affiliation(s)
| | - Blaise Ntacyabukura
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Steven Hawken
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Canada
| | - Lucie Laflamme
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Kumanan Wilson
- Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Canada,Bruyere Research Institute, Ottawa, Canada,Department of Medicine, University of Ottawa, Ottawa, Canada,CONTACT Kumanan Wilson Clinical Epidemiology Program, Ottawa Hospital Research Institute (OHRI), Ottawa, Canada
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Koopirom P, Wiriyaamornchai P, Santeerapharp A. Telemedicine in Thai-otorhinolaryngology patients in COVID-19 situation; primary surveys. Digit Health 2022; 8:20552076221147795. [PMID: 36601287 PMCID: PMC9806494 DOI: 10.1177/20552076221147795] [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: 04/05/2022] [Accepted: 12/08/2022] [Indexed: 12/28/2022] Open
Abstract
Introduction COVID-19 pandemic has put a strain on various aspects of hospital management due to high rates of infection and increased preventive measures around the world. Physicians and patients alike are susceptible to the ongoing virus causing concern leading to loss or postpone of follow up. Thailand has just start integration of digital solutions such as telemedicine which expected similar level of medical care and efficiency while reducing risk of exposure during the COVID-19 pandemic. Objective Evaluation the willingness to accept telemedicine in otorhinolaryngology patients during the peak COVID-19 outbreaks in our institution. Methods Collected data from all patients who had a schedule follow up for otorhinolaryngology department between the months of June to August, 2021 at out-patient Center. Results Total of 299 otorhinolaryngology patients included, 213 patients (71.2%) denied a virtual medical visit whereas 86 patients (28.8%) accepted. The obstructive sleep apnea (OSA) was the only group to have more acceptance of telemedicine, 79.5% than denying 20.5% with statistical significance (p < 0.01). Age difference between the accepting and declining group also showed statistical significance, 48.5 years and 56 years respectively (p < 0.01). Main Reasons for their decision, 48% of patients accepted due to experiencing clinical improvement and stability. The main reason for not accepting telemedicine was 80% of patients preferred a special otorhinolaryngologic examination on follow up. Conclusions This primary surveys among Thai otorhinolaryngology patients about telemedicine. The greater number of patients not interested in telemedicine due to requirement of otorhinolaryngologic examination. Which OSA follow-up patients have more attention in telemedicine.
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Affiliation(s)
| | | | - Alena Santeerapharp
- Alena Santeerapharp, Department of
Otolaryngology-Head & Neck Surgery, Faculty of Medicine, Srinakharinwirot
University, Bangkok, Thailand.
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Li X, Hu J, Yao Y, Zuo C, Wang Z, Li X, Lv Q. Evaluation of pharmacist-led telemedicine medication management for hypertension established patients during COVID-19 pandemic: A pilot study. Front Public Health 2022; 10:1091484. [PMID: 36589937 PMCID: PMC9800920 DOI: 10.3389/fpubh.2022.1091484] [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: 11/07/2022] [Accepted: 11/30/2022] [Indexed: 12/23/2022] Open
Abstract
Aim To evaluate the impact of a telemedicine medication management service in patients with hypertension. Methods Participants were allocated to either a telemedicine service (N = 173) or usual care (UC) (N = 179). The primary outcome was blood pressure (BP) reduction from baseline to the 6-month follow-up visit, the proportion of the target BP achievement, overall adherence to prescribed medication as well as a composite of non-fatal stroke, non-fatal myocardial infarction and cardiovascular death. Results At 6 months, BP was controlled in 89.6% (n = 155) of intervention patients and 78.8% (n = 141) of UC patients (OR = 1.14, 95% CI = 1.04-1.25, P = 0.006), giving a mean difference of -6.0 (-13.0 to -2.5 mmHg) and -2.0 mmHg (-4.0 to -0.1 mmHg) in SBP and DBP, respectively. 17.9% (n = 31) of the patients in the intervention group were non-adherent with medications, compared with 29.1% (n = 52) in the UC group (P = 0.014). The composite clinical endpoints were reached by 2.9% in the intervention group and 4.5% in the control group with no significant differences (OR = 1.566, 95% CI = 0.528-4.646). Conclusion Telemedicine medication management for hypertension management had led to better BP control and medication adherence improvement than UC during COVID-19 epidemic, resulting in a reduction of overall adverse cardiovascular events occurrence.
