TY - JOUR
T1 - Determinants of Short-term Movement in a Developing Region and Implications for Disease Transmission
AU - Kraay, Alicia N.M.
AU - Trostle, James
AU - Brouwer, Andrew F.
AU - Cevallos, William
AU - Eisenberg, Joseph N.S.
N1 - Funding Information:
Submitted September 2, 2016; accepted September 6, 2017. From the aDepartment of Epidemiology, University of Michigan, Ann Arbor, Michigan; bTrinity College, Hartford, Connecticut; and Investigaciones en Biomedicina, Universidad Central del Ecuador. J.T. and A.F.B. contributed equally to this work. The authors report no conflicts of interest. This work was funded by the National Institutes of Health (grant R01– AI050038), NIH MIDAS (grant U01GM110712), and the National Science Foundation Water Sustainability and Climate Program (grant 1360330). Data and code used for this analysis is available upon request from the authors. Supplemental digital content is available through direct URL citations in the HTML and PDF versions of this article (www.epidem.com). Correspondence: Department of Epidemiology, University of Michigan, 1415 Washington Heights, Ann Arbor, MI 48104. E-mail: [email protected].
Publisher Copyright:
© 2017 Wolters Kluwer Health, Inc.
PY - 2018/1/1
Y1 - 2018/1/1
N2 - Background: Human mobility is important for infectious disease spread. However, little is known about how travel varies by demographic groups and how this heterogeneity influences infectious disease risk. Methods: We analyzed 10 years of survey data from 15 communities in a remote but rapidly changing region in rural Ecuador where road development in the past 15-20 years has dramatically changed travel. We identify determinants of travel and incorporate them into an infection transmission model. Results: Individuals living in communities more remote at baseline had lower travel rates compared with less remote villages (adjusted odds ratio [OR] = 0.51; 95% confidence interval [CI] = 0.38, 0.67). Our model predicts that less remote villages are, therefore, at increased disease risk. Though road building and travel increased for all communities, this risk differential remained over 10 years of observation. Our transmission model also suggests that travelers and nontravelers have different roles in disease transmission. Adults travel more than children (adjusted OR = 1.73; 95% CI = 1.30, 2.31) and therefore disseminate infection from population centers to rural communities. Children are more likely than adults to be infected locally (attributable fraction = 0.24 and 0.09, respectively) and were indirectly affected by adult travel patterns. Conclusions: These results reinforce the importance of large population centers for regional transmission and show that children and adults may play different roles in disease spread. Changing transportation infrastructure and subsequent economic and social transitions are occurring worldwide, potentially causing increased regional risk of disease.
AB - Background: Human mobility is important for infectious disease spread. However, little is known about how travel varies by demographic groups and how this heterogeneity influences infectious disease risk. Methods: We analyzed 10 years of survey data from 15 communities in a remote but rapidly changing region in rural Ecuador where road development in the past 15-20 years has dramatically changed travel. We identify determinants of travel and incorporate them into an infection transmission model. Results: Individuals living in communities more remote at baseline had lower travel rates compared with less remote villages (adjusted odds ratio [OR] = 0.51; 95% confidence interval [CI] = 0.38, 0.67). Our model predicts that less remote villages are, therefore, at increased disease risk. Though road building and travel increased for all communities, this risk differential remained over 10 years of observation. Our transmission model also suggests that travelers and nontravelers have different roles in disease transmission. Adults travel more than children (adjusted OR = 1.73; 95% CI = 1.30, 2.31) and therefore disseminate infection from population centers to rural communities. Children are more likely than adults to be infected locally (attributable fraction = 0.24 and 0.09, respectively) and were indirectly affected by adult travel patterns. Conclusions: These results reinforce the importance of large population centers for regional transmission and show that children and adults may play different roles in disease spread. Changing transportation infrastructure and subsequent economic and social transitions are occurring worldwide, potentially causing increased regional risk of disease.
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U2 - 10.1097/EDE.0000000000000751
DO - 10.1097/EDE.0000000000000751
M3 - Article
C2 - 28901976
AN - SCOPUS:85044290915
SN - 1044-3983
VL - 29
SP - 117
EP - 125
JO - Epidemiology
JF - Epidemiology
IS - 1
ER -