메뉴 건너뛰기




Volumn 214, Issue , 2016, Pages S414-S420

Connecting mobility to infectious diseases: The promise and limits of mobile phone data

Author keywords

Big Data; Human mobility; Mobile phones; Spatial epidemiology

Indexed keywords

ARTICLE; CALL DATA RECORD; DATA ANALYSIS; DATA PROCESSING; DEMOGRAPHY; DISEASE TRANSMISSION; HUMAN; INCIDENCE; INFECTION; INFECTION SENSITIVITY; INFORMATION PROCESSING; KENYA; MOBILE PHONE; SHORT MESSAGING SERVICE; TEXT MESSAGING; TRAVEL; COMMUNICABLE DISEASE; EPIDEMIOLOGICAL MONITORING; SPATIOTEMPORAL ANALYSIS;

EID: 85015878807     PISSN: 00221899     EISSN: 15376613     Source Type: Journal    
DOI: 10.1093/infdis/jiw273     Document Type: Article
Times cited : (157)

References (43)
  • 1
    • 84903398755 scopus 로고    scopus 로고
    • Spatial transmission of 2009 pandemic influenza in the US
    • Gog JR, Ballesteros S, Viboud C, et al. Spatial Transmission of 2009 Pandemic Influenza in the US. PLoS Comput Biol 2014; 10:e1003635.
    • (2014) PLoS Comput Biol , vol.10 , pp. e1003635
    • Gog, J.R.1    Ballesteros, S.2    Viboud, C.3
  • 2
    • 23844436610 scopus 로고    scopus 로고
    • Strategies for containing an emerging influenza pandemic in Southeast Asia
    • Ferguson NM, Cummings DA, Cauchemez S, et al. Strategies for containing an emerging influenza pandemic in Southeast Asia. Nature 2005; 437:209-14.
    • (2005) Nature , vol.437 , pp. 209-214
    • Ferguson, N.M.1    Cummings, D.A.2    Cauchemez, S.3
  • 3
    • 84856578422 scopus 로고    scopus 로고
    • Modelling cholera epidemics: The role of waterways, human mobility and sanitation
    • Mari L, Bertuzzo E, Righetto L, et al. Modelling cholera epidemics: the role of waterways, human mobility and sanitation. J R Soc Interface 2012; 9:376-88.
    • (2012) J R Soc Interface , vol.9 , pp. 376-388
    • Mari, L.1    Bertuzzo, E.2    Righetto, L.3
  • 4
    • 0017712868 scopus 로고
    • Disease and mobility: A neglected factor in epidemiology
    • Prothero RM. Disease and mobility: a neglected factor in epidemiology. Int J Epidemiol 1977; 6:259-67.
    • (1977) Int J Epidemiol , vol.6 , pp. 259-267
    • Prothero, R.M.1
  • 5
    • 84867325145 scopus 로고    scopus 로고
    • Quantifying the impact of human mobility on malaria
    • Wesolowski A, Eagle N, Tatem AJ, et al. Quantifying the impact of human mobility on malaria. Science 2012; 338:267-70.
    • (2012) Science , vol.338 , pp. 267-270
    • Wesolowski, A.1    Eagle, N.2    Tatem, A.J.3
  • 6
    • 0035856957 scopus 로고    scopus 로고
    • Travelling waves and spatial hierarchies in measles epidemics
    • Grenfell BT, Bjornstad ON, Kappey J. Travelling waves and spatial hierarchies in measles epidemics. Nature 2001; 414:716-23.
    • (2001) Nature , vol.414 , pp. 716-723
    • Grenfell, B.T.1    Bjornstad, O.N.2    Kappey, J.3
  • 7
    • 1542343036 scopus 로고    scopus 로고
    • Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand
    • Cummings DA, Irizarry RA, Huang NE, et al. Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand. Nature 2004; 427:344-7.
    • (2004) Nature , vol.427 , pp. 344-347
    • Cummings, D.A.1    Irizarry, R.A.2    Huang, N.E.3
  • 9
  • 10
    • 84935853548 scopus 로고    scopus 로고
    • Potential for international spread of wild poliovirus via travelers
    • Wilder-Smith A, Leong WY, Lopez LF, et al. Potential for international spread of wild poliovirus via travelers. BMC Med 2015; 13:133.
    • (2015) BMC Med , vol.13 , pp. 133
    • Wilder-Smith, A.1    Leong, W.Y.2    Lopez, L.F.3
  • 11
    • 84908519505 scopus 로고    scopus 로고
    • Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic
    • Poletto C, Gomes MF, Pastore y, Piontti A, et al. Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic. Euro Surveill 2014; 19:pii:20936.
    • (2014) Euro Surveill , vol.19
    • Poletto, C.1    Gomes, M.F.2    Pastore, Y.3    Piontti, A.4
  • 12
