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Published in: BMC Public Health 1/2011

Open Access 01-12-2011 | Research article

Determinants of self-rated health in old age: A population-based, cross-sectional study using the International Classification of Functioning

Authors: Solveig A Arnadottir, Elin D Gunnarsdottir, Hans Stenlund, Lillemor Lundin-Olsson

Published in: BMC Public Health | Issue 1/2011

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Abstract

Background

Self-rated health (SRH) is a widely used indicator of general health and multiple studies have supported the predictive validity of SRH in older populations concerning future health, functional decline, disability, and mortality. The aim of this study was to use the theoretical framework of the International Classification of Functioning, Disability and Health (ICF) to create a better understanding of factors associated with SRH among community-dwelling older people in urban and rural areas.

Methods

The study design was population-based and cross-sectional. Participants were 185 Icelanders, randomly selected from a national registry, community-dwelling, 65-88 years old, 63% urban residents, and 52% men. Participants were asked: "In general, would you say your health is excellent, very good, good, fair, or poor?" Associations with SRH were analyzed with ordinal logistic regression. Explanatory variables represented aspects of body functions, activities, participation, environmental factors and personal factors components of the ICF.

Results

Univariate analysis revealed that SRH was significantly associated with all analyzed ICF components through 16 out of 18 explanatory variables. Multivariate analysis, however, demonstrated that SRH had an independent association with five variables representing ICF body functions, activities, and personal factors components: The likelihood of a better SRH increased with advanced lower extremity capacity (adjusted odds ratio [adjOR] = 1.05, p < 0.001), upper extremity capacity (adjOR = 1.13, p = 0.040), household physical activity (adjOR = 1.01, p = 0.016), and older age (adjOR = 1.09, p = 0.006); but decreased with more depressive symptoms (adjOR = 0.79, p < 0.001).

