Skip to main content
Top
Published in: International Journal for Equity in Health 1/2017

Open Access 01-12-2017 | Research

The impact of multi-morbidity on disability among older adults in South Africa: do hypertension and socio-demographic characteristics matter?

Authors: Philippa Waterhouse, Nele van der Wielen, Pamela Chirwa Banda, Andrew Amos Channon

Published in: International Journal for Equity in Health | Issue 1/2017

Login to get access

Abstract

Background

Alongside the global population ageing phenomenon, there has been a rise in the number of individuals who suffer from multiple chronic conditions. Taking the case of South Africa, this study aims, first, to investigate the association between multi-morbidity and disability among older adults; and second, to examine whether hypertension (both diagnosed and undiagnosed) mediates this relationship. Lastly, we consider whether the impact of the multi-morbidity on disability varies by socio-demographic characteristics.

Methods

Data were drawn from Wave 1 (2007–08) of the South African Study on Global Ageing and Adult Health. Disability was measured using the 12-item World Health Organisation Disability Assessment Schedule (WHODAS) 2.0. Scores were transformed into a binary variable whereby those over the 90th percentile were classified as having a severe disability. The measure of multi-morbidity was based on a simple count of self-reported diagnosis of selected chronic conditions. Self-reports of diagnosed hypertension, in addition to blood pressure measurements at the time of interview, were used to create a three category hypertension variable: no hypertension (diagnosed or measured), diagnosed hypertension, hypertension not diagnosed but hypertensive measured blood pressure. Interactions between the number of chronic diseases with sex, ethnicity and wealth were tested. Logistic regression was used to analyze the relationships.

Results

25.4% of the final sample had one and 13.2% two or more chronic diseases. Nearly half of the respondents had a hypertensive blood pressure when measured during the interview, but had not been previously diagnosed. A further third self-reported they had been told by a health professional they had hypertension. The logistic regression showed in comparison to those with no chronic conditions, those with one or two or more had significantly higher odds of severe disability. Hypertension was insignificant and did not change the direction or size of the effect of the multi-morbidity measure substantially. The interactions between number of chronic conditions with wealth were significant at the 5% level.