    • 84923285575 scopus 로고    scopus 로고
    • Commentary: Containing the ebola outbreak-The potential and challenge of mobile network data
    • Wesolowski A, Buckee CO, Bengtsson L,Wetter E, Lu X, Tatem AJ. Commentary: containing the ebola outbreak-the potential and challenge of mobile network data. PLoS Curr 2014; 6.
    • (2014) PLoS Curr , pp. 6
    • Wesolowski, A.1    Buckee, C.O.2    Bengtsson, L.3    Wetter, E.4    Lu, X.5    Tatem, A.J.6
  • 13
    • 0029279295 scopus 로고
    • Travel and the emergence of infectious diseases
    • Wilson ME. Travel and the emergence of infectious diseases. Emerg Infect Dis 1995; 1:39-46.
    • (1995) Emerg Infect Dis , vol.1 , pp. 39-46
    • Wilson, M.E.1
  • 14
    • 33646152101 scopus 로고    scopus 로고
    • Global transport networks and infectious disease spread
    • Tatem AJ, Rogers DJ, Hay SI. Global transport networks and infectious disease spread. Adv Parasitol 2006; 62:293-343.
    • (2006) Adv Parasitol , vol.62 , pp. 293-343
    • Tatem, A.J.1    Rogers, D.J.2    Hay, S.I.3
  • 15
    • 34249883600 scopus 로고    scopus 로고
    • Large-scale spatial-transmission models of infectious disease
    • Riley S. Large-scale spatial-transmission models of infectious disease. Science 2007; 316:1298-301.
    • (2007) Science , vol.316 , pp. 1298-1301
    • Riley, S.1
  • 16
  • 17
    • 33846670320 scopus 로고    scopus 로고
    • Modeling the worldwide spread of pandemic influenza: Baseline case and containment interventions
    • Colizza V, Barrat A, Barthelemy M, Valleron AJ, Vespignani A. Modeling the worldwide spread of pandemic influenza: baseline case and containment interventions. PLoS Med 2007; 4:e13.
    • (2007) PLoS Med , vol.4 , pp. e13
    • Colizza, V.1    Barrat, A.2    Barthelemy, M.3    Valleron, A.J.4    Vespignani, A.5
  • 18
    • 84870905897 scopus 로고    scopus 로고
    • Real-time numerical forecast of global epidemic spreading: Case study of 2009 A/H1N1pdm
    • Tizzoni M, Bajardi P, Poletto C, et al. Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm. BMC Med 2012; 10:165.
    • (2012) BMC Med , vol.10 , pp. 165
    • Tizzoni, M.1    Bajardi, P.2    Poletto, C.3
  • 19
    • 4143075752 scopus 로고    scopus 로고
    • Measles metapopulation dynamics: A gravity model for epidemiological coupling and dynamics
    • Xia Y, Bjornstad ON, Grenfell BT. Measles metapopulation dynamics: a gravity model for epidemiological coupling and dynamics. Am Nat 2004; 164:267-81.
    • (2004) Am Nat , vol.164 , pp. 267-281
    • Xia, Y.1    Bjornstad, O.N.2    Grenfell, B.T.3
  • 20
    • 84947804614 scopus 로고    scopus 로고
    • The role of different social contexts in shaping influenza transmission during the 2009 pandemic
    • Ajelli M, Poletti P, Melegaro A, Merler S. The role of different social contexts in shaping influenza transmission during the 2009 pandemic. Sci Rep 2014; 4:7218.
    • (2014) Sci Rep , vol.4 , pp. 7218
    • Ajelli, M.1    Poletti, P.2    Melegaro, A.3    Merler, S.4
  • 21
    • 84945206243 scopus 로고    scopus 로고
    • The scaling of human contacts and epidemic processes in metapopulation networks
    • Tizzoni M, Sun K, Benusiglio D, Karsai M, Perra N. The scaling of human contacts and epidemic processes in metapopulation networks. Sci Rep 2015; 5:15111.
    • (2015) Sci Rep , vol.5 , pp. 15111
    • Tizzoni, M.1    Sun, K.2    Benusiglio, D.3    Karsai, M.4    Perra, N.5
  • 22
    • 2442686815 scopus 로고    scopus 로고
    • Modelling disease outbreaks in realistic urban social networks
    • Eubank S, Guclu H, Kumar VS, et al. Modelling disease outbreaks in realistic urban social networks. Nature 2004; 429:180-4.
    • (2004) Nature , vol.429 , pp. 180-184
    • Eubank, S.1    Guclu, H.2    Kumar, V.S.3
  • 23
    • 77953920376 scopus 로고    scopus 로고
    • Comparing large-scale computational approaches to epidemic modeling: Agent-based versus structured metapopulation models
