메뉴 건너뛰기




Volumn 15, Issue 4, 2013, Pages 316-319

Why we need crowdsourced data in infectious disease surveillance

Author keywords

Bias; Crowdsourcing; Surveillance; Technology

Indexed keywords

ARTICLE; CROWDSOURCING; DISEASE SURVEILLANCE; ENVIRONMENT; HOSPITAL; HUMAN; INFECTION; INFORMATION TECHNOLOGY; INTERNET; MOBILE PHONE; POPULATION; PUBLIC HEALTH;

EID: 84880811041     PISSN: 15233847     EISSN: 15343146     Source Type: Journal    
DOI: 10.1007/s11908-013-0341-5     Document Type: Article
Times cited : (35)

References (32)
  • 1
    • 84870279179 scopus 로고    scopus 로고
    • Prediction and prevention of the next pandemic zoonosis
    • 23200504 10.1016/S0140-6736(12)61684-5
    • Morse SS, Mazet JA, Woolhouse M, Parrish CR, Carroll D, Karesh WB, et al. Prediction and prevention of the next pandemic zoonosis. Lancet. 2012;380(9857):1956-65.
    • (2012) Lancet , vol.380 , Issue.9857 , pp. 1956-1965
    • Morse, S.S.1    Mazet, J.A.2    Woolhouse, M.3    Parrish, C.R.4    Carroll, D.5    Karesh, W.B.6
  • 2
    • 84871355104 scopus 로고    scopus 로고
    • Preventing pandemics via international development: A systems approach
    • 23239944 10.1371/journal.pmed.1001354
    • Bogich TL, Chunara R, Scales D, Chan E, Pinheiro LC, Chmura AA, et al. Preventing pandemics via international development: a systems approach. PLoS Med. 2012;9(12):e1001354.
    • (2012) PLoS Med , vol.9 , Issue.12 , pp. 1001354
    • Bogich, T.L.1    Chunara, R.2    Scales, D.3    Chan, E.4    Pinheiro, L.C.5    Chmura, A.A.6
  • 3
    • 33646130397 scopus 로고    scopus 로고
    • Global environmental data for mapping infectious disease distribution
    • 16647967 10.1016/S0065-308X(05)62002-7 1:STN:280:DC%2BD283jvFWqsg%3D%3D
    • Hay SI, Tatem AJ, Graham AJ, Goetz SJ, Rogers DJ. Global environmental data for mapping infectious disease distribution. Adv Parasitol. 2006;62:37-77.
    • (2006) Adv Parasitol , vol.62 , pp. 37-77
    • Hay, S.I.1    Tatem, A.J.2    Graham, A.J.3    Goetz, S.J.4    Rogers, D.J.5
  • 5
    • 35148899278 scopus 로고    scopus 로고
    • Effect of poor census data on population maps
    • 17916710 10.1126/science.318.5847.43a 1:CAS:528:DC%2BD2sXhtFKmur3O author reply
    • Tatem AJ, Riley S. Effect of poor census data on population maps. Science. 2007;318(5847):43. author reply.
    • (2007) Science , vol.318 , Issue.5847 , pp. 43
    • Tatem, A.J.1    Riley, S.2
  • 6
    • 79955765273 scopus 로고    scopus 로고
    • Cholera epidemic in Haiti, 2010: Using a transmission model to explain spatial spread of disease and identify optimal control interventions
    • 21383314 10.7326/0003-4819-154-9-201105030-00334
    • Tuite AR, Tien J, Eisenberg M, Earn DJ, Ma J, Fisman DN. Cholera epidemic in Haiti, 2010: using a transmission model to explain spatial spread of disease and identify optimal control interventions. Ann Intern Med. 2011;154(9):593-601.
    • (2011) Ann Intern Med , vol.154 , Issue.9 , pp. 593-601
    • Tuite, A.R.1    Tien, J.2    Eisenberg, M.3    Earn, D.J.4    Ma, J.5    Fisman, D.N.6
  • 7
    • 84864690981 scopus 로고    scopus 로고
    • Comparative performance of private and public healthcare systems in low- and middle-Income countries: A systematic review
    • 22723748 10.1371/journal.pmed.1001244
    • Basu S, Andrews J, Kishore S, Panjabi R, Stuckler D. Comparative performance of private and public healthcare systems in low- and middle-Income countries: a systematic review. PLoS Med. 2012;9(6):e1001244.
    • (2012) PLoS Med , vol.9 , Issue.6 , pp. 1001244
    • Basu, S.1    Andrews, J.2    Kishore, S.3    Panjabi, R.4    Stuckler, D.5