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Affiliation(s)
- Xiaoye Li
- Department of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jialu Hu
- Department of Cardiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yao Yao
- Department of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chengchun Zuo
- Department of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zi Wang
- Department of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaoyu Li
- Department of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China,*Correspondence: Xiaoyu Li ✉
| | - Qianzhou Lv
- Department of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China,Qianzhou Lv ✉
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84
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Wu TC, Ho CTB. A Narrative Review of Innovative Responses During the COVID-19 Pandemic in 2020. Int J Public Health 2022; 67:1604652. [PMID: 36570874 PMCID: PMC9772050 DOI: 10.3389/ijph.2022.1604652] [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: 11/30/2021] [Accepted: 11/28/2022] [Indexed: 12/12/2022] Open
Abstract
Objectives: The coronavirus disease 2019 (COVID-19) pandemic presented unprecedented challenges to healthcare systems worldwide. While existing studies on innovation have typically focused on technology, health providers still only have a vague understanding of the features of emergency responses during resource exhaustion in the early stage of a pandemic. Thus, a better understanding of innovative responses by healthcare systems during a crisis is urgently needed. Methods: Using content analysis, this narrative review examined articles on innovative responses during the COVID-19 pandemic that were published in 2020. Results: A total of 613 statements about innovative responses were identified from 296 articles and were grouped under the following thematic categories: medical care (n = 273), workforce education (n = 144), COVID-19 surveillance (n = 84), medical equipment (n = 59), prediction and management (n = 34), and governance (n = 19). From the four types of innovative responses extracted, technological innovation was identified as the major type of innovation during the COVID-19 pandemic, followed by process innovations, frugal innovation, and repurposing. Conclusion: Our review provides insights into the features, types, and evolution of innovative responses during the COVID-19 pandemic. This review can help health providers and society show better and quicker responses in resource-constrained conditions in future pandemics.
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Affiliation(s)
- Tzu-Chi Wu
- Institute of Technology Management, National Chung-Hsing University, Taichung, Taiwan,Department of Emergency Medicine, Show Chwan Memorial Hospital, Changua, Taiwan,*Correspondence: Tzu-Chi Wu,
| | - Chien-Ta Bruce Ho
- Institute of Technology Management, National Chung-Hsing University, Taichung, Taiwan
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85
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Public awareness and use of health tools provided by the portal of the Ministry of Health of Saudi Arabia. INFORMATICS IN MEDICINE UNLOCKED 2022. [DOI: 10.1016/j.imu.2022.101151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
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86
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Specchia ML, Di Pilla A, Gambacorta MA, Filippella A, Beccia F, Farina S, Meldolesi E, Lanza C, Bellantone RDA, Valentini V, Tortora G. An IT Platform Supporting Rectal Cancer Tumor Board Activities: Implementation Process and Impact Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15808. [PMID: 36497903 PMCID: PMC9736877 DOI: 10.3390/ijerph192315808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 11/22/2022] [Accepted: 11/25/2022] [Indexed: 06/17/2023]
Abstract
Colorectal cancer (RC) is the third most common cancer, with an increasing incidence in recent years. Digital health solutions supporting multidisciplinary tumor boards (MTBs) could improve positive outcomes for RC patients. This paper describes the implementation process of a digital solution within the RC-MTB and its impact analysis in the context of the Fondazione Policlinico 'A. Gemelli' in Italy. Adopting a two-phase methodological approach, the first phase qualitatively describes each phase of the implementation of the IT platform, while the second phase quantitatively describes the analysis of the impact of the IT platform. Descriptive and inferential analyses were performed for all variables, with a p-value < 0.05 being considered statistically significant. The implementation of the platform allowed more healthcare professionals to attend meetings and resulted in a decrease in patients sent to the RC-MTB for re-staging and further diagnostic investigations and an increase in patients sent to the RC-MTB for treatment strategies. The results could be attributed to the facilitated access to the platform remotely for specialists, partly compensating for the restrictions imposed by the COVID-19 pandemic, as well as to the integration of the platform into the hospital's IT system. Furthermore, the early involvement of healthcare professionals in the process of customizing the platform to the specific needs of the RC-MTB may have facilitated its use and contributed to the encouraging quantitative results.
