Expressions of pandemic fatigue on digital platforms: a thematic analysis of sentiment and narratives for infodemic insights.

BACKGROUND: The infodemic accompanying the COVID-19 pandemic has led to an overwhelming amount of information, including questions, concerns and misinformation. Pandemic fatigue has been identified as a concern from early in the pandemic. With new and ongoing health emergencies in 2022, it is important to understand how pandemic fatigue is being discussed and expressed by users on digital channels. This study aims to explore and report on key narrative themes associated with expressions of pandemic fatigue by users on digital platforms. METHODS: This paper describes the collection of publicly available data over a 3-month period from multiple online sources using the Meltwater and CrowdTangle platforms to source data from Twitter, Facebook, Instagram, YouTube, TikTok, Pinterest, Product Reviews, Twitch, blogs & forums. A comprehensive search strategy was developed and tested. A total of 1,484,042 social media posts were identified during the time-period that included the defined search terms for pandemic fatigue. These data were initially sorted by highest levels of engagement and from this dataset, analysts reviewed the identified posts to isolate and remove irrelevant content and identify dominant narratives. A thematic analysis was carried out on these narratives to identify themes related to expression of pandemic fatigue. Two researchers reviewed the data and themes. RESULTS: The thematic analysis of narratives identified six main themes relating to expression of pandemic fatigue, and one theme of counter narratives against pandemic fatigue. Data volume increased concurrent with the time of the mpox emergency announcement. Emergent themes showed the different ways users expressed pandemic fatigue and how it was interlaced with issues of trust, preventative measure acceptance and uptake, misinformation, and being overwhelmed with multiple or sustained emergencies. CONCLUSIONS: This paper has identified the different ways users express pandemic fatigue on digital channels over a 3-month period. Better understanding the implications of the information environment on user's perceptions, questions, and concerns regarding pandemic and more broadly emergency fatigue is vital in identifying relevant interventions and, in the longer term, strengthening the global architecture for health emergency preparedness, prevention, readiness and resilience, as evidenced in this paper. There are clear pathways for further research, including incorporating additional languages and reviewing these themes over longer time periods.

[Digital transformation as a strategy to strengthen essential public health functions in the AmericasTransformação digital como estratégia de fortalecimento das funções essenciais de saúde pública nas Américas]. / La transformación digital como estrategia para el fortalecimiento de las funciones esenciales de salud pública en las Américas.

This article systematizes the main actions taken to address the essential public health functions (EPHF) in the context of the digital transformation of health systems. A narrative review was conducted, in which the conceptual framework of the renewed EPHF was linked to the eight guiding principles of the digital transformation of the health sector.In the selected publications, the main actions in digital transformation included electronic health records, telemedicine, digital health legislation, digital literacy, patient portals, open-source technologies, and data governance. These actions make it possible to increase the quality and efficiency of health systems, promote accessibility, and improve health outcomes.

Este artigo sistematiza as principais ações de transformação digital (TD) dos sistemas de saúde relacionadas às funções essenciais de saúde pública (FESP). Foi realizada uma revisão narrativa, inter-relacionando o marco conceitual das FESP renovadas com base nos os oito princípios orientadores da transformação digital do setor da saúde.Nas publicações selecionadas, constatou-se que as principais ações de TD incluem prontuários eletrônicos, telemedicina, legislação de saúde digital, letramento digital, portais para pacientes, tecnologias de código aberto e governança de dados. Essas ações permitem aumentar a qualidade e a eficiência dos sistemas de saúde, aprimorar a acessibilidade e melhorar os resultados de saúde.

Using Machine Learning Technology (Early Artificial Intelligence-Supported Response With Social Listening Platform) to Enhance Digital Social Understanding for the COVID-19 Infodemic: Development and Implementation Study.

