메뉴 건너뛰기




Volumn 15, Issue 1, 2015, Pages

The increasing burden and complexity of multimorbidity

Author keywords

Administrative health data; Age; Chronic conditions; Disease clusters; Multimorbidity; Ontario; Prevalence

Indexed keywords

ADOLESCENT; ADULT; AGED; CHILD; CHRONIC DISEASE; COMORBIDITY; FEMALE; HUMAN; INFANT; MALE; MIDDLE AGED; NEWBORN; ONTARIO; PRESCHOOL CHILD; PREVALENCE; RETROSPECTIVE STUDY; SOCIOECONOMICS; VERY ELDERLY; YOUNG ADULT;

EID: 84989782423     PISSN: None     EISSN: 14712458     Source Type: Journal    
DOI: 10.1186/s12889-015-1733-2     Document Type: Article
Times cited : (327)

References (55)
  • 1
    • 84938950462 scopus 로고    scopus 로고
    • Statistics Canada. Tables by subject: Diseases and health conditions. Accessed July 2nd 2014.
    • Statistics Canada. Tables by subject: Diseases and health conditions. http://www.statcan.gc.ca/tables-tableaux/sum-som/l01/ind01/l3-2966-1887-eng.htm?hili-health03. Accessed July 2nd 2014.
  • 5
    • 79959686412 scopus 로고    scopus 로고
    • Future of multimorbidity research: How should understanding of multimorbidity inform health system design?
    • Boyd CM, Fortin M. Future of multimorbidity research: How should understanding of multimorbidity inform health system design? Public Health Rev. 2010;32:451-74.
    • (2010) Public Health Rev , vol.32 , pp. 451-474
    • Boyd, C.M.1    Fortin, M.2
  • 6
    • 30744449973 scopus 로고    scopus 로고
    • Relationship between multimorbidity and health-related quality of life of patients in primary care
    • 16411033
    • Fortin M, Bravo G, Hudon C, Lapointe L, Almirall J, Dubois MF, et al. Relationship between multimorbidity and health-related quality of life of patients in primary care. Qual Life Res. 2006;15(1):83-91. doi:10.1007/s11136-005-8661-z.
    • (2006) Qual Life Res , vol.15 , Issue.1 , pp. 83-91
    • Fortin, M.1    Bravo, G.2    Hudon, C.3    Lapointe, L.4    Almirall, J.5    Dubois, M.F.6
  • 8
    • 0032896456 scopus 로고    scopus 로고
    • Association of comorbidity with disability in older women: The Women's Health and Aging Study
    • 1:STN:280:DyaK1M7jslemtA%3D%3D 9973071
    • Fried LP, Bandeen-Roche K, Kasper JD, Guralnik JM. Association of comorbidity with disability in older women: the Women's Health and Aging Study. J Clin Epidemiol. 1999;52(1):27-37. doi:S0895435698001243.
    • (1999) J Clin Epidemiol , vol.52 , Issue.1 , pp. 27-37
    • Fried, L.P.1    Bandeen-Roche, K.2    Kasper, J.D.3    Guralnik, J.M.4
  • 9
    • 39149111204 scopus 로고    scopus 로고
    • Co- and multimorbidity patterns in primary care based on episodes of care: Results from the German CONTENT project
    • 18205916 2244601
    • Laux G, Kuehlein T, Rosemann T, Szecsenyi J. Co- and multimorbidity patterns in primary care based on episodes of care: results from the German CONTENT project. BMC Health Serv Res. 2008;8:14. doi:1472-6963-8-14. 10.1186/1472-6963-8-14.
    • (2008) BMC Health Serv Res , vol.8 , pp. 14
    • Laux, G.1    Kuehlein, T.2    Rosemann, T.3    Szecsenyi, J.4
  • 10
    • 79960470722 scopus 로고    scopus 로고
    • Challenges to primary care from co- and multi-morbidity
    • 21426609
    • Starfield B. Challenges to primary care from co- and multi-morbidity. Prim Health Care Res Dev. 2011;12(1):1-2. doi:S1463423610000484. 10.1017/S1463423610000484.
