Abstract
The present study aims at detecting factors which may predict a decline or an improvement in self-rated health (SRH) of older adults (persons aged 50 or higher) among socio-demographic characteristics, physical and mental health indicators and risky health behaviours. In the analysis, multinomial logistic regression models are applied to data from waves 1 and 2 of the Survey of Health Ageing and Retirement in Europe (carried out about 3 years apart); persons who report a decline or an improvement in SRH at wave 2 are compared to those who report no change while controlling for SRH at baseline and country of residence. The analysis was carried out for the whole sample and two subgroups, persons aged 50–64 and 65 or higher. The results indicate that female sex and higher educational attainment have a strong protective effect against decline in SRH. Worse health at baseline is an important predictor of subsequent decline but changes occurring between the waves have a more pronounced effect, implying that SRH is influenced more by recent developments. The findings also indicate that improvement in SRH is a more complex concept than decline and is strongly affected by factors other than health. Among behavioural risk factors, low levels of physical activity and a decrease in the levels of activity between the waves are significantly related to decline while frequent drinking seems associated with improvement. Differentiations by age are modest and probably suggest that advancing age is related to a milder view of one’s health.
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References
Andersen FK, Christensen K, Frederiksen H (2007) Self-rated health and age: a cross-sectional and longitudinal study of 11,000 Danes aged 45–102. Scandinavian J Public Health 35:164–171
Angel R, Guarnaccia P (1989) Mind, body and culture: somatization among hispanics. Soc Sci Med 28(12):1229–1238
Appels A, Bosma H, Grabauskas V, Gostautas A, Sturmans F (1996) Self-rated health and mortality in a Lithuanian and a Dutch population. Soc Sci Med 42(5):681–689
Arber S, Cooper H (1999) Gender differences in health in later life: the new paradox? Soc Sci Med 48:61–76
Avendano M, Jürges H, Mackenbach JP (2009) Educational level and changes in health across Europe: longitudinal results from SHARE. J Eur Social Policy 19(4):301–316
Bailis DS, Segall A, Chipperfield JG (2003) Two views of self-rated general health status. Soc Sci Med 56:203–217
Bardage C, Pluijm SMF, Pedersen NL, Deeg DJH, Jylhä M, Noale M, Blumstein T, Otero A (2005) Self-rated health among older adults: a cross-national comparison. Eur J Ageing 2:149–158
Baron-Epel O, Kaplan G (2001) General subjective health status or age-related subjective health status: does it make a difference? Soc Sci Med 53(10):1371–1481
Borawski EA, Kinney JM, Kahana E (1996) The meaning of older adults’ health appraisals: congruence with health status and determinant of mortality. J Gerontol B Psychol Sci Soc Sci 51(3):S157–S170
Börsch-Supan A, Brugiavini A, Jürges H, Mackenbach J, Siegrist J, Weber G (eds) (2005a) Health, ageing and retirement in Europe, first results from the survey of health, ageing and retirement in Europe. Mannheim Research Institute for the Economics of Ageing (MEA), Mannheim
Börsch-Supan A, Hank K, Jürges H (2005b) A new comprehensive and international view on ageing: introducing the “Survey of Health, Ageing and Retirement in Europe”. Eur J Ageing 2(4):245–253
Chan YH (2005) Biostatistics 305. Multinomial logistic regression. Singapore Med J 46(6):259–269
Chandola T, Ferrie J, Sacker A, Marmot M (2007) Social inequalities in self-reported health in early old age: follow-up of prospective cohort study. BMJ. doi:10.1136/bmj.39167.439792.55
D’Uva TB, O’Donnell O, van Doorslaer E (2008) Differential health reporting by education level and its impact on the measurement of health inequalities among older Europeans. Int J Epidemiol 37:1375–1383
Delbès C, Gaymu J, Springer S (2006) Women grow old alone, but men grow old with a partner. A European overview. Population & Societies 419 INED, France
DeSalvo KB, Bloser N, Reynolds K, He J, Munter P (2005) Mortality prediction with a single general self-rated question: a meta analysis. J Gen Intern Med 21(3):267–275
Dewey ME, Prince MJ (2005) Cognitive function. In: Börsch-Supan A, Brugiavini A, Jürges H, Mackenbach J, Siegrist J, Weber G (eds) Health, ageing and retirement in Europe, first results from the survey of health, ageing and retirement in Europe. Mannheim Research Institute for the Economics of Ageing (MEA), Mannheim
Eriksson I, Undén AL, Elofsson S (2001) Self-rated health. Comparisons between three different measures. Results from a population study. Int J Epidemiol 30:326–333
Eurostat (2011) Causes of death statistics (documentation online). http://epp.eurostat.ec.europa.eu/statistics_explained/index.php/Causes_of_death_statistics#Main_statistical_findings. Accessed 10 Dec 2011
