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Martell M, Salazar C, Errett NA, Miles SB, Wartman J, Choe JY. Outdoor social distancing behaviors changed during a pandemic: A longitudinal analysis using street view imagery. PLoS One 2024; 19:e0315132. [PMID: 39637074 PMCID: PMC11620612 DOI: 10.1371/journal.pone.0315132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 11/20/2024] [Indexed: 12/07/2024] Open
Abstract
Social distancing, defined as maintaining a minimum interpersonal distance (often 6 ft or 1.83 m), is a non-pharmaceutical intervention to reduce infectious disease transmission. While numerous quantitative studies have examined people's social distancing behaviors using mobile phone data, large-scale quantitative analyses of adherence to suggested minimum interpersonal distances are lacking. We analyzed pedestrians' social distancing behaviors of using 3 years of street view imagery collected in a metropolitan city (Seattle, WA, USA) during the COVID-19 pandemic. We employed computer vision techniques to locate pedestrians in images, and a geometry-based algorithm to estimate physical distance between them. Our results indicate that social distancing behaviors correlated with key factors such as vaccine availability, seasonality, and local socioeconomic data. We also identified behavioral differences at various points of interest within the city (e.g., parks, schools, faith-based organizations, museums). This work represents a first of its kind longitudinal study of outdoor social distancing behaviors using computer vision. Our findings provide key insights for policymakers to understand and mitigate infectious disease transmission risks in outdoor environments.
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Affiliation(s)
- Matthew Martell
- Industrial & Systems Engineering, University of Washington, Seattle, WA, United States of America
| | - Chris Salazar
- Industrial & Systems Engineering, University of Washington, Seattle, WA, United States of America
| | - Nicole A. Errett
- Environmental & Occupational Health Sciences, University of Washington, Seattle, WA, United States of America
| | - Scott B. Miles
- Human Centered Design & Engineering, University of Washington, Seattle, WA, United States of America
| | - Joseph Wartman
- Civil & Environmental Engineering, University of Washington, Seattle, WA, United States of America
| | - John Y. Choe
- Industrial & Systems Engineering, University of Washington, Seattle, WA, United States of America
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Kim Y, Iachan R, Boyle J, Deng Y. Association Between County-Level Social Vulnerability and Vaccine-Related Attitudes and Hesitancy Toward COVID-19 Vaccination in the United States. Vaccines (Basel) 2024; 12:1368. [PMID: 39772030 PMCID: PMC11680208 DOI: 10.3390/vaccines12121368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Revised: 11/22/2024] [Accepted: 11/29/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND/OBJECTIVES Understanding attitudes and behaviors related to vaccination is critical for enhancing COVID-19 vaccination acceptance and reducing disparities in vaccination coverage. This study examines disparities in vaccine-related attitudes and COVID-19 vaccine hesitancy in the United States in relation to community-level social vulnerability. METHODS This study analyzed cross-sectional national surveys conducted repeatedly between July 2020 and August 2021 (n = 6716). We assessed the association between county-level social vulnerability and general vaccine-related attitudes, as well as COVID-19 vaccine hesitancy. We developed Poisson models with robust variance estimation. The analysis also included the association of county social vulnerability with parental COVID-19 vaccine hesitancy. RESULTS Living in counties with high Socioeconomic Status vulnerability was associated with less vaccine support (adjusted Prevalence Ratio (aPR) 1.10; 95% CI 1.05-1.14) and residing in counties with high Household Characteristics vulnerability was associated with higher likelihood of COVID-19 vaccine hesitancy (aPR 1.13; 95% CI 1.07-1.20). In contrast, high vulnerability in the Racial and Ethnic Minority was associated with more positive attitudes toward vaccines (aPR 0.91; 95% CI 0.88-0.94) and lower COVID-19 vaccine hesitancy for both themselves (aPR 0.81; 95% CI 0.76-0.87) and children (aPR 0.84; 95% CI 0.75-0.94), after adjusting for sociodemographic factors. CONCLUSIONS Our study highlights the importance of addressing vulnerabilities related to socioeconomic status and household characteristics to reduce disparities in vaccine perceptions and hesitancy in socially vulnerable populations. The findings provide evidence for targeted public health interventions at the community level. They also demonstrate that the relationship between social vulnerability and vaccine attitudes varies across different vulnerability components.
