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Li J, Fong DYT, Lok KYW, Wong JYH, Man Ho M, Choi EPH, Pandian V, Davidson PM, Duan W, Tarrant M, Lee JJ, Lin CC, Akingbade O, Alabdulwahhab KM, Ahmad MS, Alboraie M, Alzahrani MA, Bilimale AS, Boonpatcharanon S, Byiringiro S, Hasan MKC, Schettini LC, Corzo W, De Leon JM, De Leon AS, Deek H, Efficace F, El Nayal MA, El-Raey F, Ensaldo-Carrasco E, Escotorin P, Fadodun OA, Fawole IO, Goh YSS, Irawan D, Khan NE, Koirala B, Krishna A, Kwok C, Le TT, Leal DG, Lezana-Fernández MÁ, Manirambona E, Mantoani LC, Meneses-González F, Mohamed IE, Mukeshimana M, Nguyen CTM, Nguyen HTT, Nguyen KT, Nguyen ST, Nurumal MS, Nzabonimana A, Omer NAMA, Ogungbe O, Poon ACY, Reséndiz-Rodriguez A, Puang-Ngern B, Sagun CG, Shaik RA, Shankar NG, Sommer K, Toro E, Tran HTH, Urgel EL, Uwiringiyimana E, Vanichbuncha T, Youssef N. Key lifestyles and health outcomes across 16 prevalent chronic diseases: A network analysis of an international observational study. J Glob Health 2024; 14:04068. [PMID: 38606605 PMCID: PMC11010581 DOI: 10.7189/jogh-14-04068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2024] Open
Abstract
Background Central and bridge nodes can drive significant overall improvements within their respective networks. We aimed to identify them in 16 prevalent chronic diseases during the coronavirus disease 2019 (COVID-19) pandemic to guide effective intervention strategies and appropriate resource allocation for most significant holistic lifestyle and health improvements. Methods We surveyed 16 512 adults from July 2020 to August 2021 in 30 territories. Participants self-reported their medical histories and the perceived impact of COVID-19 on 18 lifestyle factors and 13 health outcomes. For each disease subgroup, we generated lifestyle, health outcome, and bridge networks. Variables with the highest centrality indices in each were identified central or bridge. We validated these networks using nonparametric and case-dropping subset bootstrapping and confirmed central and bridge variables' significantly higher indices through a centrality difference test. Findings Among the 48 networks, 44 were validated (all correlation-stability coefficients >0.25). Six central lifestyle factors were identified: less consumption of snacks (for the chronic disease: anxiety), less sugary drinks (cancer, gastric ulcer, hypertension, insomnia, and pre-diabetes), less smoking tobacco (chronic obstructive pulmonary disease), frequency of exercise (depression and fatty liver disease), duration of exercise (irritable bowel syndrome), and overall amount of exercise (autoimmune disease, diabetes, eczema, heart attack, and high cholesterol). Two central health outcomes emerged: less emotional distress (chronic obstructive pulmonary disease, eczema, fatty liver disease, gastric ulcer, heart attack, high cholesterol, hypertension, insomnia, and pre-diabetes) and quality of life (anxiety, autoimmune disease, cancer, depression, diabetes, and irritable bowel syndrome). Four bridge lifestyles were identified: consumption of fruits and vegetables (diabetes, high cholesterol, hypertension, and insomnia), less duration of sitting (eczema, fatty liver disease, and heart attack), frequency of exercise (autoimmune disease, depression, and heart attack), and overall amount of exercise (anxiety, gastric ulcer, and insomnia). The centrality difference test showed the central and bridge variables had significantly higher centrality indices than others in their networks (P < 0.05). Conclusion To effectively manage chronic diseases during the COVID-19 pandemic, enhanced interventions and optimised resource allocation toward central lifestyle factors, health outcomes, and bridge lifestyles are paramount. The key variables shared across chronic diseases emphasise the importance of coordinated intervention strategies.