Fonda S, Herzog A (2004) Documentation of physical functioning measured in the Health and Retirement Study and the Asset and Health Dynamics among the Oldest Old Study. HRS/AHEAD Documentation Report
Gilmore A, McKee M, Rose R (2002) Determinants of and inequalities in self-perceived health in Ukraine. Soc Sci Med 55:2177–2188
Grundy E, Holt G (2001) The socioeconomic status of older adults: how should we measure it in studies of health inequalities? J Epidemiol Commun Health 55(12):895–904
Hasson D, Arnetz BB, Theorell T, Anderberg UM (2006) Predictors of self-rated health: a 12-month perspective study of IT and media workers. Popul Health Metr 4(8):1–11
Huisman M, Kunst AE, Mackenbach JP (2003) Socio-economic inequalities in morbidity among the elderly: a European overview. Soc Sci Med 57:861–873
Idler EL, Benyamini Y (1997) Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav 38:21–37
Idler EL, Kasl SV (1991) Health perceptions and survival: do global evaluations of health status really predict mortality? J Gerontol 46(2):S55–S65
Jang Y, Chiriboga DA, Kim G, Cho S (2009) Changes in perceived health and depressive symptoms: a longitudinal analysis with older Korean Americans. J Immigrant Minority Health 11:7–12
Jürges H (2007) True health vs. response styles: exploring cross-country differences in self-reported health. Health Econ 16:163–178
Katz S (1983) Assessing self maintenance: activities of daily living, mobility and instrumental activities of daily living. J Am Geriatr Soc 31(12):721–726
Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW (1963) Studies of illness in the aged. The index of ADL: a standardised measure of biological and psychological function. JAMA 185:914–919
Katz S, Downs TD, Cash HR, Grotz RC (1970) Progress in development of the index of ADL. Gerontologist 10:20–30
Kunst AE, Bos V, Lahelma E, Bartley M, Lissau I, Regitor E, Mielck A, Cardano M, Daalstra J, Geurts J, Helmert U, Lennartsson C, Ramm J, Spadea T, Stronegger W, Mackenbach J (2005) Trends in socioeconomic inequalities in mortality in self-assessed health in 10 European countries. Int J Epidemiol 34(2):295–305
Lawton MP, Brody EM (1969) Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist 9(3):179–186
Leinonen R, Heikkinen E, Jylhä M (2001) Predictors of decline in self-assessments of health among older people—a 5 year longitudinal study. Soc Sci Med 52(9):1329–1341
Lindeboom M, Van Doorslaer E (2004) Cut-point shift and index shift in self-reported health. J Health Econ 23:1083–1099
Mackenbach JP, Van De Bos J, Joung IMA et al (1994) The determinants of excellent health: different from the determinants of ill-health? Int J Epidemiol 23(6):1273–1281
McCullough ME, Laurenceau JP (2004) Gender and the natural history of self-rated health: a 59-year longitudinal study. Health Psychol 23(6):651–655
Nicholas S, Huppert FA, McWilliams B, Melzer D (2003) Physical and cognitive function. In: Marmot M, Banks J, Blundell R, Lessof C, Nazroo J (eds) Health, wealth and lifestyles of the older population in England: The 2002 English Longitudinal Study of Ageing. IFS, London, pp 249–271
Ongaro F, Salvini S (1995) Understanding self-perceived health in the elderly: an analysis of 1986 Italian data. Eur J Popul 11:123–141
Orfila F, Ferrer M, Lamarca R, Alonso J (2000) Evolution of self-rated health status in the elderly: cross-sectional vs. longitudinal estimates. J Clin Epidemiol 53:563–570
Perlman F, Bobak M (2008) Determinants of self rated health and mortality in Russia—are they the same? Int J Equity Health 7(19):1–8
Prince MJ, Reischies F, Beekam ATF, Fuhrer R, Jonker C, Kivela SL, Lawlor BA, Lobo A, Magnusson H, Fichter M, Van Oyen H, Roelands M, Skoog I, Turrina C, Copeland JRM (1999) Development of the EURO-D scale—a European Union initiative to compare symptoms of depression in 14 European centres. Br J Psychiatry 174:330–338
Sacker A, Wiggins R, Bartley M, McDonough P (2007) Self-rated health trajectories in the United States and the United Kingdom: a comparative study. Am J Public Health 97(5):812–818
Sargent-Cox KA, Anstey KJ, Luszcz MA (2010) The choice of self-rated health measures matter when predicting mortality: evidence from 10 years follow-up of the Australia longitudinal study of ageing. BMC Geriatr 10:18
Schröder M (2008) Chapter 8.4 Attrition. In: Börsch-Supan A, Brugiavini A, Jürges H, Kapteyn A, Mackenbach J, Siegrist J, Weber G (eds) First results from the survey of health, ageing and retirement in Europe (2004–2007): starting the longitudinal dimension. Mannheim Research Institute for the Economics of Ageing (MEA), Mannheim
SHARE (2011) Sample (documentation online). http://www.share-project.org/data-access-documentation/sample.html. Accessed 30 Nov 2011
Shields M, Shooshtari S (2001) Determinants of self-perceived health. Health Rep (Stat Canada) 13(1):33–52