Conclusions

The diagnosis of multiple chronic conditions, can be used to identify those most at risk of severe disability. Limited resources should be prioritized for such individuals in terms of preventative, rehabilitative and palliative care.
Literature
1.
go back to reference World Health Organisation. Global Status Report on Non-communicable Diseases. Geneva: World Health Organisation; 2011. World Health Organisation. Global Status Report on Non-communicable Diseases. Geneva: World Health Organisation; 2011.
2.
go back to reference Marengoni A, Rizzuto D, Wang HX, Winblad B, Fratiglioni MD. Patterns of chronic multimorbidity in the elderly population. J Am Geriatr Soc. 2009;57:225–30.CrossRefPubMed Marengoni A, Rizzuto D, Wang HX, Winblad B, Fratiglioni MD. Patterns of chronic multimorbidity in the elderly population. J Am Geriatr Soc. 2009;57:225–30.CrossRefPubMed
3.
go back to reference Loza E, Jover JA, Rodríguez L, Carmona L. Multimorbidity: prevalence, effect on quality of life and daily functioning, and variation of this effect when one condition is a rheumatic disease. Semin Arthritis and Rheum. 2009;38:312–9.CrossRef Loza E, Jover JA, Rodríguez L, Carmona L. Multimorbidity: prevalence, effect on quality of life and daily functioning, and variation of this effect when one condition is a rheumatic disease. Semin Arthritis and Rheum. 2009;38:312–9.CrossRef
4.
go back to reference Schneider KM, O’Donnell BE, Dean D. Prevalence of multiple chronic conditions in the United States’ Medicare population. Health Qual Life Outcomes. 2009;7:82.CrossRefPubMedPubMedCentral Schneider KM, O’Donnell BE, Dean D. Prevalence of multiple chronic conditions in the United States’ Medicare population. Health Qual Life Outcomes. 2009;7:82.CrossRefPubMedPubMedCentral
5.
go back to reference Garin N, Olaya B, Moneta MV, Miret M, Lobo A, Ayuso-Mateos JL, Haro JM. Impact of multimorbidity on disability and quality of life in the Spanish older population. PLoS One. 2014;9:11. Garin N, Olaya B, Moneta MV, Miret M, Lobo A, Ayuso-Mateos JL, Haro JM. Impact of multimorbidity on disability and quality of life in the Spanish older population. PLoS One. 2014;9:11.
6.
go back to reference McDaid O, Hanly MJ, Richardson K, Kee F, Kenny RA, Savva GM. The effect of multiple chronic conditions on self-rated health, disability and quality of life among the older populations of Northern Ireland and the Republic of Ireland: a comparison of two nationally representative cross-sectional surveys. BMJ Open. 2013;3:e002571.CrossRefPubMedPubMedCentral McDaid O, Hanly MJ, Richardson K, Kee F, Kenny RA, Savva GM. The effect of multiple chronic conditions on self-rated health, disability and quality of life among the older populations of Northern Ireland and the Republic of Ireland: a comparison of two nationally representative cross-sectional surveys. BMJ Open. 2013;3:e002571.CrossRefPubMedPubMedCentral
7.
go back to reference Bayliss EA, Bayliss MS, Ware JR JE, Steiner JF. Predicting declines in physical function in persons with multiple chronic medical conditions: what we can learn from the medical problem list. Health Qual Life Outcomes. 2004;2:47. Bayliss EA, Bayliss MS, Ware JR JE, Steiner JF. Predicting declines in physical function in persons with multiple chronic medical conditions: what we can learn from the medical problem list. Health Qual Life Outcomes. 2004;2:47.
8.
go back to reference WHO. International Classification of Functioning, Disability and Health. Geneva: World Health Organisation; 2001. WHO. International Classification of Functioning, Disability and Health. Geneva: World Health Organisation; 2001.
9.
go back to reference de Ridder D, Geenen R, Kuijer R, van Middledorp H. Psychological adjustment to chronic disease. Lancet. 2008;372:246–55. de Ridder D, Geenen R, Kuijer R, van Middledorp H. Psychological adjustment to chronic disease. Lancet. 2008;372:246–55.
10.
go back to reference Keefe FJ, Affleck G, France CR, Emery CF, Waters S, Caldwell DS, Stainbrook D, Hackshaw KV, Fox LC, Wilson K. Gender differences in pain, coping, and mood in individuals having osteoarthritic knee pain: a within-day analysis. Pain. 2004;110:571–7. Keefe FJ, Affleck G, France CR, Emery CF, Waters S, Caldwell DS, Stainbrook D, Hackshaw KV, Fox LC, Wilson K. Gender differences in pain, coping, and mood in individuals having osteoarthritic knee pain: a within-day analysis. Pain. 2004;110:571–7.
11.
