Open Access. Powered by Scholars. Published by Universities.®

Medicine and Health Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

Medical Specialties

PDF

The Texas Medical Center Library

COVID-19 Vaccines

Publication Year

Articles 1 - 11 of 11

Full-Text Articles in Medicine and Health Sciences

Sars-Cov-2 Viral Load In The Nasopharynx At Time Of First Infection Among Unvaccinated Individuals: A Secondary Cross-Protocol Analysis Of 4 Randomized Trials, Leigh H Fisher, Jia Jin Kee, Albert Liu, Claudia M Espinosa, April K Randhawa, James Ludwig, Craig A Magaret, Samuel T Robinson, Peter B Gilbert, Ollivier Hyrien, James G Kublin, Nadine Rouphael, Ann R Falsey, Magdalena E Sobieszczyk, Hana M El Sahly, Beatriz Grinsztejn, Glenda E Gray, Karen L Kotloff, Cynthia L Gay, Brett Leav, Ian Hirsch, Frank Struyf, Lisa M Dunkle, Kathleen M Neuzil, Lawrence Corey, Yunda Huang, Paul A Goepfert, Stephen R Walsh, Lindsey R Baden, Holly Janes, Covid-19 Prevention Network (Covpn) May 2024

Sars-Cov-2 Viral Load In The Nasopharynx At Time Of First Infection Among Unvaccinated Individuals: A Secondary Cross-Protocol Analysis Of 4 Randomized Trials, Leigh H Fisher, Jia Jin Kee, Albert Liu, Claudia M Espinosa, April K Randhawa, James Ludwig, Craig A Magaret, Samuel T Robinson, Peter B Gilbert, Ollivier Hyrien, James G Kublin, Nadine Rouphael, Ann R Falsey, Magdalena E Sobieszczyk, Hana M El Sahly, Beatriz Grinsztejn, Glenda E Gray, Karen L Kotloff, Cynthia L Gay, Brett Leav, Ian Hirsch, Frank Struyf, Lisa M Dunkle, Kathleen M Neuzil, Lawrence Corey, Yunda Huang, Paul A Goepfert, Stephen R Walsh, Lindsey R Baden, Holly Janes, Covid-19 Prevention Network (Covpn)

Journal Articles

Importance: SARS-CoV-2 viral load (VL) in the nasopharynx is difficult to quantify and standardize across settings, but it may inform transmission potential and disease severity.

Objective: To characterize VL at COVID-19 diagnosis among previously uninfected and unvaccinated individuals by evaluating the association of demographic and clinical characteristics, viral variant, and trial with VL, as well as the ability of VL to predict severe disease.

Design, setting, and participants: This secondary cross-protocol analysis used individual-level data from placebo recipients from 4 harmonized, phase 3 COVID-19 vaccine efficacy trials sponsored by Moderna, AstraZeneca, Janssen, and Novavax. Participants were SARS-CoV-2 negative at baseline …


Risk Of Covid-19 After Natural Infection Or Vaccination, Anne-Marie Rick, Matthew B Laurens, Ying Huang, Chenchen Yu, Thomas C S Martin, Carina A Rodriguez, Christina A Rostad, Rebone M Maboa, Lindsey R Baden, Hana M El Sahly, Beatriz Grinsztejn, Glenda E Gray, Cynthia L Gay, Peter B Gilbert, Holly E Janes, James G Kublin, Yunda Huang, Brett Leav, Ian Hirsch, Frank Struyf, Lisa M Dunkle, Kathleen M Neuzil, Lawrence Corey, Paul A Goepfert, Stephen R Walsh, Dean Follmann, Karen L Kotloff Oct 2023

Risk Of Covid-19 After Natural Infection Or Vaccination, Anne-Marie Rick, Matthew B Laurens, Ying Huang, Chenchen Yu, Thomas C S Martin, Carina A Rodriguez, Christina A Rostad, Rebone M Maboa, Lindsey R Baden, Hana M El Sahly, Beatriz Grinsztejn, Glenda E Gray, Cynthia L Gay, Peter B Gilbert, Holly E Janes, James G Kublin, Yunda Huang, Brett Leav, Ian Hirsch, Frank Struyf, Lisa M Dunkle, Kathleen M Neuzil, Lawrence Corey, Paul A Goepfert, Stephen R Walsh, Dean Follmann, Karen L Kotloff

Journal Articles

BACKGROUND: While vaccines have established utility against COVID-19, phase 3 efficacy studies have generally not comprehensively evaluated protection provided by previous infection or hybrid immunity (previous infection plus vaccination). Individual patient data from US government-supported harmonized vaccine trials provide an unprecedented sample population to address this issue. We characterized the protective efficacy of previous SARS-CoV-2 infection and hybrid immunity against COVID-19 early in the pandemic over three-to six-month follow-up and compared with vaccine-associated protection.