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Affiliation(s)
- Jiaying Li
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Daniel Yee Tak Fong
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Kris Yuet Wan Lok
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Janet Yuen Ha Wong
- School of Nursing and Health Studies, Hong Kong Metropolitan University, Hong Kong SAR, China
| | - Mandy Man Ho
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Edmond Pui Hang Choi
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Vinciya Pandian
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | - Patricia M Davidson
- Vice-Chancellor and Principal, University of Wollongong, Wollongong, Australia
| | - Wenjie Duan
- Department of Social Work, East China University of Science and Technology, Shanghai, China
| | - Marie Tarrant
- School of Nursing, The University of British Columbia, Kelowna, British Columbia, Canada
| | - Jung Jae Lee
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Chia-Chin Lin
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Oluwadamilare Akingbade
- The Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong SAR, China
- Institute of Nursing Research, Osogbo, Osun State, Nigeria
| | | | - Mohammad Shakil Ahmad
- Department of Family & Community Medicine, College of Medicine, Majmaah University, Al Majmaah, Saudi Arabia
| | - Mohamed Alboraie
- Department of Internal Medicine, Al-Azhar University, Cairo, Egypt
| | - Meshari A Alzahrani
- Department of Urology, College of Medicine, Majmaah University, Al Majmaah, Saudi Arabia
| | - Anil S Bilimale
- School of Public Health, JSS Medical College, JSS AHER, Mysuru, India
| | | | - Samuel Byiringiro
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | | | | | | | | | | | - Hiba Deek
- Nursing Department, Faculty of Health Science, Beirut Arab University, Beirut, Lebanon
| | - Fabio Efficace
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | | | - Fathiya El-Raey
- Department of hepatogastroenterology and infectious diseases, Damietta faculty of medicine, Al-Azhar University, Cairo, Egypt
| | | | - Pilar Escotorin
- Laboratory of Applied Prosocial Research, Department of Basic, Developmental and Educational Psychology, Autonomous University of Barcelona, Barcelona, Spain
| | | | | | - Yong-Shian Shawn Goh
- Alice Lee Centre for Nursing Studies, National University of Singapore, Singapore
| | - Devi Irawan
- School of Nursing, Wijaya Husada Health Institute, Bogor, Indonesia
| | | | - Binu Koirala
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Cannas Kwok
- School of Nursing, Paramedicine and Health Care Science, Charles Sturt University, New South Wales, Australia
| | | | | | | | - Emery Manirambona
- College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
| | - Leandro Cruz Mantoani
- Department of Physiotherapy, Faculty of Science and Technology, São Paulo State University (UNESP), Presidente Prudente, Brazil
| | | | - Iman Elmahdi Mohamed
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Benghazi University, Benghazi, Libya
| | - Madeleine Mukeshimana
- School of Nursing and Midwifery, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
| | | | | | | | | | - Mohd Said Nurumal
- Kulliyyah of Nursing, International Islamic University, Kuantan, Malaysia
| | - Aimable Nzabonimana
- Center for Language Enhancement, College of Arts and Social Sciences, University of Rwanda, Huye, Rwanda
| | | | | | | | | | | | - Ceryl G Sagun
- School of Nursing, Centro Escolar University, Manila, Philippines
| | - Riyaz Ahmed Shaik
- Department of Family & Community Medicine, College of Medicine, Majmaah University, Al Majmaah, Saudi Arabia
| | - Nikhil Gauri Shankar
- Mental Health and Learning division, Wrexham Maelor Hospital, Wrexham, Wales, UK
| | - Kathrin Sommer
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Edgardo Toro
- Pontificia Universidad Católica de Valparaíso, School of Social Work, Valparaíso, Chile
| | | | - Elvira L Urgel
- School of Nursing, Centro Escolar University, Manila, Philippines
| | | | - Tita Vanichbuncha
- Department of Statistics, Chulalongkorn Business School, Bangkok, Thailand
| | - Naglaa Youssef
- Medical-surgical Nursing Department, Faculty of Nursing, Cairo University, Cairo, Egypt
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2
