Bernard C K Choi’s research while affiliated with University of Toronto and other places

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Publications (97)


FIGURE 1. Enhanced definitions of data, information, knowledge, intelligence and wisdom (DIKIW) for the DIKIW Conceptual Framework (1)
Public health surveillance and the data, information, knowledge, intelligence and wisdom paradigm
  • Article
  • Full-text available

March 2024

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176 Reads

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2 Citations

Revista Panamericana de Salud Pública

Bernard C.K. Choi

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Paula A. Diaz

This article points out deficiencies in present-day definitions of public health surveillance, which include data collection, analysis, interpretation and dissemination, but not public health action. Controlling a public health problem of concern requires a public health response that goes beyond information dissemination. It is undesirable to have public health divided into data generation processes (public health surveillance) and data use processes (public health response), managed by two separate groups (surveillance experts and policy-makers). It is time to rethink the need to modernize the definition of public health surveillance, inspired by the authors’ enhanced Data, Information, Knowledge, Intelligence and Wisdom model. Our recommendations include expanding the scope of public health surveillance beyond information dissemination to comprise actionable knowledge (intelligence); mandating surveillance experts to assist policy-makers in making evidence-informed decisions; encouraging surveillance experts to become policy-makers; and incorporating public health literacy training – from data to knowledge to wisdom – into the curricula for all public health professionals. Work on modernizing the scope and definition of public health surveillance will be a good starting point. Keywords Public health surveillance; data collection; health information management; population health management; health literacy; learning health system; intelligence

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Lettre à la rédaction - Réponse des auteurs aux lettres à la rédaction à propos du commentaire « Santé publique clinique : exploiter le meilleur des deux mondes pour la santé comme pour le traitement des maladies »

April 2023

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6 Reads

Promotion de la santé et prévention des maladies chroniques au Canada

Bernard C. K. Choi

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Arlene S. King

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Kathryn Graham

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[...]

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Donna L. Reynolds

Nous sommes heureux que notre article sur la santé publique clinique1 ait reçu l’appui du Dr Shah2, qui mentionne également des éléments historiques importants au sujet de la santé publique clinique. Le Dr Shah a été le premier directeur d’un nouveau programme de résidence lancé en 1976 à l’Université de Toronto, soit le programme de résidence en médecine communautaire, qui porte maintenant le nom de programme de résidence en santé publique et en médecine préventive. Même s’il prétend ne pas avoir « su rassembler les cliniciens et les professionnels de la santé publique pour définir les éléments communs et les synergies nécessaires »2, nous sommes d’avis qu’il n’a pas échoué, car ses efforts ont inspiré ses étudiants (dont plusieurs ont corédigé l’article en question1). Tirant parti de son héritage important, les générations suivantes de cliniciens et de professionnels en santé publique ont fait des avancées sur le plan d’une collaboration efficace entre médecine clinique et santé publique.


Authors’ response to Letters to the Editor re: Clinical public health: harnessing the best of both worlds in sickness and in health

April 2023

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22 Reads

Health Promotion and Chronic Disease Prevention in Canada

We are pleased that our paper on clinical public health1 received support from Dr. Shah,2 who also provides important historical aspects of clinical public health. Dr. Shah was the inaugural director of a newly created residency program (Community Medicine, now known as Public Health and Preventive Medicine) at the University of Toronto in 1976. Although he claims to have failed to “bring clinicians and public health professionals together to define the common elements and synergy needed,”2 we believe he did not fail, because his efforts ignited sparks among his students (including several co-authors of this paper1). Building on his important legacy, subsequent generations of clinicians and public health professionals have made strides towards effective collaboration of clinical medicine and public health.


Clinical public health: harnessing the best of both worlds in sickness and in health

October 2022

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54 Reads

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4 Citations

Health Promotion and Chronic Disease Prevention in Canada

Introduction Effective, sustained collaboration between clinical and public health professionals can lead to improved individual and population health. The concept of clinical public health promotes collaboration between clinical medicine and public health to address complex, real­world health challenges. In this commentary, we describe the concept of clinical public health, the types of complex problems that require collaboration between individual and population health, and the barriers towards and applications of clinical public health that have become evident during the COVID­19 pandemic. Rationale The focus of clinical medicine on the health of individuals and the aims of public health to promote and protect the health of populations are complementary. Interdisciplinary collaborations at both levels of health interventions are needed to address complex health problems. However, there is a need to address the disciplinary, cultural and financial barriers to achieving greater and sustained collaboration. Recent successes, particularly during the COVID­19 pandemic, provide a model for such collaboration between clinicians and public health practitioners Conclusion A public health approach that fosters ongoing collaboration between clinical and public health professionals in the face of complex health threats will have greater impact than the sum of the parts.