go back to reference Bates MS, Edwards WT. Ethnic variations in the chronic pain experience. Ethn Dis. 1992;2:63–83.PubMed Bates MS, Edwards WT. Ethnic variations in the chronic pain experience. Ethn Dis. 1992;2:63–83.PubMed
12.
go back to reference Njoku MGC, Jason LA, Torres-Harding SR. The relationship among coping styles and fatigue in an ethnically diverse sample. Ethn Health. 2005;10:263–78.CrossRefPubMed Njoku MGC, Jason LA, Torres-Harding SR. The relationship among coping styles and fatigue in an ethnically diverse sample. Ethn Health. 2005;10:263–78.CrossRefPubMed
13.
go back to reference Lawes CMM, Vander Hoorn S, Rodgers A. International Society of Hypertension. Global burden of blood-pressure-related disease. Lancet. 2008;371:1513–8. Lawes CMM, Vander Hoorn S, Rodgers A. International Society of Hypertension. Global burden of blood-pressure-related disease. Lancet. 2008;371:1513–8.
14.
go back to reference Phaswana-Mafuya N, Peltzer K, Chirinda W, Musekiwa A, Kose Z, Hoosain E, Davids A, Ramlagan S. Self-reported prevalence of chronic non-communicable diseases and associated factors among older adults in South Africa. Glob Health Action. 2013;6:20936.CrossRef Phaswana-Mafuya N, Peltzer K, Chirinda W, Musekiwa A, Kose Z, Hoosain E, Davids A, Ramlagan S. Self-reported prevalence of chronic non-communicable diseases and associated factors among older adults in South Africa. Glob Health Action. 2013;6:20936.CrossRef
15.
go back to reference Council HSR. Study on global AGEing and adult health (SAGE) Wave 1 South Africa National Report. Pretoria: Human Sciences Research Council; 2012. Council HSR. Study on global AGEing and adult health (SAGE) Wave 1 South Africa National Report. Pretoria: Human Sciences Research Council; 2012.
16.
go back to reference Ustün TB, Kostanksek N, Chatterji S, Rehm J. Measuring health and disability: manual for WHO disability assessment schedule WHODAS 2.0. Geneva: World Health Organisation; 2010. Ustün TB, Kostanksek N, Chatterji S, Rehm J. Measuring health and disability: manual for WHO disability assessment schedule WHODAS 2.0. Geneva: World Health Organisation; 2010.
17.
go back to reference Von Korff M, Crane PK, Alonso J, Vilagut G, Angermeyer MC, Bruffaerts R, de Girolamo G, Gureje O, de Graaf R, Huang Y, Iwata N, Karam EG, Kovess V, Lara C, Levinson D, Posada-Villa J, Scott KM, Ormel J. Modified WHODAS-II provides valid measure of global disability but filter items increased skewness. J Clin Epidemiol. 2008;61:1132–43.CrossRef Von Korff M, Crane PK, Alonso J, Vilagut G, Angermeyer MC, Bruffaerts R, de Girolamo G, Gureje O, de Graaf R, Huang Y, Iwata N, Karam EG, Kovess V, Lara C, Levinson D, Posada-Villa J, Scott KM, Ormel J. Modified WHODAS-II provides valid measure of global disability but filter items increased skewness. J Clin Epidemiol. 2008;61:1132–43.CrossRef
18.
go back to reference da Silva SA, Scazufca M, Menezes PR. Population impact of depression on functional disability in elderly: results from “Sao Paulo Ageing & Health Study” (SPAH). Eur Arch Psychiatry Clin Neurosci. 2013;263:513–158.CrossRef da Silva SA, Scazufca M, Menezes PR. Population impact of depression on functional disability in elderly: results from “Sao Paulo Ageing & Health Study” (SPAH). Eur Arch Psychiatry Clin Neurosci. 2013;263:513–158.CrossRef
19.
go back to reference Yancik R, Ershler W, Satariano W, Hazzard W, Cohen HJ, Ferrucci CL. Report on the National Institute on Aging task force on comorbidity. J Gerontol A Biol Sci Med Sci. 2007;62:275–80. Yancik R, Ershler W, Satariano W, Hazzard W, Cohen HJ, Ferrucci CL. Report on the National Institute on Aging task force on comorbidity. J Gerontol A Biol Sci Med Sci. 2007;62:275–80.
20.
go back to reference Arokiasamy P, Uttamacharya U, Jain K, Biritwum RB, Yawsom AE, Wu F, Guo Y, Maximova T, Espinoza BM, Rodríguez AS, Asfar S, Pati S, Ice G, Banerjee S, Liebert MA, Snodgrass JJ, Naidoo N, Chatterji S, Kowal P. The impact of multimorbidity on adult physical and mental health in low and middle income countries: what does the study on global ageing and adult health (SAGE) reveal? BMC Med. 2015;13:178.CrossRefPubMedPubMedCentral Arokiasamy P, Uttamacharya U, Jain K, Biritwum RB, Yawsom AE, Wu F, Guo Y, Maximova T, Espinoza BM, Rodríguez AS, Asfar S, Pati S, Ice G, Banerjee S, Liebert MA, Snodgrass JJ, Naidoo N, Chatterji S, Kowal P. The impact of multimorbidity on adult physical and mental health in low and middle income countries: what does the study on global ageing and adult health (SAGE) reveal? BMC Med. 2015;13:178.CrossRefPubMedPubMedCentral
