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Published in: BMC Medicine 1/2014

Open Access 01-12-2014 | Research article

Hospital admissions in relation to body mass index in UK women: a prospective cohort study

Authors: Gillian K Reeves, Angela Balkwill, Benjamin J Cairns, Jane Green, Valerie Beral, the Million Women Study Collaborators

Published in: BMC Medicine | Issue 1/2014

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Abstract

Background

Adiposity is associated with many adverse health outcomes but little direct evidence exists about its impact on the use of health care services. We aim to describe the relationship between body mass index (BMI) and rates of hospital admission in middle-aged UK women.

Methods

Among 1,251,619 Million Women Study participants, 50- to 64-years old at entry into the study, routine data on hospital admissions were used to estimate hospitalization rates according to BMI after standardization for age, region of recruitment, socioeconomic status, reproductive history, smoking status, hormonal therapy use and alcohol intake. Proportional hazards models were used to estimate adjusted relative risks of hospitalization separately for 25 common types of admission.

Results

During an average of 9.2 years follow-up, there were 2,834,016 incident hospital admissions. In women with BMIs (in kg/m2) of <22.5, 22.5 to <25, 25 to <30, 30 to <35 and 35+ standardized admission rates (and 95% confidence intervals (CIs)) per woman over a 10-year period were 2.4 (2.4 to 2.4), 2.4 (2.3 to 2.4), 2.6 (2.6 to 2.6), 3.0 (3.0 to 3.0) and 3.5 (3.4 to 3.5), respectively (P-value for heterogeneity <0.001). The relative increase in admission rates per 5 kg/m2 increase in BMI was 1.12 (1.12 to 1.13). This relationship did not vary materially by age. Corresponding average durations of stay (in days) per hospital visit within the same categories of BMI were: 3.1 (3.1 to 3.2), 2.8 (2.7 to 2.8), 2.9 (2.9 to 2.9), 3.2 (3.1 to 3.2) and 3.8 (3.7 to 3.8), respectively (P <0.001).
Significant increases in the risk of admission with increasing BMI were observed for 19 of the 25 types of hospital admission considered. BMI was most strongly associated with admissions with diabetes, knee-replacement, gallbladder disease and venous thromboembolism, but marked associations were found with many other common categories of admission including cataracts, carpal tunnel syndrome and diverticulitis.