Santé publique clinique : exploiter le meilleur des deux mondes pour la santé comme pour le traitement des maladies

October 2022

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20 Reads

Promotion de la santé et prévention des maladies chroniques au Canada

Introduction Une collaboration efficace et soutenue entre cliniciens et professionnels en santé publique peut améliorer la santé des individus et la santé de la population. Le concept de santé publique clinique favorise cette collaboration entre médecine clinique et santé publique et permet de relever des défis complexes en matière de santé. Dans ce commentaire, nous décrivons le concept de santé publique clinique, les types de problèmes complexes qui nécessitent une collaboration entre les professionnels responsables de la santé des individus et ceux responsables de la santé de la population, de même que les obstacles à la santé publique clinique et les applications de la santé publique clinique qui ont émergé pendant la pandémie de COVID-19. Argumentaire Il existe une complémentarité entre la médecine clinique, qui est axée sur la santé des individus, et la santé publique, qui est axée sur la promotion et la protection de la santé des populations. Une collaboration entre ces deux disciplines est nécessaire pour résoudre les problèmes de santé complexes. Pour ce faire, toutefois, il convient de s’attaquer aux obstacles relatifs aux disciplines, ainsi qu’aux obstacles culturels et financiers qui empêchent une collaboration accrue et durable en la matière. Les succès récents, particulièrement durant la pandémie de COVID-19, constituent un modèle de collaboration de ce type entre cliniciens et praticiens en santé publique. Conclusion Une approche en matière de santé publique qui favorise une collaboration permanente entre cliniciens et professionnels en santé publique pour lutter contre des menaces sanitaires complexes aura plus d’impact que la somme de ses parties.


Defining Clinical Public Health

June 2021

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66 Reads

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5 Citations

Clinical & Investigative Medicine

Purpose: To solve complex health issues, an innovative and multidisciplinary framework is necessary. The Clinical Public Health (CPH) Division was established at the University of Toronto (UofT), Canada to foster inte-gration of primary care, preventive medicine and public health in education, practice and research. To better understand how the construct of CPH might be applied, we surveyed clinicians, researchers and public health professionals affiliated with the CPH Division to assess their understanding of the CPH concept and its utility in fostering broad collaboration. Methods: A two-wave anonymous survey of the active faculty of the CPH Division, UofT was conducted across Canada. Wave 1 participants (n = 187; 2016) were asked to define CPH, while Wave 2 participants (n = 192; 2017) were provided a synthesis of Wave 1 results and asked to rank each definition. Both waves were asked about the need for a common definition, and to comment on CPH. Results: Response rates for the first and second waves were 25% and 22%, respectively. Of the six definitions of CPH from Wave 1, "the intersection of clinical practice and public health," was most highly ranked by Wave 2 participants. Positive perceptions of CPH included multidisciplinary collaboration, new fields and insights, forward thinking and innovation. Negative perceptions included CPH being a confusing term, too narrow in scope or too clinical. Conclusion: The concept of Clinical Public Health can foster multidisciplinary collaboration to address com-plex health issues because it provides a useful framework for bringing together key disciplines and diverse professional specialties.