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Affiliation(s)
- Yun Kim
- ICF International, Rockville, MD 20850, USA
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Alhajaji R, Al Sulaiman K, Abdelwahab OA, Alfahmi M, Abualenain JT, Asiri SI, Aljuhani O, Alharbi A, Alkofide H, Ahmed M, Saeedi AY, Alturkistani A, Al-Jedai A. Effectiveness of Face Mask for Prevention of Respiratory Tract Infection during Hajj: A Systematic Review and Meta-Analysis. Am J Trop Med Hyg 2024; 111:914-923. [PMID: 39084213 PMCID: PMC11448512 DOI: 10.4269/ajtmh.23-0667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 03/31/2024] [Indexed: 08/02/2024] Open
Abstract
The Hajj is an annual mass gathering of people in Makkah, Saudi Arabia. Respiratory infections are common due to their potential for rapid spread in crowded settings. There is a lack of data regarding the effectiveness of face masks in preventing respiratory tract infections (RTIs), specifically during Hajj. We systematically searched PubMed, Scopus, Web of Science, and Cochrane Central Register of Controlled Trials until July 3, 2023 for studies comparing the incidence or prevalence of RTIs in those who used any face mask during Hajj compared with no mask. Risk ratio (RRs) and 95% CIs were calculated using either a fixed or random-effect model, depending on the heterogeneity. A comprehensive analysis encompassed 10 studies involving 5007 participants. The overall RR favored wearing masks over not wearing masks regarding the incidence of RTIs; however, the difference was not statistically significant (RR = 0.78; 95% CI = 0.55-1.10; P = 0.16). A significantly lower incidence of RTIs was found in those wearing masks most of the time versus intermittently (RR = 0.59; 95% CI = [0.38-0.94; P = 0.02). In subgroup analyses, there was no difference between wearing masks and not wearing masks across different study designs (cohort/case-control), different groups (pilgrims/healthcare workers), and different years of Hajj, except from 2000 to 2008, when there was a significant difference favoring wearing face masks. This meta-analysis found wearing masks most of the time was associated with significantly lower risk of RTIs than wearing it intermittently.
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Affiliation(s)
- Raghad Alhajaji
- Public Health Administration, Makkah Health Affairs, Ministry of Health, Makkah, Saudi Arabia
- Alhajj Primary Health Care, Makkah Health Cluster, Makkah, Saudi Arabia
| | - Khalid Al Sulaiman
- Pharmaceutical Care Department, King Abdulaziz Medical City, Riyadh, Saudi Arabia
- College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- Saudi Critical Care Pharmacy Research (SCAPE) Platform, Riyadh, Saudi Arabia
- Saudi Society for Multidisciplinary Research Development and Education (SCAPE Society), Riyadh, Saudi Arabia
| | - Omar A. Abdelwahab
- Faculty of Medicine, Al-Azhar University, Cairo, Egypt
- Medical Research Group of Egypt, Cairo, Egypt
| | - Manal Alfahmi
- Clinical Research Administration at the Executive Administration of Research and Innovation, King Abdullah Medical City (KAMC), Makkah, Saudi Arabia
- Executive Administration of Research and Innovation, King Abdullah Medical City (KAMC), Makkah, Saudi Arabia
- King Abdullah Medical City (KAMC) Medical Ethics Committee, Makkah, Saudi Arabia
| | - Jameel T. Abualenain
- General Directorate of Emergencies, Disasters, & Medical Transportation, Deputyship of Curative Services, Ministry of Health, Riyadh, Saudi Arabia
- Department of Emergency Medicine, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Sari I. Asiri
- Public Health Administration, Makkah Health Affairs, Ministry of Health, Makkah, Saudi Arabia
- The General Directorate of Hajj and Umrah, Ministry of Health, Riyadh, Saudi Arabia
| | - Ohoud Aljuhani
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Aisha Alharbi
- Pharmaceutical Care Department, King Abdulaziz Medical City, Jeddah, Saudi Arabia
| | - Hadeel Alkofide
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Malaz Ahmed
- Public Health Administration, Makkah Health Affairs, Ministry of Health, Makkah, Saudi Arabia
| | - Ahmed Y. Saeedi
- Public Health Administration, Makkah Health Affairs, Ministry of Health, Makkah, Saudi Arabia
- The General Directorate of Hajj and Umrah, Ministry of Health, Riyadh, Saudi Arabia
| | - Ahmad Alturkistani
- Public Health Administration, Makkah Health Affairs, Ministry of Health, Makkah, Saudi Arabia
- The General Directorate of Hajj and Umrah, Ministry of Health, Riyadh, Saudi Arabia
| | - Ahmed Al-Jedai
- Therapeutic Affairs Deputyship, Ministry of Health, Riyadh, Saudi Arabia
- Colleges of Medicine and Pharmacy, Al-Faisal University, Riyadh, Saudi Arabia