METHODS: In this post-hoc cross-protocol analysis of the Moderna, AstraZeneca, Janssen, and Novavax COVID-19 vaccine clinical trials, we allocated participants into four groups based on previous-infection …


Clinical And Demographic Factors Associated With Covid-19, Severe Covid-19, And Sars-Cov-2 Infection In Adults: A Secondary Cross-Protocol Analysis Of 4 Randomized Clinical Trials, Deborah A Theodore, Angela R Branche, Lily Zhang, Daniel S Graciaa, Madhu Choudhary, Timothy J Hatlen, Raadhiya Osman, Tara M Babu, Samuel T Robinson, Peter B Gilbert, Dean Follmann, Holly Janes, James G Kublin, Lindsey R Baden, Paul Goepfert, Glenda E Gray, Beatriz Grinsztejn, Karen L Kotloff, Cynthia L Gay, Brett Leav, Jacqueline Miller, Ian Hirsch, Jerald Sadoff, Lisa M Dunkle, Kathleen M Neuzil, Lawrence Corey, Ann R Falsey, Hana M El Sahly, Magdalena E Sobieszczyk, Yunda Huang Jul 2023

Clinical And Demographic Factors Associated With Covid-19, Severe Covid-19, And Sars-Cov-2 Infection In Adults: A Secondary Cross-Protocol Analysis Of 4 Randomized Clinical Trials, Deborah A Theodore, Angela R Branche, Lily Zhang, Daniel S Graciaa, Madhu Choudhary, Timothy J Hatlen, Raadhiya Osman, Tara M Babu, Samuel T Robinson, Peter B Gilbert, Dean Follmann, Holly Janes, James G Kublin, Lindsey R Baden, Paul Goepfert, Glenda E Gray, Beatriz Grinsztejn, Karen L Kotloff, Cynthia L Gay, Brett Leav, Jacqueline Miller, Ian Hirsch, Jerald Sadoff, Lisa M Dunkle, Kathleen M Neuzil, Lawrence Corey, Ann R Falsey, Hana M El Sahly, Magdalena E Sobieszczyk, Yunda Huang

Journal Articles

IMPORTANCE: Current data identifying COVID-19 risk factors lack standardized outcomes and insufficiently control for confounders.

OBJECTIVE: To identify risk factors associated with COVID-19, severe COVID-19, and SARS-CoV-2 infection.

DESIGN, SETTING, AND PARTICIPANTS: This secondary cross-protocol analysis included 4 multicenter, international, randomized, blinded, placebo-controlled, COVID-19 vaccine efficacy trials with harmonized protocols established by the COVID-19 Prevention Network. Individual-level data from participants randomized to receive placebo within each trial were combined and analyzed. Enrollment began July 2020 and the last data cutoff was in July 2021. Participants included adults in stable health, at risk for SARS-CoV-2, and assigned to the placebo group …


Effect Of Thromboprophylaxis On Clinical Outcomes After Covid-19 Hospitalization, Tracy Y Wang, Abdus S Wahed, Alison Morris, Lisa Baumann Kreuziger, John G Quigley, Gervasio A Lamas, Alexandra J Weissman, Jose Lopez-Sendon, M Margaret Knudson, Deborah M Siegal, Raj S Kasthuri, Andrew J Alexander, Lana Wahid, Bassel Atassi, Peter J Miller, Janice W Lawson, Bela Patel, Jerry A Krishnan, Nancy L Shapiro, Deborah E Martin, Andrei L Kindzelski, Eric S Leifer, Jungnam Joo, Lingyun Lyu, Annie Pennella, Brendan M Everett, Mark W Geraci, Kevin J Anstrom, Thomas L Ortel, Activ-4c Study Group Apr 2023