BACKGROUND: Amid the COVID-19 pandemic, there has been a need for rapid social understanding to inform infodemic management and response. Although social media analysis platforms have traditionally been designed for commercial brands for marketing and sales purposes, they have been underused and adapted for a comprehensive understanding of social dynamics in areas such as public health. Traditional systems have challenges for public health use, and new tools and innovative methods are required. The World Health Organization Early Artificial Intelligence-Supported Response with Social Listening (EARS) platform was developed to overcome some of these challenges. OBJECTIVE: This paper describes the development of the EARS platform, including data sourcing, development, and validation of a machine learning categorization approach, as well as the results from the pilot study. METHODS: Data for EARS are collected daily from web-based conversations in publicly available sources in 9 languages. Public health and social media experts developed a taxonomy to categorize COVID-19 narratives into 5 relevant main categories and 41 subcategories. We developed a semisupervised machine learning algorithm to categorize social media posts into categories and various filters. To validate the results obtained by the machine learning-based approach, we compared it to a search-filter approach, applying Boolean queries with the same amount of information and measured the recall and precision. Hotelling T2 was used to determine the effect of the classification method on the combined variables. RESULTS: The EARS platform was developed, validated, and applied to characterize conversations regarding COVID-19 since December 2020. A total of 215,469,045 social posts were collected for processing from December 2020 to February 2022. The machine learning algorithm outperformed the Boolean search filters method for precision and recall in both English and Spanish languages (P<.001). Demographic and other filters provided useful insights on data, and the gender split of users in the platform was largely consistent with population-level data on social media use. CONCLUSIONS: The EARS platform was developed to address the changing needs of public health analysts during the COVID-19 pandemic. The application of public health taxonomy and artificial intelligence technology to a user-friendly social listening platform, accessible directly by analysts, is a significant step in better enabling understanding of global narratives. The platform was designed for scalability; iterations and new countries and languages have been added. This research has shown that a machine learning approach is more accurate than using only keywords and has the benefit of categorizing and understanding large amounts of digital social data during an infodemic. Further technical developments are needed and planned for continuous improvements, to meet the challenges in the generation of infodemic insights from social media for infodemic managers and public health professionals.

An anti-infodemic virtual center for the Americas.

The Pan American Health Organization/World Health Organization (PAHO/WHO) Anti-Infodemic Virtual Center for the Americas (AIVCA) is a project led by the Department of Evidence and Intelligence for Action in Health, PAHO and the Center for Health Informatics, PAHO/WHO Collaborating Center on Information Systems for Health, at the University of Illinois, with the participation of PAHO staff and consultants across the region. Its goal is to develop a set of tools-pairing AI with human judgment-to help ministries of health and related health institutions respond to infodemics. Public health officials will learn about emerging threats detected by the center and get recommendations on how to respond. The virtual center is structured with three parallel teams: detection, evidence, and response. The detection team will employ a mixture of advanced search queries, machine learning, and other AI techniques to sift through more than 800 million new public social media posts per day to identify emerging infodemic threats in both English and Spanish. The evidence team will use the EasySearch federated search engine backed by AI, PAHO's knowledge management team, and the Librarian Reserve Corps to identify the most relevant authoritative sources. The response team will use a design approach to communicate recommended response strategies based on behavioural science, storytelling, and information design approaches.

El centro virtual contra la infodemia para la Región de las Américas de la Organización Panamericana de la Salud/Organización Mundial de la Salud (OPS/OMS) es un proyecto liderado por el Departamento de Evidencia e Inteligencia para la Acción en la Salud de la OPS y el Center for Health Informatics de la Universidad de Illinois, centro colaborador de la OPS/OMS en sistemas de información para la salud, con la participación de personal y consultores de la OPS en toda la Región. Su objetivo es crear un conjunto de herramientas que combinen inteligencia artificial (IA) y los criterios humanos para apoyar a los ministerios de salud y las instituciones relacionadas con la salud en la respuesta a la infodemia. Los funcionarios de salud pública recibirán formación sobre las amenazas emergentes detectadas por el centro y recomendaciones sobre cómo abordarlas. El centro virtual está estructurado en tres equipos paralelos: detección, evidencia y respuesta. El equipo de detección empleará una combinación de consultas mediante búsqueda avanzada, aprendizaje automático y otras técnicas de IA para evaluar más de 800 millones de publicaciones nuevas en las redes sociales al día con el fin de detectar amenazas emergentes en el ámbito de la infodemia tanto en inglés como en español. El equipo de evidencia hará uso del motor de búsqueda federado EasySearch y, con el apoyo de la IA, el equipo de gestión del conocimiento de la OPS y la red Librarian Reserve Corps, determinará cuáles son las fuentes autorizadas más pertinentes. El equipo de respuesta utilizará un enfoque vinculado al diseño para difundir las estrategias recomendadas sobre la base de las ciencias del comportamiento, la narración de historias y el diseño de la información.

