Skip to main content
Top
Published in: BMC Infectious Diseases 1/2021

Open Access 01-12-2021 | COVID-19 | Research article

Factors shaping the COVID-19 epidemic curve: a multi-country analysis

Authors: Su Yeon Jang, Laith Hussain-Alkhateeb, Tatiana Rivera Ramirez, Ahmed Asa’ad Al-Aghbari, Dhia Joseph Chackalackal, Rocio Cardenas-Sanchez, Maria Angelica Carrillo, In-Hwan Oh, Eduardo Andrés Alfonso-Sierra, Pia Oechsner, Brian Kibiwott Kirui, Martin Anto, Sonia Diaz-Monsalve, Axel Kroeger

Published in: BMC Infectious Diseases | Issue 1/2021

Login to get access

Abstract

Background

Lockdown measures are the backbone of containment measures for the COVID-19 pandemic both in high-income countries (HICs) and low- and middle-income countries (LMICs). However, in view of the inevitably-occurring second and third global covid-19 wave, assessing the success and impact of containment measures on the epidemic curve of COVID-19 and people’s compliance with such measures is crucial for more effective policies. To determine the containment measures influencing the COVID-19 epidemic curve in nine targeted countries across high-, middle-, and low-income nations.

Methods

Four HICs (Germany, Sweden, Italy, and South Korea) and five LMICs (Mexico, Colombia, India, Nigeria, and Nepal) were selected to assess the association using interrupted time series analysis of daily case numbers and deaths of COVID-19 considering the following factors: The “stringency index (SI)” indicating how tight the containment measures were implemented in each country; and the level of compliance with the prescribed measures using human mobility data. Additionally, a scoping review was conducted to contextualize the findings.

Results

Most countries implemented quite rigorous lockdown measures, particularly the LMICs (India, Nepal, and Colombia) following the model of HICs (Germany and Italy). Exceptions were Sweden and South Korea, which opted for different strategies. The compliance with the restrictions—measured as mobility related to home office, restraining from leisure activities, non-use of local transport and others—was generally good, except in Sweden and South Korea where the restrictions were limited. The endemic curves and time-series analysis showed that the containment measures were successful in HICs but not in LMICs.

Conclusion

The imposed lockdown measures are alarming, particularly in resource-constrained settings where such measures are independent of the population segment, which drives the virus transmission. Methods for examining people’s movements or hardships that are caused by covid- no work, no food situation are inequitable. Novel and context-adapted approach of dealing with the COVID-19 crisis are therefore crucial.
Appendix
Available only for authorised users
Literature
3.
go back to reference Ferguson NM, Laydon D, Nedjati-Gilani G, et al. Report 9: impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand. Imperial College COVID-19 Response Team. Imperial College London. 2020. https://doi.org/10.25561/77482. Ferguson NM, Laydon D, Nedjati-Gilani G, et al. Report 9: impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand. Imperial College COVID-19 Response Team. Imperial College London. 2020. https://​doi.​org/​10.​25561/​77482.
4.
go back to reference Bargain O, Ulugbek A. Poverty and Covid-19 in developing countries. Poverty and Covid-19 in developing countries. Groupe de Recherche en Economie Théorique et Appliquée (GREThA), 2020. Bargain O, Ulugbek A. Poverty and Covid-19 in developing countries. Poverty and Covid-19 in developing countries. Groupe de Recherche en Economie Théorique et Appliquée (GREThA), 2020.
5.
go back to reference Marques ES, Moraes CL, Hasselmann MH, Deslandes SF, Reichenheim ME. Violence against women, children, and adolescents during the COVID-19 pandemic: overview, contributing factors, and mitigating measures. A violência contra mulheres, crianças e adolescentes em tempos de pandemia pela COVID-19: panorama, motivações e formas de enfrentamento. Cad Saude Publica. 2020;36(4):e00074420. https://doi.org/10.1590/0102-311X00074420.CrossRefPubMed Marques ES, Moraes CL, Hasselmann MH, Deslandes SF, Reichenheim ME. Violence against women, children, and adolescents during the COVID-19 pandemic: overview, contributing factors, and mitigating measures. A violência contra mulheres, crianças e adolescentes em tempos de pandemia pela COVID-19: panorama, motivações e formas de enfrentamento. Cad Saude Publica. 2020;36(4):e00074420. https://​doi.​org/​10.​1590/​0102-311X00074420.CrossRefPubMed
25.
go back to reference Choi SC, Ki M. Estimating the reproductive number and the outbreak size of novel coronavirus disease (COVID-19) using mathematical model in Republic of Korea. Epidemiol Health. 2020;42:e2020011.CrossRefPubMedPubMedCentral Choi SC, Ki M. Estimating the reproductive number and the outbreak size of novel coronavirus disease (COVID-19) using mathematical model in Republic of Korea. Epidemiol Health. 2020;42:e2020011.CrossRefPubMedPubMedCentral
Metadata
Title
Factors shaping the COVID-19 epidemic curve: a multi-country analysis
Authors
Su Yeon Jang
Laith Hussain-Alkhateeb
Tatiana Rivera Ramirez
Ahmed Asa’ad Al-Aghbari
Dhia Joseph Chackalackal
Rocio Cardenas-Sanchez
Maria Angelica Carrillo
In-Hwan Oh
Eduardo Andrés Alfonso-Sierra
Pia Oechsner
Brian Kibiwott Kirui
Martin Anto
Sonia Diaz-Monsalve
Axel Kroeger
Publication date
01-12-2021
Publisher
BioMed Central
Keyword
COVID-19
Published in
BMC Infectious Diseases / Issue 1/2021
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-021-06714-3

Other articles of this Issue 1/2021

BMC Infectious Diseases 1/2021 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.