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Li J, Fong DYT, Lok KYW, Wong JYH, Ho MM, Choi EPH, Pandian V, Davidson PM, Duan W, Tarrant M, Lee JJ, Lin CC, Akingbade O, Alabdulwahhab KM, Ahmad MS, Alboraie M, Alzahrani MA, Bilimale AS, Boonpatcharanon S, Byiringiro S, Hasan MKC, Schettini LC, Corzo W, De Leon JM, De Leon AS, Deek H, Efficace F, El Nayal MA, El-Raey F, Ensaldo-Carrasco E, Escotorin P, Fadodun OA, Fawole IO, Goh YSS, Irawan D, Khan NE, Koirala B, Krishna A, Kwok C, Le TT, Leal DG, Lezana-Fernández MÁ, Manirambona E, Mantoani LC, Meneses-González F, Mohamed IE, Mukeshimana M, Nguyen CTM, Nguyen HTT, Nguyen KT, Nguyen ST, Nurumal MS, Nzabonimana A, Omer NAMA, Ogungbe O, Poon ACY, Reséndiz-Rodriguez A, Puang-Ngern B, Sagun CG, Shaik RA, Shankar NG, Sommer K, Toro E, Tran HTH, Urgel EL, Uwiringiyimana E, Vanichbuncha T, Youssef N. Key lifestyles and interim health outcomes for effective interventions in general populations: A network analysis of a large international observational study. J Glob Health 2023; 13:04125. [PMID: 37861130 PMCID: PMC10588292 DOI: 10.7189/jogh.13.04125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2023] Open
Abstract
Background The interconnected nature of lifestyles and interim health outcomes implies the presence of the central lifestyle, central interim health outcome and bridge lifestyle, which are yet to be determined. Modifying these factors holds immense potential for substantial positive changes across all aspects of health and lifestyles. We aimed to identify these factors from a pool of 18 lifestyle factors and 13 interim health outcomes while investigating potential gender and occupation differences. Methods An international cross-sectional study was conducted in 30 countries across six World Health Organization regions from July 2020 to August 2021, with 16 512 adults self-reporting changes in 18 lifestyle factors and 13 interim health outcomes since the pandemic. Results Three networks were computed and tested. The central variables decided by the expected influence centrality were consumption of fruits and vegetables (centrality = 0.98) jointly with less sugary drinks (centrality = 0.93) in the lifestyles network; and quality of life (centrality = 1.00) co-dominant (centrality = 1.00) with less emotional distress in the interim health outcomes network. The overall amount of exercise had the highest bridge expected influence centrality in the bridge network (centrality = 0.51). No significant differences were found in the network global strength or the centrality of the aforementioned key variables within each network between males and females or health workers and non-health workers (all P-values >0.05 after Holm-Bonferroni correction). Conclusions Consumption of fruits and vegetables, sugary drinks, quality of life, emotional distress, and the overall amount of exercise are key intervention components for improving overall lifestyle, overall health and overall health via lifestyle in the general population, respectively. Although modifications are needed for all aspects of lifestyle and interim health outcomes, a larger allocation of resources and more intensive interventions were recommended for these key variables to produce the most cost-effective improvements in lifestyles and health, regardless of gender or occupation.
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Affiliation(s)
- Jiaying Li
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Daniel Yee Tak Fong
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Kris Yuet Wan Lok
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Janet Yuen Ha Wong
- School of Nursing and Health Studies, Hong Kong Metropolitan University, Hong Kong SAR, China
| | - Mandy Man Ho
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Edmond Pui Hang Choi
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Vinciya Pandian
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | - Patricia M Davidson
- Vice-Chancellor and Principal, University of Wollongong, Wollongong, Australia
| | - Wenjie Duan
- Department of Social Work, East China University of Science and Technology, Shanghai, China
| | - Marie Tarrant
- School of Nursing, The University of British Columbia, Kelowna British Columbia, Canada
| | - Jung Jae Lee
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Chia-Chin Lin
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Oluwadamilare Akingbade
- The Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong
- Institute of Nursing Research, Osogbo, Osun State, Nigeria
| | | | - Mohammad Shakil Ahmad
- Department of Family & Community Medicine, College of Medicine, Majmaah University, Majmaah, Saudi Arabia
| | - Mohamed Alboraie
- Department of Internal Medicine, Al-Azhar University, Cairo, Egypt
| | - Meshari A Alzahrani
- Department of Urology, College of Medicine, Majmaah University, Al Majmaah, Saudi Arabia