    • (2011) Prim Health Care Res Dev , vol.12 , Issue.1 , pp. 1-2
    • Starfield, B.1
  • 11
    • 84859547583 scopus 로고    scopus 로고
    • A systematic review of prevalence studies on multimorbidity: Toward a more uniform methodology
    • 22412006 3315131
    • Fortin M, Stewart M, Poitras ME, Almirall J, Maddocks H. A systematic review of prevalence studies on multimorbidity: toward a more uniform methodology. Ann Fam Med. 2012;10(2):142-51. doi:10/2/142. 10.1370/afm.1337.
    • (2012) Ann Fam Med , vol.10 , Issue.2 , pp. 142-151
    • Fortin, M.1    Stewart, M.2    Poitras, M.E.3    Almirall, J.4    Maddocks, H.5
  • 12
    • 84874471663 scopus 로고    scopus 로고
    • Multimorbidity in Older Adults
    • Salive ME. Multimorbidity in Older Adults. Epidemiol Rev. 2013. doi:mxs009. 10.1093/epirev/mxs009.
    • (2013) Epidemiol Rev.
    • Salive, M.E.1
  • 13
    • 20444417798 scopus 로고    scopus 로고
    • Prevalence of multimorbidity among adults seen in family practice
    • 15928225 1466875
    • Fortin M, Bravo G, Hudon C, Vanasse A, Lapointe L. Prevalence of multimorbidity among adults seen in family practice. Ann Fam Med. 2005;3(3):223-8. doi:3/3/223. 10.1370/afm.272.
    • (2005) Ann Fam Med , vol.3 , Issue.3 , pp. 223-228
    • Fortin, M.1    Bravo, G.2    Hudon, C.3    Vanasse, A.4    Lapointe, L.5
  • 15
    • 77951780856 scopus 로고    scopus 로고
    • Prevalence estimates of multimorbidity: A comparative study of two sources
    • 20459621 2907759
    • Fortin M, Hudon C, Haggerty J, Akker M, Almirall J. Prevalence estimates of multimorbidity: a comparative study of two sources. BMC Health Serv Res. 2010;10:111. doi:1472-6963-10-111. 10.1186/1472-6963-10-111.
    • (2010) BMC Health Serv Res , vol.10 , pp. 111
    • Fortin, M.1    Hudon, C.2    Haggerty, J.3    Akker, M.4    Almirall, J.5
  • 16
    • 80052916110 scopus 로고    scopus 로고
    • The prevalence of multimorbidity in primary care and its effect on health care utilization and cost
    • 21436204
    • Glynn LG, Valderas JM, Healy P, Burke E, Newell J, Gillespie P, et al. The prevalence of multimorbidity in primary care and its effect on health care utilization and cost. Fam Pract. 2011;28(5):516-23. 10.1093/fampra/cmr013.
    • (2011) Fam Pract , vol.28 , Issue.5 , pp. 516-523
    • Glynn, L.G.1    Valderas, J.M.2    Healy, P.3    Burke, E.4    Newell, J.5    Gillespie, P.6
  • 17
    • 78651403744 scopus 로고    scopus 로고
    • Chronic respiratory disease and multimorbidity: Prevalence and impact in a general practice setting
    • 20716482
    • O'Kelly S, Smith SM, Lane S, Teljeur C, O'Dowd T. Chronic respiratory disease and multimorbidity: prevalence and impact in a general practice setting. Respir Med. 2011;105(2):236-42. doi:S0954-6111(10)00340-9. 10.1016/j.rmed.2010.07.019.
    • (2011) Respir Med , vol.105 , Issue.2 , pp. 236-242
    • O'Kelly, S.1    Smith, S.M.2    Lane, S.3    Teljeur, C.4    O'Dowd, T.5
  • 18
    • 55049100867 scopus 로고    scopus 로고
    • Multimorbidity in primary care: Prevalence and trend over the last 20 years
    • 18949641
    • Uijen AA, van de Lisdonk EH. Multimorbidity in primary care: prevalence and trend over the last 20 years. Eur J Gen Pract. 2008;14 Suppl 1:28-32. doi:904749751. 10.1080/13814780802436093.