Canadian Alliance for Regional Risk Factor Surveillance (CARRFS) 2020 SYMPOSIUM Proceedings Report

Executive Summary The Canadian Alliance for Regional Risk Factor Surveillance (CARRFS) is a network of public health stakeholders across Canada interested in working together to build and strengthen regional/local chronic disease risk factor surveillance. Since it’s inception in 2007, CARRFS has acted as a networking space for public health, academic and policy professionals interested in regional risk factor surveillance. In 2020, CARRFS hosted a virtual symposium “The Art and Science of Data Linkage: Applications to Public Health Surveillance across Socio-economic and Environmental Determinants of Health”. The symposium was designed to: (1) describe the value of data linkage for public health surveillance activities that span socio-economic and environmental determinants of health, (2) explore the opportunities and challenges of data linkage at the population level, and (3) discuss the potential opportunities for data linkage to conduct environmental health surveillance, including climate change. The 2020 symposium, with well over 100 attendees, was a success. The keynote speakers spoke on population-based data linkage and linking of environmental data and the eight contributed sessions covered a wide variety of related topics of interest to CARRFS members nation wide. On behalf of all CARRFS members, the CARRFS Organizing Committee is thankful for the generous financial support of the Public Health Agency of Canada (PHAC) and SAS Canada. Sommaire exécutif L'Alliance canadienne de surveillance régionale des facteurs de risque (ACSRFR) est un réseau de professionnels de la santé publique à travers le Canada intéressés à travailler ensemble pour créer et renforcer la surveillance régionale/locale des facteurs de risque de maladies chroniques. Depuis sa création en 2007, ACSRFR a agi comme un espace de réseautage pour les professionnels de la santé publique, des politiques publiques et chercheurs universitaires intéressés par la surveillance régionale des facteurs de risque. En 2020, l’ACSRFR a organisé un symposium virtuel « L'art et la science du jumelage des données: applications à la surveillance en santé publique à travers les déterminants socio-économiques et environnementaux de la santé ». Le symposium a été conçu pour : (1) décrire la valeur ajoutée du jumelage des données pour les activités de surveillance de la santé publique qui englobent les déterminants socio-économiques et environnementaux de la santé, (2) explorer les opportunités et les défis du jumelage de données au niveau de la population, et (3) discuter du potentiel des données jumelées pour effectuer la surveillance des facteurs de risque environnementaux de la santé, incluant les changements climatiques. Le symposium 2020, avec plus de 100 participants, a été un franc succès. Les conférenciers invités ont parlé du jumelage des données populationnelles et du jumelage des données environnementales. Les huit présentations de conférenciers provenant de différentes provinces ont couvert une grande variété de sujets connexes à la thématique et d'intérêt pour les membres de l'ACRCSR à l'échelle nationale. Au nom de tous les membres de l'ACRCSR, le comité d'organisation du symposium est reconnaissant du généreux soutien financier de l'Agence de la santé publique du Canada (ASPC) et de SAS Canada.


Fig. 2 The 2007 Chronic Disease Clock (Region of the Americas): A physical clock set up on a laptop computer, powered by programs on a compact disc (CD), and displayed at the Pan American Health
Online life expectancy and health calculators that are linked to the 2020 Canadian Health Clock
The Canadian Health Clock and health calculators

July 2020

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171 Reads

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1 Citation

Canadian journal of public health. Revue canadienne de santé publique

Setting: This paper documents a participatory process of Health Portfolio staff in the design of a clock, and announces the 2020 Canadian Health Clock, with links to numerous online health calculators. The clock is part of the Health Portfolio's celebration activities in 2019 of "100 Years of Health", as the Department of Health was established in Canada in 1919. Intervention: The intervention was the development of a clock on the Government of Canada website with linkage to calculators as a health promotion tool. The clock was built on the concept of the 2004 Chronic Disease Clock, which shows the number of deaths so far today, and so far this year. The clock was developed using a consultative approach, following a review of the original clock. Outcomes: The 2020 clock incorporates new data visualization concepts. New features, facilitated by improved technology, include: expansion to all causes of death; blinking red dots to enhance visual impact; and three clock versions (analogue, featuring a moving circle; digital, table format; and graphical, bar chart format). The clock also provides links to a number of health calculators, to allow people to seek personalized information to improve their health. Implications: The online health clock and health calculators are good examples of innovation in health risk communication tools for effective knowledge translation and dissemination. They inform people about health statistics (clock) and their health (calculators). The clock engages people in the context of the Canadian population, whereas the calculators provide personalized information about improving an individual's future health.