O Centro Virtual Anti-Infodemia para as Américas (AIVCA, na sigla em inglês) da Organização Pan-Americana da Saúde/Organização Mundial da Saúde (OPAS/OMS) é um projeto liderado pelo Departamento de Evidência e Inteligência para a Ação em Saúde da OPAS e pelo Centro de Informática em Saúde da Universidade de Illinois, EUA (Centro Colaborador da OPAS/OMS para Sistemas de Informação para a Saúde), com a participação de funcionários e consultores da OPAS de toda a região. Seu objetivo é desenvolver um conjunto de ferramentas ­ combinando a inteligência artificial (IA) com o discernimento humano ­ para ajudar os ministérios e instituições de saúde a responder às infodemias. As autoridades de saúde pública aprenderão sobre as ameaças emergentes detectadas pelo centro e obterão recomendações sobre como responder. O centro virtual está estruturado com três equipes paralelas: detecção, evidência e resposta. A equipe de detecção utilizará consultas de pesquisa avançada, machine learning (aprendizagem de máquina) e outras técnicas de IA para filtrar mais de 800 milhões de novas postagens públicas nas redes sociais por dia, a fim de identificar ameaças infodêmicas emergentes em inglês e espanhol. A equipe de evidência usará o mecanismo de busca federada EasySearch, com apoio de IA, da equipe de gestão de conhecimento da OPAS e do Librarian Reserve Corps (LRC), para identificar as fontes abalizadas mais relevantes. A equipe de resposta usará uma abordagem de design para comunicar estratégias de resposta recomendadas com base em abordagens de ciência comportamental, narração de histórias e design da informação.

[Digital transformation for more equitable and sustainable public health in the age of digital interdependenceTransformação digital para uma saúde pública mais equitativa e sustentável na era da interdependência digital]. / La transformación digital para una salud pública más equitativa y sostenible en la era de la interdependencia digital.

This article describes eight guiding principles for the digital transformation of the health sector and identifies their relationship with the COVID-19 pandemic, as well as highlighting their importance to countries undergoing digital transformation processes. In the Region of the Americas, among other gaps, 30% of people do not have access to the Internet, which is why it is mandatory to develop policies and actions to deliver public health interventions equitably and sustainably to ensure that no one is left behind. The eight principles focus on the four areas of a sustainable health system - human, social, economic and environmental - and highlight the broader possibilities using digital technology to impact the sustainability of health systems.

Este artigo descreve oito princípios norteadores para a transformação digital do setor da saúde e identifica sua relação com a pandemia de COVID-19, além de destacar sua importância para os países que estão em processo de transformação digital. Na Região das Américas, entre outras lacunas, 30% das pessoas não têm acesso à Internet; portanto, é imprescindível desenvolver políticas e ações para realizar intervenções de saúde pública de maneira equitativa e sustentável, para assegurar que ninguém seja deixado para trás. Os oito princípios enfocam as quatro áreas de um sistema de saúde sustentável ­ humana, social, econômica e ambiental ­ e destacam possibilidades mais amplas do uso da tecnologia digital para impactar a sustentabilidade dos sistemas de saúde.

Digital Transformation for More Equitable and Sustainable Public Health in the Age of Digital Interdependence.

This article describes 8 guiding principles for the digital transformation of the health sector and identifies their relationship with the COVID-19 pandemic, as well as highlights their importance to countries undergoing digital transformation processes. In the Region of the Americas, among other gaps, 30% of people do not have access to the Internet, which is why it is mandatory to develop policies and actions to deliver public health interventions equitably and sustainably to ensure that no one is left behind. The 8 principles focus on the 4 areas of a sustainable health system-human, social, economic, and environmental-and highlight the broader possibilities for using digital technology to have an impact on the sustainability of health systems. (Am J Public Health. 2022;112(S6):S621-S624. https://doi.org/10.2105/AJPH.2022.306749).