Simon JG, De Boer JB, Joung IMA, Bosma H, Mackenbach JP (2005) How is your health in general? A qualitative study on self-assessed health. Eur J Public Health 15(2):200–208
Smith AMA, Shelley JM, Dennerstein L (1994) Self-rated health: biological continuum or social discontinuity? Soc Sci Med 39(1):77–83
Tsimbos C (2010) An assessment of socio-economic inequalities in health among elderly in Greece, Italy and Spain. Int J Public Health 55:5–15
Van Doorslaer E, Gerdtham UG (2003) Does inequality in self-assessed health predict inequality in survival by income? Evidence from Swedish data. Soc Sci Μed 57:1621–1629
Verropoulou G (2009) Key elements composing self-rated health in older adults: a comparative study of 11 European countries. Eur J Ageing 6(3):213–226
Vuorisalmi M, Lintonen T, Jylhä M (2005) Global self-rated health from a longitudinal study predicted mortality better than comparative self-rated health in old age. J Clin Epidemiol 58(7):680–687
Vuorisalmi M, Pietilä I, Pohjolainen P (2008) Comparison of self-rated health in older people of St. Petersburg, Russia, and Tampere, Finland: how sensitive is SRH to cross-cultural factors? Eur J Ageing 5:327–334
Zimmer Z, Natividad J, Lin HS, Chayovan N (2000) A cross-national examination of the determinants of self-assessed health. J Health Soc Behav 41(4):465–481
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Appendix: Questions and items comprising the health indicators included in the analysis
Appendix: Questions and items comprising the health indicators included in the analysis
Self-Rated Health US version
Would you say your health is….
Excellent
Very good
Good
Fair
Poor
Self-Rated Health European version
Would you say your health is…
Very good
Good
Fair
Bad
Very bad
Mobility Difficulties
Because of a physical or health problem, do you have difficulty doing any of the activities on this card? Exclude any difficulties you expect to last less than three months.
Walking 100 meters
Sitting for about two hours
Getting up from a chair after sitting for long periods
Climbing several flights of stairs without resting
Climbing one flight of stairs without resting
Stooping, kneeling, or crouching
Reaching or extending your arms above shoulder level (either arm)
Pulling or pushing large objects like a living room chair
Lifting or carrying weights over 10 pounds, like a heavy bag of groceries
Picking up a 5p coin from a table
ADL (Activities of Daily Living)
Here are a few more everyday activities. Please tell me if you have any difficulty with these because of a physical, mental, emotional or memory problem. Again exclude any difficulties you expect to last less than three months.
Dressing, including putting on shoes and socks
Walking across a room
Bathing or showering
Eating, including cutting up your food
Getting in or out of bed
Using the toilet, including getting up or down
IADL (Instrumental Activities of Daily Living)
Using a map to figure out how to get around in a strange place
Preparing a hot meal
Shopping for groceries
Making telephone calls
Taking medications
Doing work around the house or garden
Managing money, such as paying bills and keeping track of expenses
Chronic Conditions
Has a doctor ever told you that you had any of the following conditions?
Heart attack including myocardial infarction or coronary thrombosis or any other heart problem including congestive heart failure
High blood pressure or hypertension
High blood cholesterol
A stroke or cerebral vascular disease
Diabetes or high blood sugar
Chronic lung disease such as chronic bronchitis or emphysema
Asthma
Arthritis, including osteoarthritis, or rheumatism
Osteoporosis
Cancer or malignant tumour, including leukaemia or lymphoma, excluding minor skin cancers
Stomach or duodenal ulcer, peptic ulcer
Parkinson disease
Cataracts
Hip fracture or femoral fracture
Other conditions, not yet mentioned
Somatic Symptoms
For the past six months at least, have you been bothered by any of the following health conditions?
Pain in your back, knees, hips or any other joint
Heart trouble or angina, chest pain during exercise
Breathlessness, difficulty breathing
Persistent cough
Swollen legs
Sleeping problems
Falling down
Fear of falling down
Dizziness, faints or blackouts
Stomach or intestine problems, including constipation, air, diarrhoea
Incontinence or involuntary loss of urine
Other symptoms, not yet mentioned
Depressive Symptoms comprising the EURO-D scale
Sadness—Depression
Pessimism
Suicidal tendency
Guilt
Trouble sleeping
Lack of Interest
Irritability
Loss of appetite
Fatigue
Lack of enjoyment
Tearfulness
Lack of concentration
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Verropoulou, G. Determinants of change in self-rated health among older adults in Europe: a longitudinal perspective based on SHARE data. Eur J Ageing 9, 305–318 (2012). https://doi.org/10.1007/s10433-012-0238-4
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DOI: https://doi.org/10.1007/s10433-012-0238-4