Skip to main content
Top
Published in: BMC Primary Care 1/2014

Open Access 01-12-2014 | Research article

Association of self-rated health with multimorbidity, chronic disease and psychosocial factors in a large middle-aged and older cohort from general practice: a cross-sectional study

Authors: Nahal Mavaddat, Jose M Valderas, Rianne van der Linde, Kay Tee Khaw, Ann Louise Kinmonth

Published in: BMC Primary Care | Issue 1/2014

Login to get access

Abstract

Background

The prevalence of coexisting chronic conditions (multimorbidity) is rising. Disease labels, however, give little information about impact on subjective health and personal illness experience. We aim to examine the strength of association of single and multimorbid physical chronic diseases with self-rated health in a middle-aged and older population in England, and to determine whether any association is mediated by depression and other psychosocial factors.

Methods

25 268 individuals aged 39 to 79 years recruited from general practice registers in the European Prospective Investigation of Cancer (EPIC-Norfolk) study, completed a survey including self-rated health, psychosocial function and presence of common physical chronic conditions (cancer, stroke, heart attack, diabetes, asthma/bronchitis and arthritis). Logistic regression models determined odds of "moderate/poor" compared to "good/excellent" health by condition and number of conditions adjusting for psychosocial measures.

Results

One-third (8252) reported one, around 7.5% (1899) two, and around 1% (194) three or more conditions. Odds of 'moderate/poor' self-rated health worsened with increasing number of conditions (one (OR = 1.3(1.2-1.4)) versus three or more (OR = 3.4(2.3-5.1)), and were highest where there was comorbidity with stroke (OR = 8.7(4.6-16.7)) or heart attack (OR = 8.5(5.3-13.6)). Psychosocial measures did not explain the association between chronic diseases and multimorbidity with self-rated health.The relationship of multimorbidity with self-rated health was particularly strong in men compared to women (three or more conditions: men (OR = 5.2(3.0-8.9)), women OR = 2.1(1.1-3.9)).