Using FHIR to Support COVID-19 Vaccine Safety Electronic Case Reports in America.

During the COVID-19 pandemic, the Pan American Health Organization (PAHO) promoted several activities to strengthen the countries' emergency response. Vaccines represented a breakthrough in the pandemic evolution, even though they have not been equitably distributed. As most vaccines have received emergency authorizations for their timely delivery, vaccine safety surveillance has been highlighted for detecting early signals of potential adverse events following immunization (AEFI, also known as ESAVI). The objective of this article is to share the different steps, methodologies, and preliminary results of a regional policy to strengthen the ESAVI surveillance system in the Americas, including the adoption of HL7 FHIR for health information exchange between countries and PAHO.

[Information systems for health: an analysis of design from a public policy perspectiveSistemas de informação para a saúde: uma análise do design na perspectiva das políticas públicas]. / Sistemas de información para la salud: un análisis del diseño desde la perspectiva de las políticas públicas.

In 2019, the Pan American Health Organization approved a regional policy known as the Plan of Action for Strengthening Information Systems for Health 2019-2023, the design of which is the subject of this article. This analysis was carried out from the point of view of the development of the plan of action, as well as its implementation, in the light of the theoretical concepts of Harold Lasswell and Charles Lindblom. In the study of this policy, consideration was given to context, focus on problems, diversity, and the variety of methods used. The impartial search for the public interest, design of practical policies, needs of public officials, and provision of recommendations are discussed. The policy can be implemented regardless of the administrative configuration of countries and territories, or the political power that other institutions may exercise. Its design is oriented toward universal access to health services in the countries of the Americas, taking into account cultural and linguistic diversity, including indigenous populations, which shows that it was contextualized for a region with high rates of inequities.

Em 2019, a Organização Pan-Americana da Saúde aprovou uma política regional conhecida como Plano de Ação para o Fortalecimento dos Sistemas de Informação para a Saúde 2019-2023, cujo design é o tema deste artigo. A análise foi realizada tanto do ponto de vista de sua elaboração quanto de sua implementação, à luz dos conceitos teóricos de Harold Lasswell e Charles Lindblom. O seguinte estudo de política foi realizado a partir de uma reflexão sobre seu contexto, orientação para os problemas, diversidade e multiplicidade dos métodos utilizados. Da mesma forma, foi feita uma reflexão sobre a busca imparcial do interesse público, o design de políticas práticas, a satisfação das necessidades dos funcionários públicos e a oferta de recomendações. A política pode ser implementada independentemente da configuração administrativa dos países e territórios ou do poder político que outras instituições possam exercer. Seu design visa ao acesso universal aos serviços de saúde para a região das Américas, levando em consideração a diversidade cultural e linguística, incluindo populações indígenas, mostrando que foi contextualizado para uma região com altos índices de iniquidade.

Data gaps towards health development goals, 47 low- and middle-income countries.

OBJECTIVE: To assess the availability and gaps in data for measuring progress towards health-related sustainable development goals and other targets in selected low- and middle-income countries. METHODS: We used 14 international population surveys to evaluate the health data systems in the 47 least developed countries over the years 2015-2020. We reviewed the survey instruments to determine whether they contained tools that could be used to measure 46 health-related indicators defined by the World Health Organization. We recorded the number of countries with data available on the indicators from these surveys. FINDINGS: Twenty-seven indicators were measurable by the surveys we identified. The two health emergency indicators were not measurable by current surveys. The percentage of countries that used surveys to collect data over 2015-2020 were lowest for tuberculosis (2/47; 4.3%), hepatitis B (3/47; 6.4%), human immunodeficiency virus (11/47; 23.4%), child development status and child abuse (both 13/47; 27.7%), compared with safe drinking water (37/47; 78.7%) and births attended by skilled health personnel (36/47; 76.6%). Nineteen countries collected data on 21 or more indicators over 2015-2020 while nine collected data on no indicators; over 2018-2020 these numbers reduced to six and 20, respectively. CONCLUSION: Examining selected international surveys provided a quick summary of health data available in the 47 least developed countries. We found major gaps in health data due to long survey cycles and lack of appropriate survey instruments. Novel indicators and survey instruments would be needed to track the fast-changing situation of health emergencies.