    • (2008) Eur J Gen Pract , vol.14 , pp. 28-32
    • Uijen, A.A.1    Van De Lisdonk, E.H.2
  • 19
    • 0031948372 scopus 로고    scopus 로고
    • Multimorbidity in general practice: Prevalence, incidence, and determinants of co-occurring chronic and recurrent diseases
    • 9619963
    • van den Akker M, Buntinx F, Metsemakers JF, Roos S, Knottnerus JA. Multimorbidity in general practice: prevalence, incidence, and determinants of co-occurring chronic and recurrent diseases. J Clin Epidemiol. 1998;51(5):367-75. doi:S0895-4356(97)00306-5.
    • (1998) J Clin Epidemiol , vol.51 , Issue.5 , pp. 367-375
    • Van Den Akker, M.1    Buntinx, F.2    Metsemakers, J.F.3    Roos, S.4    Knottnerus, J.A.5
  • 20
    • 0037111717 scopus 로고    scopus 로고
    • Prevalence, expenditures, and complications of multiple chronic conditions in the elderly
    • 12418941
    • Wolff JL, Starfield B, Anderson G. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002;162(20):2269-76. doi:ioi20083.
    • (2002) Arch Intern Med , vol.162 , Issue.20 , pp. 2269-2276
    • Wolff, J.L.1    Starfield, B.2    Anderson, G.3
  • 21
    • 84863426446 scopus 로고    scopus 로고
    • Epidemiology of multimorbidity and implications for health care, research, and medical education: A cross-sectional study
    • 22579043
    • Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet. 2012;380(9836):37-43. doi:S0140-6736(12)60240-2. 10.1016/S0140-6736(12)60240-2.
    • (2012) Lancet , vol.380 , Issue.9836 , pp. 37-43
    • Barnett, K.1    Mercer, S.W.2    Norbury, M.3    Watt, G.4    Wyke, S.5    Guthrie, B.6
  • 22
    • 84858320040 scopus 로고    scopus 로고
    • Multimorbidity prevalence and patterns across socioeconomic determinants: A cross-sectional survey
    • 22429338 3353224
    • Agborsangaya CB, Lau D, Lahtinen M, Cooke T, Johnson JA. Multimorbidity prevalence and patterns across socioeconomic determinants: a cross-sectional survey. BMC Public Health. 2012;12:201. doi:1471-2458-12-201. 10.1186/1471-2458-12-201.
    • (2012) BMC Public Health , vol.12 , pp. 201
    • Agborsangaya, C.B.1    Lau, D.2    Lahtinen, M.3    Cooke, T.4    Johnson, J.A.5
  • 23
    • 84908115945 scopus 로고    scopus 로고
    • Prevalence of multimorbidity in a geographically defined American population: Patterns by age, sex, and race/ethnicity
    • 25220409
    • Rocca WA, Boyd CM, Grossardt BR, Bobo WV, Finney Rutten LJ, Roger VL, et al. Prevalence of multimorbidity in a geographically defined american population: patterns by age, sex, and race/ethnicity. Mayo Clin Proc. 2014;89(10):1336-49. doi:S0025-6196(14)00665-X. 10.1016/j.mayocp.2014.07.010.
    • (2014) Mayo Clin Proc , vol.89 , Issue.10 , pp. 1336-1349
    • Rocca, W.A.1    Boyd, C.M.2    Grossardt, B.R.3    Bobo, W.V.4    Finney Rutten, L.J.5    Roger, V.L.6
  • 25
    • 47649120057 scopus 로고    scopus 로고
    • Prevalence of comorbidity of chronic diseases in Australia
    • 18582390 2474682
    • Caughey GE, Vitry AI, Gilbert AL, Roughead EE. Prevalence of comorbidity of chronic diseases in Australia. BMC Public Health. 2008;8:221. doi:1471-2458-8-221. 10.1186/1471-2458-8-221.
    • (2008) BMC Public Health , vol.8 , pp. 221
    • Caughey, G.E.1    Vitry, A.I.2    Gilbert, A.L.3    Roughead, E.E.4
  • 26
    • 20444419940 scopus 로고    scopus 로고
    • Multimorbidity is common to family practice: Is it commonly researched?
    • 16926936
    • Fortin M, Lapointe L, Hudon C, Vanasse A. Multimorbidity is common to family practice: is it commonly researched? Can Fam Physician. 2005;51:244-5.
