Effectiveness of Human Mobility Change in Reducing the Spread of COVID-19: Ecological Study of Kingdom of Saudi Arabia
Non-pharmacological interventions including mobility restriction have been developed to curb transmission of SARS-CoV-2. We provided precise estimates of disease burden and examined the impact of mobility restriction on reducing the COVID-19 effective reproduction number in the Kingdom of Saudi Arab...
Gespeichert in:
Veröffentlicht in: | Sustainability 2022-03, Vol.14 (6), p.3368 |
---|---|
Hauptverfasser: | , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | 6 |
container_start_page | 3368 |
container_title | Sustainability |
container_volume | 14 |
creator | Alzain, Mohamed Ali Asweto, Collins Otieno Atique, Suleman Elhassan, Najm Eldinn Elsser Kassar, Ahmed Hassan, Sehar-un-Nisa Humaida, Mohammed Ismail Yusuf, Rafeek Adeyemi Adeboye, Adeniyi Abolaji |
description | Non-pharmacological interventions including mobility restriction have been developed to curb transmission of SARS-CoV-2. We provided precise estimates of disease burden and examined the impact of mobility restriction on reducing the COVID-19 effective reproduction number in the Kingdom of Saudi Arabia. This study involved secondary analysis of open-access COVID-19 data obtained from different sources between 2 March and 26 December 2020. The dependent and main independent variables of interest were the effective reproduction number and anonymized mobility indices, respectively. Multiple linear regression was used to investigate the relationship between the community mobility change and the effective reproduction number for COVID-19. By 26 December 2020, the total number of COVID-19 cases in Saudi Arabia reached 360,690, with a cumulative incidence rate of 105.41/10,000 population. Al Jouf, Northern Border, and Jazan regions were ≥2.5 times (OR = 2.93; 95% CI: 1.29–6.64), (OR = 2.50; 95% CI: 1.08–5.81), and (OR = 2.51; 95% CI: 1.09–5.79) more likely to have a higher case fatality rate than Riyadh, the capital. Mobility changes in public and residential areas were significant predictors of the COVID-19 effective reproduction number. This study demonstrated that community mobility restrictions effectively control transmission of the COVID-19 virus. |
doi_str_mv | 10.3390/su14063368 |
format | Article |
fullrecord | <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_journals_2642482318</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A820480623</galeid><sourcerecordid>A820480623</sourcerecordid><originalsourceid>FETCH-LOGICAL-c323t-c6b8c45cb1d1c43a67e65a832bd3f3d426a9291de8a068134db132887890cf183</originalsourceid><addsrcrecordid>eNpNkVFLwzAUhYsoOOZe_AUB34RqkptlqW9jTjecDJz6WtIk7TLaZibtYP_elgnuvtwD9zv3PJwouiX4ASDBj6ElDHMALi6iAcUTEhM8xpdn-joahbDD3QCQhPBBdJjnuVGNPZjahIBcjhZtJWv07jJb2uaIZltZFwbZGn0Y3SpbF6jZGrTZeyN1z8_W38vnmCRPaK5c6QqrZIk2TauP_fWtM2hX9XIjW23R1MvMypvoKpdlMKO_PYy-Xuafs0W8Wr8uZ9NVrIBCEyueCcXGKiOaKAaSTwwfSwE005CDZpTLhCZEGyExFwSYzghQISYiwSonAobR3env3ruf1oQm3bnW111kSjmjTFA4pwpZmtTWuWu8VJUNKp0KipnAnEJH3Z8o5V0I3uTp3ttK-mNKcNoXkP4XAL9AzHTO</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2642482318</pqid></control><display><type>article</type><title>Effectiveness of Human Mobility Change in Reducing the Spread of COVID-19: Ecological Study of Kingdom of Saudi Arabia</title><source>MDPI - Multidisciplinary Digital Publishing Institute</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Alzain, Mohamed Ali ; Asweto, Collins Otieno ; Atique, Suleman ; Elhassan, Najm Eldinn Elsser ; Kassar, Ahmed ; Hassan, Sehar-un-Nisa ; Humaida, Mohammed Ismail ; Yusuf, Rafeek Adeyemi ; Adeboye, Adeniyi Abolaji</creator><creatorcontrib>Alzain, Mohamed Ali ; Asweto, Collins Otieno ; Atique, Suleman ; Elhassan, Najm Eldinn Elsser ; Kassar, Ahmed ; Hassan, Sehar-un-Nisa ; Humaida, Mohammed Ismail ; Yusuf, Rafeek Adeyemi ; Adeboye, Adeniyi Abolaji</creatorcontrib><description>Non-pharmacological interventions including mobility restriction have