Conclusions

The results highlight a collection of ICF body functions, activities and personal factors associated with higher SRH among community-dwelling older people. Some of these, such as physical capacity, depressive symptoms, and habitual physical activity are of particular interest due to their potential for change through public health interventions. The use of ICF conceptual framework and widely accepted standardized assessments should make these results comparable and relevant in an international context.
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Literature
1.
2.
go back to reference Jylhä M, Guralnik JM, Balfour J, Fried LP: Walking difficulty, walking speed, and age as predictors of self-rated health. J Gerontol A Biol Sci Med Sci. 2001, 56: M609-M617. 10.1093/gerona/56.10.M609.CrossRefPubMed Jylhä M, Guralnik JM, Balfour J, Fried LP: Walking difficulty, walking speed, and age as predictors of self-rated health. J Gerontol A Biol Sci Med Sci. 2001, 56: M609-M617. 10.1093/gerona/56.10.M609.CrossRefPubMed
3.
go back to reference Lee Y: The predictive value of self assessed general, physical, and mental health on functional decline and mortality in older adults. J Epidemiol Community Health. 2000, 54: 123-129. 10.1136/jech.54.2.123.CrossRefPubMedPubMedCentral Lee Y: The predictive value of self assessed general, physical, and mental health on functional decline and mortality in older adults. J Epidemiol Community Health. 2000, 54: 123-129. 10.1136/jech.54.2.123.CrossRefPubMedPubMedCentral
4.
go back to reference Wilcox VL, Kasl SV, Idler EL: Self-rated health and physical disability in elderly survivors of a major medical event. J Gerontol B Psychol Sci Soc Sci. 1996, 51B: S96-S104. 10.1093/geronb/51B.2.S96.CrossRef Wilcox VL, Kasl SV, Idler EL: Self-rated health and physical disability in elderly survivors of a major medical event. J Gerontol B Psychol Sci Soc Sci. 1996, 51B: S96-S104. 10.1093/geronb/51B.2.S96.CrossRef
5.
go back to reference Idler EL, Kasl SV: Self-ratings of health: Do they also predict change in functional ability?. J Gerontol B Psychol Sci Soc Sci. 1995, 50B: S344-S353. 10.1093/geronb/50B.6.S344.CrossRef Idler EL, Kasl SV: Self-ratings of health: Do they also predict change in functional ability?. J Gerontol B Psychol Sci Soc Sci. 1995, 50B: S344-S353. 10.1093/geronb/50B.6.S344.CrossRef
6.
go back to reference Lyyra T-M, Heikkinen E, Lyyra A-L, Jylhä M: Self-rated health and mortality: could clinical and performance-based measures of health and functioning explain the association?. Arch Gerontol Geriatr. 2006, 42: 277-288. 10.1016/j.archger.2005.08.001.CrossRefPubMed Lyyra T-M, Heikkinen E, Lyyra A-L, Jylhä M: Self-rated health and mortality: could clinical and performance-based measures of health and functioning explain the association?. Arch Gerontol Geriatr. 2006, 42: 277-288. 10.1016/j.archger.2005.08.001.CrossRefPubMed
7.
go back to reference Jylhä M: What is self-rated health and why does it predict mortality? Towards a unified conceptual model. Soc Sci Med. 2009, 69: 307-316. 10.1016/j.socscimed.2009.05.013.CrossRefPubMed Jylhä M: What is self-rated health and why does it predict mortality? Towards a unified conceptual model. Soc Sci Med. 2009, 69: 307-316. 10.1016/j.socscimed.2009.05.013.CrossRefPubMed
8.
go back to reference Bailis DS, Segall A, Chipperfield JG: Two views of self-rated general health status. Soc Sci Med. 2003, 56: 203-217. 10.1016/S0277-9536(02)00020-5.CrossRefPubMed Bailis DS, Segall A, Chipperfield JG: Two views of self-rated general health status. Soc Sci Med. 2003, 56: 203-217. 10.1016/S0277-9536(02)00020-5.CrossRefPubMed
9.
go back to reference Idler EL, Hudson SV, Leventhal H: The meanings of self-ratings of health: a qualitative and quantitative approach. Res Aging. 1999, 21: 458-476. 10.1177/0164027599213006.CrossRef Idler EL, Hudson SV, Leventhal H: The meanings of self-ratings of health: a qualitative and quantitative approach. Res Aging. 1999, 21: 458-476. 10.1177/0164027599213006.CrossRef