21.
go back to reference Almazán-Isla J, Comín-Comín M, Damián J, Alcalde-Cabero E, Ruiz C, Franco E, Martín G, Larrosa-Montañés LA, de Pedro-Cuesta J, DISCAP-ARAGON Research Group. Analysis of disability using WHODAS 2.0 among the middle-aged and elderly in Cinco Villas, Spain. Disabil Health J. 2014;7:78–87. Almazán-Isla J, Comín-Comín M, Damián J, Alcalde-Cabero E, Ruiz C, Franco E, Martín G, Larrosa-Montañés LA, de Pedro-Cuesta J, DISCAP-ARAGON Research Group. Analysis of disability using WHODAS 2.0 among the middle-aged and elderly in Cinco Villas, Spain. Disabil Health J. 2014;7:78–87.
22.
go back to reference Lloyd-Sherlock P, Beard J, Minicuci N, Ebrahim S, Chatterji S. Hypertension among older adults in low- and middle-income countries: prevalence, awareness and control. Int J Epidemiol. 2014;43:116–28.CrossRefPubMedPubMedCentral Lloyd-Sherlock P, Beard J, Minicuci N, Ebrahim S, Chatterji S. Hypertension among older adults in low- and middle-income countries: prevalence, awareness and control. Int J Epidemiol. 2014;43:116–28.CrossRefPubMedPubMedCentral
23.
go back to reference 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;52:27–37.CrossRefPubMed 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;52:27–37.CrossRefPubMed
24.
go back to reference Culter DM. Disability and the future of Medicare. N Engl J Med. 2003;349:1084–5.CrossRef Culter DM. Disability and the future of Medicare. N Engl J Med. 2003;349:1084–5.CrossRef
25.
go back to reference Norman R, Matzopoulos R, Groenewald P, Bradshaw D. The high burden of injuries in South Africa. Bull Word Health Organ. 2007;85:695–702.CrossRef Norman R, Matzopoulos R, Groenewald P, Bradshaw D. The high burden of injuries in South Africa. Bull Word Health Organ. 2007;85:695–702.CrossRef
26.
go back to reference Basu S, Millett C. Social epidemiology of hypertension in middle-income countries: determinants of prevalence, diagnosis, treatment and control in the WHO SAGE study. Hypertension. 2013;62:18–26.CrossRefPubMed Basu S, Millett C. Social epidemiology of hypertension in middle-income countries: determinants of prevalence, diagnosis, treatment and control in the WHO SAGE study. Hypertension. 2013;62:18–26.CrossRefPubMed
27.
go back to reference Goudge J, Gilson L, Russell S, Gumede T, Mills A. Affordability, availability and acceptability barriers to health care for the chronically ill: longitudinal case studies from South Africa. BMC Health Ser Res. 2009;9:75.CrossRef Goudge J, Gilson L, Russell S, Gumede T, Mills A. Affordability, availability and acceptability barriers to health care for the chronically ill: longitudinal case studies from South Africa. BMC Health Ser Res. 2009;9:75.CrossRef
28.
go back to reference Marengoni A, Angleman S, Fratiglioni L. Prevalence of disability according to multimorbidity and disease clustering: a population-based study. J Chem Theory Comput. 2011;1:11–8. Marengoni A, Angleman S, Fratiglioni L. Prevalence of disability according to multimorbidity and disease clustering: a population-based study. J Chem Theory Comput. 2011;1:11–8.
29.
go back to reference Marventano S, Ayala A, Gonzalez N, Rodrígeuz-Blázquez C, Garcia-Gutierrez S, Forjaz MJ. and the Spanish Research Group on Quality of Life and Ageing. Multimorbidity and functional status in community dwelling older adults. Eur J Intern Med. 2014;25:610–6.CrossRefPubMed Marventano S, Ayala A, Gonzalez N, Rodrígeuz-Blázquez C, Garcia-Gutierrez S, Forjaz MJ. and the Spanish Research Group on Quality of Life and Ageing. Multimorbidity and functional status in community dwelling older adults. Eur J Intern Med. 2014;25:610–6.CrossRefPubMed
30.
go back to reference Alaba O, Chola L. The social determinants of multimorbidity in South Africa. Intl J Equity Health. 2013;12:63.CrossRef Alaba O, Chola L. The social determinants of multimorbidity in South Africa. Intl J Equity Health. 2013;12:63.CrossRef
Metadata
Title
The impact of multi-morbidity on disability among older adults in South Africa: do hypertension and socio-demographic characteristics matter?
Authors
Philippa Waterhouse
Nele van der Wielen
Pamela Chirwa Banda
Andrew Amos Channon
Publication date
01-12-2017
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2017
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-017-0537-7

Other articles of this Issue 1/2017

International Journal for Equity in Health 1/2017 Go to the issue