Conclusions

Self-rated health provides a simple, integrative patient-centred assessment for evaluation of illness in the context of multiple chronic disease diagnoses. Those registering in general practice in particular men with three or more diseases or those with cardiovascular comorbidities and with poorer self-rated health may warrant further assessment and intervention to improve their physical and subjective health.
Appendix
Available only for authorised users
Literature
1.
go back to reference Wu SY, Green A: Projection of Chronic Illness Prevalence and Cost Inflation. 2000, RAND Health, Washington DC Wu SY, Green A: Projection of Chronic Illness Prevalence and Cost Inflation. 2000, RAND Health, Washington DC
2.
go back to reference Fortin M, Bravo G, Hudon C, Vanasse A, Lapointe L: Prevalence of multimorbidity among adults seen in family practice. Ann Fam Med. 2005, 3: 223-228. 10.1370/afm.272.CrossRefPubMedPubMedCentral Fortin M, Bravo G, Hudon C, Vanasse A, Lapointe L: Prevalence of multimorbidity among adults seen in family practice. Ann Fam Med. 2005, 3: 223-228. 10.1370/afm.272.CrossRefPubMedPubMedCentral
3.
go back to reference Schellevis FG, van der Velden J, van de Lisdonk E, van Eijk JT, van Weel C: Comorbidity of chronic diseases in general practice. J Clin Epidemiol. 1993, 46: 469-473. 10.1016/0895-4356(93)90024-U.CrossRefPubMed Schellevis FG, van der Velden J, van de Lisdonk E, van Eijk JT, van Weel C: Comorbidity of chronic diseases in general practice. J Clin Epidemiol. 1993, 46: 469-473. 10.1016/0895-4356(93)90024-U.CrossRefPubMed
4.
go back to reference 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: 367-375. 10.1016/S0895-4356(97)00306-5.CrossRefPubMed 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: 367-375. 10.1016/S0895-4356(97)00306-5.CrossRefPubMed
5.
go back to reference Violan C, Foguet-Boreu Q, Flores-Mateo G, Salisbury C, Blom J, Freitag M, Glynn L, Muth C, Valderas JM: Prevalence, determinants and patterns of multimorbidity in primary care: a systematic review of observational studies. PLoS One. 2014, 9: e102149-10.1371/journal.pone.0102149.CrossRefPubMedPubMedCentral Violan C, Foguet-Boreu Q, Flores-Mateo G, Salisbury C, Blom J, Freitag M, Glynn L, Muth C, Valderas JM: Prevalence, determinants and patterns of multimorbidity in primary care: a systematic review of observational studies. PLoS One. 2014, 9: e102149-10.1371/journal.pone.0102149.CrossRefPubMedPubMedCentral
6.
go back to reference Gijsen R, Hoeymans N, Schellevis FG, Ruwaard D, Satariano WA, van den Bos GA: Causes and consequences of comorbidity: a review. J Clin Epidemiol. 2001, 54: 661-674. 10.1016/S0895-4356(00)00363-2.CrossRefPubMed Gijsen R, Hoeymans N, Schellevis FG, Ruwaard D, Satariano WA, van den Bos GA: Causes and consequences of comorbidity: a review. J Clin Epidemiol. 2001, 54: 661-674. 10.1016/S0895-4356(00)00363-2.CrossRefPubMed
7.
go back to reference Librero J, Peiro S, Ordinana R: Chronic comorbidity and outcomes of hospital care: length of stay, mortality, and readmission at 30 and 365 days. J Clin Epidemiol. 1999, 52: 171-179. 10.1016/S0895-4356(98)00160-7.CrossRefPubMed Librero J, Peiro S, Ordinana R: Chronic comorbidity and outcomes of hospital care: length of stay, mortality, and readmission at 30 and 365 days. J Clin Epidemiol. 1999, 52: 171-179. 10.1016/S0895-4356(98)00160-7.CrossRefPubMed
8.
go back to reference Schellevis FG, Van de Lisdonk EH, Van der Velden J, Hoogbergen SH, Van Eijk JT, Van Weel C: Consultation rates and incidence of intercurrent morbidity among patients with chronic disease in general practice. Br J Gen Pract. 1994, 44: 259-262.PubMedPubMedCentral Schellevis FG, Van de Lisdonk EH, Van der Velden J, Hoogbergen SH, Van Eijk JT, Van Weel C: Consultation rates and incidence of intercurrent morbidity among patients with chronic disease in general practice. Br J Gen Pract. 1994, 44: 259-262.PubMedPubMedCentral
