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Published in: The European Journal of Health Economics 9/2015

01-12-2015 | Original Paper

An examination of the relationships between service use and alternative measures of obesity among community-dwelling adults in Ireland

Authors: Edel Doherty, Michelle Queally, Ciaran O’Neill

Published in: The European Journal of Health Economics | Issue 9/2015

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Abstract

Obesity has received increased attention arising from its increasing prevalence and the implications of obesity-related problems for society and the wider economy. To estimate healthcare and non-healthcare obesity impacts, many studies rely on body mass index (BMI) as a measure of obesity. However BMI is considered to be a noisy measure of total body fat that unlike some other measures does not capture fat distribution. This study uses one such measure, the waist-to-hip ratio, as both an alternative and in conjunction with BMI in the estimation of the relationship between adiposity and health service use. The article uses data from a large-scale study of older adults living in Ireland (the Tilda data set). The findings indicate that studies that include both measures of general and central adiposity may provide a more comprehensive characterisation of the relationship between healthcare service use and adiposity.
Footnotes
1
The residual term is created by using the adiposity measures as the only regressors on a count model with the number of chronic conditions as the dependent variable. The difference between the predicted and actual number of counts of chronic health conditions is the residual. The same approach was adopted by Doherty et al. [10] but for self-reported BMI.
 
2
We tested how sensitive the adiposity marginal effects were to the inclusion of sampling weights. We did not observe any significant differences; therefore the results presented in the paper are for the unweighted sample with robust standard errors.
 