10.
go back to reference Rohrer JE, Arif A, Denison A, Young R, Adamson S: Overall self-rated health as an outcome indicator in primary care. J Eval Clin Pract. 2007, 13: 882-888.PubMed Rohrer JE, Arif A, Denison A, Young R, Adamson S: Overall self-rated health as an outcome indicator in primary care. J Eval Clin Pract. 2007, 13: 882-888.PubMed
11.
go back to reference May M, Lawlor DA, Brindle P, Patel R, Ebrahim S: Cardiovascular disease risk assessment in older women: can we improve on Framingham? British Women's Heart and Health prospective cohort study. Heart. 2006, 92: 1396-1401. 10.1136/hrt.2005.085381.CrossRefPubMedPubMedCentral May M, Lawlor DA, Brindle P, Patel R, Ebrahim S: Cardiovascular disease risk assessment in older women: can we improve on Framingham? British Women's Heart and Health prospective cohort study. Heart. 2006, 92: 1396-1401. 10.1136/hrt.2005.085381.CrossRefPubMedPubMedCentral
12.
go back to reference Fayers PM, Sprangers MA: Understanding self-rated health. Lancet. 2002, 359: 187-188. 10.1016/S0140-6736(02)07466-4.CrossRefPubMed Fayers PM, Sprangers MA: Understanding self-rated health. Lancet. 2002, 359: 187-188. 10.1016/S0140-6736(02)07466-4.CrossRefPubMed
13.
go back to reference World Health Organization: International Classification of Functioning, Disability and Health. 2001, Geneva: World Health Organization World Health Organization: International Classification of Functioning, Disability and Health. 2001, Geneva: World Health Organization
14.
go back to reference Cieza A, Geyh S, Chatterji S, Kostanjsek N, Ustun B, Stucki G: ICF linking rules: an update based on lessons learned. J Rehabil Med. 2005, 37: 212-218. 10.1080/16501970510040263.CrossRefPubMed Cieza A, Geyh S, Chatterji S, Kostanjsek N, Ustun B, Stucki G: ICF linking rules: an update based on lessons learned. J Rehabil Med. 2005, 37: 212-218. 10.1080/16501970510040263.CrossRefPubMed
15.
go back to reference Wahl HW: Ageing research along the urban-rural distinction: old questions and new potential. Eur J Ageing. 2005, 2: 131-136. 10.1007/s10433-005-0030-9.CrossRef Wahl HW: Ageing research along the urban-rural distinction: old questions and new potential. Eur J Ageing. 2005, 2: 131-136. 10.1007/s10433-005-0030-9.CrossRef
16.
go back to reference Peters KE, Gupta S, Stoller N, Mueller B: Implications of the aging process: opportunities for prevention in the farming community. J Agromedicine. 2008, 13: 111-118. 10.1080/10599240802202497.CrossRefPubMed Peters KE, Gupta S, Stoller N, Mueller B: Implications of the aging process: opportunities for prevention in the farming community. J Agromedicine. 2008, 13: 111-118. 10.1080/10599240802202497.CrossRefPubMed
17.
go back to reference Pullen C, Walker SN, Fiandt K: Determinants of health-promoting lifestyle behaviors in rural older women. Fam Community Health. 2001, 24: 49-72.CrossRefPubMed Pullen C, Walker SN, Fiandt K: Determinants of health-promoting lifestyle behaviors in rural older women. Fam Community Health. 2001, 24: 49-72.CrossRefPubMed
18.
go back to reference Higgs G: Investigating trends in rural health outcomes: a research agenda. Geoforum. 1999, 30: 203-221. 10.1016/S0016-7185(99)00021-4.CrossRef Higgs G: Investigating trends in rural health outcomes: a research agenda. Geoforum. 1999, 30: 203-221. 10.1016/S0016-7185(99)00021-4.CrossRef
19.
go back to reference Greenspan AI, Wolf SL, Kelley ME, O'Grady M: Tai Chi and perceived health status in older adults who are transitionally frail: a randomized controlled trial. Phys Ther. 2007, 87: 525-535. 10.2522/ptj.20050378.CrossRefPubMed Greenspan AI, Wolf SL, Kelley ME, O'Grady M: Tai Chi and perceived health status in older adults who are transitionally frail: a randomized controlled trial. Phys Ther. 2007, 87: 525-535. 10.2522/ptj.20050378.CrossRefPubMed
20.