| | - Anil S Bilimale
- School of Public Health, JSS Medical College, JSS AHER, Mysuru, India
| | | | - Samuel Byiringiro
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | | | | | | | | | | | - Hiba Deek
- Nursing Department, Faculty of Health Science, Beirut Arab University, Lebanon
| | - Fabio Efficace
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | | | - Fathiya El-Raey
- Department of hepatogastroenterology and infectious diseases, Damietta faculty of medicine, Al-Azher University, Egypt
| | | | - Pilar Escotorin
- Laboratory of Applied Prosocial Research, Department of Basic, Developmental and Educational Psychology, Autonomous University of Barcelona, Spain
| | | | | | - Yong-Shian Shawn Goh
- Alice Lee Centre for Nursing Studies, National University of Singapore, Singapore
| | - Devi Irawan
- School of Nursing, Wijaya Husada Health Institute, Bogor, Indonesia
| | | | - Binu Koirala
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Cannas Kwok
- School of Nursing, Paramedicine and Health Care Science, Charles Sturt University, New South Wales, Australia
| | | | | | | | - Emery Manirambona
- College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
| | - Leandro Cruz Mantoani
- Laboratory of Research in Respiratory Physiotherapy (LFIP), Department of Physiotherapy, State University of Londrina (UEL), Londrina, Brazil
| | | | - Iman Elmahdi Mohamed
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Benghazi University, Libya
| | - Madeleine Mukeshimana
- School of Nursing and Midwifery, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
| | | | | | | | | | - Mohd Said Nurumal
- Kulliyyah of Nursing, International Islamic University, Kuantan, Malaysia
| | - Aimable Nzabonimana
- Center for Language Enhancement, College of Arts and Social Sciences, University of Rwanda, Huye, Rwanda
| | | | | | | | | | | | - Ceryl G Sagun
- School of Nursing, Centro Escolar University, Manila, Philippines
| | - Riyaz Ahmed Shaik
- Department of Family & Community Medicine, College of Medicine, Majmaah University, Majmaah, Saudi Arabia
| | - Nikhil Gauri Shankar
- Mental Health and Learning division, Wrexham Maelor Hospital, Wrexham, United Kingdom
| | - Kathrin Sommer
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Edgardo Toro
- Pontificia Universidad Católica de Valparaíso, School of Social Work, Valparaíso, Chile
| | | | - Elvira L Urgel
- School of Nursing, Centro Escolar University, Manila, Philippines
| | | | - Tita Vanichbuncha
- Department of Statistics, Chulalongkorn Business School, Bangkok, Thailand
| | - Naglaa Youssef
- Medical-surgical Nursing Department, Faculty of Nursing, Cairo University, Egypt
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3
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Li J, Fong DYT, Lok KYW, Wong JYH, Man Ho M, Choi EPH, Pandian V, Davidson PM, Duan W, Tarrant M, Lee JJ, Lin CC, Akingbade O, Alabdulwahhab KM, Ahmad MS, Alboraie M, Alzahrani MA, Bilimale AS, Boonpatcharanon S, Byiringiro S, Hasan MKC, Schettini LC, Corzo W, De Leon JM, De Leon AS, Deek H, Efficace F, El Nayal MA, El-Raey F, Ensaldo-Carrasco E, Escotorin P, Fadodun OA, Fawole IO, Goh YSS, Irawan D, Khan NE, Koirala B, Krishna A, Kwok C, Le TT, Leal DG, Lezana-Fernández MÁ, Manirambona E, Mantoani LC, Meneses-González F, Mohamed IE, Mukeshimana M, Nguyen CTM, Nguyen HTT, Nguyen KT, Nguyen ST, Nurumal MS, Nzabonimana A, Omer NAMA, Ogungbe O, Poon ACY, Reséndiz-Rodriguez A, Puang-Ngern B, Sagun CG, Shaik RA, Shankar NG, Sommer K, Toro E, Tran HTH, Urgel EL, Uwiringiyimana E, Vanichbuncha T, Youssef N. Global impacts of COVID-19 on lifestyles and health and preparation preferences: An international survey of 30 countries. J Glob Health 2023; 13:06031. [PMID: 37565394 PMCID: PMC10416140 DOI: 10.7189/jogh.13.06031] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/12/2023] Open
Abstract
Background The health area being greatest impacted by coronavirus disease 2019 (COVID-19) and residents' perspective to better prepare for future pandemic remain unknown. We aimed to assess and make cross-country and cross-region comparisons of the global impacts of COVID-19 and preparation preferences of pandemic. Methods We recruited adults in 30 countries covering all World Health Organization (WHO) regions from July 2020 to August 2021. 