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Affiliation(s)
- Maria Lucia Specchia
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Andrea Di Pilla
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Maria Antonietta Gambacorta
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Alessandro Filippella
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Flavia Beccia
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Sara Farina
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Elisa Meldolesi
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Chiara Lanza
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Rocco Domenico Alfonso Bellantone
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Vincenzo Valentini
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Giampaolo Tortora
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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87
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A Survey of Research Participants’ Privacy-Related Experiences and Willingness to Share Real-World Data with Researchers. J Pers Med 2022; 12:jpm12111922. [DOI: 10.3390/jpm12111922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 11/07/2022] [Accepted: 11/15/2022] [Indexed: 11/19/2022] Open
Abstract
Background: Real-world data (RWD) privacy is an increasingly complex topic within the scope of personalized medicine, as it implicates several sources of data. Objective: To assess how privacy-related experiences, when adjusted for age and education level, may shape adult research participants’ willingness to share various sources of real-world data with researchers. Methods: An electronic survey was conducted in April 2021 among adults (≥18 years of age) registered in ResearchMatch, a national health research registry. Descriptive analyses were conducted to assess survey participant demographics. Logistic regression was conducted to assess the association between participants’ five distinct privacy-related experiences and their willingness to share each of the 19 data sources with researchers, adjusting for education level and age range. Results: A total of 598 ResearchMatch adults were contacted and 402 completed the survey. Most respondents were over the age of 51 years (49% total) and held a master’s or bachelor’s degree (63% total). Over half of participants (54%) had their account accessed by someone without their permission. Almost half of participants (49%) reported the privacy of their personal information being violated. Analyses showed that, when adjusted for age range and education level, participants whose reputations were negatively affected as a result of information posted online were more likely to share electronic medical record data (OR = 2.074, 95% CI: 0.986–4.364) and genetic data (OR = 2.302, 95% CI: 0.894–5.93) versus those without this experience. Among participants who had an unpleasant experience as a result of giving out information online, those with some college/associates/trade school compared to those with a doctoral or other terminal degree were significantly more willing to share genetic data (OR = 1.064, 95% CI: 0.396–2.857). Across all privacy-related experiences, participants aged 18 to 30 were significantly more likely than those over 60 years to share music streaming data, ridesharing history data, and voting history data. Additionally, across all privacy-related experiences, those with a high school education were significantly more likely than those with a doctorate or other terminal degree to share credit card statement data. Conclusions: This study offers the first insights into how privacy-related experiences, adjusted for age range and education level, may shape ResearchMatch participants’ willingness to share several sources of real-world data sources with precision medicine researchers. Future work should further explore these insights.
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Udeagu CCN, Pitiranggon M, Misra K, Huang J, Terilli T, Ramos Y, Alexander M, Kim C, Lee D, Blaney K, Keeley C, Long T, Vora NM. Outcomes of a Community Engagement and Information Gathering Program to Support Telephone-Based COVID-19 Contact Tracing: Descriptive Analysis. JMIR Public Health Surveill 2022; 8:e40977. [PMID: 36240019 PMCID: PMC9668330 DOI: 10.2196/40977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 09/27/2022] [Accepted: 10/13/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Contact tracing is an important public health tool for curbing the spread of infectious diseases. Effective and efficient contact tracing involves the rapid identification of individuals with infection and their exposed contacts and ensuring their isolation or quarantine, respectively. Manual contact tracing via telephone call and digital proximity app technology have been key strategies in mitigating the spread of COVID-19. However, many people are not reached for COVID-19 contact tracing due to missing telephone numbers or nonresponse to telephone calls. The New York City COVID-19 Trace program augmented the efforts of telephone-based contact tracers with information gatherers (IGs) to search and obtain telephone numbers or residential addresses, and community engagement specialists (CESs) made home visits to individuals that were not contacted via telephone calls. OBJECTIVE The aim of this study was to assess the contribution of information gathering and home visits to the yields of COVID-19 contact tracing in New York City. METHODS IGs looked for phone numbers or addresses when records were missing phone numbers to locate case-patients or contacts. CESs made home visits to case-patients and contacts with no phone numbers or those who were not reached by telephone-based tracers. Contact tracing management software was used to triage and queue assignments for the telephone-based tracers, IGs, and CESs. We measured the outcomes of contact tracing-related tasks performed by the IGs and CESs from July 2020 to June 2021. RESULTS Of 659,484 cases and 861,566 contact records in the Trace system, 28% (185,485) of cases and 35% (303,550) of contacts were referred to IGs. IGs obtained new phone numbers for 33% (61,804) of case-patients and 11% (31,951) of contacts; 50% (31,019) of the case-patients and 46% (14,604) of the contacts with new phone numbers completed interviews; 25% (167,815) of case-patients and 8% (72,437) of contacts were referred to CESs. CESs attempted 80% (132,781) of case and 69% (49,846) of contact investigations, of which 47% (62,733) and 50% (25,015) respectively, completed interviews. An additional 12,192 contacts were identified following IG investigations and 13,507 following CES interventions. CONCLUSIONS Gathering new or missing locating information and making home visits increased the number of case-patients and contacts interviewed for contact tracing and resulted in additional contacts. When possible, contact tracing programs should add information gathering and home visiting strategies to increase COVID-19 contact tracing coverage and yields as well as promote equity in the delivery of this public health intervention.