[Public health and digital interdependence: technological evolution, technological sustainability, and the user revolutionSaúde pública e a interdependência digital: evolução tecnológica, sustentabilidade tecnológica e a revolução do usuário]. / Salud pública y la interdependencia digital: evolución tecnológica, sostenibilidad tecnológica y la revolución del usuario.

The "technological revolution in the health sector" resulting from the boom in the use of information and communications technologies (ICT) during the COVID-19 pandemic may, in fact, be due to a revolution among users whose close relationship with ICT has mobilized health systems, with the pandemic as a turning point. This article proposes a conceptual model of technological evolution and revolution among users, with transitions from acceptance of digital health to an understanding of its potential, and from the sustainability of digital health to trust in its various applications and governance. This requires clear approaches and agreements between the different sectors of the health system in terms of management, infrastructure, policies, and training, among other areas, focused on the user revolution and ensuring that no one is left behind.This article aims to conceptualize the process of evolution and revolution in ICT, as it applies to health in the context of the COVID-19 pandemic.

Argumenta-se que a chamada "revolução tecnológica no setor da saúde", devido ao boom no uso das tecnologias da informação e comunicação (TIC) ocorrido durante a pandemia de COVID-19, na verdade se deve a uma revolução do usuário que, devido à sua estreita relação com as TIC e no ponto de inflexão da pandemia, mobilizou os sistemas de saúde. Nesse sentido, propõe-se um modelo conceitual de evolução e revolução tecnológica dos usuários, com transições da aceitação da saúde digital para a compreensão do seu potencial, bem como da sustentabilidade da saúde digital para a confiança em suas diversas aplicações e governanças. Isso requer enfoques e acordos claros entre os diferentes setores do sistema de saúde em termos de gestão, infraestrutura, políticas e capacitação, entre outros, com foco na revolução do usuário e assegurando que ninguém fique para trás. Este artigo tem como objetivo conceitualizar o processo de evolução e revolução das TIC aplicadas à saúde no contexto da pandemia de COVID-19.

Toward a holistic definition for Information Systems for Health in the age of digital interdependence.

The article's main objective is to propose a new definition for Information Systems for Health, which is characterized by the identification and involvement of all the parts of a complex and interconnected process for data collection and decision-making in public health in the information society. The development of the concept was through a seven-step process including document analysis, on-site and virtual sessions for experts, and an online survey of broader health professionals. This new definition seeks to provide a holistic view, process, and approach for managing interoperable applications and databases that ethically considers open and free access to structured and unstructured data from different sectors, strategic information, and information and communication technology (ICT) tools for decision-making for the benefit of public health. It also supports the monitoring of the Sustainable Development Goals and the implementation of universal access to health and universal health coverage as well as Health in All Policies as an approach to promote health-related policies across sectors. Information Systems for Health evolves from preconceptions of health information systems to an integrated and multistakeholder effort that ensures better care and better policy-making and decision-making.

El objetivo principal de este artículo es proponer una nueva definición de los sistemas de información para la salud, que se caracterizan por la identificación y la participación de todas las partes involucradas en un complejo proceso interconectado de recopilación de datos y toma de decisiones en el ámbito de la salud pública en la sociedad de la información. El concepto se desarrolló en un proceso de siete pasos que incluyó el análisis de documentos, sesiones presenciales y virtuales con expertos y una encuesta en línea a profesionales de la salud en general. Esta nueva definición procura ofrecer un criterio holístico, un proceso y un enfoque para la gestión de bases de datos y aplicaciones interoperables que considere desde un punto de vista ético el acceso abierto y gratuito a datos estructurados y no estructurados de diferentes sectores, información estratégica y herramientas de tecnologías de la información y de la comunicación (TIC) para la toma de decisiones en beneficio de la salud pública. También brinda apoyo al seguimiento de los Objetivos de Desarrollo Sostenible y la ejecución del acceso universal a la salud y la cobertura universal de salud, así como la salud en todas las políticas como iniciativa para promover políticas relacionadas con la salud en todos los sectores. El concepto de sistemas de información para la salud implica una evolución desde lo que se consideraba anteriormente sistemas de información de salud hacia un esfuerzo integrado por parte de varios interesados directos que garantiza una mejora en la atención, la formulación de políticas y la toma de decisiones.