5 Likert-point scales were used to measure their perceived change in 32 aspects due to COVID-19 (-2 = substantially reduced to 2 = substantially increased) and perceived importance of 13 preparations (1 = not important to 5 = extremely important). Samples were stratified by age and gender in the corresponding countries. Multidimensional preference analysis displays disparities between 30 countries, WHO regions, economic development levels, and COVID-19 severity levels. Results 16 512 adults participated, with 10 351 females. Among 32 aspects of impact, the most affected were having a meal at home (mean (m) = 0.84, standard error (SE) = 0.01), cooking at home (m = 0.78, SE = 0.01), social activities (m = -0.68, SE = 0.01), duration of screen time (m = 0.67, SE = 0.01), and duration of sitting (m = 0.59, SE = 0.01). Alcohol (m = -0.36, SE = 0.01) and tobacco (m = -0.38, SE = 0.01) consumption declined moderately. Among 13 preparations, respondents rated medicine delivery (m = 3.50, SE = 0.01), getting prescribed medicine in a hospital visit / follow-up in a community pharmacy (m = 3.37, SE = 0.01), and online shopping (m = 3.33, SE = 0.02) as the most important. The multidimensional preference analysis showed the European Region, Region of the Americas, Western Pacific Region and countries with a high-income level or medium to high COVID-19 severity were more adversely impacted on sitting and screen time duration and social activities, whereas other regions and countries experienced more cooking and eating at home. Countries with a high-income level or medium to high COVID-19 severity reported higher perceived mental burden and emotional distress. Except for low- and lower-middle-income countries, medicine delivery was always prioritised. Conclusions Global increasing sitting and screen time and limiting social activities deserve as much attention as mental health. Besides, the pandemic has ushered in a notable enhancement in lifestyle of home cooking and eating, while simultaneously reducing the consumption of tobacco and alcohol. A health care system and technological infrastructure that facilitate medicine delivery, medicine prescription, and online shopping are priorities for coping with future pandemics.
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Affiliation(s)
- Jiaying Li
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Daniel Yee Tak Fong
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Kris Yuet Wan Lok
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Janet Yuen Ha Wong
- School of Nursing and Health Studies, Hong Kong Metropolitan University, Hong Kong SAR, China
| | - Mandy Man Ho
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Edmond Pui Hang Choi
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Vinciya Pandian
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | - Patricia M Davidson
- Vice-Chancellor and Principal, University of Wollongong, Wollongong, Australia
| | - Wenjie Duan
- Department of Social Work, East China University of Science and Technology, Shanghai, China
| | - Marie Tarrant
- School of Nursing, The University of British Columbia, Kelowna British Columbia, Canada
| | - Jung Jae Lee
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Chia-Chin Lin
- School of Nursing, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Oluwadamilare Akingbade
- The Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong
- Institute of Nursing Research, Osogbo, Osun State, Nigeria
| | | | - Mohammad Shakil Ahmad
- Department of Family & Community Medicine, College of Medicine, Majmaah University, Majmaah, Saudi Arabia
| | - Mohamed Alboraie
- Department of Internal Medicine, Al-Azhar University, Cairo, Egypt
| | - Meshari A Alzahrani
- Department of Urology, College of Medicine, Majmaah University, Al Majmaah, Saudi Arabia
| | - Anil S Bilimale
- School of Public Health, JSS Medical College, JSS AHER, Mysuru, India
| | | | - Samuel Byiringiro
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | | | | | | | | | | | - Hiba Deek
- Nursing Department, Faculty of Health Science, Beirut Arab University, Lebanon
| | - Fabio Efficace
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | | | - Fathiya El-Raey
- Department of hepatogastroenterology and infectious diseases, Damietta faculty of medicine, Al-Azher University, Egypt
| | | | - Pilar Escotorin
- Laboratory of Applied Prosocial Research, Department of Basic, Developmental and Educational Psychology, Autonomous University of Barcelona, Spain
| | | | | | - Yong-Shian Shawn Goh
- Alice Lee Centre for Nursing Studies, National University of Singapore, Singapore
| | - Devi Irawan
- School of Nursing, Wijaya Husada Health Institute, Bogor, Indonesia
| | | | - Binu Koirala
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Cannas Kwok
- School of Nursing, Paramedicine and Health Care Science, Charles Sturt University, New South Wales, Australia