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Affiliation(s)
- Chi-Chi N Udeagu
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Masha Pitiranggon
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Kavita Misra
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Jamie Huang
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Thomas Terilli
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Yasmin Ramos
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Martha Alexander
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Christine Kim
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - David Lee
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Kathleen Blaney
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
| | - Chris Keeley
- New York City Test & Trace Corps, New York City Health + Hospitals, New York City, NY, United States
| | - Theodore Long
- New York City Test & Trace Corps, New York City Health + Hospitals, New York City, NY, United States
| | - Neil M Vora
- New York City Test & Trace Corps, New York City Department of Health & Mental Hygiene, Queens, NY, United States
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Ghosh SK. Evolving strategies in whirlwind mode: The changing face of anatomy education during Covid-19 pandemic. ANATOMICAL SCIENCES EDUCATION 2022; 15:1103-1119. [PMID: 35924417 PMCID: PMC9537882 DOI: 10.1002/ase.2214] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 07/22/2022] [Accepted: 08/02/2022] [Indexed: 05/28/2023]
Abstract
The Covid-19 pandemic stipulated adoption of unfamiliar strategies for delivering anatomy education in online mode. The factors which determine education strategies are variable across geographical regions. It was perceived that an overview of education strategies around the globe would be useful for anatomists. Hence this narrative review was undertaken to collate observations from different geographical regions pertaining to education strategies adopted during the pandemic. Data relevant to the topic of study were extracted from 12 articles that were selected from an initial pool of 317 articles based on search criteria set for the review. Subtle differences in core education strategies implied that baseline response from anatomists was similar across regions. It was evident that online digital tools were key elements of education strategies adopted by educators for delivering online anatomy classes across the globe. Interestingly, a considerable gap in terms of number and variety of online tools used for anatomy education (those requiring commercial purchase) was noted between economically developed and developing regions. This may have an impact on learning outcome for students and may even lead to variations in anatomical knowledge by regions. It was observed that offline human dissection sessions were incorporated into online practical classes in one region as positive cases showed a declining trend. This positive development is worth emulating elsewhere based on cautious assessment of prevailing situation. From a broad perspective timely introduction of education strategies ensured delivery of anatomy education during the pandemic and gave an evolved outlook to the fabric of anatomy education.
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Schick A, Feine J, Morana S, Maedche A, Reininghaus U. Validity of Chatbot Use for Mental Health Assessment: Experimental Study. JMIR Mhealth Uhealth 2022; 10:e28082. [PMID: 36315228 PMCID: PMC9664331 DOI: 10.2196/28082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 10/09/2021] [Accepted: 05/09/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Mental disorders in adolescence and young adulthood are major public health concerns. Digital tools such as text-based conversational agents (ie, chatbots) are a promising technology for facilitating mental health assessment. However, the human-like interaction style of chatbots may induce potential biases, such as socially desirable responding (SDR), and may require further effort to complete assessments. OBJECTIVE This study aimed to investigate the convergent and discriminant validity of chatbots for mental health assessments, the effect of assessment mode on SDR, and the effort required by participants for assessments using chatbots compared with established modes. METHODS In a counterbalanced within-subject design, we assessed 2 different constructs-psychological distress (Kessler Psychological Distress Scale and Brief Symptom Inventory-18) and problematic alcohol use (Alcohol Use Disorders Identification Test-3)-in 3 modes (chatbot, paper-and-pencil, and web-based), and examined convergent and discriminant validity. In addition, we investigated the effect of mode on SDR, controlling for perceived sensitivity of items and individuals' tendency to respond in a socially desirable way, and we also assessed the perceived social presence of modes. Including a between-subject condition, we further investigated whether SDR is increased in chatbot assessments when applied in a self-report setting versus when human interaction may be expected. Finally, the effort (ie, complexity, difficulty, burden, and time) required to complete the assessments was investigated. RESULTS A total of 146 young adults (mean age 24, SD 6.42 years; n=67, 45.9% female) were recruited from a research panel for laboratory experiments. The results revealed high positive correlations (all P<.001) of measures of the same construct across different modes, indicating the convergent validity of chatbot assessments. Furthermore, there were no correlations between the distinct constructs, indicating discriminant validity. Moreover, there were no differences in SDR between modes and whether human interaction was expected, although the perceived social presence of the chatbot mode was higher than that of the established modes (P<.001). Finally, greater effort (all P<.05) and more time were needed to complete chatbot assessments than for completing the established modes (P<.001). CONCLUSIONS Our findings suggest that chatbots may yield valid results. Furthermore, an understanding of chatbot design trade-offs in terms of potential strengths (ie, increased social presence) and limitations (ie, increased effort) when assessing mental health were established.