    • (2005) Can Fam Physician , vol.51 , pp. 244-245
    • Fortin, M.1    Lapointe, L.2    Hudon, C.3    Vanasse, A.4
  • 27
    • 36448992960 scopus 로고    scopus 로고
    • Multiple chronic conditions: Prevalence, health consequences, and implications for quality, care management, and costs
    • 18026807 2150598
    • Vogeli C, Shields AE, Lee TA, Gibson TB, Marder WD, Weiss KB, et al. Multiple chronic conditions: prevalence, health consequences, and implications for quality, care management, and costs. J Gen Intern Med. 2007;22 Suppl 3:391-5. Doi: 10.1007/s11606-007-0322-1.
    • (2007) J Gen Intern Med , vol.22 , pp. 391-395
    • Vogeli, C.1    Shields, A.E.2    Lee, T.A.3    Gibson, T.B.4    Marder, W.D.5    Weiss, K.B.6
  • 28
    • 80052340001 scopus 로고    scopus 로고
    • Aging with multimorbidity: A systematic review of the literature
    • 21402176
    • Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, et al. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10(4):430-9. doi:S1568-1637(11)00024-9. 10.1016/j.arr.2011.03.003.
    • (2011) Ageing Res Rev , vol.10 , Issue.4 , pp. 430-439
    • Marengoni, A.1    Angleman, S.2    Melis, R.3    Mangialasche, F.4    Karp, A.5    Garmen, A.6
  • 29
    • 84861121240 scopus 로고    scopus 로고
    • Multiple chronic conditions and the aging of America: Challenge for primary care physicians
    • Pearson WS, Bhat-Schelbert K, Probst JC. Multiple chronic conditions and the aging of America: challenge for primary care physicians. J Primary Care Commun Health. 2012;3(1):51-6.
    • (2012) J Primary Care Commun Health , vol.3 , Issue.1 , pp. 51-56
    • Pearson, W.S.1    Bhat-Schelbert, K.2    Probst, J.C.3
  • 30
    • 84866265901 scopus 로고    scopus 로고
    • Managing patients with multimorbidity: Systematic review of interventions in primary care and community settings
    • 22945950 3432635
    • Smith SM, Soubhi H, Fortin M, Hudon C, O'Dowd T. Managing patients with multimorbidity: systematic review of interventions in primary care and community settings. BMJ. 2012;345, e5205.
    • (2012) BMJ , vol.345 , pp. e5205
    • Smith, S.M.1    Soubhi, H.2    Fortin, M.3    Hudon, C.4    O'Dowd, T.5
  • 31
    • 0036342821 scopus 로고    scopus 로고
    • A multicenter study of the coding accuracy of hospital discharge administrative data for patients admitted to cardiac care units in Ontario
    • 12177647
    • Austin PC, Daly PA, Tu JV. A multicenter study of the coding accuracy of hospital discharge administrative data for patients admitted to cardiac care units in Ontario. Am Heart J. 2002;144(2):290-6. doi:S0002870302000819.
    • (2002) Am Heart J , vol.144 , Issue.2 , pp. 290-296
    • Austin, P.C.1    Daly, P.A.2    Tu, J.V.3
  • 32
    • 76149103447 scopus 로고    scopus 로고
    • Identifying patients with physician-diagnosed asthma in health administrative databases
    • 20011725 2807792
    • Gershon AS, Wang C, Guan J, Vasilevska-Ristovska J, Cicutto L, To T. Identifying patients with physician-diagnosed asthma in health administrative databases. Can Respir J. 2009;16(6):183-8.
    • (2009) Can Respir J , vol.16 , Issue.6 , pp. 183-188
    • Gershon, A.S.1    Wang, C.2    Guan, J.3    Vasilevska-Ristovska, J.4    Cicutto, L.5    To, T.6
  • 33
    • 70350096410 scopus 로고    scopus 로고
    • Identifying individuals with physcian diagnosed COPD in health administrative databases
    • 1:STN:280:DC%2BD1Mjit1eksQ%3D%3D 19863368
    • Gershon AS, Wang C, Guan J, Vasilevska-Ristovska J, Cicutto L, To T. Identifying individuals with physcian diagnosed COPD in health administrative databases. COPD. 2009;6(5):388-94. doi:10.1080/15412550903140865.