go back to reference Arnadottir SA, Gunnarsdottir ED, Lundin-Olsson L: Are rural older Icelanders less physically active than those living in urban areas? A population-based study. Scand J Public Health. 2009, 37: 409-417. 10.1177/1403494809102776.CrossRefPubMed Arnadottir SA, Gunnarsdottir ED, Lundin-Olsson L: Are rural older Icelanders less physically active than those living in urban areas? A population-based study. Scand J Public Health. 2009, 37: 409-417. 10.1177/1403494809102776.CrossRefPubMed
21.
go back to reference Ware JE, Gandek B: Overview of the SF-36 Health Survey and the International Quality of Life Assessment (IQOLA) Project. J Clin Epidemiol. 1998, 51: 903-912. 10.1016/S0895-4356(98)00081-X.CrossRefPubMed Ware JE, Gandek B: Overview of the SF-36 Health Survey and the International Quality of Life Assessment (IQOLA) Project. J Clin Epidemiol. 1998, 51: 903-912. 10.1016/S0895-4356(98)00081-X.CrossRefPubMed
22.
go back to reference Yesavage JA, Brink TL, Rose TL, Lum O, Huang V, Adey M, Leirer VO: Development and validation of a geriatric depression screening scale: a preliminary report. J Psychiatr Res. 1983, 17: 37-49.CrossRef Yesavage JA, Brink TL, Rose TL, Lum O, Huang V, Adey M, Leirer VO: Development and validation of a geriatric depression screening scale: a preliminary report. J Psychiatr Res. 1983, 17: 37-49.CrossRef
23.
go back to reference Folstein MF, Folstein SE, McHugh PR: "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975, 12: 189-198. 10.1016/0022-3956(75)90026-6.CrossRefPubMed Folstein MF, Folstein SE, McHugh PR: "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975, 12: 189-198. 10.1016/0022-3956(75)90026-6.CrossRefPubMed
24.
go back to reference Myers AM: Program Evaluation for Exercise Leaders. 1999, Champaign, IL, USA: Human Kinetics Myers AM: Program Evaluation for Exercise Leaders. 1999, Champaign, IL, USA: Human Kinetics
25.
go back to reference Podsiadlo D, Richardson S: The timed "Up & Go": a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc. 1991, 39: 142-148.CrossRefPubMed Podsiadlo D, Richardson S: The timed "Up & Go": a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc. 1991, 39: 142-148.CrossRefPubMed
26.
go back to reference Brazier JE, Harper R, Jones NM, O'Cathain A, Thomas KJ, Usherwood T, Westlake L: Validating the SF-36 health survey questionnaire: new outcome measure for primary care. BMJ. 1992, 305: 160-164. 10.1136/bmj.305.6846.160.CrossRefPubMedPubMedCentral Brazier JE, Harper R, Jones NM, O'Cathain A, Thomas KJ, Usherwood T, Westlake L: Validating the SF-36 health survey questionnaire: new outcome measure for primary care. BMJ. 1992, 305: 160-164. 10.1136/bmj.305.6846.160.CrossRefPubMedPubMedCentral
27.
go back to reference Jette AM, Haley SM, Kooyoomjian JT: Late Life Function and Disability Instrument Manual. 2001, Boston: Roybal Center for the Enhancement of Late-Life function Jette AM, Haley SM, Kooyoomjian JT: Late Life Function and Disability Instrument Manual. 2001, Boston: Roybal Center for the Enhancement of Late-Life function
28.
go back to reference Jette AM, Haley SM, Coster , Wendy J, Kooyoomjian JT, Levenson S, Heeren T, Ashba J: Late Life Function and Disability Instrument: I. Development and Evaluation of the Disability Component. J Gerontol A Biol Sci Med Sci. 2002, 57: M209-M216. 10.1093/gerona/57.4.M209.CrossRefPubMed Jette AM, Haley SM, Coster , Wendy J, Kooyoomjian JT, Levenson S, Heeren T, Ashba J: Late Life Function and Disability Instrument: I. Development and Evaluation of the Disability Component. J Gerontol A Biol Sci Med Sci. 2002, 57: M209-M216. 10.1093/gerona/57.4.M209.CrossRefPubMed
29.
go back to reference Washburn RA, Smith KW, Jette AM, Janney CA: The Physical Activity Scale for the Elderly (PASE): development and evaluation. J Clin Epidemiol. 1993, 46: 153-162. 10.1016/0895-4356(93)90053-4.CrossRefPubMed Washburn RA, Smith KW, Jette AM, Janney CA: The Physical Activity Scale for the Elderly (PASE): development and evaluation. J Clin Epidemiol. 1993, 46: 153-162. 10.1016/0895-4356(93)90053-4.CrossRefPubMed
30.