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Affiliation(s)
- Anita Schick
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Jasper Feine
- Institute of Information Systems and Marketing, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Stefan Morana
- Junior Professorship for Digital Transformation and Information Systems, Saarland University, Saarbruecken, Germany
| | - Alexander Maedche
- Institute of Information Systems and Marketing, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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91
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Diehl C, Tavares R, Abreu T, Almeida AMP, Silva TE, Santinha G, Rocha NP, Seidel K, MacLachlan M, Silva AG, Ribeiro O. Perceptions on Extending the Use of Technology after the COVID-19 Pandemic Resolves: A Qualitative Study with Older Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14152. [PMID: 36361030 PMCID: PMC9655749 DOI: 10.3390/ijerph192114152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/21/2022] [Accepted: 10/22/2022] [Indexed: 06/16/2023]
Abstract
The COVID-19 pandemic of the last two years has affected the lives of many individuals, especially the most vulnerable and at-risk population groups, e.g., older adults. While social distancing and isolation are shown to be effective at decreasing the transmission of the virus, these actions have also increased loneliness and social isolation. To combat social distancing from family and friends, older adults have turned to technology for help. In the health sector, these individuals also had a variety of options that strengthened eHealth care services. This study analyzed the technologies used during the COVID-19 pandemic by a group of older people, as well as explored their expectations of use after the pandemic period. Qualitative and ethnographic interviews were conducted with 10 Portuguese older adults, and data were collected over a period of seven months between 2020 and 2021. The research demonstrated that the use of current and new technologies in the post-pandemic future is likely to be related to overcoming: (i) insecurity regarding privacy issues; (ii) difficulties in using technologies due to the level of use of digital technology; and (iii) the human distancing and impersonal consequences of using these technologies.
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Affiliation(s)
- Ceci Diehl
- Digital Media and Interaction Research Centre (DigiMedia), Department of Communication and Art, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Rita Tavares
- Center for Health Technology and Services Research (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Taiane Abreu
- Center for Health Technology and Services Research (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Ana Margarida Pisco Almeida
- Digital Media and Interaction Research Centre (DigiMedia), Department of Communication and Art, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Telmo Eduardo Silva
- Digital Media and Interaction Research Centre (DigiMedia), Department of Communication and Art, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Gonçalo Santinha
- Governance, Competitiveness and Public Policies (GOVCOPP), Department of Social, Political and Territorial Sciences, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Nelson Pacheco Rocha
- Institute of Electronics and Informatics Engineering of Aveiro (IEETA), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Katja Seidel
- ALL Institute, Department of Anthropology, Maynooth University, W23 F2H6 Maynooth, Ireland
| | - Mac MacLachlan
- Assisting Living and Learning Institute (ALL Institute), Department of Psychology, Maynooth University, W23 F2H6 Maynooth, Ireland
| | - Anabela G. Silva
- Center for Health Technology and Services Research (CINTESIS@RISE), School of Health Sciences, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Oscar Ribeiro
- Center for Health Technology and Services Research (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro, 3810-193 Aveiro, Portugal
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92
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Stuermer L, Martin R. Characterization of technologies in digital health applied in vision care. JOURNAL OF OPTOMETRY 2022; 15 Suppl 1:S70-S81. [PMID: 36661275 PMCID: PMC9732480 DOI: 10.1016/j.optom.2022.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 09/27/2022] [Accepted: 09/29/2022] [Indexed: 06/17/2023]
Abstract
Digital health technology is increasingly becoming part of the evolution of health services, not only for the innovation of equipment but also in support of health processes. Eye health is one of the areas that most explores this field, being a reference in different segments of digital health and the use of applied technological resources. Thus, the purpose of this review was to analyse and characterize the development of research in digital health applied to vision sciences in the last decade. An exploratory-quantitative review of the research based on studies indexed in the SCOPUS database in the last 10 years, which related aspects of digital health technologies with their use within the vision sciences, was conducted. The research results were filtered, including journal articles and excluding those not directly related to vision. The final sample was categorized and classified according to the technology used, the relationship with eye/visual health and its practical applications. A total of 1069 reports were identified (32.09% published since 2021). "Artificial Intelligence" (77.74%) was the most frequent technological tool cited, and posterior segment (68.10%) most eye structure studied, being diabetic retinopathy (27.88%) the main studied disease. The vast majority have potential for clinical use (93.73%), especially those aimed at supporting decision-making. Technologies in digital health in the vision sciences have had a huge growth in recent years, with emphasis on artificial intelligence applied to the posterior segment, but with a low development of studies aimed at using this technology in primary visual care.
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Affiliation(s)
- Leandro Stuermer
- Department of Optometry, University of Contestado, Canoinhas Brazil; Optometry Research Group, IOBA Eye Institute. School of Optometry, University of Valladolid, 47011 Valladolid, Spain
| | - Raul Martin
- Optometry Research Group, IOBA Eye Institute. School of Optometry, University of Valladolid, 47011 Valladolid, Spain; Universidad de Valladolid. Departamento de Física Teórica, Atómica y Óptica. Paseo de Belén, 7 - Campus Miguel Delibes, 47011 Valladolid, Spain.