been developed to curb transmission of SARS-CoV-2. We provided precise estimates of disease burden and examined the impact of mobility restriction on reducing the COVID-19 effective reproduction number in the Kingdom of Saudi Arabia. This study involved secondary analysis of open-access COVID-19 data obtained from different sources between 2 March and 26 December 2020. The dependent and main independent variables of interest were the effective reproduction number and anonymized mobility indices, respectively. Multiple linear regression was used to investigate the relationship between the community mobility change and the effective reproduction number for COVID-19. By 26 December 2020, the total number of COVID-19 cases in Saudi Arabia reached 360,690, with a cumulative incidence rate of 105.41/10,000 population. Al Jouf, Northern Border, and Jazan regions were ≥2.5 times (OR = 2.93; 95% CI: 1.29–6.64), (OR = 2.50; 95% CI: 1.08–5.81), and (OR = 2.51; 95% CI: 1.09–5.79) more likely to have a higher case fatality rate than Riyadh, the capital. Mobility changes in public and residential areas were significant predictors of the COVID-19 effective reproduction number. This study demonstrated that community mobility restrictions effectively control transmission of the COVID-19 virus.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su14063368</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Coronaviruses ; COVID-19 ; Dependent variables ; Disease transmission ; Ecological studies ; Epidemiology ; Fatalities ; Independent variables ; Medical research ; Medicine, Experimental ; Mobility ; Reproduction ; Residential areas ; Secondary analysis ; Severe acute respiratory syndrome coronavirus 2 ; Viruses</subject><ispartof>Sustainability, 2022-03, Vol.14 (6), p.3368</ispartof><rights>COPYRIGHT 2022 MDPI AG</rights><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c323t-c6b8c45cb1d1c43a67e65a832bd3f3d426a9291de8a068134db132887890cf183</citedby><cites>FETCH-LOGICAL-c323t-c6b8c45cb1d1c43a67e65a832bd3f3d426a9291de8a068134db132887890cf183</cites><orcidid>0000-0003-3514-9836 ; 0000-0003-4207-8191 ; 0000-0002-4703-4094 ; 0000-0002-0085-5805 ; 0000-0002-5149-0703 ; 0000-0003-3669-0210</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Alzain, Mohamed Ali</creatorcontrib><creatorcontrib>Asweto, Collins Otieno</creatorcontrib><creatorcontrib>Atique, Suleman</creatorcontrib><creatorcontrib>Elhassan, Najm Eldinn Elsser</creatorcontrib><creatorcontrib>Kassar, Ahmed</creatorcontrib><creatorcontrib>Hassan, Sehar-un-Nisa</creatorcontrib><creatorcontrib>Humaida, Mohammed Ismail</creatorcontrib><creatorcontrib>Yusuf, Rafeek Adeyemi</creatorcontrib><creatorcontrib>Adeboye, Adeniyi Abolaji</creatorcontrib><title>Effectiveness of Human Mobility Change in Reducing the Spread of COVID-19: Ecological Study of Kingdom of Saudi Arabia</title><title>Sustainability</title><description>Non-pharmacological interventions including mobility restriction have been developed to curb transmission of SARS-CoV-2. We provided precise estimates of disease burden and examined the impact of mobility restriction on reducing the COVID-19 effective reproduction number in the Kingdom of Saudi Arabia. This study involved secondary analysis of open-access COVID-19 data obtained from different sources between 2 March and 26 December 2020. The dependent and main independent variables of interest were the effective reproduction number and anonymized mobility indices, respectively. Multiple linear regression was used to investigate the relationship between the community mobility change and the effective reproduction number for COVID-19. By 26 December 2020, the total number of COVID-19 cases in Saudi Arabia reached 360,690, with a cumulative incidence rate of 105.41/10,000 population. Al Jouf, Northern Border, and Jazan regions were ≥2.5 times (OR = 2.93; 95% CI: 1.29–6.64), (OR = 2.50; 95% CI: 1.08–5.81), and (OR = 2.51; 95% CI: 1.09–5.79) more likely to have a higher case fatality rate than Riyadh, the capital. Mobility changes in public and residential areas were significant predictors of the COVID-19 effective reproduction number. This study demonstrated that community mobility restrictions effectively control transmission of the COVID-19 virus.