메뉴 건너뛰기




Volumn 1, Issue 9, 2016, Pages 1007-1013

Evaluation of a prediction model for the development of atrial fibrillation in a repository of electronic medical records

(18)  Kolek, Matthew J a   Graves, Amy J a   Xu, Meng a   Bian, Aihua a   Teixeira, Pedro Luis a   Shoemaker, M Benjamin a   Parvez, Babar a   Xu, Hua b   Heckbert, Susan R c   Ellinor, Patrick T d   Benjamin, Emelia J e,f   Alonso, Alvaro g   Denny, Joshua C a   Moons, Karel G M a,h   Shintani, Ayumi K i   Harrell, Frank E a   Roden, Dan M a   Darbar, Dawood a,j  


Author keywords

[No Author keywords available]

Indexed keywords

ANTIHYPERTENSIVE AGENT;

EID: 85019608042     PISSN: 23806583     EISSN: 23806591     Source Type: Journal    
DOI: 10.1001/jamacardio.2016.3366     Document Type: Article
Times cited : (48)

References (50)
  • 1
    • 84896723562 scopus 로고    scopus 로고
    • Worldwide epidemiology of atrial fibrillation: A Global Burden of Disease 2010 Study
    • Chugh SS, Havmoeller R, Narayanan K, et al. Worldwide epidemiology of atrial fibrillation: a Global Burden of Disease 2010 Study. Circulation. 2014;129(8):837-847.
    • (2014) Circulation , vol.129 , Issue.8 , pp. 837-847
    • Chugh, S.S.1    Havmoeller, R.2    Narayanan, K.3
  • 2
    • 0035832261 scopus 로고    scopus 로고
    • Prevalence of diagnosed atrial fibrillation in adults: National implications for rhythm management and stroke prevention: The Anticoagulation and Risk Factors in Atrial Fibrillation (ATRIA) Study
    • Go AS, Hylek EM, Phillips KA, et al. Prevalence of diagnosed atrial fibrillation in adults: national implications for rhythm management and stroke prevention: the Anticoagulation and Risk Factors in Atrial Fibrillation (ATRIA) Study. JAMA. 2001;285 (18):2370-2375.
    • (2001) JAMA , vol.285 , Issue.18 , pp. 2370-2375
    • Go, A.S.1    Hylek, E.M.2    Phillips, K.A.3
  • 3
    • 33747052359 scopus 로고    scopus 로고
    • Secular trends in incidence of atrial fibrillation in Olmsted County, Minnesota, 1980 to 2000, and implications on the projections for future prevalence
    • Miyasaka Y, Barnes ME, Gersh BJ, et al. Secular trends in incidence of atrial fibrillation in Olmsted County, Minnesota, 1980 to 2000, and implications on the projections for future prevalence. Circulation. 2006;114(2):119-125.
    • (2006) Circulation , vol.114 , Issue.2 , pp. 119-125
    • Miyasaka, Y.1    Barnes, M.E.2    Gersh, B.J.3
  • 5
    • 0033527355 scopus 로고    scopus 로고
    • Antithrombotic therapy to prevent stroke in patients with atrial fibrillation: A meta-analysis
    • Hart RG, Benavente O, McBride R, Pearce LA. Antithrombotic therapy to prevent stroke in patients with atrial fibrillation: a meta-analysis. Ann Intern Med. 1999;131(7):492-501.
    • (1999) Ann Intern Med , vol.131 , Issue.7 , pp. 492-501
    • Hart, R.G.1    Benavente, O.2    McBride, R.3    Pearce, L.A.4
  • 6
    • 0036797537 scopus 로고    scopus 로고
    • A population-based study of the long-term risks associated with atrial fibrillation: 20-year follow-up of the Renfrew/Paisley study
    • Stewart S, Hart CL, Hole DJ, McMurray JJ. A population-based study of the long-term risks associated with atrial fibrillation: 20-year follow-up of the Renfrew/Paisley study. Am J Med. 2002;113 (5):359-364.