    • (2009) COPD , vol.6 , Issue.5 , pp. 388-394
    • Gershon, A.S.1    Wang, C.2    Guan, J.3    Vasilevska-Ristovska, J.4    Cicutto, L.5    To, T.6
  • 34
    • 84878465550 scopus 로고    scopus 로고
    • Identifying cases of congestive heart failure from administrative data: A validation study using primary care patient records
    • 1:STN:280:DC%2BC3snps1artQ%3D%3D 23735455
    • Schultz SE, Rothwell DM, Chen Z, Tu K. Identifying cases of congestive heart failure from administrative data: a validation study using primary care patient records. Chronic Dis Inj Can. 2013;33(3):160-6.
    • (2013) Chronic Dis Inj Can , vol.33 , Issue.3 , pp. 160-166
    • Schultz, S.E.1    Rothwell, D.M.2    Chen, Z.3    Tu, K.4
  • 35
    • 0036515623 scopus 로고    scopus 로고
    • Diabetes in Ontario: Determination of prevalence and incidence using a validated administrative data algorithm
    • 11874939
    • Hux JE, Ivis F, Flintoft V, Bica A. Diabetes in Ontario: determination of prevalence and incidence using a validated administrative data algorithm. Diabetes Care. 2002;25(3):512-6.
    • (2002) Diabetes Care , vol.25 , Issue.3 , pp. 512-516
    • Hux, J.E.1    Ivis, F.2    Flintoft, V.3    Bica, A.4
  • 36
    • 77954438225 scopus 로고    scopus 로고
    • Validation of a health administrative data algorithm for assessing the epidemiology of diabetes in Canadian children
    • 19500278 doi:PDI539
    • Guttmann A, Nakhla M, Henderson M, To T, Daneman D, Cauch-Dudek K, et al. Validation of a health administrative data algorithm for assessing the epidemiology of diabetes in Canadian children. Pediatr Diabetes. 2010;11(2):122-8. doi:PDI539. 10.1111/j.1399-5448.2009.00539.x.
    • (2010) Pediatr Diabetes , vol.11 , Issue.2 , pp. 122-128
    • Guttmann, A.1    Nakhla, M.2    Henderson, M.3    To, T.4    Daneman, D.5    Cauch-Dudek, K.6
  • 37
    • 63849222581 scopus 로고    scopus 로고
    • Accuracy of administrative databases in identifying patients with hypertension
    • 20101286 2801913
    • Tu K, Campbell NR, Chen ZL, Cauch-Dudek KJ, McAlister FA. Accuracy of administrative databases in identifying patients with hypertension. Open Med. 2007;1(1):e18-26.
    • (2007) Open Med , vol.1 , Issue.1 , pp. e18-26
    • Tu, K.1    Campbell, N.R.2    Chen, Z.L.3    Cauch-Dudek, K.J.4    McAlister, F.A.5
  • 38
    • 84938982058 scopus 로고    scopus 로고
    • Statistics Canada. Table 051-0001 - Estimates of population, by age group and sex for July 1, Canada, provinces and territories, annual (persons unless otherwise noted), CANSIM (database). (accessed: 2015-04-24).
    • Statistics Canada. Table 051-0001 - Estimates of population, by age group and sex for July 1, Canada, provinces and territories, annual (persons unless otherwise noted), CANSIM (database). (accessed: 2015-04-24).
  • 40
    • 84938970145 scopus 로고    scopus 로고
    • Health Canada. Economic Burden of Illness in Canada, 1998. Public Health Agency of Canada. Ottawa, ON: 2002. Available from: Accessed: April 20
    • Health Canada. Economic Burden of Illness in Canada, 1998. Public Health Agency of Canada. Ottawa, ON: 2002. Available from: http://publications.gc.ca/collections/Collection/H21-136-1998E.pdf. Accessed: April 20, 2015.
    • (2015)
  • 41
    • 84904884532 scopus 로고    scopus 로고
    • The influence of socioeconomic deprivation on multimorbidity at different ages: A cross-sectional study
    • 24982497 4073730
    • McLean G, Gunn J, Wyke S, Guthrie B, Watt GC, Blane DN, et al. The influence of socioeconomic deprivation on multimorbidity at different ages: a cross-sectional study. Br J Gen Pract. 2014;64(624):e440-7. doi:64/624/e440. 10.3399/bjgp14X680545.