  • 8
    • 60549098239 scopus 로고    scopus 로고
    • Detecting influenza epidemics using search engine query data
    • 19020500 10.1038/nature07634 1:CAS:528:DC%2BD1MXht1ehurk%3D
    • Ginsberg J, Mohebbi MH, Patel RS, Brammer L, Smolinski MS, Brilliant L. Detecting influenza epidemics using search engine query data. Nature. 2009;457(7232):1012-4.
    • (2009) Nature , vol.457 , Issue.7232 , pp. 1012-1014
    • Ginsberg, J.1    Mohebbi, M.H.2    Patel, R.S.3    Brammer, L.4    Smolinski, M.S.5    Brilliant, L.6
  • 9
    • 84855664643 scopus 로고    scopus 로고
    • Social and news media enable estimation of epidemiological patterns early in the 2010 Haitian Cholera outbreak American
    • 10.4269/ajtmh.2012.11-0597
    • Chunara R, Andrews J, Brownstein J. Social and news media enable estimation of epidemiological patterns early in the 2010 Haitian Cholera outbreak American. J Trop Med Hyg. 2011;86:39-45.
    • (2011) J Trop Med Hyg , vol.86 , pp. 39-45
    • Chunara, R.1    Andrews, J.2    Brownstein, J.3
  • 10
    • 84856799141 scopus 로고    scopus 로고
    • Online reporting for malaria surveillance using micro-monetary incentives, in urban India 2010-2011
    • Chunara R, Chhaya V, Bane S, Mekaru S, Chan E, Freifeld C, et al. Online reporting for malaria surveillance using micro-monetary incentives, in urban India 2010-2011. Mala J. 2012;11(43).
    • (2012) Mala J. , vol.11 , Issue.43
    • Chunara, R.1    Chhaya, V.2    Bane, S.3    Mekaru, S.4    Chan, E.5    Freifeld, C.6
  • 11
    • 84873598227 scopus 로고    scopus 로고
    • Prize-based contests can provide solutions to computational biology problems
    • 23392504 10.1038/nbt.2495 1:CAS:528:DC%2BC3sXit1Khtb4%3D
    • Lakhani KR, Boudreau KJ, Loh P-R, Backstrom L, Baldwin C, Lonstein E, et al. Prize-based contests can provide solutions to computational biology problems. Nat Biotechnol. 2013;31(2):108-11.
    • (2013) Nat Biotechnol , vol.31 , Issue.2 , pp. 108-111
    • Lakhani, K.R.1    Boudreau, K.J.2    Loh, P.-R.3    Backstrom, L.4    Baldwin, C.5    Lonstein, E.6
  • 12
    • 0037995929 scopus 로고    scopus 로고
    • SETI@ home: An experiment in public-resource computing
    • 10.1145/581571.581573
    • Anderson DP, Cobb J, Korpela E, Lebofsky M, Werthimer D. SETI@ home: an experiment in public-resource computing. Commun ACM. 2002;45(11):56-61.
    • (2002) Commun ACM , vol.45 , Issue.11 , pp. 56-61
    • Anderson, D.P.1    Cobb, J.2    Korpela, E.3    Lebofsky, M.4    Werthimer, D.5
  • 14
    • 80052313941 scopus 로고    scopus 로고
    • Improved response to disasters and outbreaks by tracking population movements with mobile phone network data: A post-earthquake geospatial study in Haiti
    • 21918643 10.1371/journal.pmed.1001083
    • Bengtsson L, Lu X, Thorson A, Garfield R, von Schreeb J. Improved response to disasters and outbreaks by tracking population movements with mobile phone network data: a post-earthquake geospatial study in Haiti. PLoS Med. 2011;8(8):e1001083.
    • (2011) PLoS Med , vol.8 , Issue.8 , pp. 1001083
    • Bengtsson, L.1    Lu, X.2    Thorson, A.3    Garfield, R.4    Von Schreeb, J.5
  • 15
    • 84880780627 scopus 로고    scopus 로고
    • New technologies for reporting real-time emergent infections
    • Chunara R, Freifeld CC, Brownstein JS. New technologies for reporting real-time emergent infections. Parasitology. 2012;1(1):1-9.
    • (2012) Parasitology , vol.1 , Issue.1 , pp. 1-9
    • Chunara, R.1    Freifeld, C.C.2    Brownstein, J.S.3
  • 16
    • 84880813245 scopus 로고    scopus 로고