O principal objetivo deste artigo é propor uma nova definição para Sistemas de Informação em Saúde, que são caracterizados pela identificação e participação de todas as partes de um processo complexo e interconectado para a coleta de dados e tomada de decisão em saúde pública na sociedade da informação. O conceito foi desenvolvido por um processo de sete passos incluindo análise de documentos, sessões presenciais e virtuais com especialistas e uma pesquisa on-line com profissionais de saúde generalistas. A nova definição busca oferecer uma visão, um processo e uma abordagem holística para gerenciar aplicativos e bases de dados interoperáveis que consideram eticamente o acesso aberto e gratuito a dados estruturados e não estruturados de diferentes setores, informações estratégicas e ferramentas de tecnologia da informação e comunicação (TIC) para tomadas de decisão em prol da saúde pública. Também sustenta o monitoramento dos Objetivos de Desenvolvimento Sustentável e a implementação do acesso universal à saúde e da cobertura universal de saúde, assim como a Saúde em Todas as Políticas como uma abordagem para promover políticas relacionadas à saúde em vários setores. Os Sistemas de Informação em Saúde evoluíram de pré-conceitos dos sistemas de informação de saúde para um esforço integrado e com muitas partes interessadas, assegurando melhor cuidado, formulação de políticas e tomada de decisão.

[Implementation of telemedicine in the Americas: Barriers and facilitatorsBarreiras e facilitadores para a implementação da telemedicina nas Américas]. / Barreras y facilitadores a la implementación de la telemedicina en las Américas.

With millions of people in the world in situations of physical distancing because of COVID-19, information and communication technology (ICT) has become as one of the principal means of interaction and collaboration. The following advantages of ICT have been cited since the start of the new millennium: increased access to information and service delivery, educational strengthening, quality control of screening programs, and reduction of health care costs. In the case of telemedicine, however, a number of barriers-especially technological, human and social, psychosocial, anthropological, economic, and governance-related-have stood in the way of its adoption. The past 20 years have seen an increase in the availability of resources and technical capacity, improvements in digital education, empowerment of patients regarding their treatment, and increased public interest in this area. Successes have included the use of interdisciplinary teams, academic and professional networking, and virtual medical consultations. After reviewing the state of telemedicine in the Region of the Americas, the authors recommend the urgent adoption of measures aimed at implementing national telemedicine policies and programs, including a regulatory framework and adequate funding. Implementation of the measures should be integrated and interoperable and include the support of academic networks and the collaboration of specialized institutions. The policies should generate an enabling context that ensures sustainability of the progress achieved, bearing in mind the possible barriers mentioned.

Com milhões de pessoas no mundo em situação de distanciamento físico devido à COVID-19, as tecnologias da informação e comunicação (TICs) se enquadraram como um dos meios principais de interação e colaboração. Já no início deste milênio, começaram a ser mencionadas as seguintes vantagens: maior acesso à informação e à prestação de serviços; fortalecimento da educação; controle de qualidade dos programas de detecção e redução dos custos na atenção à saúde. No entanto, entre as principais barreiras de adoção da telemedicina se encontram as de caráter: tecnológico; humano e social; psicossocial e antropológico; de governança e econômico. Nestes 20 anos, houve um aumento nos recursos e na capacidade técnica, uma melhora na educação digital, um empoderamento do paciente em seu tratamento e um maior interesse público nessa área. Em especial, são consideradas bem-sucedidas a constituição de equipes interdisciplinares e as redes acadêmicas e profissionais, e as consultas médicas virtuais. Após revisar o estado da telemedicina na Região das Américas, os autores recomendam a adoção de medidas urgentes para implementar políticas e programas nacionais de telemedicina, incluindo o marco normativo e o orçamento necessário. Essa implementação deve ser realizada de maneira integral e interoperável e sustentada por redes acadêmicas, de parceria e instituições especializadas. Tais políticas devem gerar um contexto favorável, dando sustentabilidade ao avanço obtido e considerando os aspectos mencionados nas possíveis barreiras.