    • (2002) Am J Med , vol.113 , Issue.5 , pp. 359-364
    • Stewart, S.1    Hart, C.L.2    Hole, D.J.3    McMurray, J.J.4
  • 7
    • 0029029056 scopus 로고
    • The natural history of atrial fibrillation: Incidence, risk factors, and prognosis in the Manitoba Follow-Up Study
    • Krahn AD, Manfreda J, Tate RB, Mathewson FA, Cuddy TE. The natural history of atrial fibrillation: incidence, risk factors, and prognosis in the Manitoba Follow-Up Study. Am J Med. 1995;98(5): 476-484.
    • (1995) Am J Med , vol.98 , Issue.5 , pp. 476-484
    • Krahn, A.D.1    Manfreda, J.2    Tate, R.B.3    Mathewson, F.A.4    Cuddy, T.E.5
  • 10
    • 0028061693 scopus 로고
    • Quality-of-life assessment in patients with paroxysmal atrial fibrillation or paroxysmal supraventricular tachycardia
    • Hamer ME, Blumenthal JA, McCarthy EA, Phillips BG, Pritchett EL. Quality-of-life assessment in patients with paroxysmal atrial fibrillation or paroxysmal supraventricular tachycardia. Am J Cardiol. 1994;74(8):826-829.
    • (1994) Am J Cardiol , vol.74 , Issue.8 , pp. 826-829
    • Hamer, M.E.1    Blumenthal, J.A.2    McCarthy, E.A.3    Phillips, B.G.4    Pritchett, E.L.5
  • 11
    • 0348047552 scopus 로고    scopus 로고
    • Cost of care distribution in atrial fibrillation patients: The COCAF study
    • Le Heuzey JY, Paziaud O, Piot O, et al. Cost of care distribution in atrial fibrillation patients: the COCAF study. Am Heart J. 2004;147(1):121-126.
    • (2004) Am Heart J , vol.147 , Issue.1 , pp. 121-126
    • Le Heuzey, J.Y.1    Paziaud, O.2    Piot, O.3
  • 12
    • 79959736442 scopus 로고    scopus 로고
    • Estimation of total incremental health care costs in patients with atrial fibrillation in the United States
    • Kim MH, Johnston SS, Chu BC, Dalal MR, Schulman KL. Estimation of total incremental health care costs in patients with atrial fibrillation in the United States. Circ Cardiovasc Qual Outcomes. 2011;4(3):313-320.
    • (2011) Circ Cardiovasc Qual Outcomes , vol.4 , Issue.3 , pp. 313-320
    • Kim, M.H.1    Johnston, S.S.2    Chu, B.C.3    Dalal, M.R.4    Schulman, K.L.5
  • 13
    • 84859603846 scopus 로고    scopus 로고
    • New oral anticoagulants in atrial fibrillation and acute coronary syndromes: ESC Working Group on Thrombosis-Task Force on Anticoagulants in Heart Disease position paper
    • De Caterina R, Husted S, Wallentin L, et al; Coordinating Committee. New oral anticoagulants in atrial fibrillation and acute coronary syndromes: ESC Working Group on Thrombosis-Task Force on Anticoagulants in Heart Disease position paper. J Am Coll Cardiol. 2012;59(16):1413-1425.
    • (2012) J Am Coll Cardiol , vol.59 , Issue.16 , pp. 1413-1425
    • De Caterina, R.1    Husted, S.2    Wallentin, L.3
  • 14
    • 84858640656 scopus 로고    scopus 로고
    • Catheter ablation to maintain sinus rhythm
    • Calkins H. Catheter ablation to maintain sinus rhythm. Circulation. 2012;125(11):1439-1445.
    • (2012) Circulation , vol.125 , Issue.11 , pp. 1439-1445
    • Calkins, H.1
  • 15
    • 0024591825 scopus 로고
    • The Atherosclerosis Risk in Communities (ARIC) Study: Design and objectives. The ARIC investigators
    • ARIC Investigators. The Atherosclerosis Risk in Communities (ARIC) Study: design and objectives. The ARIC investigators. Am J Epidemiol. 1989;129 (4):687-702.
    • (1989) Am J Epidemiol , vol.129 , Issue.4 , pp. 687-702
  • 16
    • 0025913116 scopus 로고
    • The Cardiovascular Health Study: Design and rationale
    • Fried LP, Borhani NO, Enright P, et al. The Cardiovascular Health Study: design and rationale. Ann Epidemiol. 1991;1(3):263-276.