    • The Centers for Disease Control and Prevention. gis.cdc.gov/grasp/ fluview/fluportaldashboard.html. Accessed March 13, 2012
    • The Centers for Disease Control and Prevention. FluView. Available from: gis.cdc.gov/grasp/fluview/fluportaldashboard.html. Accessed March 13, 2012.
    • FluView
  • 18
    • 77957655267 scopus 로고    scopus 로고
    • The World Health Organization Accessed March 6, 2013
    • The World Health Organization. Global Outbreak Alert & Response Network. Available from: http://www.who.int/csr/outbreaknetwork/en/%5D. Accessed March 6, 2013.
    • Global Outbreak Alert & Response Network
  • 19
    • 84875461152 scopus 로고    scopus 로고
    • Using routine surveillance data to estimate the epidemic potential of emerging zoonoses: Application to the emergence of US Swine Origin Influenza A H3N2v Virus
    • 23472057 10.1371/journal.pmed.1001399
    • Cauchemez S, Epperson S, Biggerstaff M, Swerdlow D, Finelli L, Ferguson NM. Using routine surveillance data to estimate the epidemic potential of emerging zoonoses: application to the emergence of US Swine Origin Influenza A H3N2v Virus. PLoS Med. 2013;10(3):e1001399.
    • (2013) PLoS Med , vol.10 , Issue.3 , pp. 1001399
    • Cauchemez, S.1    Epperson, S.2    Biggerstaff, M.3    Swerdlow, D.4    Finelli, L.5    Ferguson, N.M.6
  • 20
    • 78650722526 scopus 로고    scopus 로고
    • Global capacity for emerging infectious disease detection
    • 21115835 10.1073/pnas.1006219107 1:CAS:528:DC%2BC3cXhs1Squ77M Epub 2010 Nov 29
    • Chan EH, Brewer TF, Madoff LC, Pollack MP, Sonricker AL, Keller M, et al. Global capacity for emerging infectious disease detection. Proc Natl Acad Sci USA. 2010;107(50):21701-6. Epub 2010 Nov 29.
    • (2010) Proc Natl Acad Sci USA , vol.107 , Issue.50 , pp. 21701-21706
    • Chan, E.H.1    Brewer, T.F.2    Madoff, L.C.3    Pollack, M.P.4    Sonricker, A.L.5    Keller, M.6
  • 22
    • 39649091877 scopus 로고    scopus 로고
    • HealthMap: Global infectious disease monitoring through automated classification and visualization of Internet media reports
    • 18096908 10.1197/jamia.M2544
    • Freifeld CC, Mandl KD, Reis BY, Brownstein JS. HealthMap: global infectious disease monitoring through automated classification and visualization of Internet media reports. J Am Med Inform Assoc. 2008;15(2):150-7.
    • (2008) J Am Med Inform Assoc , vol.15 , Issue.2 , pp. 150-157
    • Freifeld, C.C.1    Mandl, K.D.2    Reis, B.Y.3    Brownstein, J.S.4
  • 23
    • 84867325145 scopus 로고    scopus 로고
    • Quantifying the impact of human mobility on malaria
    • 23066082 10.1126/science.1223467 1:CAS:528:DC%2BC38XhsVKrtrzF
    • Wesolowski A, Eagle N, Tatem AJ, Smith DL, Noor AM, Snow RW, et al. Quantifying the impact of human mobility on malaria. Science. 2012;338(6104):267-70.
    • (2012) Science , vol.338 , Issue.6104 , pp. 267-270
    • Wesolowski, A.1    Eagle, N.2    Tatem, A.J.3    Smith, D.L.4    Noor, A.M.5    Snow, R.W.6
  • 24
    • 77958454274 scopus 로고    scopus 로고
    • Internet-based surveillance of Influenza-like-illness in the UK during the 2009 H1N1 influenza pandemic
    • 20979640 10.1186/1471-2458-10-650
    • Tilston NL, Eames KT, Paolotti D, Ealden T, Edmunds WJ. Internet-based surveillance of Influenza-like-illness in the UK during the 2009 H1N1 influenza pandemic. BMC Public Health. 2010;10(1):650.
    • (2010) BMC Public Health , vol.10 , Issue.1 , pp. 650
    • Tilston, N.L.1    Eames, K.T.2    Paolotti, D.3    Ealden, T.4    Edmunds, W.J.5
  • 25
    • 6344221308 scopus 로고    scopus 로고