Effect Of Thromboprophylaxis On Clinical Outcomes After Covid-19 Hospitalization, Tracy Y Wang, Abdus S Wahed, Alison Morris, Lisa Baumann Kreuziger, John G Quigley, Gervasio A Lamas, Alexandra J Weissman, Jose Lopez-Sendon, M Margaret Knudson, Deborah M Siegal, Raj S Kasthuri, Andrew J Alexander, Lana Wahid, Bassel Atassi, Peter J Miller, Janice W Lawson, Bela Patel, Jerry A Krishnan, Nancy L Shapiro, Deborah E Martin, Andrei L Kindzelski, Eric S Leifer, Jungnam Joo, Lingyun Lyu, Annie Pennella, Brendan M Everett, Mark W Geraci, Kevin J Anstrom, Thomas L Ortel, Activ-4c Study Group

Journal Articles

BACKGROUND: Patients hospitalized with COVID-19 have an increased incidence of thromboembolism. The role of extended thromboprophylaxis after hospital discharge is unclear.

OBJECTIVE: To determine whether anticoagulation is superior to placebo in reducing death and thromboembolic complications among patients discharged after COVID-19 hospitalization.

DESIGN: Prospective, randomized, double-blind, placebo-controlled clinical trial. (ClinicalTrials.gov: NCT04650087).

SETTING: Done during 2021 to 2022 among 127 U.S. hospitals.

PARTICIPANTS: Adults aged 18 years or older hospitalized with COVID-19 for 48 hours or more and ready for discharge, excluding those with a requirement for, or contraindication to, anticoagulation.

INTERVENTION: 2.5 mg of apixaban versus placebo twice daily for …


Ethnic And Racial Differences In Self-Reported Symptoms, Health Status, Activity Level, And Missed Work At 3 And 6 Months Following Sars-Cov-2 Infection., Kelli N O'Laughlin, Robin E Klabbers, Imtiaz Ebna Mannan, Nicole L Gentile, Rachel E Geyer, Zihan Zheng, Huihui Yu, Shu-Xia Li, Kwun C G Chan, Erica S Spatz, Ralph C Wang, Michelle L'Hommedieu, Robert A Weinstein, Ian D Plumb, Michael Gottlieb, Ryan M Huebinger, Melissa Hagen, Joann G Elmore, Mandy J Hill, Morgan Kelly, Samuel Mcdonald, Kristin L Rising, Robert M Rodriguez, Arjun Venkatesh, Ahamed H Idris, Michelle Santangelo, Katherine Koo, Sharon Saydah, Graham Nichol, Kari A Stephens Jan 2023

Ethnic And Racial Differences In Self-Reported Symptoms, Health Status, Activity Level, And Missed Work At 3 And 6 Months Following Sars-Cov-2 Infection., Kelli N O'Laughlin, Robin E Klabbers, Imtiaz Ebna Mannan, Nicole L Gentile, Rachel E Geyer, Zihan Zheng, Huihui Yu, Shu-Xia Li, Kwun C G Chan, Erica S Spatz, Ralph C Wang, Michelle L'Hommedieu, Robert A Weinstein, Ian D Plumb, Michael Gottlieb, Ryan M Huebinger, Melissa Hagen, Joann G Elmore, Mandy J Hill, Morgan Kelly, Samuel Mcdonald, Kristin L Rising, Robert M Rodriguez, Arjun Venkatesh, Ahamed H Idris, Michelle Santangelo, Katherine Koo, Sharon Saydah, Graham Nichol, Kari A Stephens

Journal Articles

INTRODUCTION: Data on ethnic and racial differences in symptoms and health-related impacts following SARS-CoV-2 infection are limited. We aimed to estimate the ethnic and racial differences in symptoms and health-related impacts 3 and 6 months after the first SARS-CoV-2 infection.

METHODS: Participants included adults with SARS-CoV-2 infection enrolled in a prospective multicenter US study between 12/11/2020 and 7/4/2022 as the primary cohort of interest, as well as a SARS-CoV-2-negative cohort to account for non-SARS-CoV-2-infection impacts, who completed enrollment and 3-month surveys (

RESULTS: Following SARS-CoV-2 infection, the majority of symptoms were similar over time between ethnic and racial groups. At …


A Longitudinal Seroepidemiology Study To Evaluate Antibody Response To Sars-Cov-2 Virus Infection And Vaccination In Children In Calgary, Canada From July 2020 To April 2022: Alberta Covid-19 Childhood Cohort (Ab3c) Study, Emily J Doucette, Joslyn Gray, Kevin Fonseca, Carmen Charlton, Jamil N Kanji, Graham Tipples, Susan Kuhn, Jessica Dunn, Payton Sayers, Nicola Symonds, Guosong Wu, Stephen B Freedman, James D Kellner Jan 2023

