Modeling human migration across spatial scales in Colombia.
Journal
PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081
Informations de publication
Date de publication:
2020
2020
Historique:
received:
17
09
2019
accepted:
20
04
2020
entrez:
8
5
2020
pubmed:
8
5
2020
medline:
4
8
2020
Statut:
epublish
Résumé
Human mobility, both short and long term, are important considerations in the study of numerous systems. Economic and technological advances have led to a more interconnected global community, further increasing the need for considerations of human mobility. While data on human mobility are better recorded in many developed countries, availability of such data remains limited in many low- and middle-income countries around the world, particularly at the fine temporal and spatial scales required by many applications. In this study, we used 5-year census-based internal migration microdata for 32 departments in Colombia (i.e., Admin-1 level) to develop a novel spatial interaction modeling approach for estimating migration, at a finer spatial scale, among the 1,122 municipalities in the country (i.e., Admin-2 level). Our modeling approach addresses a significant lack of migration data at administrative unit levels finer than those at which migration data are typically recorded. Due to the widespread availability of census-based migration microdata at the Admin-1 level, our modeling approach opens up for the possibilities of modeling migration patterns at Admin-2 and Admin-3 levels across many other countries where such data are currently lacking.
Identifiants
pubmed: 32379787
doi: 10.1371/journal.pone.0232702
pii: PONE-D-19-26205
pmc: PMC7205305
doi:
Banques de données
Dryad
['10.5061/dryad.j6q573n7v']
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
e0232702Subventions
Organisme : Wellcome Trust
ID : 204613/Z/16/Z
Pays : United Kingdom
Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist.
Références
PLoS Comput Biol. 2012;8(10):e1002699
pubmed: 23093917
Science. 2006 Apr 21;312(5772):447-51
pubmed: 16574822
Eur J Popul. 2016;32:73-97
pubmed: 27069292
Nature. 2012 Feb 26;484(7392):96-100
pubmed: 22367540
Travel Med Infect Dis. 2013 Jan-Feb;11(1):15-22
pubmed: 23478045
Sci Data. 2018 Apr 24;5:180073
pubmed: 29688216
Lancet. 2016 May 21;387(10033):2125-2132
pubmed: 26993883
EPJ Data Sci. 2018;7(1):16
pubmed: 30854281
Am Nat. 2004 Aug;164(2):267-81
pubmed: 15278849
Sci Rep. 2013 Oct 11;3:2923
pubmed: 24113276
Trop Med Int Health. 2010 Dec;15(12):1458-63
pubmed: 20958895
Sci Data. 2016 Aug 16;3:160066
pubmed: 27529469
Malar J. 2016 May 11;15(1):273
pubmed: 27169470
Nat Microbiol. 2016 Jul 25;1(9):16126
pubmed: 27562260
J Transp Geogr. 2015 Oct;48:52-60
pubmed: 32288373
Proc Natl Acad Sci U S A. 2009 Dec 22;106(51):21484-9
pubmed: 20018697
Science. 2012 Oct 12;338(6104):267-70
pubmed: 23066082
Malar J. 2009 Dec 10;8:287
pubmed: 20003266
Epidemics. 2019 Dec;29:100357
pubmed: 31607654
Lat Am Perspect. 2010;37(5):29-49
pubmed: 20824949