    • (2014) Br J Gen Pract , vol.64 , Issue.624 , pp. e440-e447
    • McLean, G.1    Gunn, J.2    Wyke, S.3    Guthrie, B.4    Watt, G.C.5    Blane, D.N.6
  • 42
    • 0034891623 scopus 로고    scopus 로고
    • Prevalence and outcomes of comorbid metabolic and cardiovascular conditions in middle- and older-age adults
    • 1:STN:280:DC%2BD3MvnslegsA%3D%3D 11520653
    • Oldridge NB, Stump TE, Nothwehr FK, Clark DO. Prevalence and outcomes of comorbid metabolic and cardiovascular conditions in middle- and older-age adults. J Clin Epidemiol. 2001;54(9):928-34. doi:S0895-4356(01)00350-X.
    • (2001) J Clin Epidemiol , vol.54 , Issue.9 , pp. 928-934
    • Oldridge, N.B.1    Stump, T.E.2    Nothwehr, F.K.3    Clark, D.O.4
  • 43
    • 84889808057 scopus 로고    scopus 로고
    • Multimorbidity prevalence in the general population: The role of obesity in chronic disease clustering
    • 24325303 4029057
    • Agborsangaya CB, Ngwakongnwi E, Lahtinen M, Cooke T, Johnson JA. Multimorbidity prevalence in the general population: the role of obesity in chronic disease clustering. BMC Public Health. 2013;13:1161. doi:1471-2458-13-1161. 10.1186/1471-2458-13-1161.
    • (2013) BMC Public Health , vol.13 , pp. 1161
    • Agborsangaya, C.B.1    Ngwakongnwi, E.2    Lahtinen, M.3    Cooke, T.4    Johnson, J.A.5
  • 45
    • 77953619592 scopus 로고    scopus 로고
    • Lifestyle risk factors of students: A cluster analytical approach
    • 20385163
    • Dodd LJ, Al-Nakeeb Y, Nevill A, Forshaw MJ. Lifestyle risk factors of students: a cluster analytical approach. Prev Med. 2010;51(1):73-7. doi:S0091-7435(10)00118-0. 10.1016/j.ypmed.2010.04.005.
    • (2010) Prev Med , vol.51 , Issue.1 , pp. 73-77
    • Dodd, L.J.1    Al-Nakeeb, Y.2    Nevill, A.3    Forshaw, M.J.4
  • 46
    • 84863477911 scopus 로고    scopus 로고
    • Unhealthy behaviours among Canadian adolescents: Prevalence, trends and correlates
    • 1:STN:280:DC%2BC38jnsVWgsQ%3D%3D 22762902
    • Gadalla TM. Unhealthy behaviours among Canadian adolescents: prevalence, trends and correlates. Chronic Dis Inj Can. 2012;32(3):156-63.
    • (2012) Chronic Dis Inj Can , vol.32 , Issue.3 , pp. 156-163
    • Gadalla, T.M.1
  • 47
    • 59449095442 scopus 로고    scopus 로고
    • Rising out-of-pocket spending for chronic conditions: A ten-year trend
    • Paez KA, Zhao L, Hwang W. Rising out-of-pocket spending for chronic conditions: a ten-year trend. Health Aff (Millwood). 2009;28(1):15-25. doi:28/1/15. 10.1377/hlthaff.28.1.15.
    • (2009) Health Aff (Millwood) , vol.28 , Issue.1 , pp. 15-25
    • Paez, K.A.1    Zhao, L.2    Hwang, W.3
  • 48
    • 2342467347 scopus 로고    scopus 로고
    • Chronic illness, comorbidities, and the need for medical generalism
    • 15043173 1466552
    • Grumbach K. Chronic illness, comorbidities, and the need for medical generalism. Ann Fam Med. 2003;1(1):4-7.
    • (2003) Ann Fam Med , vol.1 , Issue.1 , pp. 4-7
    • Grumbach, K.1
  • 49
    • 64849084180 scopus 로고    scopus 로고
    • Public health surveillance and role of administrative data
    • 1:STN:280:DC%2BD1MzgtVKjug%3D%3D 19307073
    • Kone Pefoyo AJ, Rivard M, Laurier C. Public health surveillance and role of administrative data. Rev Epidemiol Sante Publique. 2009;57(2):99-111. doi:S0398-7620(09)00031-5. 10.1016/j.respe.2008.11.003.