Collaborating in the Time of COVID-19: The Scope and Scale of Innovative Responses to a Global Pandemic.

The emergence of COVID-19 spurred the formation of myriad teams to tackle every conceivable aspect of the virus and thwart its spread. Enabled by global digital connectedness, collaboration has become a constant theme throughout the pandemic, resulting in the expedition of the scientific process (including vaccine development), rapid consolidation of global outbreak data and statistics, and experimentation with novel partnerships. To document the evolution of these collaborative efforts, the authors collected illustrative examples as the pandemic unfolded, supplemented with publications from the JMIR COVID-19 Special Issue. Over 60 projects rooted in collaboration are categorized into five main themes: knowledge dissemination, data propagation, crowdsourcing, artificial intelligence, and hardware design and development. They highlight the numerous ways that citizens, industry professionals, researchers, and academics have come together worldwide to consolidate information and produce products to combat the COVID-19 pandemic. Initially, researchers and citizen scientists scrambled to access quality data within an overwhelming quantity of information. As global curated data sets emerged, derivative works such as visualizations or models were developed that depended on consistent data and would fail when there were unanticipated changes. Crowdsourcing was used to collect and analyze data, aid in contact tracing, and produce personal protective equipment by sharing open designs for 3D printing. An international consortium of entrepreneurs and researchers created a ventilator based on an open-source design. A coalition of nongovernmental organizations and governmental organizations, led by the White House Office of Science and Technology Policy, created a shared open resource of over 200,000 research publications about COVID-19 and subsequently offered cash prizes for the best solutions to 17 key questions involving artificial intelligence. A thread of collaboration weaved throughout the pandemic response, which will shape future efforts. Novel partnerships will cross boundaries to create better processes, products, and solutions to consequential societal challenges.

Barreras y facilitadores a la implementación de la telemedicina en las Américas / Barriers and facilitators to the implementation of the telemedicine in the Americas

Con millones de personas en el mundo en situación de distanciamiento físico por el COVID-19, las tecnologías de la información y comunicaciones (TICs) se han posicionado como uno de los medios principales de interacción y colaboración. Ya al inicio de este milenio se empezaban a mencionar las siguientes ventajas: mayor acceso a la información y a la prestación de servicios; fortalecimiento educativo; control de calidad de los programas de detección y reducción de los costos de la atención de en salud. Sin embargo, entre las principales barreras de adopción de la telemedicina se encuentran las de índole: tecnológicas; humanas y sociales; psico-sociales y antropológicas; de Gobernanza y económicas. En estos 20 años se logró un aumento en los recursos y capacidad técnica, una mejora en la educación digital, un empoderamiento del paciente en su tratamiento y un mayor interés público en esta área. En especial se considera exitosa la conformación de equipos interdisciplinarios, las redes académicas y profesionales y las consultas médicas virtuales. Después de revisar el estado de la telemedicina en la Región de las Américas, los autores recomiendan adoptar medidas urgentes para poner en práctica políticas y programas nacionales de telemedicina, incluyendo el marco normativo y presupuesto necesario, cuya implementación se realice de manera integral e interoperable y que se sustente de redes académicas, de colaboración e instituciones especializadas. Dichas políticas deben generar un contexto habilitante que den sostenibilidad al avance logrado, considerando los aspectos mencionados en las posibles barreras

Registros médicos de pacientes: La digitalización ya no es una opción y debe ser una obligación / Prontuários médicos do paciente: a digitalização não é mais uma opção e deve ser uma obrigação / Patient medical records: Digitization is no longer an option and should be mandatory

Los registros médicos han ido transformándose desde ser exclusivamente basados en papel a ser, en muchos casos, exclusivamente digitales. Este cambio se ha dado gradualmente: inicialmente aislados del sistema local o nacional de información en salud y luego en proceso de integración o ya completamente interconectados con todo el sistema. Esto fue gracias al acceso de la sociedad a sistemas electrónicos que pueden comunicarse e intercambiar datos entre sí de manera ágil y tecnológicamente interoperable. Existen sin embargo aún grandes retos sobre cómo lograr esta interoperabilidad, así como el establecimiento de la seguridad, privacidad y confidencialidad de los datos; sin embargo, los registros médicos en formato digital son hoy una poderosa e indispensable herramienta para la toma de decisiones, la formulación de políticas y la adecuada gestión de la salud pública.