9.
go back to reference Glynn LG, Valderas JM, Healy P, Burke E, Newell J, Gillespie P, Murphy AW: The prevalence of multimorbidity in primary care and its effect on health care utilization and cost. Fam Pract. 2011, 28: 516-523. 10.1093/fampra/cmr013.CrossRefPubMed Glynn LG, Valderas JM, Healy P, Burke E, Newell J, Gillespie P, Murphy AW: The prevalence of multimorbidity in primary care and its effect on health care utilization and cost. Fam Pract. 2011, 28: 516-523. 10.1093/fampra/cmr013.CrossRefPubMed
10.
go back to reference Wolff JL, Starfield B, Anderson G: Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002, 162: 2269-2276. 10.1001/archinte.162.20.2269.CrossRefPubMed Wolff JL, Starfield B, Anderson G: Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002, 162: 2269-2276. 10.1001/archinte.162.20.2269.CrossRefPubMed
11.
go back to reference Foguet-Boreu Q, Violan C, Roso-Llorach A, Rodriguez-Blanco T, Pons-Vigues M, Munoz-Perez MA, Pujol-Ribera E, Valderas JM: Impact of multimorbidity: acute morbidity, area of residency and use of health services across the life span in a region of south Europe. BMC Fam Pract. 2014, 15: 55-10.1186/1471-2296-15-55.CrossRefPubMedPubMedCentral Foguet-Boreu Q, Violan C, Roso-Llorach A, Rodriguez-Blanco T, Pons-Vigues M, Munoz-Perez MA, Pujol-Ribera E, Valderas JM: Impact of multimorbidity: acute morbidity, area of residency and use of health services across the life span in a region of south Europe. BMC Fam Pract. 2014, 15: 55-10.1186/1471-2296-15-55.CrossRefPubMedPubMedCentral
12.
go back to reference Violan C, Foguet-Boreu Q, Roso-Llorach A, Rodriguez-Blanco T, Pons-Vigues M, Pujol-Ribera E, Munoz-Perez MA, Valderas JM: Burden of multimorbidity, socioeconomic status and use of health services across stages of life in urban areas: a cross-sectional study. BMC Public Health. 2014, 14: 530-10.1186/1471-2458-14-530.CrossRefPubMedPubMedCentral Violan C, Foguet-Boreu Q, Roso-Llorach A, Rodriguez-Blanco T, Pons-Vigues M, Pujol-Ribera E, Munoz-Perez MA, Valderas JM: Burden of multimorbidity, socioeconomic status and use of health services across stages of life in urban areas: a cross-sectional study. BMC Public Health. 2014, 14: 530-10.1186/1471-2458-14-530.CrossRefPubMedPubMedCentral
13.
14.
15.
go back to reference Bower P, Macdonald W, Harkness E, Gask L, Kendrick T, Valderas JM, Dickens C, Blakeman T, Sibbald B: Multimorbidity, service organization and clinical decision making in primary care: a qualitative study. Fam Pract. 2011, 28: 579-587. 10.1093/fampra/cmr018.CrossRefPubMed Bower P, Macdonald W, Harkness E, Gask L, Kendrick T, Valderas JM, Dickens C, Blakeman T, Sibbald B: Multimorbidity, service organization and clinical decision making in primary care: a qualitative study. Fam Pract. 2011, 28: 579-587. 10.1093/fampra/cmr018.CrossRefPubMed
16.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR: A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987, 40: 373-383. 10.1016/0021-9681(87)90171-8.CrossRefPubMed Charlson ME, Pompei P, Ales KL, MacKenzie CR: A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987, 40: 373-383. 10.1016/0021-9681(87)90171-8.CrossRefPubMed
17.
18.
go back to reference Groll DL, To T, Bombardier C, Wright JG: The development of a comorbidity index with physical function as the outcome. J Clin Epidemiol. 2005, 58: 595-602. 10.1016/j.jclinepi.2004.10.018.CrossRefPubMed Groll DL, To T, Bombardier C, Wright JG: The development of a comorbidity index with physical function as the outcome. J Clin Epidemiol. 2005, 58: 595-602. 10.1016/j.jclinepi.2004.10.018.CrossRefPubMed
19.