Literature
1.
go back to reference Flegal, K.M., et al.: Prevalence and trends in obesity among US adults, 1999–2008. JAMA 303(3), 235–241 (2010)CrossRefPubMed Flegal, K.M., et al.: Prevalence and trends in obesity among US adults, 1999–2008. JAMA 303(3), 235–241 (2010)CrossRefPubMed
2.
go back to reference National Centre for Health Statistics: Health US 2004: with chartbook on trends in the health of Americans. Centre for Disease Control, Atlanta (2004) National Centre for Health Statistics: Health US 2004: with chartbook on trends in the health of Americans. Centre for Disease Control, Atlanta (2004)
3.
go back to reference Dee, A., Staines, A., McVeigh, T., Sweeney, M.R., O'Neill, C., Callan, A., Doherty, E., O’Dwyer, V., Kearns, K., Sharp, L., Kee, F., Hughes, J., Balanda, K., Perry, I.J.: The cost of overweight and obesity on the island of Ireland (Executive summary) Safefood November (2012) Dee, A., Staines, A., McVeigh, T., Sweeney, M.R., O'Neill, C., Callan, A., Doherty, E., O’Dwyer, V., Kearns, K., Sharp, L., Kee, F., Hughes, J., Balanda, K., Perry, I.J.: The cost of overweight and obesity on the island of Ireland (Executive summary) Safefood November (2012)
4.
go back to reference Guh, D.P., et al.: The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis. BMC public health 9(1), 88 (2009)PubMedCentralCrossRefPubMed Guh, D.P., et al.: The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis. BMC public health 9(1), 88 (2009)PubMedCentralCrossRefPubMed
5.
go back to reference Allender, S., Rayner, M.: The burden of overweight and obesity-related ill health in the UK. Obes. Rev. 8(5), 467–473 (2007)CrossRefPubMed Allender, S., Rayner, M.: The burden of overweight and obesity-related ill health in the UK. Obes. Rev. 8(5), 467–473 (2007)CrossRefPubMed
6.
go back to reference Butland, B.G. Britain, tackling obesities: future choices: Project Report. 2007: Department of Innovation Universities and Skills Butland, B.G. Britain, tackling obesities: future choices: Project Report. 2007: Department of Innovation Universities and Skills
7.
go back to reference Anis, A.H., et al.: Obesity and overweight in Canada: an updated cost-of-illness study. Obes. Rev. 11(1), 31–40 (2010)CrossRefPubMed Anis, A.H., et al.: Obesity and overweight in Canada: an updated cost-of-illness study. Obes. Rev. 11(1), 31–40 (2010)CrossRefPubMed
8.
go back to reference Finkelstein, E.A., et al.: The costs of obesity in the workplace. J. Occup. Environ. Med. 52(10), 971–976 (2010)CrossRefPubMed Finkelstein, E.A., et al.: The costs of obesity in the workplace. J. Occup. Environ. Med. 52(10), 971–976 (2010)CrossRefPubMed
9.
go back to reference Konnopka, A., Bödemann, M., König, H.-H.: Health burden and costs of obesity and overweight in Germany. Eur. J. Health Econ. 12(4), 345–352 (2011)CrossRefPubMed Konnopka, A., Bödemann, M., König, H.-H.: Health burden and costs of obesity and overweight in Germany. Eur. J. Health Econ. 12(4), 345–352 (2011)CrossRefPubMed
10.
go back to reference Doherty, E., Dee, A., O’Neill, C.: Estimating the amount of overweight and obesity related health-care use in the Republic of Ireland using SLÁN data. Econ. Soc. Rev. 43(2), 227–250 (2012) Doherty, E., Dee, A., O’Neill, C.: Estimating the amount of overweight and obesity related health-care use in the Republic of Ireland using SLÁN data. Econ. Soc. Rev. 43(2), 227–250 (2012)
12.
go back to reference Panel, N.O.E.I.E., Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults (1998) Panel, N.O.E.I.E., Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults (1998)
13.
14.
go back to reference Ho-Pham, L.T., Campbell,L.V., Nguyen T.V. More on body fat cutoff points. In Mayo Clinic Proceedings, Elsevier (2011) Ho-Pham, L.T., Campbell,L.V., Nguyen T.V. More on body fat cutoff points. In Mayo Clinic Proceedings, Elsevier (2011)
15.
go back to reference Pischon, T., et al.: General and abdominal adiposity and risk of death in Europe. N. Engl. J. Med. 359(20), 2105–2120 (2008)CrossRefPubMed Pischon, T., et al.: General and abdominal adiposity and risk of death in Europe. N. Engl. J. Med. 359(20), 2105–2120 (2008)CrossRefPubMed
16.
go back to reference Wang, Y., et al.: Comparison of abdominal adiposity and overall obesity in predicting risk of type 2 diabetes among men. Am. J. Clin. Nutr. 81(3), 555–563 (2005)PubMed Wang, Y., et al.: Comparison of abdominal adiposity and overall obesity in predicting risk of type 2 diabetes among men. Am. J. Clin. Nutr. 81(3), 555–563 (2005)PubMed
17.
go back to reference Schneider, H.J., et al.: Accuracy of anthropometric indicators of obesity to predict cardiovascular risk. J. Clin. Endocrinol. Metab. 92(2), 589–594 (2007)CrossRefPubMed Schneider, H.J., et al.: Accuracy of anthropometric indicators of obesity to predict cardiovascular risk. J. Clin. Endocrinol. Metab. 92(2), 589–594 (2007)CrossRefPubMed
18.