Os prontuários médicos foram se transformando desde ser exclusivamente em papel para ser, em muitos casos, exclusivamente digitais. Essa mudança tem acontecido gradativamente: inicialmente isolada do sistema local ou nacional de informação em saúde e depois em processo de integração ou já totalmente interligada a todo o sistema. Isso graças ao acesso da sociedade a sistemas eletrônicos que podem se comunicar e trocar dados de forma ágil e tecnologicamente interoperável. No entanto, ainda existem grandes desafios para atingir essa interoperabilidade, bem como o estabelecimento da segurança, privacidade e confidencialidade dos dados; entretanto, os prontuários em formato digital são hoje uma ferramenta poderosa e indispensável para a tomada de decisões, a formulação de políticas e a gestão adequada da saúde pública.

Medical records have been transforming from exclusively paper-based into, in many cases, exclusively digital. This change has occurred gradually: initially isolated from the local or national health information system and then in the integration process or already completely interconnected with the entire system. This is due to the society's access to electronic systems that can communicate and exchange data with each other in an agile and technologically interoperable way. However, there are still great challenges on how to achieve this interoperability and to establish data security, privacy, and confidentiality; however, medical records in digital format are today a powerful and indispensable tool for decision-making, policy formulation, and proper public health management.

Framework for Managing the COVID-19 Infodemic: Methods and Results of an Online, Crowdsourced WHO Technical Consultation.

BACKGROUND: An infodemic is an overabundance of information-some accurate and some not-that occurs during an epidemic. In a similar manner to an epidemic, it spreads between humans via digital and physical information systems. It makes it hard for people to find trustworthy sources and reliable guidance when they need it. OBJECTIVE: A World Health Organization (WHO) technical consultation on responding to the infodemic related to the coronavirus disease (COVID-19) pandemic was held, entirely online, to crowdsource suggested actions for a framework for infodemic management. METHODS: A group of policy makers, public health professionals, researchers, students, and other concerned stakeholders was joined by representatives of the media, social media platforms, various private sector organizations, and civil society to suggest and discuss actions for all parts of society, and multiple related professional and scientific disciplines, methods, and technologies. A total of 594 ideas for actions were crowdsourced online during the discussions and consolidated into suggestions for an infodemic management framework. RESULTS: The analysis team distilled the suggestions into a set of 50 proposed actions for a framework for managing infodemics in health emergencies. The consultation revealed six policy implications to consider. First, interventions and messages must be based on science and evidence, and must reach citizens and enable them to make informed decisions on how to protect themselves and their communities in a health emergency. Second, knowledge should be translated into actionable behavior-change messages, presented in ways that are understood by and accessible to all individuals in all parts of all societies. Third, governments should reach out to key communities to ensure their concerns and information needs are understood, tailoring advice and messages to address the audiences they represent. Fourth, to strengthen the analysis and amplification of information impact, strategic partnerships should be formed across all sectors, including but not limited to the social media and technology sectors, academia, and civil society. Fifth, health authorities should ensure that these actions are informed by reliable information that helps them understand the circulating narratives and changes in the flow of information, questions, and misinformation in communities. Sixth, following experiences to date in responding to the COVID-19 infodemic and the lessons from other disease outbreaks, infodemic management approaches should be further developed to support preparedness and response, and to inform risk mitigation, and be enhanced through data science and sociobehavioral and other research. CONCLUSIONS: The first version of this framework proposes five action areas in which WHO Member States and actors within society can apply, according to their mandate, an infodemic management approach adapted to national contexts and practices. Responses to the COVID-19 pandemic and the related infodemic require swift, regular, systematic, and coordinated action from multiple sectors of society and government. It remains crucial that we promote trusted information and fight misinformation, thereby helping save lives.