go back to reference Fortin M, Hudon C, Dubois MF, Almirall J, Lapointe L, Soubhi H: Comparative assessment of three different indices of multimorbidity for studies on health-related quality of life. Health Qual Life Outcomes. 2005, 3: 74-10.1186/1477-7525-3-74.CrossRefPubMedPubMedCentral Fortin M, Hudon C, Dubois MF, Almirall J, Lapointe L, Soubhi H: Comparative assessment of three different indices of multimorbidity for studies on health-related quality of life. Health Qual Life Outcomes. 2005, 3: 74-10.1186/1477-7525-3-74.CrossRefPubMedPubMedCentral
20.
go back to reference Valderas JM, Starfield B, Sibbald B, Salisbury C, Roland M: Defining comorbidity: implications for understanding health and health services. Ann Fam Med. 2009, 7: 357-363. 10.1370/afm.983.CrossRefPubMedPubMedCentral Valderas JM, Starfield B, Sibbald B, Salisbury C, Roland M: Defining comorbidity: implications for understanding health and health services. Ann Fam Med. 2009, 7: 357-363. 10.1370/afm.983.CrossRefPubMedPubMedCentral
21.
go back to reference Huntley AL, Johnson R, Purdy S, Valderas JM, Salisbury C: Measures of multimorbidity and morbidity burden for use in primary care and community settings: a systematic review and guide. Ann Fam Med. 2012, 10: 134-141. 10.1370/afm.1363.CrossRefPubMedPubMedCentral Huntley AL, Johnson R, Purdy S, Valderas JM, Salisbury C: Measures of multimorbidity and morbidity burden for use in primary care and community settings: a systematic review and guide. Ann Fam Med. 2012, 10: 134-141. 10.1370/afm.1363.CrossRefPubMedPubMedCentral
22.
go back to reference Desalvo KB, Bloser N, Reynolds K, He J, Muntner P: Mortality prediction with a single general self-rated health question. A meta-analysis. J Gen Intern Med. 2006, 21: 267-275. 10.1111/j.1525-1497.2005.00291.x.CrossRefPubMedPubMedCentral Desalvo KB, Bloser N, Reynolds K, He J, Muntner P: Mortality prediction with a single general self-rated health question. A meta-analysis. J Gen Intern Med. 2006, 21: 267-275. 10.1111/j.1525-1497.2005.00291.x.CrossRefPubMedPubMedCentral
23.
go back to reference Dening TR, Chi LY, Brayne C, Huppert FA, Paykel ES, O’Connor DW: Changes in self-rated health, disability and contact with services in a very elderly cohort: a 6-year follow-up study. Age Ageing. 1998, 27: 23-33. 10.1093/ageing/27.1.23.CrossRefPubMed Dening TR, Chi LY, Brayne C, Huppert FA, Paykel ES, O’Connor DW: Changes in self-rated health, disability and contact with services in a very elderly cohort: a 6-year follow-up study. Age Ageing. 1998, 27: 23-33. 10.1093/ageing/27.1.23.CrossRefPubMed
24.
go back to reference Desalvo KB, Jones TM, Peabody J, McDonald J, Fihn S, Fan V, He J, Muntner P: Health care expenditure prediction with a single item, self-rated health measure. Med Care. 2009, 47: 440-447. 10.1097/MLR.0b013e318190b716.CrossRefPubMed Desalvo KB, Jones TM, Peabody J, McDonald J, Fihn S, Fan V, He J, Muntner P: Health care expenditure prediction with a single item, self-rated health measure. Med Care. 2009, 47: 440-447. 10.1097/MLR.0b013e318190b716.CrossRefPubMed
25.
go back to reference Mavaddat N, Parker RA, Sanderson S, Mant J, Kinmonth AL: Relationship of self-rated health with fatal and non-fatal outcomes in cardiovascular disease: a systematic review and meta-analysis. PLoS One. 2014, 9: e103509-10.1371/journal.pone.0103509.CrossRefPubMedPubMedCentral Mavaddat N, Parker RA, Sanderson S, Mant J, Kinmonth AL: Relationship of self-rated health with fatal and non-fatal outcomes in cardiovascular disease: a systematic review and meta-analysis. PLoS One. 2014, 9: e103509-10.1371/journal.pone.0103509.CrossRefPubMedPubMedCentral
26.
go back to reference Valderas JM, Alonso J: Patient reported outcome measures: a model-based classification system for research and clinical practice. Qual Life Res. 2008, 17: 1125-1135. 10.1007/s11136-008-9396-4.CrossRefPubMed Valderas JM, Alonso J: Patient reported outcome measures: a model-based classification system for research and clinical practice. Qual Life Res. 2008, 17: 1125-1135. 10.1007/s11136-008-9396-4.CrossRefPubMed