A Longitudinal Seroepidemiology Study To Evaluate Antibody Response To Sars-Cov-2 Virus Infection And Vaccination In Children In Calgary, Canada From July 2020 To April 2022: Alberta Covid-19 Childhood Cohort (Ab3c) Study, Emily J Doucette, Joslyn Gray, Kevin Fonseca, Carmen Charlton, Jamil N Kanji, Graham Tipples, Susan Kuhn, Jessica Dunn, Payton Sayers, Nicola Symonds, Guosong Wu, Stephen B Freedman, James D Kellner

Journal Articles

BACKGROUND: Measurement of SARS-CoV-2 antibody seropositivity is important to accurately understand exposure to infection and/or vaccination in specific populations. This study aimed to estimate the serologic response to SARS-CoV-2 virus infection and vaccination in children in Calgary, Alberta over a two-year period.

METHODS: Children with or without prior SARS-CoV-2 infections, were enrolled in Calgary, Canada in 2020. Venous blood was sampled 4 times from July 2020 to April 2022 for SARS-CoV-2 nucleocapsid and spike antibodies. Demographic and clinical information was obtained including SARS-CoV-2 testing results and vaccination records.

RESULTS: 1035 children were enrolled and 88.9% completed all 4 visits; median …


Liver Injury After Sars-Cov-2 Vaccination: Features Of Immune-Mediated Hepatitis, Role Of Corticosteroid Therapy And Outcome, Cumali Efe, Anand V Kulkarni, Benedetta Terziroli Beretta-Piccoli, Bianca Magro, Albert Stättermayer, Mustafa Cengiz, Daniel Clayton-Chubb, Craig Lammert, Christine Bernsmeier, Özlem Gül, Fatima Higuera-De La Tijera, Margarita Anders, Ellina Lytvyak, Mete Akın, Tugrul Purnak, Rodrigo Liberal, Mirta Peralta, Berat Ebik, Serkan Duman, Nurhan Demir, Yasemin Balaban, Álvaro Urzua, Fernando Contreras, Maria Grazia Venturelli, Yılmaz Bilgiç, Adriana Medina, Marcos Girala, Fulya Günşar, Maria-Carlota Londoño, Theodoros Androutsakos, Ayelen Kisch, Alper Yurci, Fatih Güzelbulut, Yasir Furkan Çağın, Enver Avcı, Murat Akyıldız, Emine Kübra Dindar-Demiray, Murat Harputluoğlu, Rahul Kumar, Sanjaya K Satapathy, Manuel Mendizabal, Marcelo Silva, Stefano Fagiuoli, Stuart K Roberts, Neşe Karadağ Soylu, Ramazan Idilman, Eric M Yoshida, Aldo J Montano-Loza, George N Dalekos, Ezequiel Ridruejo, Thomas D Schiano, Staffan Wahlin Dec 2022

Liver Injury After Sars-Cov-2 Vaccination: Features Of Immune-Mediated Hepatitis, Role Of Corticosteroid Therapy And Outcome, Cumali Efe, Anand V Kulkarni, Benedetta Terziroli Beretta-Piccoli, Bianca Magro, Albert Stättermayer, Mustafa Cengiz, Daniel Clayton-Chubb, Craig Lammert, Christine Bernsmeier, Özlem Gül, Fatima Higuera-De La Tijera, Margarita Anders, Ellina Lytvyak, Mete Akın, Tugrul Purnak, Rodrigo Liberal, Mirta Peralta, Berat Ebik, Serkan Duman, Nurhan Demir, Yasemin Balaban, Álvaro Urzua, Fernando Contreras, Maria Grazia Venturelli, Yılmaz Bilgiç, Adriana Medina, Marcos Girala, Fulya Günşar, Maria-Carlota Londoño, Theodoros Androutsakos, Ayelen Kisch, Alper Yurci, Fatih Güzelbulut, Yasir Furkan Çağın, Enver Avcı, Murat Akyıldız, Emine Kübra Dindar-Demiray, Murat Harputluoğlu, Rahul Kumar, Sanjaya K Satapathy, Manuel Mendizabal, Marcelo Silva, Stefano Fagiuoli, Stuart K Roberts, Neşe Karadağ Soylu, Ramazan Idilman, Eric M Yoshida, Aldo J Montano-Loza, George N Dalekos, Ezequiel Ridruejo, Thomas D Schiano, Staffan Wahlin

Journal Articles

BACKGROUND AND AIMS: A few case reports of autoimmune hepatitis-like liver injury have been reported after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccination. We evaluated clinical features, treatment response and outcomes of liver injury following SARS-CoV-2 vaccination in a large case series.