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93
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Descriptive Analysis of Mobile Apps for Management of COVID-19 in Spain and Development of an Innovate App in that field. Sci Rep 2022; 12:17875. [PMID: 36284224 PMCID: PMC9595081 DOI: 10.1038/s41598-022-22601-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 10/17/2022] [Indexed: 01/20/2023] Open
Abstract
To address the current pandemic, multiple studies have focused on the development of new mHealth apps to help in curbing the number of infections, these applications aim to accelerate the identification and self-isolation of people exposed to SARS-CoV-2, the coronavirus known to cause COVID-19, by being in close contact with infected individuals. The main objectives of this paper are: (1) Analyze the current status of COVID-19 apps available on the main virtual stores: Google Play Store and App Store for Spain, and (2) Propose a novel mobile application that allows interaction and doctor-patient follow-up without the need for real-time consultations (face-to-face or telephone). In this research, a search for eHealth and telemedicine apps related to Covid-19 was performed in the main online stores: Google Play Store and App Store, until May 2021. Keywords were entered into the search engines of the online stores and relevant apps were selected for study using a PRISMA methodology. For the design and implementation of the proposed app named COVINFO, the main weaknesses of the apps studied were taken into account in order to propose a novel and useful app for healthcare systems. The search yielded a total of 50 apps, of which 24 were relevant to this study, of which 23 are free and 54% are available for Android and iOS operating systems (OS). The proposed app has been developed for mobile devices with Android OS being compatible with Android 4.4 and higher. This app enables doctor-patient interaction and constant monitoring of the patient's progress without the need for calls, chats or face-to-face consultation in real time. This work addresses design and development of an application for the transmission of the user's symptoms to his regular doctor, based on the fact that only 16.6% of existing applications have this functionality. The COVINFO app offers a novel service: asynchronous doctor-patient communication, as well as constant monitoring of the patient's condition and evolution. This app makes it possible to better manage the time of healthcare personnel and avoid overcrowding in hospitals, with the aim of preventing the collapse of healthcare systems and the spread of the coronavirus.
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94
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Knight S, Lipoth J, Namvari M, Gu C, Hedayati Ch. M, Syed-Abdul S, Spiteri RJ. The Accuracy of Wearable Photoplethysmography Sensors for Telehealth Monitoring: A Scoping Review. Telemed J E Health 2022. [DOI: 10.1089/tmj.2022.0182] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Affiliation(s)
- Sheida Knight
- Department of Computer Science, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Jessica Lipoth
- Department of Computer Science, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Mina Namvari
- Department of Computer Science, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Carol Gu
- Center for Bio-Integrated Electronics at Northwestern University, Evanston, Illinois, USA
| | | | - Shabbir Syed-Abdul
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
| | - Raymond J. Spiteri
- Department of Computer Science, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
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95
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Midwives' and women's views on digital midwifery care in Germany: Results from an online survey. Midwifery 2022; 115:103472. [PMID: 36191383 DOI: 10.1016/j.midw.2022.103472] [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: 04/25/2022] [Revised: 07/27/2022] [Accepted: 08/28/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND Digital midwifery services were enabled for the first time in Germany from March 2020 to ensure outpatient midwifery care in times of COVID-19. METHODS In February and March 2021, a cross-sectional study with an online survey of midwives and mothers was conducted to find out to what extent digital services were offered by the midwives and used by the women, and to obtain information about the level of satisfaction and potential of digital midwifery care in pregnancy and post partum. RESULTS 1821 mothers of 18,784 women, who had given birth between May and November 2020 and were asked to participate in the survey, provided feedback (response rate: 9,7%). 1551 midwives responded to the call to participate in the survey and completed the questionnaire. Around one third of the responding mothers had used digital midwifery services in pregnancy and/or the postpartum period and rated these services positively by over 80%. Half of the responding midwives offered digital services and wished to continue this care option. However, not all services were considered equally suitable for digital implementation. From the respondents' point of view, classes and counselling are very well suited whereas postpartum care often requires the midwife's presence. Mothers and midwives alike saw the advantages in COVID-19 infection control and in saving time and travel. The main challenges were seen in handling IT equipment and providing high quality care despite the lack of physical examination and direct assessment of clinical findings. The mothers wished for more interactivity and networking with each other. CONCLUSION The COVID-19 pandemic has become a catalyst for digitalisation in midwifery care in Germany. The digital services were, mostly, well accepted and seen to usefully complement the in-person care of midwives. IT-support, guidelines and quality standards could help to optimise the digital services.
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96
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Rashid NSA, Chen XW, Mohamad Marzuki MF, Takshe AA, Okasha A, Maarof F, Yunus RM. Development and Usability Assessment of a Mobile App (Demensia KITA) to Support Dementia Caregivers in Malaysia: A Study Protocol. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11880. [PMID: 36231181 PMCID: PMC9565760 DOI: 10.3390/ijerph191911880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/10/2022] [Accepted: 09/13/2022] [Indexed: 06/16/2023]
Abstract
The impact of dementia on caregivers is complex and multi-dimensional. In low- and middle-income settings, caregivers are often left without adequate support, despite their multiple needs. These include health information, caregiving skills, social and emotional support, and access to local resources-all of which can be partially fulfilled by technology. In recent years, mobile apps have emerged and proven useful for caregivers. We found a few existing apps suitable for Malaysian users in terms of affordability and cultural and linguistic compatibility. Our study aims to design a mobile app that suits dementia caregivers in Malaysia and consists of three phases. Phase I is content development that employs Focus Group Discussion (FGD) and Nominal Group Technique (NGT) involving field experts. Phase II comprises a mobile app (Demensia KITA) designed in collaboration with a software developer specializing in mobile health apps. Phase III entails testing the usability of the app using the Malay version of the mHealth App Usability Questionnaire (M-MAUQ). This study protocol elaborates on the rigorous steps of designing a mobile app and testing its usability, along with anticipated challenges. Our protocol will provide insight for future researchers, healthcare providers, and policymakers and pave the way for better use of digital technology in the field of aging and caregiving.
