Fortin M, Soubhi H, Hudon C, Bayliss EA, van den Akker M. Multimorbidity’s many challenges. BMJ. 2007;334:1016–7.
Article
PubMed
PubMed Central
Google Scholar
Australian Institute of Health and Welfare (AIHW). Australia's health 2014. Australia's health series no. 14. Cat. no. AUS 178. Canberra: AIHW.
Boyd CM, Boult C, Shadmi E, Leff B, Brager R, Dunbar L, Wolff JL, Wegener S. Guided care for multimorbid older adults. Gerontologist. 2007;47:697–704.
Article
PubMed
Google Scholar
Taylor AW, Price K, Gill TK, Adams R, Pilkington R, Carrangis N, Shi Z, Wilson D. Multimorbidity - not just an older person's issue. Results from an Australian biomedical study. BMC Public Health. 2010;10:718.
Article
PubMed
PubMed Central
Google Scholar
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;380:37–43.
Article
PubMed
Google Scholar
Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, Meinow B, Fratiglioni L. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10:430–9.
Article
PubMed
Google Scholar
Le Reste JY, Nabbe P, Manceau B, Lygidakis C, Doerr C, Lingner H, Czachowski S, Munoz M, Argyriadou S, Claveria A, et al. The European General Practice Research Network presents a comprehensive definition of multimorbidity in family medicine and long term care, following a systematic review of relevant literature. J Am Med Dir Assoc. 2013;14:319–25.
Article
PubMed
Google Scholar
Fortin M, Lapointe L, Hudon C, Vanasse A, Ntetu AL, Maltais D. Multimorbidity and quality of life in primary care: a systematic review. Health Qual Life Outcomes. 2004;2:51.
Article
PubMed
PubMed Central
Google Scholar
Wei MY, Kawachi I, Okereke OI, Mukamal KJ. Diverse Cumulative Impact of Chronic Diseases on Physical Health-Related Quality of Life: Implications for a Measure of Multimorbidity. Am J Epidemiol. 2016;184:357–65.
Article
PubMed
Google Scholar
Kolappa K, Hendersona DC, Kishoreb SP. No physical health without mental health: lessons unlearned? Bull World Health Organ. 2013;91:3–3A.
Article
PubMed
PubMed Central
Google Scholar
Australian Bureau of Statistics (ABS). National Survey of Mental Health and Wellbeing: User's Guide, 2007 (Cat. No. 4327.0). Canberra.
Australian Bureau of Statistics (ABS). National Survey of Mental Health and Wellbeing: confidentialised unit record files technical manual, 2007 (Cat. No. 4329.0). Canberra.
Australian Institute of Health and Welfare (AIHW). National health priority areas [http://www.aihw.gov.au/national-health-priority-areas/].
Australian Bureau of Statistics (ABS). National Survey of Mental Health and Wellbeing: Summary of Results, 2007 (Cat. No. 4326.0). Canberra.
Harrison C, Britt H, Miller G, Henderson J. Examining different measures of multimorbidity, using a large prospective cross-sectional study in Australian general practice. BMJ Open. 2014;4:e004694.
Article
PubMed
PubMed Central
Google Scholar
Cornell JE, Pugh JA, Williams Jr JW, Kazis L, Lee AF, Parchman ML, Zeber J, Pederson T, Montgomery KA, Noël PH. Multimorbidity clusters: clustering binary data from multimorbidity clusters: clustering binary data from a large administrative medical database. Appl Multivar Res. 2009;12:163–82.
Google Scholar
Seber GAF. Multivariate Observations. New York: J. Wiley & Sons; 1984.
Everitt BS, Landau S, Leese M. Cluster analysis. 4th ed. London: Arnold; 2001.
Everitt BS, Landau S, Leese M, Stahl D. Cluster analysis. 5th ed. Hoboken: Wiley; 2011.
Book
Google Scholar
Mojena R. Hierarchical grouping methods and stopping rules: an evaluation. Comput J. 1977;20:359.
Article
Google Scholar
O'Neil A, Stevenson CE, Williams ED, Mortimer D, Oldenburg B, Sanderson K. The health-related quality of life burden of co-morbid cardiovascular disease and major depressive disorder in Australia: findings from a population-based, cross-sectional study. Qual Life Res. 2013;22:37–44.