    • (1991) Ann Epidemiol , vol.1 , Issue.3 , pp. 263-276
    • Fried, L.P.1    Borhani, N.O.2    Enright, P.3
  • 18
    • 34247126863 scopus 로고    scopus 로고
    • Age, Gene/Environment Susceptibility-Reykjavik Study: Multidisciplinary applied phenomics
    • Harris TB, Launer LJ, Eiriksdottir G, et al. Age, Gene/Environment Susceptibility-Reykjavik Study: multidisciplinary applied phenomics. Am J Epidemiol. 2007;165(9):1076-1087.
    • (2007) Am J Epidemiol , vol.165 , Issue.9 , pp. 1076-1087
    • Harris, T.B.1    Launer, L.J.2    Eiriksdottir, G.3
  • 19
    • 70349236841 scopus 로고    scopus 로고
    • The Rotterdam Study: 2010 objectives and design update
    • Hofman A, Breteler MMB, van Duijn CM, et al. The Rotterdam Study: 2010 objectives and design update. Eur J Epidemiol. 2009;24(9):553-572.
    • (2009) Eur J Epidemiol , vol.24 , Issue.9 , pp. 553-572
    • Hofman, A.1    Breteler, M.M.B.2    Van Duijn, C.M.3
  • 20
    • 60749123546 scopus 로고    scopus 로고
    • Prevention of atrial fibrillation: Report from a National Heart, Lung, and Blood Institute workshop
    • Benjamin EJ, Chen PS, Bild DE, et al. Prevention of atrial fibrillation: report from a National Heart, Lung, and Blood Institute workshop. Circulation. 2009;119(4):606-618.
    • (2009) Circulation , vol.119 , Issue.4 , pp. 606-618
    • Benjamin, E.J.1    Chen, P.S.2    Bild, D.E.3
  • 21
    • 84881087448 scopus 로고    scopus 로고
    • Simple risk model predicts incidence of atrial fibrillation in a racially and geographically diverse population: The CHARGE-AF consortium
    • Alonso A, Krijthe BP, Aspelund T, et al. Simple risk model predicts incidence of atrial fibrillation in a racially and geographically diverse population: the CHARGE-AF consortium. J Am Heart Assoc. 2013;2(2):e000102.
    • (2013) J Am Heart Assoc , vol.2 , Issue.2 , pp. e000102
    • Alonso, A.1    Krijthe, B.P.2    Aspelund, T.3
  • 22
    • 84860159431 scopus 로고    scopus 로고
    • Risk prediction models, II: External validation, model updating, and impact assessment
    • Moons KG, Kengne AP, Grobbee DE, et al. Risk prediction models, II: external validation, model updating, and impact assessment. Heart. 2012;98 (9):691-698.
    • (2012) Heart , vol.98 , Issue.9 , pp. 691-698
    • Moons, K.G.1    Kengne, A.P.2    Grobbee, D.E.3
  • 23
    • 49949093313 scopus 로고    scopus 로고
    • Development of a large-scale de-identified DNA biobank to enable personalized medicine
    • Roden DM, Pulley JM, Basford MA, et al. Development of a large-scale de-identified DNA biobank to enable personalized medicine. Clin Pharmacol Ther. 2008;84(3):362-369.
    • (2008) Clin Pharmacol Ther , vol.84 , Issue.3 , pp. 362-369
    • Roden, D.M.1    Pulley, J.M.2    Basford, M.A.3
  • 24
    • 84864118842 scopus 로고    scopus 로고
    • Optimizing drug outcomes through pharmacogenetics: A case for preemptive genotyping
    • Schildcrout JS, Denny JC, Bowton E, et al. Optimizing drug outcomes through pharmacogenetics: a case for preemptive genotyping. Clin Pharmacol Ther. 2012;92(2): 235-242.
    • (2012) Clin Pharmacol Ther , vol.92 , Issue.2 , pp. 235-242
    • Schildcrout, J.S.1    Denny, J.C.2    Bowton, E.3
  • 25
    • 77950338000 scopus 로고    scopus 로고
    • Robust replication of genotype-phenotype associations across multiple diseases in an electronic medical record
    • Ritchie MD, Denny JC, Crawford DC, et al. Robust replication of genotype-phenotype associations across multiple diseases in an electronic medical record. Am J Hum Genet. 2010; 86(4):560-572.