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Affiliation(s)
- Nurul Syaireen A. Rashid
- Department of Public Health Medicine, Faculty of Medicine, Universiti Teknologi MARA Sungai Buloh, Sungai Buloh 47000, Selangor, Malaysia
| | - Xin Wee Chen
- Department of Public Health Medicine, Faculty of Medicine, Universiti Teknologi MARA Sungai Buloh, Sungai Buloh 47000, Selangor, Malaysia
| | | | - Aseel A. Takshe
- Department of Environmental Health Sciences, Faculty of Communication, Arts and Sciences, Canadian University Dubai, Al Safa Street—Al Wasi City Walk Mall, Dubai P.O. Box 17781, United Arab Emirates
| | - Ahmad Okasha
- Department of Environmental Health Sciences, Faculty of Communication, Arts and Sciences, Canadian University Dubai, Al Safa Street—Al Wasi City Walk Mall, Dubai P.O. Box 17781, United Arab Emirates
| | - Faridah Maarof
- Institutional Research and Planning, Canadian University Dubai, Dubai P.O. Box 17781, United Arab Emirates
| | - Raudah Mohd Yunus
- Department of Public Health Medicine, Faculty of Medicine, Universiti Teknologi MARA Sungai Buloh, Sungai Buloh 47000, Selangor, Malaysia
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97
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Yan AP, Mousseau S. The training and credentialing of physician informaticists in Canada. CANADIAN MEDICAL EDUCATION JOURNAL 2022; 13:111-113. [PMID: 36310903 PMCID: PMC9588186 DOI: 10.36834/cmej.75026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Affiliation(s)
- Adam Paul Yan
- The Hospital for Sick Children, Division of Hematology/Oncology, Ontario, Canada
- Boston Children's Hospital, Division of Hematology & Oncology, Massachusetts, USA
| | - Sarah Mousseau
- Pediatric Emergency Department, Sainte-Justine Hospital, Quebec, Canada
- Université de Montréal, Quebec, Canada
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98
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M Allayla N, Nazar Ibraheem F, Adnan Jaleel R. Enabling image optimisation and artificial intelligence technologies for better Internet of Things framework to predict COVID. IET NETWORKS 2022. [PMCID: PMC9537994 DOI: 10.1049/ntw2.12052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Sensor technology advancements have provided a viable solution to fight COVID and to develop healthcare systems based on Internet of Things (IoTs). In this study, image processing and Artificial Intelligence (AI) are used to improve the IoT framework. Computed Tomography (CT) image‐based forecasting of COVID disease is among the important activities in medicine for measuring the severity of variability in the human body. In COVID CT images, the optimal gamma correction value was optimised using the Whale Optimisation Algorithm (WOA). During the search for the optimal solution, WOA was found to be a highly efficient algorithm, which has the characteristics of high precision and fast convergence. Whale Optimisation Algorithm is used to find best gamma correction value to present detailed information about a lung CT image, Also, in this study, analysis of important AI techniques has been done, such as Support Vector Machine (SVM) and Deep‐Learning (Deep‐Learning (DL)) for COVID disease forecasting in terms of amount of data training and computational power. Many experiments have been implemented to investigate the optimisation: SVM and DL with WOA and without WOA are compared by using confusion matrix parameters. From the results, we find that the DL model outperforms the SVM with WOA and without WOA.