</description><subject>Coronaviruses</subject><subject>COVID-19</subject><subject>Dependent variables</subject><subject>Disease transmission</subject><subject>Ecological studies</subject><subject>Epidemiology</subject><subject>Fatalities</subject><subject>Independent variables</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Mobility</subject><subject>Reproduction</subject><subject>Residential areas</subject><subject>Secondary analysis</subject><subject>Severe acute respiratory syndrome coronavirus 2</subject><subject>Viruses</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNpNkVFLwzAUhYsoOOZe_AUB34RqkptlqW9jTjecDJz6WtIk7TLaZibtYP_elgnuvtwD9zv3PJwouiX4ASDBj6ElDHMALi6iAcUTEhM8xpdn-joahbDD3QCQhPBBdJjnuVGNPZjahIBcjhZtJWv07jJb2uaIZltZFwbZGn0Y3SpbF6jZGrTZeyN1z8_W38vnmCRPaK5c6QqrZIk2TauP_fWtM2hX9XIjW23R1MvMypvoKpdlMKO_PYy-Xuafs0W8Wr8uZ9NVrIBCEyueCcXGKiOaKAaSTwwfSwE005CDZpTLhCZEGyExFwSYzghQISYiwSonAobR3env3ruf1oQm3bnW111kSjmjTFA4pwpZmtTWuWu8VJUNKp0KipnAnEJH3Z8o5V0I3uTp3ttK-mNKcNoXkP4XAL9AzHTO</recordid><startdate>20220301</startdate><enddate>20220301</enddate><creator>Alzain, Mohamed Ali</creator><creator>Asweto, Collins Otieno</creator><creator>Atique, Suleman</creator><creator>Elhassan, Najm Eldinn Elsser</creator><creator>Kassar, Ahmed</creator><creator>Hassan, Sehar-un-Nisa</creator><creator>Humaida, Mohammed Ismail</creator><creator>Yusuf, Rafeek Adeyemi</creator><creator>Adeboye, Adeniyi Abolaji</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>COVID</scope><scope>DWQXO</scope><scope>PHGZM</scope><scope>PHGZT</scope><scope>PIMPY</scope><scope>PKEHL</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0003-3514-9836</orcidid><orcidid>https://orcid.org/0000-0003-4207-8191</orcidid><orcidid>https://orcid.org/0000-0002-4703-4094</orcidid><orcidid>https://orcid.org/0000-0002-0085-5805</orcidid><orcidid>https://orcid.org/0000-0002-5149-0703</orcidid><orcidid>https://orcid.org/0000-0003-3669-0210</orcidid></search><sort><creationdate>20220301</creationdate><title>Effectiveness of Human Mobility Change in Reducing the Spread of COVID-19: Ecological Study of Kingdom of Saudi Arabia</title><author>Alzain, Mohamed Ali ; Asweto, Collins Otieno ; Atique, Suleman ; Elhassan, Najm Eldinn Elsser ; Kassar, Ahmed ; Hassan, Sehar-un-Nisa ; Humaida, Mohammed Ismail ; Yusuf, Rafeek Adeyemi ; Adeboye, Adeniyi Abolaji</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c323t-c6b8c45cb1d1c43a67e65a832bd3f3d426a9291de8a068134db132887890cf183</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Coronaviruses</topic><topic>COVID-19</topic><topic>Dependent variables</topic><topic>Disease transmission</topic><topic>Ecological studies</topic><topic>Epidemiology</topic><topic>Fatalities</topic><topic>Independent variables</topic><topic>Medical research</topic><topic>Medicine, Experimental</topic><topic>Mobility</topic><topic>Reproduction</topic><topic>Residential areas</topic><topic>Secondary analysis</topic><topic>Severe acute respiratory syndrome coronavirus 2</topic><topic>Viruses</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Alzain, Mohamed Ali</creatorcontrib><creatorcontrib>Asweto, Collins Otieno</creatorcontrib><creatorcontrib>Atique, Suleman</creatorcontrib><creatorcontrib>Elhassan, Najm Eldinn Elsser</creatorcontrib><creatorcontrib>Kassar, Ahmed</creatorcontrib><creatorcontrib>Hassan, Sehar-un-Nisa</creatorcontrib><creatorcontrib>Humaida, Mohammed Ismail</creatorcontrib><creatorcontrib>Yusuf, Rafeek Adeyemi</creatorcontrib><creatorcontrib>Adeboye, Adeniyi Abolaji</creatorcontrib><collection>CrossRef</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Coronavirus Research Database</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central (New)</collection><collection>ProQuest One Academic (New)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Middle East (New)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Alzain, Mohamed Ali</au><au>Asweto, Collins Otieno</au><au>Atique, Suleman</au><au>Elhassan, Najm Eldinn Elsser</au><au>Kassar, Ahmed</au><au>Hassan, Sehar-un-Nisa</au><au>Humaida, Mohammed Ismail</au><au>Yusuf, Rafeek Adeyemi</au><au>Adeboye, Adeniyi Abolaji</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Effectiveness of Human Mobility Change in Reducing the Spread of COVID-19: Ecological Study of Kingdom of Saudi Arabia</atitle><jtitle>Sustainability</jtitle><date>2022-03-01</date><risdate>2022</risdate><volume>14</volume><issue>6</issue><spage>3368</spage><pages>3368-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>Non-pharmacological interventions including mobility restriction have been developed to curb transmission of SARS-CoV-2. We provided precise estimates of disease burden and examined the impact of mobility restriction on reducing the COVID-19 effective reproduction number in the Kingdom of Saudi Arabia. This study involved secondary analysis of open-access COVID-19 data obtained from different sources between 2 March and 26 December 2020. The dependent and main independent variables of interest were the effective reproduction number and anonymized mobility indices, respectively. Multiple linear regression was used to investigate the relationship between the community mobility change and the effective reproduction number for COVID-19. By 26 December 2020, the total number of COVID-19 cases in Saudi Arabia reached 360,690, with a cumulative incidence rate of 105.41/10,000 population. Al Jouf, Northern Border, and Jazan regions were ≥2.5 times (OR = 2.93; 95% CI: 1.29–6.64), (OR = 2.50; 95% CI: 1.08–5.81), and (OR = 2.51; 95% CI: 1.09–5.79) more likely to have a higher case fatality rate than Riyadh, the capital. Mobility changes in public and residential areas were significant predictors of the COVID-19 effective reproduction number. This study demonstrated that community mobility restrictions effectively control transmission of the COVID-19 virus.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/su14063368</doi><orcidid>https://orcid.org/0000-0003-3514-9836</orcidid><orcidid>https://orcid.org/0000-0003-4207-8191</orcidid><orcidid>https://orcid.org/0000-0002-4703-4094</orcidid><orcidid>https://orcid.org/0000-0002-0085-5805</orcidid><orcidid>https://orcid.org/0000-0002-5149-0703</orcidid><orcidid>https://orcid.org/0000-0003-3669-0210</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2071-1050 |
ispartof | Sustainability, 2022-03, Vol.14 (6), p.3368 |
issn | 2071-1050 2071-1050 |
language | eng |
recordid | cdi_proquest_journals_2642482318 |
source | MDPI - Multidisciplinary Digital Publishing Institute; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals |
subjects | Coronaviruses COVID-19 Dependent variables Disease transmission Ecological studies Epidemiology Fatalities Independent variables Medical research Medicine, Experimental Mobility Reproduction Residential areas Secondary analysis Severe acute respiratory syndrome coronavirus 2 Viruses |
title | Effectiveness of Human Mobility Change in Reducing the Spread of COVID-19: Ecological Study of Kingdom of Saudi Arabia |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-19T07%3A23%3A36IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Effectiveness%20of%20Human%20Mobility%20Change%20in%20Reducing%20the%20Spread%20of%20COVID-19:%20Ecological%20Study%20of%20Kingdom%20of%20Saudi%20Arabia&rft.jtitle=Sustainability&rft.au=Alzain,%20Mohamed%20Ali&rft.date=2022-03-01&rft.volume=14&rft.issue=6&rft.spage=3368&rft.pages=3368-&rft.issn=2071-1050&rft.eissn=2071-1050&rft_id=info:doi/10.3390/su14063368&rft_dat=%3Cgale_proqu%3EA820480623%3C/gale_proqu%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2642482318&rft_id=info:pmid/&rft_galeid=A820480623&rfr_iscdi=true |