    • (2010) Am J Hum Genet , vol.86 , Issue.4 , pp. 560-572
    • Ritchie, M.D.1    Denny, J.C.2    Crawford, D.C.3
  • 26
    • 84881328205 scopus 로고    scopus 로고
    • Validation of electronic medical record-based phenotyping algorithms: Results and lessons learned from the eMERGE network
    • Newton KM, Peissig PL, Kho AN, et al. Validation of electronic medical record-based phenotyping algorithms: results and lessons learned from the eMERGE network. J Am Med Inform Assoc. 2013;20(e1):e147-e154.
    • (2013) J Am Med Inform Assoc , vol.20 , Issue.E1 , pp. e147-e154
    • Newton, K.M.1    Peissig, P.L.2    Kho, A.N.3
  • 27
    • 84857146745 scopus 로고    scopus 로고
    • Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study
    • Kho AN, Hayes MG, Rasmussen-Torvik L, et al. Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study. J Am Med Inform Assoc. 2012;19(2):212-218.
    • (2012) J Am Med Inform Assoc , vol.19 , Issue.2 , pp. 212-218
    • Kho, A.N.1    Hayes, M.G.2    Rasmussen-Torvik, L.3
  • 29
    • 78149492053 scopus 로고    scopus 로고
    • Integrating existing natural language processing tools for medication extraction from discharge summaries
    • Doan S, Bastarache L, Klimkowski S, Denny JC, Xu H. Integrating existing natural language processing tools for medication extraction from discharge summaries. J Am Med Inform Assoc. 2010;17(5):528-531.
    • (2010) J Am Med Inform Assoc , vol.17 , Issue.5 , pp. 528-531
    • Doan, S.1    Bastarache, L.2    Klimkowski, S.3    Denny, J.C.4    Xu, H.5
  • 30
    • 84880843518 scopus 로고    scopus 로고
    • A study of transportability of an existing smoking status detection module across institutions
    • Liu M, Shah A, Jiang M, et al. A study of transportability of an existing smoking status detection module across institutions. AMIA Annu Symp Proc. 2012;2012:577-586.
    • (2012) AMIA Annu Symp Proc , vol.2012 , pp. 577-586
    • Liu, M.1    Shah, A.2    Jiang, M.3
  • 31
    • 33846873244 scopus 로고    scopus 로고
    • Much ado about nothing: A comparison of missing data methods and software to fit incomplete data regression models
    • Horton NJ, Kleinman KP. Much ado about nothing: a comparison of missing data methods and software to fit incomplete data regression models. Am Stat. 2007;61(1):79-90.
    • (2007) Am Stat , vol.61 , Issue.1 , pp. 79-90
    • Horton, N.J.1    Kleinman, K.P.2
  • 32
    • 0022786756 scopus 로고
    • Probabilistic prediction in patient management and clinical trials
    • Spiegelhalter DJ. Probabilistic prediction in patient management and clinical trials. Stat Med. 1986;5(5):421-433.
    • (1986) Stat Med. , vol.5 , Issue.5 , pp. 421-433
    • Spiegelhalter, D.J.1
  • 33
    • 85002571923 scopus 로고    scopus 로고
    • Prediction of atrial fibrillation in a racially diverse cohort: The Multi-Ethnic Study of Atherosclerosis (MESA)
    • pii:e003077
    • Alonso A, Roetker NS, Soliman EZ, Chen LY, Greenland P, Heckbert SR. Prediction of atrial fibrillation in a racially diverse cohort: the Multi-Ethnic Study of Atherosclerosis (MESA). J Am Heart Assoc. 2016;5(2):pii:e003077.
    • (2016) J Am Heart Assoc , vol.5 , Issue.2
    • Alonso, A.1    Roetker, N.S.2    Soliman, E.Z.3    Chen, L.Y.4    Greenland, P.5    Heckbert, S.R.6
  • 34
    • 84930609152 scopus 로고    scopus 로고
    • Performance of the CHARGE-AF risk model for incident atrial fibrillation in the EPIC Norfolk cohort
    • Pfister R, Brägelmann J, Michels G, Wareham NJ, Luben R, Khaw KT. Performance of the CHARGE-AF risk model for incident atrial fibrillation in the EPIC Norfolk cohort. Eur J Prev Cardiol. 2015;22(7):932-939.