The Pan American Health Organization-adapted Hanlon method for prioritization of health programs

July 2019

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1,073 Reads

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13 Citations

Revista Panamericana de Salud Pública

Objectives. To document the underlying science of how the Pan American Health Organization (PAHO) adapted the Hanlon method, which prioritizes disease control programs, to its wider range of program areas and used it to implement the PAHO Strategic Plan 2014 – 2019. Methods. In 2014, PAHO established a Strategic Plan Advisory Group (SPAG) with representatives from 12 Member States to work closely with the PAHO Technical Team to adapt the Hanlon method to disease and non-disease control programs. Three meetings were held in 2015 – 2016 during which SPAG reviewed existing priority-setting methods, assessed the original Hanlon method and subsequent revisions, and developed the adapted method. This project was initiated by Member States, facilitated by PAHO, and conducted jointly in transparent and horizontal technical cooperation. Results. From the original Hanlon equation, the PAHO-adapted method maintains components A (size of problem), B (seriousness of problem), and C (effectiveness of intervention), drops component D (PEARL – Propriety, Economics, Acceptability, Resources, and Legality), and adds component E (inequity) and F (institutional positioning). The PEARL score was dropped because it serves a purpose for pre-screening process, but not in the priority-setting process for PAHO. Conclusions. The PAHO-adapted Hanlon method provides a refined approach for prioritizing public health programs that include disease and non-disease control areas. The method may be useful for the World Health Organization and country governments with similar needs.


Citations (77)


... No Brasil, há esforços para a elaboração e difusão de informações de saúde -e para garantir o livre acesso a elas -, a exemplo do Painel de Evidências Científicas sobre Tratamento Farmacológico e Vacinas - COVID-19 (Ministério da Saúde, 2024). Entretanto, não basta assegurar a entrega da informação, deve-se também facilitar a compreensão pelos usuários para que possam converter o conhecimento adquirido em ação e promover impactos significativos para si e para a sociedade (Choi;Barengo;Diaz, 2024). ...

Reference:

Gestão da informação em saúde: análise do painel de evidências científicas sobre Covid-19Health information management: analysis of the scientific evidence panel on Covid-19
Public health surveillance and the data, information, knowledge, intelligence and wisdom paradigm

Revista Panamericana de Salud Pública

... Integrating public health perspectives into clinical medicine can enhance both individual and population health by bridging the gap between these disciplines [22]. While public health has historically driven significant population health improvements, collaboration between clinical and public health professionals is crucial for addressing complex health challenges [23,24]. The COVID-19 pandemic highlighted the benefits of such integration [24]. ...

Clinical public health: harnessing the best of both worlds in sickness and in health
  • Citing Article
  • October 2022

Health Promotion and Chronic Disease Prevention in Canada

... Within the healthcare continuum, given the interrelatedness of the different domains, new specialties are arising. "Clinical public health" can be defined as an emerging, cuttingedge, multi-, cross-, and inter-disciplinary field [11], at the intersection of clinical medicine and public health, characterized by multi-and inter-sectoral collaboration, new disciplines, sub-specialties, and insights [12], as well as innovation, and strategic, forward-thinking [13]. Rather than focusing on the classical differentiation and separation between preventative and clinical approaches, as carried out by the prominent epidemiologist Geoffrey Rose [14,15], clinical public health combines both strategies, integrating primary care, clinical practice, disease management, treatment, and prevention, along the healthcare continuum [16]. ...

Defining Clinical Public Health
  • Citing Article
  • June 2021

Clinical & Investigative Medicine

... Maskulinitas adalah konstruksi sosial yang menggambarkan ciri-ciri kelelakian. perempuan yang dipengaruhi oleh ras, kelas, dan budaya sehingga menjunjung tinggi nilai-nilai superioritas, kekuatan, kekuasaan, kejantanan, ketangguhan, dan fisik yang atletis (Chapman & Rutherford, 2014). Pernyataan tersebut mengartikan maskulinitas sebagai karakteristik, peran, dan tindakan yang terkait dengan laki-laki sebagai identitas gender yang diperlihatkan kepada masyarakat.Stigma maskulinitas yang ada telah menimbulkan miskonsepsi dimana remaja laki-laki apalagi kalangan anak-anak yang terdampak dalam kasus ini seolah-olah memiliki tuntutan ekspektasi dimana mereka tidak bisa menjadi korban sehingga mengakibatkan adanya tekanan internal dan mindset apabila melapor sama dengan meruntuhkan citra maskulinnya sehingga lakilaki dianggap lemah. ...