    • Ajelli M, Goncalves B, Balcan D, et al. Comparing large-scale computational approaches to epidemic modeling: agent-based versus structured metapopulation models. BMC Infect Dis 2010; 10:190.
    • (2010) BMC Infect Dis , vol.10 , pp. 190
    • Ajelli, M.1    Goncalves, B.2    Balcan, D.3
  • 24
    • 84876150104 scopus 로고    scopus 로고
    • Age-specific contacts and travel patterns in the spatial spread of 2009 H1N1 influenza pandemic
    • Apolloni A, Poletto C, Colizza V. Age-specific contacts and travel patterns in the spatial spread of 2009 H1N1 influenza pandemic. BMC Infect Dis 2013; 13:176.
    • (2013) BMC Infect Dis , vol.13 , pp. 176
    • Apolloni, A.1    Poletto, C.2    Colizza, V.3
  • 25
    • 84905454884 scopus 로고    scopus 로고
    • On the use of human mobility proxies for modeling epidemics
    • Tizzoni M, Bajardi P, Decuyper A, et al. On the use of human mobility proxies for modeling epidemics. PLoS Comput Biol 2014; 10:e1003716.
    • (2014) PLoS Comput Biol , vol.10 , pp. e1003716
    • Tizzoni, M.1    Bajardi, P.2    Decuyper, A.3
  • 26
    • 0036590892 scopus 로고    scopus 로고
    • Dyanmics of measles epidemics: Estimating scale of transmission rates using a time series SIR model
    • Bjornstad ON, Finkenstadt BF, Grenfell BT. Dyanmics of measles epidemics: estimating scale of transmission rates using a time series SIR model. Ecol Monogr 2002; 72:169-84.
    • (2002) Ecol Monogr , vol.72 , pp. 169-184
    • Bjornstad, O.N.1    Finkenstadt, B.F.2    Grenfell, B.T.3
  • 27
    • 49049112694 scopus 로고    scopus 로고
    • Hazards, spatial transmission and timing of outbreaks in epidemic metapopulations
    • Bjornstad ON, Grenfell BT. Hazards, spatial transmission and timing of outbreaks in epidemic metapopulations. Environ Ecol Stat 2008; 15:265-77.
    • (2008) Environ Ecol Stat , vol.15 , pp. 265-277
    • Bjornstad, O.N.1    Grenfell, B.T.2
  • 28
    • 84938635450 scopus 로고    scopus 로고
    • Evaluating spatial interaction models for regional mobility in sub-Saharan Africa
    • Wesolowski A, O'Meara WP, Eagle N, Tatem AJ, Buckee CO. Evaluating spatial interaction models for regional mobility in sub-Saharan Africa. PLoS Comput Biol 2015; 11:e1004267.
    • (2015) PLoS Comput Biol , vol.11 , pp. e1004267
    • Wesolowski, A.1    O'Meara, W.P.2    Eagle, N.3    Tatem, A.J.4    Buckee, C.O.5
  • 29
    • 84942892889 scopus 로고    scopus 로고
    • Impact of human mobility on the emergence of dengue epidemics in Pakistan
    • Wesolowski A, Qureshi T, Boni MF, et al. Impact of human mobility on the emergence of dengue epidemics in Pakistan. Proc Natl Acad Sci U S A 2015; 112:11887-92.
    • (2015) Proc Natl Acad Sci U S A , vol.112 , pp. 11887-11892
    • Wesolowski, A.1    Qureshi, T.2    Boni, M.F.3
  • 30
    • 84863893880 scopus 로고    scopus 로고
    • Predictability of population displacement after the 2010 Haiti earthquake
    • Lu X, Bengtsson L, Holme P. Predictability of population displacement after the 2010 Haiti earthquake. Proc Natl Acad Sci U S A 2012; 109:11576-81.
    • (2012) Proc Natl Acad Sci U S A , vol.109 , pp. 11576-11581
    • Lu, X.1    Bengtsson, L.2    Holme, P.3
  • 31
    • 44849122540 scopus 로고    scopus 로고
    • Understanding individual human mobility patterns
    • Gonzalez MC, Hidalgo CA, Barabasi AL. Understanding individual human mobility patterns. Nature 2008; 453:779-82.
    • (2008) Nature , vol.453 , pp. 779-782
    • Gonzalez, M.C.1    Hidalgo, C.A.2    Barabasi, A.L.3
  • 32
    • 84947041519 scopus 로고    scopus 로고
    • GSMA.. London, United Kingdom: GSMA
    • GSMA. The mobile economy 2015. London, United Kingdom: GSMA, 2015.
    • (2015) The Mobile Economy 2015
  • 33
    • 84969878488 scopus 로고    scopus 로고
    • World Bank.. In: International Telecommunication Union, World Telecommunication/ICT development report and database. Washington, DC: World Bank