| | | | | | | | - Emery Manirambona
- College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
| | - Leandro Cruz Mantoani
- Laboratory of Research in Respiratory Physiotherapy (LFIP), Department of Physiotherapy, State University of Londrina (UEL) – Londrina, Brazil
| | | | - Iman Elmahdi Mohamed
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Benghazi University, Libya
| | - Madeleine Mukeshimana
- School of Nursing and Midwifery, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
| | | | | | | | | | - Mohd Said Nurumal
- Kulliyyah of Nursing, International Islamic University, Kuantan, Malaysia
| | - Aimable Nzabonimana
- Center for Language Enhancement, College of Arts and Social Sciences, University of Rwanda, Huye, Rwanda
| | | | | | | | | | | | - Ceryl G Sagun
- School of Nursing, Centro Escolar University, Manila, Philippines
| | - Riyaz Ahmed Shaik
- Department of Family & Community Medicine, College of Medicine, Majmaah University, Majmaah, Saudi Arabia
| | - Nikhil Gauri Shankar
- Mental Health and Learning division, Wrexham Maelor Hospital, Wrexham, United Kingdom
| | - Kathrin Sommer
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Edgardo Toro
- Pontificia Universidad Católica de Valparaíso, School of Social Work, Valparaíso, Chile
| | | | - Elvira L Urgel
- School of Nursing, Centro Escolar University, Manila, Philippines
| | | | - Tita Vanichbuncha
- Department of Statistics, Chulalongkorn Business School, Bangkok, Thailand
| | - Naglaa Youssef
- Medical-surgical Nursing Department, Faculty of Nursing, Cairo University, Egypt
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4
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George LS, Tomy C, Retnakumar C, Narlawar U, Bhardwaj P, Krishnan J, Rao RLL, Patel P, Bilimale AS, Baby P, Mathew MM, Cassini A, Simniceanu A, Yin M, Allegranzi B, Ahmad M, Rahman A, Mohiuddin SA, Thakre S, Bhansali SS, Vohra R, Krishnan H, Logaraj M, Maheriya V, Gharat V, Dipu TS, Solomon H, Sharma S, Shwethashree M, Hegde R, Ansari MWF, Misra S. Risk factors for SARS-CoV-2 infection among health workers in India: a case control study. Front Public Health 2023; 11:1156782. [PMID: 37325312 PMCID: PMC10264666 DOI: 10.3389/fpubh.2023.1156782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 05/11/2023] [Indexed: 06/17/2023] Open
Abstract
Background COVID-19 was declared as a Public Health Emergency of International Concern on 30th January 2020. Compared to the general population, healthcare workers and their families have been identified to be at a higher risk of getting infected with COVID-19. Therefore, it is crucial to understand the risk factors responsible for the transmission of SARS-CoV-2 infection among health workers in different hospital settings and to describe the range of clinical presentations of SARS-CoV-2 infection among them. Methodology A nested case-control study was conducted among healthcare workers who were involved in the care of COVID-19 cases for assessing the risk factors associated with it. To get a holistic perspective, the study was conducted in 19 different hospitals from across 7 states (Kerala, Tamil Nadu, Andhra Pradesh, Karnataka, Maharashtra, Gujarat, and Rajasthan) of India covering the major government and private hospitals that were actively involved in COVID-19 patient care. The study participants who were not vaccinated were enrolled using the incidence density sampling technique from December 2020 to December 2021. Results A total of 973 health workers consisting of 345 cases and 628 controls were recruited for the study. The mean age of the participants was observed to be 31.17 ± 8.5 years, with 56.3% of them being females. On multivariate analysis, the factors that were found to be significantly associated with SARS-CoV-2 were age of more than 31 years (adjusted odds ratio [aOR] 1.407 [95% CI 1.53-1.880]; p = 0.021), male gender (aOR 1.342 [95% CI 1.019-1.768]; p = 0.036), practical mode of IPC training on personal protective equipment (aOR 1. 1.935 [95% CI 1.148-3.260]; p = 0.013), direct exposure to COVID-19 patient (aOR 1.413 [95% CI 1.006-1.985]; p = 0.046), presence of diabetes mellitus (aOR 2.895 [95% CI 1.079-7.770]; p = 0.035) and those received prophylactic treatment for COVID-19 in the last 14 days (aOR 1.866 [95% CI 0.201-2.901]; p = 0.006). Conclusion The study was able to highlight the need for having a separate hospital infection control department that implements IPC programs regularly. The study also emphasizes the need for developing policies that address the occupational hazards faced by health workers.