go back to reference New England Research Institutes: PASE Physical Activity Scale for the Elderly administration and scoring instruction manual. 1991, Watertown, MA, USA: New England Research Institutes New England Research Institutes: PASE Physical Activity Scale for the Elderly administration and scoring instruction manual. 1991, Watertown, MA, USA: New England Research Institutes
31.
go back to reference Arnadottir SA, Lundin-Olsson L, Gunnarsdottir ED, Fisher AG: Application of Rasch analysis to examine psychometric aspects of the Activities-Specific Balance Confidence scale when used in a new cultural context. Arch Phys Med Rehabil. 2010, 91: 156-163. 10.1016/j.apmr.2009.09.010.CrossRefPubMed Arnadottir SA, Lundin-Olsson L, Gunnarsdottir ED, Fisher AG: Application of Rasch analysis to examine psychometric aspects of the Activities-Specific Balance Confidence scale when used in a new cultural context. Arch Phys Med Rehabil. 2010, 91: 156-163. 10.1016/j.apmr.2009.09.010.CrossRefPubMed
32.
go back to reference Martinez DJ, Kasl SV, Gill TM, Barry LC: Longitudinal association between self-rated health and timed gait among older persons. J Gerontol B Psychol Sci Soc Sci. 2010, 65: 715-719.CrossRefPubMed Martinez DJ, Kasl SV, Gill TM, Barry LC: Longitudinal association between self-rated health and timed gait among older persons. J Gerontol B Psychol Sci Soc Sci. 2010, 65: 715-719.CrossRefPubMed
33.
go back to reference Verropoulou G: Key elements composing self-rated health in older adults: a comparative study of 11 European countries. Eur J Ageing. 2009, 6: 213-226. 10.1007/s10433-009-0125-9.CrossRef Verropoulou G: Key elements composing self-rated health in older adults: a comparative study of 11 European countries. Eur J Ageing. 2009, 6: 213-226. 10.1007/s10433-009-0125-9.CrossRef
34.
go back to reference Desrosiers J, Hébert R, Bravo G, Dutil E: Upper extremity performance test for the elderly (TEMPA): normative data and correlates with sensorimotor parameters. Arch Phys Med Rehab. 1995, 76: 1125-1129. 10.1016/S0003-9993(95)80120-0.CrossRef Desrosiers J, Hébert R, Bravo G, Dutil E: Upper extremity performance test for the elderly (TEMPA): normative data and correlates with sensorimotor parameters. Arch Phys Med Rehab. 1995, 76: 1125-1129. 10.1016/S0003-9993(95)80120-0.CrossRef
35.
go back to reference St John PD, Blandford AA, Strain LA: Does a rural residence predict the development of depressive symptoms in older adults?. Can J Rural Med. 2009, 14: 150-156.PubMed St John PD, Blandford AA, Strain LA: Does a rural residence predict the development of depressive symptoms in older adults?. Can J Rural Med. 2009, 14: 150-156.PubMed
36.
go back to reference Dunlop DD, Semanik P, Song J, Sharma L, Nevitt M, Jackson R, Mysiw J, Chang RW: Moving to maintain function in knee osteoarthritis: evidence from the osteoarthritis initiative. Arch Phys Med Rehabil. 2010, 91: 714-721. 10.1016/j.apmr.2010.01.015.CrossRefPubMedPubMedCentral Dunlop DD, Semanik P, Song J, Sharma L, Nevitt M, Jackson R, Mysiw J, Chang RW: Moving to maintain function in knee osteoarthritis: evidence from the osteoarthritis initiative. Arch Phys Med Rehabil. 2010, 91: 714-721. 10.1016/j.apmr.2010.01.015.CrossRefPubMedPubMedCentral
37.
go back to reference Nelson ME, Rejeski WJ, Blair SN, Duncan PW, Judge JO, King AC, Macera CA, Castaneda-Sceppa C: Physical activity and public health in older adults: recommendation from the American College of Sports Medicine and the American Heart Association. Circulation. 2007, 116: 1094-1105.CrossRefPubMed Nelson ME, Rejeski WJ, Blair SN, Duncan PW, Judge JO, King AC, Macera CA, Castaneda-Sceppa C: Physical activity and public health in older adults: recommendation from the American College of Sports Medicine and the American Heart Association. Circulation. 2007, 116: 1094-1105.CrossRefPubMed
38.
go back to reference Sprangers MAG, Schwartz CE: Integrating response shift into health-related quality of life research: a theoretical model. Soc Sci Med. 1999, 48: 1507-1515. 10.1016/S0277-9536(99)00045-3.CrossRefPubMed Sprangers MAG, Schwartz CE: Integrating response shift into health-related quality of life research: a theoretical model. Soc Sci Med. 1999, 48: 1507-1515. 10.1016/S0277-9536(99)00045-3.CrossRefPubMed