APPROACH AND RESULTS: We collected data from cases in 18 countries. The type of liver injury was assessed with the R-value. The study population was categorized according to features of immune-mediated hepatitis (positive autoantibodies and elevated immunoglobulin G levels) and corticosteroid therapy for the liver injury. We identified 87 patients (63%, female), median age 48 (range: 18-79) …


Evaluation Of Mrna-1273 Vaccine In Children 6 Months To 5 Years Of Age, Evan J Anderson, C Buddy Creech, Vladimir Berthaud, Arin Piramzadian, Kimball A Johnson, Marcus Zervos, Fredric Garner, Carl Griffin, Khozema Palanpurwala, Mark Turner, Jeffrey Gerber, Richard L Bennett, Kashif Ali, Madhavi Ampajwala, Gary Berman, Jennifer Nayak, Carey Chronis, Barbara Rizzardi, William J Muller, Christopher A Smith, George Fuchs, Daniel Hsia, Joanne E Tomassini, Dianne Delucia, Caroline Reuter, Barbara Kuter, Xiaoping Zhao, Weiping Deng, Honghong Zhou, Daniela Ramirez Schrempp, Kelly Hautzinger, Bethany Girard, Karen Slobod, Roderick Mcphee, Rolando Pajon, Anne Aunins, Rituparna Das, Jacqueline M Miller, Sabine Schnyder Ghamloush, Kidcove Study Group Nov 2022

Evaluation Of Mrna-1273 Vaccine In Children 6 Months To 5 Years Of Age, Evan J Anderson, C Buddy Creech, Vladimir Berthaud, Arin Piramzadian, Kimball A Johnson, Marcus Zervos, Fredric Garner, Carl Griffin, Khozema Palanpurwala, Mark Turner, Jeffrey Gerber, Richard L Bennett, Kashif Ali, Madhavi Ampajwala, Gary Berman, Jennifer Nayak, Carey Chronis, Barbara Rizzardi, William J Muller, Christopher A Smith, George Fuchs, Daniel Hsia, Joanne E Tomassini, Dianne Delucia, Caroline Reuter, Barbara Kuter, Xiaoping Zhao, Weiping Deng, Honghong Zhou, Daniela Ramirez Schrempp, Kelly Hautzinger, Bethany Girard, Karen Slobod, Roderick Mcphee, Rolando Pajon, Anne Aunins, Rituparna Das, Jacqueline M Miller, Sabine Schnyder Ghamloush, Kidcove Study Group

Journal Articles

BACKGROUND: The safety, reactogenicity, immunogenicity, and efficacy of the mRNA-1273 coronavirus disease 2019 (Covid-19) vaccine in young children are unknown.

METHODS: Part 1 of this ongoing phase 2-3 trial was open label for dose selection; part 2 was an observer-blinded, placebo-controlled evaluation of the selected dose. In part 2, we randomly assigned young children (6 months to 5 years of age) in a 3:1 ratio to receive two 25-μg injections of mRNA-1273 or placebo, administered 28 days apart. The primary objectives were to evaluate the safety and reactogenicity of the vaccine and to determine whether the immune response in these …


Respiratory Virus Surveillance Among Children With Acute Respiratory Illnesses - New Vaccine Surveillance Network, United States, 2016-2021, Ariana Perez, Joana Y Lively, Aaron Curns, Geoffrey A Weinberg, Natasha B Halasa, Mary Allen Staat, Peter G Szilagyi, Laura S Stewart, Monica M Mcneal, Benjamin Clopper, Yingtao Zhou, Brett L Whitaker, Elizabeth Lemasters, Elizabeth Harker, Janet A Englund, Eileen J Klein, Rangaraj Selvarangan, Christopher J Harrison, Julie A Boom, Leila C Sahni, Marian G Michaels, John V Williams, Gayle E Langley, Susan I Gerber, Angela Campbell, Aron J Hall, Brian Rha, Meredith Mcmorrow Oct 2022