    • (2015) Eur J Prev Cardiol , vol.22 , Issue.7 , pp. 932-939
    • Pfister, R.1    Brägelmann, J.2    Michels, G.3    Wareham, N.J.4    Luben, R.5    Khaw, K.T.6
  • 35
    • 33644584065 scopus 로고    scopus 로고
    • Thyroid status, cardiovascular risk, and mortality in older adults
    • Cappola AR, Fried LP, Arnold AM, et al. Thyroid status, cardiovascular risk, and mortality in older adults. JAMA. 2006;295(9):1033-1041.
    • (2006) JAMA , vol.295 , Issue.9 , pp. 1033-1041
    • Cappola, A.R.1    Fried, L.P.2    Arnold, A.M.3
  • 36
    • 72949132104 scopus 로고
    • Factors of risk in the development of coronary heart disease: Six year follow-up experience: The Framingham Study
    • Kannel WB, Dawber TR, Kagan A, Revotskie N, Stokes J III. Factors of risk in the development of coronary heart disease: six year follow-up experience: the Framingham Study. Ann Intern Med. 1961;55:33-50.
    • (1961) Ann Intern Med. , vol.55 , pp. 33-50
    • Kannel, W.B.1    Dawber, T.R.2    Kagan, A.3    Revotskie, N.4    Stokes, J.5
  • 37
    • 0034732256 scopus 로고    scopus 로고
    • Hypertension and antihypertensive therapy as risk factors for type 2 diabetes mellitus: Atherosclerosis Risk in Communities Study
    • Gress TW, Nieto FJ, Shahar E, Wofford MR, Brancati FL. Hypertension and antihypertensive therapy as risk factors for type 2 diabetes mellitus: Atherosclerosis Risk in Communities Study. N Engl J Med. 2000;342(13):905-912.
    • (2000) N Engl J Med , vol.342 , Issue.13 , pp. 905-912
    • Gress, T.W.1    Nieto, F.J.2    Shahar, E.3    Wofford, M.R.4    Brancati, F.L.5
  • 38
    • 0018764335 scopus 로고
    • Diabetes and cardiovascular disease: The Framingham Study
    • Kannel WB, McGee DL. Diabetes and cardiovascular disease: the Framingham Study. JAMA. 1979;241(19):2035-2038.
    • (1979) JAMA , vol.241 , Issue.19 , pp. 2035-2038
    • Kannel, W.B.1    McGee, D.L.2
  • 39
    • 0014075484 scopus 로고
    • Relation of body weight to development of coronary heart disease: The Framingham Study
    • Kannel WB, LeBauer EJ, Dawber TR, McNamara PM. Relation of body weight to development of coronary heart disease: the Framingham Study. Circulation. 1967;35(4):734-744.
    • (1967) Circulation , vol.35 , Issue.4 , pp. 734-744
    • Kannel, W.B.1    LeBauer, E.J.2    Dawber, T.R.3    McNamara, P.M.4
  • 40
    • 0037145887 scopus 로고    scopus 로고
    • Statin therapy is associated with reduced mortality across all age groups of individuals with significant coronary disease, including very elderly patients
    • Allen Maycock CA, Muhlestein JB, Horne BD, et al; Intermountain Heart Collaborative Study. Statin therapy is associated with reduced mortality across all age groups of individuals with significant coronary disease, including very elderly patients. J Am Coll Cardiol. 2002;40(10):1777-1785.
    • (2002) J Am Coll Cardiol , vol.40 , Issue.10 , pp. 1777-1785
    • Allen Maycock, C.A.1    Muhlestein, J.B.2    Horne, B.D.3
  • 41
    • 84930336517 scopus 로고    scopus 로고
    • Lowering blood pressure in patients with diabetes—reply
    • Emdin CA, Rahimi K, Patel A. Lowering blood pressure in patients with diabetes—reply. JAMA. 2015;313(21):2183-2184.