    • Forecast and control of epidemics in a globalized world
    • 15477600 10.1073/pnas.0308344101 1:CAS:528:DC%2BD2cXpsVSgs7k%3D
    • Hufnagel L, Brockmann D, Geisel T. Forecast and control of epidemics in a globalized world. Proc Natl Acad Sci USA. 2004;101(42):15124-9.
    • (2004) Proc Natl Acad Sci USA , vol.101 , Issue.42 , pp. 15124-15129
    • Hufnagel, L.1    Brockmann, D.2    Geisel, T.3
  • 26
    • 20344375476 scopus 로고    scopus 로고
    • Emergence of unique primate T-lymphotropic viruses among central African bushmeat hunters
    • 15911757 10.1073/pnas.0501734102 1:CAS:528:DC%2BD2MXkvF2isrw%3D
    • Wolfe ND, Heneine W, Carr JK, Garcia AD, Shanmugam V, Tamoufe U, et al. Emergence of unique primate T-lymphotropic viruses among central African bushmeat hunters. Proc Natl Acad Sci. 2005;102(22):7994-9.
    • (2005) Proc Natl Acad Sci , vol.102 , Issue.22 , pp. 7994-7999
    • Wolfe, N.D.1    Heneine, W.2    Carr, J.K.3    Garcia, A.D.4    Shanmugam, V.5    Tamoufe, U.6
  • 27
    • 84869479331 scopus 로고    scopus 로고
    • Close encounters of the infectious kind: Methods to measure social mixing behaviour
    • 10.1017/S0950268812000842 22687447 10.1017/S0950268812000842 1:STN:280:DC%2BC38jgsleqsw%3D%3D Epub 2012 Jun 12
    • Read JM, Edmunds WJ, Riley S, Lessler J, Cummings DA. Close encounters of the infectious kind: methods to measure social mixing behaviour. Epidemiol Infect. 2012;140(12):2117-30. doi: 10.1017/S0950268812000842. Epub 2012 Jun 12.
    • (2012) Epidemiol Infect , vol.140 , Issue.12 , pp. 2117-2130
    • Read, J.M.1    Edmunds, W.J.2    Riley, S.3    Lessler, J.4    Cummings, D.A.5
  • 28
    • 84876540246 scopus 로고    scopus 로고
    • Assessing the online social environment for surveillance of obesity prevalence
    • Chunara R, Bouton L, Ayers JW, Brownstein JS. Assessing the online social environment for surveillance of obesity prevalence. PloS One. 2013;8(4):e61373.
    • (2013) PloS One , vol.8 , Issue.4
    • Chunara, R.1    Bouton, L.2    Ayers, J.W.3    Brownstein, J.S.4
  • 29
    • 84856717649 scopus 로고    scopus 로고
    • Google Flu Trends: Correlation with emergency department influenza rates and crowding metrics
    • 22230244 10.1093/cid/cir883
    • Dugas AF, Hsieh Y-H, Levin SR, Pines JM, Mareiniss DP, Mohareb A, et al. Google Flu Trends: correlation with emergency department influenza rates and crowding metrics. Clin Infect Dis. 2012;54(4):463-9.
    • (2012) Clin Infect Dis , vol.54 , Issue.4 , pp. 463-469
    • Dugas, A.F.1    Hsieh, Y.-H.2    Levin, S.R.3    Pines, J.M.4    Mareiniss, D.P.5    Mohareb, A.6
  • 30
    • 79957985746 scopus 로고    scopus 로고
    • Using web search query data to monitor dengue epidemics: A new model for neglected tropical disease surveillance
    • 21647308 10.1371/journal.pntd.0001206
    • Chan EH, Sahai V, Conrad C, Brownstein JS. Using web search query data to monitor dengue epidemics: a new model for neglected tropical disease surveillance. PLoS Negl Trop Dis. 2011;5(5):e1206.
    • (2011) PLoS Negl Trop Dis , vol.5 , Issue.5 , pp. 1206
    • Chan, E.H.1    Sahai, V.2    Conrad, C.3    Brownstein, J.S.4
  • 32
    • 84865847924 scopus 로고    scopus 로고
    • Heterogeneous mobile phone ownership and usage patterns in Kenya
    • 22558140 10.1371/journal.pone.0035319 1:CAS:528:DC%2BC38Xnt1Ohsb8%3D
    • Wesolowski A, Eagle N, Noor AM, Snow RW, Buckee CO. Heterogeneous mobile phone ownership and usage patterns in Kenya. PLoS One. 2012;7(4):e35319.
    • (2012) PLoS One , vol.7 , Issue.4 , pp. 35319
    • 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.