    • (2009) Rev Epidemiol Sante Publique , vol.57 , Issue.2 , pp. 99-111
    • Kone Pefoyo, A.J.1    Rivard, M.2    Laurier, C.3
  • 50
    • 84858622956 scopus 로고    scopus 로고
    • Evaluation of care and surveillance of cardiovascular disease: Can we trust medico-administrative hospital data?
    • 22230034
    • Lambert L, Blais C, Hamel D, Brown K, Rinfret S, Cartier R, et al. Evaluation of care and surveillance of cardiovascular disease: can we trust medico-administrative hospital data? Can J Cardiol. 2012;28(2):162-8. doi:S0828-282X(11)01313-4. 10.1016/j.cjca.2011.10.005.
    • (2012) Can J Cardiol , vol.28 , Issue.2 , pp. 162-168
    • Lambert, L.1    Blais, C.2    Hamel, D.3    Brown, K.4    Rinfret, S.5    Cartier, R.6
  • 51
    • 0034996996 scopus 로고    scopus 로고
    • Administrative data for public health surveillance and planning
    • 1:STN:280:DC%2BD3M7os1Ogsw%3D%3D 11274519 10.1146/annurev.publhealth.22.1.213. 22/1/213
    • Virnig BA, McBean M. Administrative data for public health surveillance and planning. Annu Rev Public Health. 2001;22:213-30. 10.1146/annurev.publhealth.22.1.213. 22/1/213.
    • (2001) Annu Rev Public Health , vol.22 , pp. 213-230
    • Virnig, B.A.1    McBean, M.2
  • 52
    • 84871304978 scopus 로고    scopus 로고
    • A comparative study demonstrated that prevalence figures on multimorbidity require cautious interpretation when drawn from a single database
    • 23257152
    • van den Bussche H, Schafer I, Wiese B, Dahlhaus A, Fuchs A, Gensichen J, et al. A comparative study demonstrated that prevalence figures on multimorbidity require cautious interpretation when drawn from a single database. J Clin Epidemiol. 2013;66(2):209-17. doi:S0895-4356(12)00285-5. 10.1016/j.jclinepi.2012.07.019.
    • (2013) J Clin Epidemiol , vol.66 , Issue.2 , pp. 209-217
    • Van Den Bussche, H.1    Schafer, I.2    Wiese, B.3    Dahlhaus, A.4    Fuchs, A.5    Gensichen, J.6
  • 53
    • 84938990242 scopus 로고    scopus 로고
    • Centers for Medicare & Medicaid Services. Chronic Conditions Among Medicare Beneficiaries. Chartbook, 2011 Edition. Baltimore, MD:2011.
    • Centers for Medicare & Medicaid Services. Chronic Conditions Among Medicare Beneficiaries. Chartbook, 2011 Edition. Baltimore, MD:2011.
  • 54
    • 79955091066 scopus 로고    scopus 로고
    • The measurement of multiple chronic diseases - a systematic review on existing multimorbidity indices
    • 21112963
    • Diederichs C, Berger K, Bartels DB. The measurement of multiple chronic diseases - a systematic review on existing multimorbidity indices. J Gerontol A Biol Sci Med Sci. 2011;66(3):301-11. doi:glq208. 10.1093/gerona/glq208.
    • (2011) J Gerontol a Biol Sci Med Sci , vol.66 , Issue.3 , pp. 301-311
    • Diederichs, C.1    Berger, K.2    Bartels, D.B.3
  • 55
    • 84862186762 scopus 로고    scopus 로고
    • The relationship between literacy and multimorbidity in a primary care setting
    • 22536833 3388951
    • Hudon C, Fortin M, Poitras ME, Almirall J. The relationship between literacy and multimorbidity in a primary care setting. BMC Fam Pract. 2012;13:33. doi:1471-2296-13-33. 10.1186/1471-2296-13-33.
    • (2012) BMC Fam Pract , vol.13 , pp. 33
    • Hudon, C.1    Fortin, M.2    Poitras, M.E.3    Almirall, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.