27.
go back to reference Bryant LL, Beck A, Fairclough DL: Factors that contribute to positive perceived health in an older population. J Aging Health. 2000, 12: 169-192. 10.1177/089826430001200202.CrossRefPubMed Bryant LL, Beck A, Fairclough DL: Factors that contribute to positive perceived health in an older population. J Aging Health. 2000, 12: 169-192. 10.1177/089826430001200202.CrossRefPubMed
28.
go back to reference Heller DA, Ahern FM, Pringle KE, Brown TV: Among older adults, the responsiveness of self-rated health to changes in Charlson comorbidity was moderated by age and baseline comorbidity. J Clin Epidemiol. 2009, 62: 177-187. 10.1016/j.jclinepi.2008.05.009.CrossRefPubMed Heller DA, Ahern FM, Pringle KE, Brown TV: Among older adults, the responsiveness of self-rated health to changes in Charlson comorbidity was moderated by age and baseline comorbidity. J Clin Epidemiol. 2009, 62: 177-187. 10.1016/j.jclinepi.2008.05.009.CrossRefPubMed
29.
go back to reference Perruccio AV, Katz JN, Losina E: Health burden in chronic disease: multimorbidity is associated with self-rated health more than medical comorbidity alone. J Clin Epidemiol. 2012, 65: 100-106. 10.1016/j.jclinepi.2011.04.013.CrossRefPubMed Perruccio AV, Katz JN, Losina E: Health burden in chronic disease: multimorbidity is associated with self-rated health more than medical comorbidity alone. J Clin Epidemiol. 2012, 65: 100-106. 10.1016/j.jclinepi.2011.04.013.CrossRefPubMed
30.
go back to reference Gunn JM, Ayton DR, Densley K, Pallant JF, Chondros P, Herrman HE, Dowrick CF: The association between chronic illness, multimorbidity and depressive symptoms in an Australian primary care cohort. Soc Psychiatry Psychiatr Epidemiol. 2012, 47: 175-184. 10.1007/s00127-010-0330-z.CrossRefPubMed Gunn JM, Ayton DR, Densley K, Pallant JF, Chondros P, Herrman HE, Dowrick CF: The association between chronic illness, multimorbidity and depressive symptoms in an Australian primary care cohort. Soc Psychiatry Psychiatr Epidemiol. 2012, 47: 175-184. 10.1007/s00127-010-0330-z.CrossRefPubMed
31.
go back to reference Moussavi S, Chatterji S, Verdes E, Tandon A, Patel V, Ustun B: Depression, chronic diseases, and decrements in health: results from the World Health Surveys. Lancet. 2007, 370: 851-858. 10.1016/S0140-6736(07)61415-9.CrossRefPubMed Moussavi S, Chatterji S, Verdes E, Tandon A, Patel V, Ustun B: Depression, chronic diseases, and decrements in health: results from the World Health Surveys. Lancet. 2007, 370: 851-858. 10.1016/S0140-6736(07)61415-9.CrossRefPubMed
32.
go back to reference McLean G, Gunn J, Wyke S, Guthrie B, Watt GC, Blane DN, Mercer SW: The influence of socioeconomic deprivation on multimorbidity at different ages: a cross-sectional study. Br J Gen Pract. 2014, 64: e440-e447. 10.3399/bjgp14X680545.CrossRefPubMedPubMedCentral McLean G, Gunn J, Wyke S, Guthrie B, Watt GC, Blane DN, Mercer SW: The influence of socioeconomic deprivation on multimorbidity at different ages: a cross-sectional study. Br J Gen Pract. 2014, 64: e440-e447. 10.3399/bjgp14X680545.CrossRefPubMedPubMedCentral
33.
go back to reference 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. 10.1016/S0140-6736(12)60240-2.CrossRefPubMed 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. 10.1016/S0140-6736(12)60240-2.CrossRefPubMed
34.
go back to reference Kennedy BP, Kawachi I, Glass R, Prothrow-Stith D: Income distribution, socioeconomic status, and self rated health in the United States: multilevel analysis. BMJ. 1998, 317: 917-921. 10.1136/bmj.317.7163.917.CrossRefPubMedPubMedCentral Kennedy BP, Kawachi I, Glass R, Prothrow-Stith D: Income distribution, socioeconomic status, and self rated health in the United States: multilevel analysis. BMJ. 1998, 317: 917-921. 10.1136/bmj.317.7163.917.CrossRefPubMedPubMedCentral