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Affiliation(s)
- Leyanna Susan George
- Department of Community Medicine, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, India
- Scientist E, Indian Council of Medical Research, New Delhi, India
| | - Chitra Tomy
- Department of Community Medicine, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, India
| | - Charutha Retnakumar
- Department of Community Medicine, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, India
| | - Uday Narlawar
- Department of Community Medicine, Government Medical College, Nagpur, India
| | - Pankaj Bhardwaj
- Department of Community Medicine and Family Medicine, All India Institute of Medical Sciences Jodhpur, Jodhpur, India
| | | | | | - Prakash Patel
- Community Medicine Department, Surat Municipal Institute of Medical Education and Research, Surat, India
| | - Anil S. Bilimale
- School of Public Health and Department of Community Medicine, JSS Medical College, Mysuru, Karnataka, India
| | - Poornima Baby
- Department of Microbiology, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, India
| | - Minu Maria Mathew
- Department of Community Medicine, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, India
| | | | | | - Mo Yin
- World Health Organization (Switzerland), Geneva, Switzerland
| | | | | | - Anisur Rahman
- Indira Gandhi Government Medical College and Hospital, Nagpur, India
| | | | | | | | - Rajaat Vohra
- SRM Institutes for Medical Science, SRM University, Chennai, India
| | | | - M. Logaraj
- GMERS Medical College, Sola, Ahmedabad, India
| | | | - Vaibhav Gharat
- Infectious Diseases, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, India
| | - T. S. Dipu
- Infectious Diseases, Amrita School of Medicine, Amrita Vishwa Vidyapeetham University, Kochi, India
| | | | - Sarita Sharma
- Department of Community Medicine, Government Medical College, Nagpur, India
| | - M. Shwethashree
- School of Public Health and Department of Community Medicine, JSS Medical College, Mysuru, Karnataka, India
| | - Rahul Hegde
- Department of Community Medicine, KS Hegde Medical Academy, Nitte (Deemed to be University), Mangalore, India
| | | | - Sanjeev Misra
- All India Institute of Medical Sciences Jodhpur, Jodhpur, India
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Kansal S, Bilimale AS, Gopi A, BV S. Premature Hair Greying - Magnitude and Associated Factors: A cross-sectional study in a university in Mysuru. Indian J Community Health 2021. [DOI: 10.47203/ijch.2021.v33i03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Background: Premature hair greying (PHG) refers to the diffuse loss of hair color at an age earlier than that is generally accepted as physiological. Studies have found that it affects self-esteem and social life. Our efforts were to estimate the prevalence among students <25years and understand the associated factors. Design and Methods: A cross-sectional study using a simple random sampling technique was used to survey 358 students at a university in Mysuru. The data were analyzed using SPSS v22. The association and relationship of PHG with attributed risk factors and various socio-clinical factors have been analyzed using Chi-Square Test, Independent sample t-test, and Mann Whitney U-test. A p-value of less than 0.05 has been considered statistically significant. Results: In this study, the prevalence of PHG was 28.2%. We observed that PHG was associated with male gender, obesity, and positive paternal, maternal, and family history of PHG. The relation of PHG with lower dietary iron intake, tobacco smoking amount, and frequency was also found in this study. However, no association between PHG and psychological stress, alcohol consumption, dietary Vitamin B12, and D intake, shampoo, and oil usage frequency was found. Conclusion: We recommend that further studies should be done to check if weight reduction, smoking cessation, and maintenance of dietary iron adequacy can help in preventing PHG.
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