The Pan American Health Organization-adapted Hanlon method for prioritization of health programs

Revista Panamericana de Salud Pública

... Our analysis is based on data from all children observed for up to 17 years, making our estimates less biased and easier to interpret compared to child protection lifetime prevalence estimates based on a synthetic cohort life table approach. Synthetic cohort single decrement life tables, a common approach to prevalence estimates (Finkelhor, Shattuck, Turner, & Hamby, 2014;Steensma, Choi, Loukine, & Schanzer, 2018;, assume that an event can only happen once during the study period. However, for many children, child protection involvement can occur more than once during childhood, duplication which is not controlled for using synthetic cohorts that overestimate prevalence. ...

Period Life Tables for Calculating Life Expectancy: Options to Assess and Minimize the Potential for Bias
  • Citing Article
  • March 2018

American Journal of Public Health

... We note that the longitudinal assessment covered a maximum of 15 yr of an individual's life, during which three measurements were taken. The majority of the variables are based on self-reported metrics, which are prone to various sources of bias (61). However, it is notable that device-based metrics for PA became more accessible only after the last data collection, in 1990. ...

Catalog of bias in health questionnaires
  • Citing Article
  • December 2010

... Most studies reported in the international literature restrict the investigation of the various theoretical concepts of morbidity to a single country [5,[14][15][16] or the application of certain measures [16][17][18]. Kreft and Doblhammer (2016) investigated the expansion and compression of long-term care in Germany based on measuring the number of care-need-free life years. ...

Evaluating compression or expansion of morbidity in Canada: trends in life expectancy and health-adjusted life expectancy from 1994 to 2010

Health Promotion and Chronic Disease Prevention in Canada

... Ce n'est pas un hasard si l'augmentation de la prévalence de la dépendance à l'égard des aliments obésogènes hyper-savoureux 20 et si l'émergence de l'obésité à l'échelle mondiale 21 ont amené de nombreuses personnes à considérer l'obésité comme une maladie non transmissible, dont l'impact majeur sur la mortalité prématurée n'a pas encore été établi 22 . Les personnes prédisposées à la dépendance alimentaire ont également tendance à afficher des scores plus élevés aux questionnaires mesurant la dépression 20 Dans un autre article publié dans ce numéro, Steensma et ses collaborateurs présentent des données nationales sur l'espérance de vie ajustée en fonction de la santé (EVAS), une mesure composite non seulement de la quantité de vie, mais également de sa qualité 28 . À l'échelle du Canada, on a montré qu'environ 45 % de la variation de l'EVAS par région sanitaire s'expliquait par des différences liées au statut socioéconomique 29 , et Steensma et ses collaborateurs laissent entendre que la situation pourrait être pire à Terre-Neuveet-Labrador et à l'Île-du-Prince-Édouard, en particulier chez les hommes 28 . ...

Portrait de la compression et de l’expansion de la morbidité au Canada : évolution de l’espérance de vie et de l’espérance de vie ajustée en fonction de la santé, 1994-2010
  • Citing Article
  • March 2017

Promotion de la santé et prévention des maladies chroniques au Canada

... They tend to be more cautious towards safety and maintenance of their device and ensure timely servicing of their e-bikes if they happen to make noise. Another study in China also corroborates that more attentive riders face lower collision risk (Lin et al., 2017). R. Nayar et al. ...

Risk factors of bicycle traffic injury among middle school students in chaoshan rural areas of China

International Journal for Equity in Health

... Consistent with previous studies 6, [14][15][16] , the present study rea rms the distribution pattern where urban areas exhibit lower IRs compared to rural areas. Speci cally, the ratio of rural to urban age-standardized IR during the period of 2014-2017 ranged from 0.98 to 1.08, which is marginally higher than the 2012 level in Zhejiang Province (0.9) 15 , yet lower than the national level reported in 2013 (1.3) 6 . ...

Urban and Rural Differences of Acute Cardiovascular Disease Events: A Study from the Population-Based Real-Time Surveillance System in Zhejiang, China in 2012