35.
go back to reference McFadden E, Luben R, Bingham S, Wareham N, Kinmonth AL, Khaw KT: Social inequalities in self-rated health by age: cross-sectional study of 22,457 middle-aged men and women. BMC Public Health. 2008, 8: 230-10.1186/1471-2458-8-230.CrossRefPubMedPubMedCentral McFadden E, Luben R, Bingham S, Wareham N, Kinmonth AL, Khaw KT: Social inequalities in self-rated health by age: cross-sectional study of 22,457 middle-aged men and women. BMC Public Health. 2008, 8: 230-10.1186/1471-2458-8-230.CrossRefPubMedPubMedCentral
36.
go back to reference de Groot V, Beckerman H, Lankhorst GJ, Bouter LM: How to measure comorbidity. a critical review of available methods. J Clin Epidemiol. 2003, 56: 221-229. 10.1016/S0895-4356(02)00585-1.CrossRefPubMed de Groot V, Beckerman H, Lankhorst GJ, Bouter LM: How to measure comorbidity. a critical review of available methods. J Clin Epidemiol. 2003, 56: 221-229. 10.1016/S0895-4356(02)00585-1.CrossRefPubMed
37.
go back to reference Vos HM, Bor HH, Rangelrooij-Minkels MJ, Schellevis FG, Lagro-Janssen AL: Multimorbidity in older women: the negative impact of specific combinations of chronic conditions on self-rated health. Eur J Gen Pract. 2013, 19: 117-122. 10.3109/13814788.2012.755511.CrossRefPubMed Vos HM, Bor HH, Rangelrooij-Minkels MJ, Schellevis FG, Lagro-Janssen AL: Multimorbidity in older women: the negative impact of specific combinations of chronic conditions on self-rated health. Eur J Gen Pract. 2013, 19: 117-122. 10.3109/13814788.2012.755511.CrossRefPubMed
38.
go back to reference Day N, Oakes S, Luben R, Khaw KT, Bingham S, Welch A, Wareham N: EPIC-Norfolk: study design and characteristics of the cohort. European prospective investigation of cancer. Br J Cancer. 1999, 80 Suppl 1: 95-103.PubMed Day N, Oakes S, Luben R, Khaw KT, Bingham S, Welch A, Wareham N: EPIC-Norfolk: study design and characteristics of the cohort. European prospective investigation of cancer. Br J Cancer. 1999, 80 Suppl 1: 95-103.PubMed
39.
go back to reference Riboli E, Kaaks R: The EPIC project: rationale and study design. European prospective investigation into cancer and nutrition. Int J Epidemiol. 1997, 26 Suppl 1: S6-S14. 10.1093/ije/26.suppl_1.S6.CrossRefPubMed Riboli E, Kaaks R: The EPIC project: rationale and study design. European prospective investigation into cancer and nutrition. Int J Epidemiol. 1997, 26 Suppl 1: S6-S14. 10.1093/ije/26.suppl_1.S6.CrossRefPubMed
40.
go back to reference Myint PK, Luben RN, Surtees PG, Wainwright NW, Welch AA, Bingham SA, Day NE, Wareham NJ, Khaw KT: Relation between self-reported physical functional health and chronic disease mortality in men and women in the European Prospective Investigation into Cancer (EPIC-Norfolk): a prospective population study. Ann Epidemiol. 2006, 16: 492-500. 10.1016/j.annepidem.2005.04.005.CrossRefPubMed Myint PK, Luben RN, Surtees PG, Wainwright NW, Welch AA, Bingham SA, Day NE, Wareham NJ, Khaw KT: Relation between self-reported physical functional health and chronic disease mortality in men and women in the European Prospective Investigation into Cancer (EPIC-Norfolk): a prospective population study. Ann Epidemiol. 2006, 16: 492-500. 10.1016/j.annepidem.2005.04.005.CrossRefPubMed
41.
go back to reference Surtees PG, Wainwright NW, Khaw KT: Obesity, confidant support and functional health: cross-sectional evidence from the EPIC-Norfolk cohort. Int J Obes Relat Metab Disord. 2004, 28: 748-758. 10.1038/sj.ijo.0802636.CrossRefPubMed Surtees PG, Wainwright NW, Khaw KT: Obesity, confidant support and functional health: cross-sectional evidence from the EPIC-Norfolk cohort. Int J Obes Relat Metab Disord. 2004, 28: 748-758. 10.1038/sj.ijo.0802636.CrossRefPubMed
42.