    • World Bank. Mobile cellular subscriptions. In: International Telecommunication Union, World Telecommunication/ICT development report and database. Washington, DC: World Bank, 2015.
    • (2015) Mobile Cellular Subscriptions
  • 34
    • 84893700265 scopus 로고    scopus 로고
    • Integrating rapid risk mapping and mobile phone call record data for strategic malaria elimination planning
    • Tatem AJ, Huang Z, Narib C, et al. Integrating rapid risk mapping and mobile phone call record data for strategic malaria elimination planning. Malar J 2014; 13:52.
    • (2014) Malar J , vol.13 , pp. 52
    • Tatem, A.J.1    Huang, Z.2    Narib, C.3
  • 35
    • 84924390418 scopus 로고    scopus 로고
    • Using mobile phone data to predict the spatial spread of cholera
    • Bengtsson L, Gaudart J, Lu X, et al. Using mobile phone data to predict the spatial spread of cholera. Sci Rep 2015; 5:8923.
    • (2015) Sci Rep , vol.5 , pp. 8923
    • Bengtsson, L.1    Gaudart, J.2    Lu, X.3
  • 36
    • 84940986590 scopus 로고    scopus 로고
    • Quantifying seasonal population fluxes driving rubella transmission dynamics using mobile phone data
    • Wesolowski A, Metcalf CJ, Eagle N, et al. Quantifying seasonal population fluxes driving rubella transmission dynamics using mobile phone data. Proc Natl Acad Sci U S A 2015; 112:11114-9.
    • (2015) Proc Natl Acad Sci U S A , vol.112 , pp. 11114-11119
    • Wesolowski, A.1    Metcalf, C.J.2    Eagle, N.3
  • 37
    • 84957567508 scopus 로고    scopus 로고
    • The impact of human mobility on HIV transmission in Kenya
    • Isdory A, Mureithi EW, Sumpter DJ. The impact of human mobility on HIV transmission in Kenya. PLoS One 2015; 10:e0142805.
    • (2015) PLoS One , vol.10 , pp. e0142805
    • Isdory, A.1    Mureithi, E.W.2    Sumpter, D.J.3
  • 38
  • 39
    • 0023470997 scopus 로고
    • Aggregation in model ecosystems. I. Perfect aggregation
    • Iwasa Y, Viggo A, Levin S. Aggregation in model ecosystems. I. Perfect aggregation. Ecol Modell 1987; 37:287-302.
    • (1987) Ecol Modell , vol.37 , pp. 287-302
    • Iwasa, Y.1    Viggo, A.2    Levin, S.3
  • 40
    • 38949125228 scopus 로고    scopus 로고
    • The dynamics of measles in sub-Saharan Africa
    • Ferrari MJ, Grais RF, Bharti N, et al. The dynamics of measles in sub-Saharan Africa. Nature 2008; 451:679-84.
    • (2008) Nature , vol.451 , pp. 679-684
    • Ferrari, M.J.1    Grais, R.F.2    Bharti, N.3
  • 41
    • 79251499579 scopus 로고    scopus 로고
    • Rubella metapopulation dynamics and importance of spatial coupling to the risk of congenital rubella syndrome in Peru
    • Metcalf CJ, Munayco CV, Chowell G, Grenfell BT, Bjornstad ON. Rubella metapopulation dynamics and importance of spatial coupling to the risk of congenital rubella syndrome in Peru. J R Soc Interface 2011; 8:369-76.
    • (2011) J R Soc Interface , vol.8 , pp. 369-376
    • Metcalf, C.J.1    Munayco, C.V.2    Chowell, G.3    Grenfell, B.T.4    Bjornstad, O.N.5
  • 42
    • 84963865103 scopus 로고    scopus 로고
    • Key traveller groups of relevance to spatial malaria transmission: A survey of movement patterns in four sub-Saharan African countries
    • Marshall JM, Toure M, Ouedraogo AL, et al. Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries. Malar J 2016; 15:200.
    • (2016) Malar J , vol.15 , pp. 200
    • Marshall, J.M.1    Toure, M.2    Ouedraogo, A.L.3
  • 43
    • 84875754510 scopus 로고    scopus 로고
    • The impact of biases in mobile phone ownership on estimates of human mobility
    • Wesolowski A, Eagle N, Noor AM, Snow RW, Buckee CO. The impact of biases in mobile phone ownership on estimates of human mobility. J R Soc Interface 2013; 10:20120986.
    • (2013) J R Soc Interface , vol.10 , pp. 20120986
    • Wesolowski, A.1    Eagle, N.2    Noor, A.M.3    Snow, R.W.4    Buckee, C.O.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.