go back to reference Lee, C.M.Y., et al.: Indices of abdominal obesity are better discriminators of cardiovascular risk factors than BMI: a meta-analysis. J. Clin. Epidemiol. 61(7), 646–653 (2008)CrossRefPubMed Lee, C.M.Y., et al.: Indices of abdominal obesity are better discriminators of cardiovascular risk factors than BMI: a meta-analysis. J. Clin. Epidemiol. 61(7), 646–653 (2008)CrossRefPubMed
19.
go back to reference Finkelstein, E.A., et al.: Obesity and severe obesity forecasts through 2030. Am. J. Prev. Med. 42(6), 563–570 (2012)CrossRefPubMed Finkelstein, E.A., et al.: Obesity and severe obesity forecasts through 2030. Am. J. Prev. Med. 42(6), 563–570 (2012)CrossRefPubMed
20.
go back to reference Tsai, A.G., Williamson, D.F., Glick, H.A.: Direct medical cost of overweight and obesity in the USA: a quantitative systematic review. Obes. Rev. 12(1), 50–61 (2011)PubMedCentralCrossRefPubMed Tsai, A.G., Williamson, D.F., Glick, H.A.: Direct medical cost of overweight and obesity in the USA: a quantitative systematic review. Obes. Rev. 12(1), 50–61 (2011)PubMedCentralCrossRefPubMed
21.
go back to reference Cornier, M.A., et al.: Relationship between waist circumference, body mass index, and medical care costs. Obes. Res. 10(11), 1167–1172 (2002)CrossRefPubMed Cornier, M.A., et al.: Relationship between waist circumference, body mass index, and medical care costs. Obes. Res. 10(11), 1167–1172 (2002)CrossRefPubMed
22.
go back to reference Colagiuri, S., et al.: The cost of overweight and obesity in Australia. Med. J. Aust. 192(5), 260–264 (2010)PubMed Colagiuri, S., et al.: The cost of overweight and obesity in Australia. Med. J. Aust. 192(5), 260–264 (2010)PubMed
23.
go back to reference Burkhauser, R.V., Cawley, J.: Beyond BMI: the value of more accurate measures of fatness and obesity in social science research. J. Health Econ. 27(2), 519–529 (2008)CrossRefPubMed Burkhauser, R.V., Cawley, J.: Beyond BMI: the value of more accurate measures of fatness and obesity in social science research. J. Health Econ. 27(2), 519–529 (2008)CrossRefPubMed
24.
go back to reference Johansson, E., et al.: Obesity and labour market success in Finland: The difference between having a high BMI and being fat. Econ. Human Biol. 7(1), 36–45 (2009)CrossRef Johansson, E., et al.: Obesity and labour market success in Finland: The difference between having a high BMI and being fat. Econ. Human Biol. 7(1), 36–45 (2009)CrossRef
27.
go back to reference Berkman, L.F., Syme, S.L.: Social networks, host resistance, and mortality: a nine-year follow-up study of Alameda County residents. Am. J. Epidemiol. 109(2), 186–204 (1979)PubMed Berkman, L.F., Syme, S.L.: Social networks, host resistance, and mortality: a nine-year follow-up study of Alameda County residents. Am. J. Epidemiol. 109(2), 186–204 (1979)PubMed
28.
go back to reference McGregor, P., McKee, P., O’Neill, C.: GP utilisation in Northern Ireland: exploiting the gatekeeper function. Econ. Soc. Rev. 37(1), 71 (2006) McGregor, P., McKee, P., O’Neill, C.: GP utilisation in Northern Ireland: exploiting the gatekeeper function. Econ. Soc. Rev. 37(1), 71 (2006)
29.
go back to reference Bertakis, K.D., Azari, R.: Obesity and the use of health care services. Obes. Res. 13(2), 372–379 (2005)CrossRefPubMed Bertakis, K.D., Azari, R.: Obesity and the use of health care services. Obes. Res. 13(2), 372–379 (2005)CrossRefPubMed
30.
go back to reference Heithoff, K.A., et al.: The association between body mass and health care expenditures. Clin. Ther. 19(4), 811–820 (1997)CrossRefPubMed Heithoff, K.A., et al.: The association between body mass and health care expenditures. Clin. Ther. 19(4), 811–820 (1997)CrossRefPubMed
31.
go back to reference Quesenberry, C.P., Caan, B., Jacobson, A.: Obesity, health services use, and health care costs among members of a health maintenance organization. Arch. Intern. Med. 158(5), 466–472 (1998)CrossRefPubMed Quesenberry, C.P., Caan, B., Jacobson, A.: Obesity, health services use, and health care costs among members of a health maintenance organization. Arch. Intern. Med. 158(5), 466–472 (1998)CrossRefPubMed
32.
go back to reference Raebel, M.A., et al.: Health services use and health care costs of obese and nonobese individuals. Arch. Intern. Med. 164(19), 2135–2140 (2004)CrossRefPubMed Raebel, M.A., et al.: Health services use and health care costs of obese and nonobese individuals. Arch. Intern. Med. 164(19), 2135–2140 (2004)CrossRefPubMed
33.
go back to reference Wolf, A.M.: Economic outcomes of the obese patient. Obes. Res. 10(S1), 58S–62S (2012) Wolf, A.M.: Economic outcomes of the obese patient. Obes. Res. 10(S1), 58S–62S (2012)
Metadata
Title
An examination of the relationships between service use and alternative measures of obesity among community-dwelling adults in Ireland
Authors
Edel Doherty
Michelle Queally
Ciaran O’Neill
Publication date
01-12-2015
Publisher
Springer Berlin Heidelberg
Published in
The European Journal of Health Economics / Issue 9/2015
Print ISSN: 1618-7598
Electronic ISSN: 1618-7601
DOI
https://doi.org/10.1007/s10198-014-0643-z

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