39.
go back to reference Ostir GV, Ottenbacher KJ, Markides KS: Onset of frailty in older adults and the protective role of positive affect. Psychol Aging. 2004, 19: 402-408.CrossRefPubMed Ostir GV, Ottenbacher KJ, Markides KS: Onset of frailty in older adults and the protective role of positive affect. Psychol Aging. 2004, 19: 402-408.CrossRefPubMed
40.
go back to reference McCullough ME, Laurenceau JP: Gender and the natural history of self-rated health: a 59-year longitudinal study. Health Psychol. 2004, 23: 651-655.CrossRefPubMed McCullough ME, Laurenceau JP: Gender and the natural history of self-rated health: a 59-year longitudinal study. Health Psychol. 2004, 23: 651-655.CrossRefPubMed
41.
go back to reference Singh-Manoux A, Martikainen P, Ferrie J, Zins M, Marmot M, Goldberg M: What does self rated health measure? Results from the British Whitehall II and French Gazel cohort studies. J Epidemiol Community Health. 2006, 60: 364-372. 10.1136/jech.2005.039883.CrossRefPubMedPubMedCentral Singh-Manoux A, Martikainen P, Ferrie J, Zins M, Marmot M, Goldberg M: What does self rated health measure? Results from the British Whitehall II and French Gazel cohort studies. J Epidemiol Community Health. 2006, 60: 364-372. 10.1136/jech.2005.039883.CrossRefPubMedPubMedCentral
42.
go back to reference St John PD, Blandford AA, Strain LA: Depressive symptoms among older adults in urban and rural areas. Int J Geriatr Psychiatry. 2006, 21: 1175-1180. 10.1002/gps.1637.CrossRefPubMed St John PD, Blandford AA, Strain LA: Depressive symptoms among older adults in urban and rural areas. Int J Geriatr Psychiatry. 2006, 21: 1175-1180. 10.1002/gps.1637.CrossRefPubMed
43.
go back to reference White AM, Philogene GS, Fine L, Sinha S: Social support and self-reported health status of older adults in the United States. Am J Public Health. 2009, 99: 1872-1878. 10.2105/AJPH.2008.146894.CrossRefPubMedPubMedCentral White AM, Philogene GS, Fine L, Sinha S: Social support and self-reported health status of older adults in the United States. Am J Public Health. 2009, 99: 1872-1878. 10.2105/AJPH.2008.146894.CrossRefPubMedPubMedCentral
44.
go back to reference Fries JF: Aging, natural death, and the compression of morbidity. N Engl J Med. 1980, 303: 130-135. 10.1056/NEJM198007173030304.CrossRefPubMed Fries JF: Aging, natural death, and the compression of morbidity. N Engl J Med. 1980, 303: 130-135. 10.1056/NEJM198007173030304.CrossRefPubMed
45.
go back to reference Blake H, Mo P, Malik S, Thomas S: How effective are physical activity interventions for alleviating depressive symptoms in older people? A systematic review. Clin Rehabil. 2009, 23: 873-887. 10.1177/0269215509337449.CrossRefPubMed Blake H, Mo P, Malik S, Thomas S: How effective are physical activity interventions for alleviating depressive symptoms in older people? A systematic review. Clin Rehabil. 2009, 23: 873-887. 10.1177/0269215509337449.CrossRefPubMed
46.
go back to reference Kjellman B, Martinsen EW, Taube J, Andersson E: Depression. Physical Activity in the Prevention and Treatment of Disease. Edited by: Swedish National Institute of Public Health. 2010, Stockholm: Professional Associations for Physical Activity (Sweden), 325-335. 2 Kjellman B, Martinsen EW, Taube J, Andersson E: Depression. Physical Activity in the Prevention and Treatment of Disease. Edited by: Swedish National Institute of Public Health. 2010, Stockholm: Professional Associations for Physical Activity (Sweden), 325-335. 2
Metadata
Title
Determinants of self-rated health in old age: A population-based, cross-sectional study using the International Classification of Functioning
Authors
Solveig A Arnadottir
Elin D Gunnarsdottir
Hans Stenlund
Lillemor Lundin-Olsson
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2011
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-11-670

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