Respiratory Virus Surveillance Among Children With Acute Respiratory Illnesses - New Vaccine Surveillance Network, United States, 2016-2021, Ariana Perez, Joana Y Lively, Aaron Curns, Geoffrey A Weinberg, Natasha B Halasa, Mary Allen Staat, Peter G Szilagyi, Laura S Stewart, Monica M Mcneal, Benjamin Clopper, Yingtao Zhou, Brett L Whitaker, Elizabeth Lemasters, Elizabeth Harker, Janet A Englund, Eileen J Klein, Rangaraj Selvarangan, Christopher J Harrison, Julie A Boom, Leila C Sahni, Marian G Michaels, John V Williams, Gayle E Langley, Susan I Gerber, Angela Campbell, Aron J Hall, Brian Rha, Meredith Mcmorrow

Journal Articles

The New Vaccine Surveillance Network (NVSN) is a prospective, active, population-based surveillance platform that enrolls children with acute respiratory illnesses (ARIs) at seven pediatric medical centers. ARIs are caused by respiratory viruses including influenza virus, respiratory syncytial virus (RSV), human metapneumovirus (HMPV), human parainfluenza viruses (HPIVs), and most recently SARS-CoV-2 (the virus that causes COVID-19), which result in morbidity among infants and young children (1-6). NVSN estimates the incidence of pathogen-specific pediatric ARIs and collects clinical data (e.g., underlying medical conditions and vaccination status) to assess risk factors for severe disease and calculate influenza and COVID-19 vaccine effectiveness. Current NVSN …


Antibody Evasion By Sars-Cov-2 Omicron Subvariants Ba2121, Ba4 And Ba5, Qian Wang, Yicheng Guo, Sho Iketani, Manoj S Nair, Zhiteng Li, Hiroshi Mohri, Maple Wang, Jian Yu, Anthony D Bowen, Jennifer Y Chang, Jayesh G Shah, Nadia Nguyen, Zhiwei Chen, Kathrine Meyers, Michael T Yin, Magdalena E Sobieszczyk, Zizhang Sheng, Yaoxing Huang, Lihong Liu, David D Ho Aug 2022

Antibody Evasion By Sars-Cov-2 Omicron Subvariants Ba2121, Ba4 And Ba5, Qian Wang, Yicheng Guo, Sho Iketani, Manoj S Nair, Zhiteng Li, Hiroshi Mohri, Maple Wang, Jian Yu, Anthony D Bowen, Jennifer Y Chang, Jayesh G Shah, Nadia Nguyen, Zhiwei Chen, Kathrine Meyers, Michael T Yin, Magdalena E Sobieszczyk, Zizhang Sheng, Yaoxing Huang, Lihong Liu, David D Ho

Journal Articles

SARS-CoV-2 Omicron subvariants BA.2.12.1 and BA.4/5 have surged notably to become dominant in the United States and South Africa, respectively1,2. These new subvariants carrying further mutations in their spike proteins raise concerns that they may further evade neutralizing antibodies, thereby further compromising the efficacy of COVID-19 vaccines and therapeutic monoclonals. We now report findings from a systematic antigenic analysis of these surging Omicron subvariants. BA.2.12.1 is only modestly (1.8-fold) more resistant to sera from vaccinated and boosted individuals than BA.2. However, BA.4/5 is substantially (4.2-fold) more resistant and thus more likely to lead to vaccine breakthrough infections. Mutation at spike …


Evaluation Of Medical Services From The Perspective Of Covid-19 Vaccine Demand Satisfaction In Hangzhou, China, Mingjun Cheng, Yunchen Zhu, Peili Cen, Shan Huang Jan 2022

Evaluation Of Medical Services From The Perspective Of Covid-19 Vaccine Demand Satisfaction In Hangzhou, China, Mingjun Cheng, Yunchen Zhu, Peili Cen, Shan Huang

Journal Articles

The outbreak of COVID-19 has had a huge global impact, and it continues to test the resilience of medical services to emergencies worldwide. In the current post-epidemic era, vaccination has become a highly effective strategy to prevent the spread of COVID-19. However, using conventional mathematical models to evaluate the spatial distribution of medical resources, including vaccination, ignore people's behaviors and choices and make simplifications to the real world. In this study, we use an enhanced model based on the Theory of People Behavior (TPB) to perform a macro analysis of the satisfaction ability of medical resources for vaccination in Hangzhou, …