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Affiliation(s)
- Noor M Allayla
- Department of Computer Engineering University of Mosul Mosul Iraq
| | | | - Refed Adnan Jaleel
- Department of Information and Communication Engineering Al‐Nahrain University Baghdad Iraq
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99
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Abdolkhani R, Petersen S, Walter R, Zhao L, Butler-Henderson K, Livesay K. The Impact of Digital Health Transformation Driven by COVID-19 on Nursing Practice: Systematic Literature Review. JMIR Nurs 2022; 5:e40348. [PMID: 35867838 PMCID: PMC9431991 DOI: 10.2196/40348] [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: 06/16/2022] [Revised: 07/31/2022] [Accepted: 08/01/2022] [Indexed: 11/30/2022] Open
Abstract
Background The COVID-19 pandemic has accelerated the uptake of digital health innovations due to the availability of various technologies and the urgent health care need for treatment and prevention. Although numerous studies have investigated digital health adoption and the associated challenges and strategies during the pandemic, there is a lack of evidence on the impact on the nursing workforce. Objective This study aims to identify the impact of digital health transformation driven by COVID-19 on nurses. Methods The online software Covidence was used to follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) protocol. Relevant scientific health and computing databases were searched for papers published from January 2020 to November 2021. Using the 8D sociotechnical approach for digital health in health care systems, the papers were analyzed to identify gaps in applying digital health in nursing practice. Results In total, 21 papers were selected for content analysis. The analysis identified a paucity of research that quantifies the impact of the digital health transformation on nurses during the pandemic. Most of the initiatives were teleconsultation, followed by tele–intensive care unit (tele-ICU), and only 1 (5%) study explored electronic medical record (EMR) systems. Among the sociotechnical elements, the human-related factor was the most explored and the system measurement was the least studied item. Conclusions The review identified a significant gap in research on how implementing digital health solutions has impacted nurses during the COVID-19 pandemic. This gap needs to be addressed by further research to provide strategies for empowering the nursing workforce to be actively involved in digital health design, development, implementation, use, and evaluation.
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Affiliation(s)
- Robab Abdolkhani
- School of Health and Biomedical Sciences, Science, Technology, Engineering, and Mathematics College, Royal Melbourne Institute of Technology University, Melbourne, Australia
| | - Sacha Petersen
- School of Health and Biomedical Sciences, Science, Technology, Engineering, and Mathematics College, Royal Melbourne Institute of Technology University, Melbourne, Australia
| | - Ruby Walter
- School of Health and Biomedical Sciences, Science, Technology, Engineering, and Mathematics College, Royal Melbourne Institute of Technology University, Melbourne, Australia
| | - Lin Zhao
- School of Health and Biomedical Sciences, Science, Technology, Engineering, and Mathematics College, Royal Melbourne Institute of Technology University, Melbourne, Australia
| | - Kerryn Butler-Henderson
- School of Health and Biomedical Sciences, Science, Technology, Engineering, and Mathematics College, Royal Melbourne Institute of Technology University, Melbourne, Australia
| | - Karen Livesay
- School of Health and Biomedical Sciences, Science, Technology, Engineering, and Mathematics College, Royal Melbourne Institute of Technology University, Melbourne, Australia
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100
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Singh H, Gray CS, Nelson MLA, Nie JX, Thombs R, Armas A, Fortin C, Molla Ghanbari H, Tang T. A qualitative study of hospital and community providers’ experiences with digitalization to facilitate hospital-to-home transitions during the COVID-19 pandemic. PLoS One 2022; 17:e0272224. [PMID: 35980960 PMCID: PMC9387844 DOI: 10.1371/journal.pone.0272224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 07/14/2022] [Indexed: 11/18/2022] Open
Abstract
Background The COVID-19 pandemic has triggered substantial changes to the healthcare context, including the rapid adoption of digital health to facilitate hospital-to-home transitions. This study aimed to: i) explore the experiences of hospital and community providers with delivering transitional care during the COVID-19 pandemic; ii) understand how rapid digitalization in healthcare has helped or hindered hospital-to-home transitions during the COVID-19 pandemic; and, iii) explore expectations of which elements of technology use may be sustained post-pandemic. Methods Using a pragmatic qualitative descriptive approach, remote interviews with healthcare providers involved in hospital-to-home transitions in Ontario, Canada, were conducted. Interviews were analyzed using a team-based rapid qualitative analysis approach to generate timely results. Visual summary maps displaying key concepts/ideas were created for each interview and revised based on input from multiple team members. Maps that displayed similar concepts were then combined to create a final map, forming the themes and subthemes. Results Sixteen healthcare providers participated, of which 11 worked in a hospital, and five worked in a community setting. COVID-19 was reported to have profoundly impacted healthcare providers, patients, and their caregivers and influenced the communication processes. There were several noted opportunities for technology to support transitions. Interpretation Several challenges with technology use were highlighted, which could impact post-pandemic sustainability. However, the perceived opportunities for technology in supporting transitions indicate the need to investigate the optimal role of technology in the transition workflow.
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Affiliation(s)
- Hardeep Singh
- Department of Occupational Science & Occupational Therapy, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- * E-mail:
| | - Carolyn Steele Gray
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Michelle L. A. Nelson
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Jason X. Nie
- Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
| | - Rachel Thombs
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Alana Armas
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Christian Fortin
- Hennick Bridgepoint Hospital, Sinai Health, Toronto, Canada
- Division of Physical Medicine and Rehabilitation, University of Toronto, Toronto, Canada
| | - Hedieh Molla Ghanbari
- Division of Hospital Medicine, Sinai Health System, Toronto, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
| | - Terence Tang
- Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
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