Article
PubMed
Google Scholar
Hawthorne G, Osborne R. Population norms and meaningful differences for the Assessment of Quality of Life (AQoL) measure. Aust NZ J Public Health. 2005;29:136–42.
Article
Google Scholar
Hawthorne G, Korn S, Richardson J. Population norms for the AQoL derived from the 2007 Australian National Survey of Mental Health and Wellbeing. Aust N Z J Public Health. 2013;37:7–16.
Article
PubMed
Google Scholar
Heeringa SG, West BT, Berglund PA. Applied survey data analysis[M]. CRC Press; 2010.
Teesson M, Slade T, Mills K. Comorbidity in Australia: findings of the 2007 national survey of mental health and wellbeing. Aust NZ J Psychiatr. 2009;43:606–14.
Article
Google Scholar
Prados-Torres A, Poblador-Plou B, Calderón-Larrañaga A, Gimeno-Feliu LA, González-Rubio F, Poncel-Falcó A, Sicras-Mainar A, Alcalá-Nalvaiz JT. Multimorbidity patterns in primary care: interactions among chronic diseases using factor analysis. PLoS One. 2012;7:e32190.
Article
CAS
PubMed
PubMed Central
Google Scholar
Islam MM, Valderas JM, Yen L, Dawda P, Jowsey T, McRae IS. Multimorbidity and comorbidity of chronic diseases among the senior Australians: prevalence and patterns. PLoS One. 2014;9:e83783.
Article
PubMed
PubMed Central
Google Scholar
Roppolo M, Kunnen ES, van Geert PL, Mulasso A, Rabaglietti E. A quantitative dynamic systems model of health-related quality of life among older adults. Clinical interventions in aging. 2015;10:1755.
Article
PubMed
PubMed Central
Google Scholar
Doherty AM, Gaughran F. The interface of physical and mental health. Soc Psychiatry Psychiatr Epidemiol. 2014;49:673–82.
Article
PubMed
Google Scholar
Ramond-Roquin A, Haggerty J, Lambert M, Almirall J, Fortin M. Different multimorbidity measures result in varying estimated levels of physical quality of life in individuals with multimorbidity: a cross-sectional study in the general population. Biomed Res Int. 2016;2016:7845438.
Article
PubMed
PubMed Central
Google Scholar
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.
Article
PubMed
PubMed Central
Google Scholar
Fortin M, Bravo G, Hudon C, Vanasse A, Lapointe L. Prevalence of multimorbidity among adults seen in family practice. Ann Fam Med. 2005;3:223–8.
Article
PubMed
PubMed Central
Google Scholar
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;66:301–11.
Article
PubMed
Google Scholar
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;10:142–51.
Article
PubMed
PubMed Central
Google Scholar
Gross R, Bentur N, Elhayany A, Sherf M, Epstein L. The validity of self-reports on chronic disease: characteristics of underreporters and implications for the planning of services. Public Health Rev. 1996;24:167–82.
CAS
PubMed
Google Scholar
Kriegsman DM, Penninx BW, van Eijk JT, Boeke AJ, Deeg DJ. Self-reports and general practitioner information on the presence of chronic diseases in community dwelling elderly. A study on the accuracy of patients' self-reports and on determinants of inaccuracy. J Clin Epidemiol. 1996;49:1407–17.
Article
CAS
PubMed
Google Scholar
Haapanen N, Miilunpalo S, Pasanen M, Oja P, Vuori I. Agreement between questionnaire data and medical records of chronic diseases in middle-aged and elderly Finnish men and women. Am J Epidemiol. 1997;145:762–9.
Article
CAS
PubMed
Google Scholar
Robinson JR, Young TK, Roos LL, Gelskey DE. Estimating the burden of disease: comparing administrative data and self-reports. Med Care. 1997;35:932–47.
Article
CAS
PubMed
Google Scholar
Boing AF, Melo GR, Boing AC, Moretti-Pires RO, Peres KG, Peres MA. Association between depression and chronic diseases: results from a population-based study. Rev Saude Publica. 2012;46:617–23.
Article
PubMed
Google Scholar
Gresham E, Forder P, Chojenta CL, Byles JE, Loxton DJ, Hure AJ. Agreement between self-reported perinatal outcomes and administrative data in New South Wales. Australia BMC Pregnancy and Childbirth. 2015;15:161.
Article
PubMed
Google Scholar