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Abbass M, Kotaich J, Ziade K, Sleiman Y, Olleik H, Nasrallah I, Obeid MB, Moussa M. Exploring the need for surgical face masks in operating room: a comprehensive literature review. Ann Med Surg (Lond) 2024; 86:6012-6020. [PMID: 39359805 PMCID: PMC11444544 DOI: 10.1097/ms9.0000000000002542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 08/23/2024] [Indexed: 10/04/2024] Open
Abstract
Surgical face masks (SFM) are pivotal in preventing surgical site infections (SSI) in the operating room (OR). However, there are currently no specific recommendations for their most effective use. SFM effectiveness is influenced by factors such as material, fit, and duration of use, sparking ongoing debates about their benefits and risks in surgery. SFMs act as a protective barrier, but their ability to filter out harmful compounds is questioned. They can also impact communication and create a false sense of security. Nevertheless, SFMs aid in infection prevention and provide psychological comfort. Clear guidelines are needed to ensure their appropriate use in the OR. This paper offers a historical overview of surgical masks, emphasizing their role in infection prevention. It explores SFM effectiveness for both the surgical team and patients during surgery and considers their future in surgical settings. As we navigate the evolving landscape of SFMs, clear and concise guidelines are imperative to ensure their judicious and effective use in the OR. This paper serves as an essential resource for understanding the historical significance, contemporary efficacy, and prospective trajectory of SFMs in surgical practice.
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Affiliation(s)
- Mortada Abbass
- MEDICA Research Investigation
- Faculty of Medicine, Beirut Arab University
| | - Jana Kotaich
- MEDICA Research Investigation
- Faculty of Medical Sciences, Lebanese University, Rafic Hariri University Campus
| | - Karl Ziade
- MEDICA Research Investigation
- Faculty of Medical Sciences, Saint Joseph University
| | - Yara Sleiman
- MEDICA Research Investigation
- Department of General Surgery, Lebanese American University Medical Center Rizk Hospital, Beirut
| | - Hanine Olleik
- MEDICA Research Investigation
- Faculty of Medicine, Saint George University of Beirut, Achrafieh
| | - Inaam Nasrallah
- Faculty of Pharmacy, Lebanese University, Rafic Hariri University Campus
- Laboratoire de Biotechnologie des Substances Naturelles et Produits de Santé (BSNPS), Faculty of Pharmacy, Lebanese University, Rafic Hariri University Campus, Hadath, Lebanon
| | - M. Baker Obeid
- Faculty of Medical Sciences, Lebanese University, Rafic Hariri University Campus
| | - Mohamad Moussa
- Faculty of Medical Sciences, Lebanese University, Rafic Hariri University Campus
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Martínez-Sánchez JL, Zequeira Larios C, Hernandez Ramirez F. Affectation of COVID-19 pandemic on the use and abundance of wild resources in Tabasco, Mexico: A qualitative assessment. PLoS One 2024; 19:e0299744. [PMID: 38466686 PMCID: PMC10927097 DOI: 10.1371/journal.pone.0299744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 02/14/2024] [Indexed: 03/13/2024] Open
Abstract
Southern Mexico is particularly rich in natural resources, yet unemployment has risen to 8% during the COVID-19 pandemic. The effect of the pandemic on the use and abundance of Tabasco's wild resources was examined through personal surveys. By using Microsoft Forms® with cell phones 1,963 surveys were collected. Cronbach's alpha, Z-value, and chi2 were calculated using the MAXQDA Analytics Pro program. A higher abundance of wild resources before the pandemic than today (57% vs. 11%) was observed. During the pandemic, people referred more to a high use (28%) of resources than to a low use (20%). This caused the low abundance or scarcity of wild products to be greater during the pandemic than before the pandemic (43% vs. 4%). Wild foods and timber were the most used products. The pandemic has produced a greater use of natural resources probably due to the high unemployment rate in rural areas. Future studies of wild products should address the relevant products in the locality and their even sampling. Finding suitable respondents is highly recommended.
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Affiliation(s)
- José Luis Martínez-Sánchez
- División Académica de Ciencias Biológicas, Universidad Juárez Autónoma de Tabasco, Villahermosa, Tabasco, México
| | - Carolina Zequeira Larios
- División Académica de Ciencias Biológicas, Universidad Juárez Autónoma de Tabasco, Villahermosa, Tabasco, México
| | - Florisel Hernandez Ramirez
- División Académica de Ciencias Biológicas, Universidad Juárez Autónoma de Tabasco, Villahermosa, Tabasco, México
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