go back to reference Ware JE, Snow K, Kosinski M, Gandek B: SF-36 Health Survey: Manual and Interpretation Guide. 1993, New England Medical Center, The Health Institue, Boston, MA, USA Ware JE, Snow K, Kosinski M, Gandek B: SF-36 Health Survey: Manual and Interpretation Guide. 1993, New England Medical Center, The Health Institue, Boston, MA, USA
43.
go back to reference Eysenck SBG, Eysenck HJ, Barrett PT: A revised version of the psychoticism scale. Personal Individ Differ. 1985, 6: 21-29. 10.1016/0191-8869(85)90026-1.CrossRef Eysenck SBG, Eysenck HJ, Barrett PT: A revised version of the psychoticism scale. Personal Individ Differ. 1985, 6: 21-29. 10.1016/0191-8869(85)90026-1.CrossRef
44.
go back to reference Elias P, Halstead K, Prandy K: CASOC:Computer-Assisted Standard Occupational Coding. 1993, HMSO, London Elias P, Halstead K, Prandy K: CASOC:Computer-Assisted Standard Occupational Coding. 1993, HMSO, London
45.
go back to reference Benyamini Y, Blumstein T, Lusky A, Modan B: Gender differences in the self-rated health-mortality association: is it poor self-rated health that predicts mortality or excellent self-rated health that predicts survival?. Gerontologist. 2003, 43: 396-405. 10.1093/geront/43.3.396.CrossRefPubMed Benyamini Y, Blumstein T, Lusky A, Modan B: Gender differences in the self-rated health-mortality association: is it poor self-rated health that predicts mortality or excellent self-rated health that predicts survival?. Gerontologist. 2003, 43: 396-405. 10.1093/geront/43.3.396.CrossRefPubMed
46.
go back to reference Kosloski K, Stull DE, Kercher K, Van Dussen DJ: Longitudinal analysis of the reciprocal effects of self-assessed global health and depressive symptoms. J Gerontol B Psychol Sci Soc Sci. 2005, 60: 296-303. 10.1093/geronb/60.6.P296.CrossRef Kosloski K, Stull DE, Kercher K, Van Dussen DJ: Longitudinal analysis of the reciprocal effects of self-assessed global health and depressive symptoms. J Gerontol B Psychol Sci Soc Sci. 2005, 60: 296-303. 10.1093/geronb/60.6.P296.CrossRef
47.
go back to reference Chang-Quan H, Xue-Mei Z, Bi-Rong D, Zhen-Chan L, Ji-Rong Y, Qing-Xiu L: Health status and risk for depression among the elderly: a meta-analysis of published literature. Age Ageing. 2010, 39: 23-30. 10.1093/ageing/afp187.CrossRefPubMed Chang-Quan H, Xue-Mei Z, Bi-Rong D, Zhen-Chan L, Ji-Rong Y, Qing-Xiu L: Health status and risk for depression among the elderly: a meta-analysis of published literature. Age Ageing. 2010, 39: 23-30. 10.1093/ageing/afp187.CrossRefPubMed
48.
go back to reference Mavaddat N, Kinmonth AL, Sanderson S, Surtees P, Bingham S, Khaw KT: What determines Self-Rated Health (SRH)? A cross-sectional study of SF-36 health domains in the EPIC-Norfolk cohort. J Epidemiol Community Health. 2011, 65: 800-806. 10.1136/jech.2009.090845.CrossRefPubMed Mavaddat N, Kinmonth AL, Sanderson S, Surtees P, Bingham S, Khaw KT: What determines Self-Rated Health (SRH)? A cross-sectional study of SF-36 health domains in the EPIC-Norfolk cohort. J Epidemiol Community Health. 2011, 65: 800-806. 10.1136/jech.2009.090845.CrossRefPubMed
49.
go back to reference Bayliss EA, Ellis JL, Steiner JF: Barriers to self-management and quality-of-life outcomes in seniors with multimorbidities. Ann Fam Med. 2007, 5: 395-402. 10.1370/afm.722.CrossRefPubMedPubMedCentral Bayliss EA, Ellis JL, Steiner JF: Barriers to self-management and quality-of-life outcomes in seniors with multimorbidities. Ann Fam Med. 2007, 5: 395-402. 10.1370/afm.722.CrossRefPubMedPubMedCentral
50.
go back to reference Quality and Outcomes Framework. 2004, Department of Health, England Quality and Outcomes Framework. 2004, Department of Health, England
51.