    • (2015) JAMA , vol.313 , Issue.21 , pp. 2183-2184
    • Emdin, C.A.1    Rahimi, K.2    Patel, A.3
  • 42
    • 0028181730 scopus 로고
    • By how much and how quickly does reduction in serum cholesterol concentration lower risk of ischaemic heart disease?
    • Law MR, Wald NJ, Thompson SG. By how much and how quickly does reduction in serum cholesterol concentration lower risk of ischaemic heart disease? BMJ. 1994;308(6925):367-372.
    • (1994) BMJ , vol.308 , Issue.6925 , pp. 367-372
    • Law, M.R.1    Wald, N.J.2    Thompson, S.G.3
  • 43
    • 0037126526 scopus 로고    scopus 로고
    • Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report
    • National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III). Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report. Circulation. 2002;106(25):3143-3421.
    • (2002) Circulation , vol.106 , Issue.25 , pp. 3143-3421
  • 44
    • 16644393741 scopus 로고
    • Randomised trial of cholesterol lowering in 4444 patients with coronary heart disease: The Scandinavian Simvastatin Survival Study (4S)
    • Pedersen TR, Kjekshus J, Berg K, et al; Scandinavian Simvastatin Survival Study Group. Randomised trial of cholesterol lowering in 4444 patients with coronary heart disease: the Scandinavian Simvastatin Survival Study (4S). 1994. Atheroscler Suppl. 2004;5(3):81-87.
    • (1994) Atheroscler Suppl. , vol.5 , Issue.3 , pp. 81-87
    • Pedersen, T.R.1    Kjekshus, J.2    Berg, K.3
  • 45
    • 0032487931 scopus 로고    scopus 로고
    • Prevention of cardiovascular events and death with pravastatin in patients with coronary heart disease and a broad range of initial cholesterol levels
    • The Long-Term Intervention with Pravastatin in Ischaemic Disease (LIPID) Study Group. Prevention of cardiovascular events and death with pravastatin in patients with coronary heart disease and a broad range of initial cholesterol levels. N Engl J Med. 1998;339(19):1349-1357.
    • (1998) N Engl J Med. , vol.339 , Issue.19 , pp. 1349-1357
  • 46
    • 85037131254 scopus 로고    scopus 로고
    • Department of Health and Human Services. National Institutes of Health. Accessed January 31, 2016
    • Gibbons GH. Department of Health and Human Services. National Institutes of Health. Fiscal Year 2014 Budget Request. https://officeofbudget.od.nih.gov/pdfs/FY14/2014 _Overall%20Appropriations.pdf. 2013. Accessed January 31, 2016.
    • (2013) Fiscal Year 2014 Budget Request
    • Gibbons, G.H.1
  • 47
    • 84885101900 scopus 로고    scopus 로고
    • Electronic health record design and implementation for pharmacogenomics: A local perspective
    • Peterson JF, Bowton E, Field JR, et al. Electronic health record design and implementation for pharmacogenomics: a local perspective. Genet Med. 2013;15(10):833-841.
    • (2013) Genet Med , vol.15 , Issue.10 , pp. 833-841
    • Peterson, J.F.1    Bowton, E.2    Field, J.R.3
  • 48
    • 77957019731 scopus 로고    scopus 로고
    • The role of renin-angiotensin system blockade therapy in the prevention of atrial fibrillation: A meta-analysis of randomized controlled trials
    • Zhang Y, Zhang P, Mu Y, et al. The role of renin-angiotensin system blockade therapy in the prevention of atrial fibrillation: a meta-analysis of randomized controlled trials. Clin Pharmacol Ther. 2010;88(4):521-531.
    • (2010) Clin Pharmacol Ther , vol.88 , Issue.4 , pp. 521-531
    • Zhang, Y.1    Zhang, P.2    Mu, Y.3
  • 50
    • 0035754467 scopus 로고    scopus 로고
    • The Social Security Administration’s Death Master File: The completeness of death reporting at older ages
    • 2002
    • Hill ME, Rosenwaike I. The Social Security Administration’s Death Master File: the completeness of death reporting at older ages. Soc Secur Bull. 2001-2002/2002;64(1):45-51.
    • (2001) Soc Secur Bull. , vol.64 , Issue.1 , pp. 45-51
    • Hill, M.E.1    Rosenwaike, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.