go back to reference van Oostrom SH, Picavet HS, van Gelder BM, Lemmens LC, Hoeymans N, van Dijk CE, Verheij RA, Schellevis FG, Baan CA: Multimorbidity and comorbidity in the Dutch population - data from general practices. BMC Public Health. 2012, 12: 715-10.1186/1471-2458-12-715.CrossRefPubMedPubMedCentral van Oostrom SH, Picavet HS, van Gelder BM, Lemmens LC, Hoeymans N, van Dijk CE, Verheij RA, Schellevis FG, Baan CA: Multimorbidity and comorbidity in the Dutch population - data from general practices. BMC Public Health. 2012, 12: 715-10.1186/1471-2458-12-715.CrossRefPubMedPubMedCentral
52.
go back to reference 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: e83783-10.1371/journal.pone.0083783.CrossRefPubMedPubMedCentral 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: e83783-10.1371/journal.pone.0083783.CrossRefPubMedPubMedCentral
53.
go back to reference Violan C, Foguet-Boreu Q, Hermosilla-Perez E, Valderas JM, Bolibar B, Fabregas-Escurriola M, Munoz-Perez MA: Comparison of the information provided by electronic health records data and a population health survey to estimate prevalence of selected health conditions and multimorbidity. BMC Public Health. 2013, 13: 251-10.1186/1471-2458-13-251.CrossRefPubMedPubMedCentral Violan C, Foguet-Boreu Q, Hermosilla-Perez E, Valderas JM, Bolibar B, Fabregas-Escurriola M, Munoz-Perez MA: Comparison of the information provided by electronic health records data and a population health survey to estimate prevalence of selected health conditions and multimorbidity. BMC Public Health. 2013, 13: 251-10.1186/1471-2458-13-251.CrossRefPubMedPubMedCentral
54.
go back to reference Jowsey T, McRae IS, Valderas JM, Dugdale P, Phillips R, Bunton R, Gillespie J, Banfield M, Jones L, Kljakovic M, Yen L: Time’s up. descriptive epidemiology of multi-morbidity and time spent on health related activity by older Australians: a time use survey. PLoS One. 2013, 8: e59379-10.1371/journal.pone.0059379.CrossRefPubMedPubMedCentral Jowsey T, McRae IS, Valderas JM, Dugdale P, Phillips R, Bunton R, Gillespie J, Banfield M, Jones L, Kljakovic M, Yen L: Time’s up. descriptive epidemiology of multi-morbidity and time spent on health related activity by older Australians: a time use survey. PLoS One. 2013, 8: e59379-10.1371/journal.pone.0059379.CrossRefPubMedPubMedCentral
55.
go back to reference Bayliss EA, Ellis JL, Steiner JF: Seniors' self-reported multimorbidity captured biopsychosocial factors not incorporated into two other data-based morbidity measures. J Clin Epidemiol. 2009, 62: 550-557. 10.1016/j.jclinepi.2008.05.002.CrossRefPubMed Bayliss EA, Ellis JL, Steiner JF: Seniors' self-reported multimorbidity captured biopsychosocial factors not incorporated into two other data-based morbidity measures. J Clin Epidemiol. 2009, 62: 550-557. 10.1016/j.jclinepi.2008.05.002.CrossRefPubMed
56.
go back to reference Harrison M, Reeves D, Harkness E, Valderas J, Kennedy A, Rogers A, Hann M, Bower P: A secondary analysis of the moderating effects of depression and multimorbidity on the effectiveness of a chronic disease self-management programme. Patient Educ Couns. 2012, 87: 67-73. 10.1016/j.pec.2011.06.007.CrossRefPubMed Harrison M, Reeves D, Harkness E, Valderas J, Kennedy A, Rogers A, Hann M, Bower P: A secondary analysis of the moderating effects of depression and multimorbidity on the effectiveness of a chronic disease self-management programme. Patient Educ Couns. 2012, 87: 67-73. 10.1016/j.pec.2011.06.007.CrossRefPubMed
Metadata
Title
Association of self-rated health with multimorbidity, chronic disease and psychosocial factors in a large middle-aged and older cohort from general practice: a cross-sectional study
Authors
Nahal Mavaddat
Jose M Valderas
Rianne van der Linde
Kay Tee Khaw
Ann Louise Kinmonth
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Primary Care / Issue 1/2014
Electronic ISSN: 2731-4553
DOI
https://doi.org/10.1186/s12875-014-0185-6

Other articles of this Issue 1/2014

BMC Primary Care 1/2014 Go to the issue