Conclusions

Among women 50- to 84-years old in England, around one in eight hospital admissions are likely to be attributable to overweight or obesity, translating to around 420,000 extra hospital admissions and two million extra days spent in hospital, annually.
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Literature
1.
go back to reference National Centre Social Research and Royal Free and University College Medical School Department of Epidemiology and Public Health. Health Survey for England, 2010. 2012, Colchester, Essex: UK Data Archive. SN: 6986, 1 National Centre Social Research and Royal Free and University College Medical School Department of Epidemiology and Public Health. Health Survey for England, 2010. 2012, Colchester, Essex: UK Data Archive. SN: 6986, 1
2.
go back to reference Guh DP, Zhang W, Bansback N, Amarsi Z, Laird Birmingham C, Anis AH: The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis. BMC Public Health. 2009, 9: 88-10.1186/1471-2458-9-88.CrossRefPubMedPubMedCentral Guh DP, Zhang W, Bansback N, Amarsi Z, Laird Birmingham C, Anis AH: The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis. BMC Public Health. 2009, 9: 88-10.1186/1471-2458-9-88.CrossRefPubMedPubMedCentral
3.
go back to reference Reeves GK, Pirie K, Beral V, Green J, Spencer E, Bull D, for the Million Women Study Collaborators: Cancer incidence and mortality in relation to body mass index in the Million Women Study: cohort study. BMJ. 2011, 335: 1134.CrossRef Reeves GK, Pirie K, Beral V, Green J, Spencer E, Bull D, for the Million Women Study Collaborators: Cancer incidence and mortality in relation to body mass index in the Million Women Study: cohort study. BMJ. 2011, 335: 1134.CrossRef
4.
go back to reference Withrow D, Alter DA: The economic burden of obesity worldwide: a systematic review of the direct costs of obesity. Obes Rev. 2011, 12: 131-141. 10.1111/j.1467-789X.2009.00712.x.CrossRefPubMed Withrow D, Alter DA: The economic burden of obesity worldwide: a systematic review of the direct costs of obesity. Obes Rev. 2011, 12: 131-141. 10.1111/j.1467-789X.2009.00712.x.CrossRefPubMed
5.
go back to reference Wang YC, McPherson K, Marsh T, Gortmaker SL, Brown M: Health and economic burden of the projected obesity trends in the USA and the UK. Lancet. 2011, 378: 815-825. 10.1016/S0140-6736(11)60814-3.CrossRefPubMed Wang YC, McPherson K, Marsh T, Gortmaker SL, Brown M: Health and economic burden of the projected obesity trends in the USA and the UK. Lancet. 2011, 378: 815-825. 10.1016/S0140-6736(11)60814-3.CrossRefPubMed
6.
go back to reference Hart CL, Hole DJ, Lawlor DA, Davey-Smith G: Obesity and use of acute hospital services in participants of the Renfrew/Paisley study. J Public Health. 2007, 29: 53-56. 10.1093/pubmed/fdl088.CrossRef Hart CL, Hole DJ, Lawlor DA, Davey-Smith G: Obesity and use of acute hospital services in participants of the Renfrew/Paisley study. J Public Health. 2007, 29: 53-56. 10.1093/pubmed/fdl088.CrossRef
7.
go back to reference Wulff J, Wild SH: The relationship between body mass index and number of days spent in hospital in Scotland. Scott Med J. 2011, 56: 135-140. 10.1258/smj.2011.011110.CrossRefPubMed Wulff J, Wild SH: The relationship between body mass index and number of days spent in hospital in Scotland. Scott Med J. 2011, 56: 135-140. 10.1258/smj.2011.011110.CrossRefPubMed
8.
go back to reference Chen Y, Jiang Y, Mao Y: Hospital admissions associated with body mass in Canadian adults. Int J Obes (Lond). 2007, 31: 962-967. 10.1038/sj.ijo.0803530.CrossRef Chen Y, Jiang Y, Mao Y: Hospital admissions associated with body mass in Canadian adults. Int J Obes (Lond). 2007, 31: 962-967. 10.1038/sj.ijo.0803530.CrossRef
9.
go back to reference Yan LL, Daviglus ML, Liu K, Stamler J, Wang R, Pirzada A, Garside DB, Dyer AR, Van Horn L, Liao Y, Fries JF, Greenland P: Midlife body mass index and hospitalization and mortality in older age. JAMA. 2006, 295: 190-198. 10.1001/jama.295.2.190.CrossRefPubMed Yan LL, Daviglus ML, Liu K, Stamler J, Wang R, Pirzada A, Garside DB, Dyer AR, Van Horn L, Liao Y, Fries JF, Greenland P: Midlife body mass index and hospitalization and mortality in older age. JAMA. 2006, 295: 190-198. 10.1001/jama.295.2.190.CrossRefPubMed
10.
go back to reference Raebel MA, Malone DC, Conner DA, Xu S, Porter JA, Lanty FA: Health services use and health care costs of obese and nonobese individuals. Arch Intern Med. 2004, 164: 2135-2140. 10.1001/archinte.164.19.2135.CrossRefPubMed Raebel MA, Malone DC, Conner DA, Xu S, Porter JA, Lanty FA: Health services use and health care costs of obese and nonobese individuals. Arch Intern Med. 2004, 164: 2135-2140. 10.1001/archinte.164.19.2135.CrossRefPubMed
11.
go back to reference Luchsinger JA, Lee W, Carrasquillo O, Rabinowitz D, Shea S: Body mass index and hospitalization in the elderly. J Am Geriatr Soc. 2003, 51: 1615-1620. 10.1046/j.1532-5415.2003.51513.x.CrossRefPubMed Luchsinger JA, Lee W, Carrasquillo O, Rabinowitz D, Shea S: Body mass index and hospitalization in the elderly. J Am Geriatr Soc. 2003, 51: 1615-1620. 10.1046/j.1532-5415.2003.51513.x.CrossRefPubMed
12.
go back to reference Guallar-Castillon P, Lopez Garcia E, Lozano Palacios L, Gutierrez-Fisac JL, Banegas Banegas JR, Lafuente Urdinguio PJ, Rodriguez Artalejo F: The relationship of overweight and obesity with subjective health and use of health-care services among Spanish women. Int J Obes (Lond). 2002, 26: 247-252. 10.1038/sj.ijo.0801862.CrossRef Guallar-Castillon P, Lopez Garcia E, Lozano Palacios L, Gutierrez-Fisac JL, Banegas Banegas JR, Lafuente Urdinguio PJ, Rodriguez Artalejo F: The relationship of overweight and obesity with subjective health and use of health-care services among Spanish women. Int J Obes (Lond). 2002, 26: 247-252. 10.1038/sj.ijo.0801862.CrossRef
13.
go back to reference Schafer MH, Ferraro KF: Long-term obesity and avoidable hospitalization among younger, middle-aged and older adults. Arch Intern Med. 2007, 167: 2220-2225. 10.1001/archinte.167.20.2220.CrossRefPubMedPubMedCentral Schafer MH, Ferraro KF: Long-term obesity and avoidable hospitalization among younger, middle-aged and older adults. Arch Intern Med. 2007, 167: 2220-2225. 10.1001/archinte.167.20.2220.CrossRefPubMedPubMedCentral
14.
go back to reference Korda RJ, Liu B, Clements MS, Bauman AE, Jorm LR, Bambrick HJ, Banks E: Prospective cohort study of body mass index and the risk of hospitalisation: findings from 246,361 participants in the 45 and up study. Int J Obesity. 2012, 37: 790-799.CrossRef Korda RJ, Liu B, Clements MS, Bauman AE, Jorm LR, Bambrick HJ, Banks E: Prospective cohort study of body mass index and the risk of hospitalisation: findings from 246,361 participants in the 45 and up study. Int J Obesity. 2012, 37: 790-799.CrossRef
17.
go back to reference Kendrick S, Clarke J: The Scottish Record Linkage System. Health Bull (Edinb). 1993, 51: 72-79. Kendrick S, Clarke J: The Scottish Record Linkage System. Health Bull (Edinb). 1993, 51: 72-79.
18.
go back to reference World Health Organization: International Statistical Classification of Diseases and Related Health Problems. 1992, Geneva World Health Organization: International Statistical Classification of Diseases and Related Health Problems. 1992, Geneva
19.
go back to reference Office of Population Censuses and Surveys: Tabular list of the Classification of Surgical Operations and Procedures, 4th revision. 1992, London: HMSO Office of Population Censuses and Surveys: Tabular list of the Classification of Surgical Operations and Procedures, 4th revision. 1992, London: HMSO
20.
go back to reference Sturmer T, Glynn RJ, Kliebsch U, Brenner H: Analytic strategies for recurrent events in epidemiologic studies: background and application to hospitalization risk in the elderly. J Clin Epidemiol. 2000, 53: 57-64. 10.1016/S0895-4356(99)00137-7.CrossRefPubMed Sturmer T, Glynn RJ, Kliebsch U, Brenner H: Analytic strategies for recurrent events in epidemiologic studies: background and application to hospitalization risk in the elderly. J Clin Epidemiol. 2000, 53: 57-64. 10.1016/S0895-4356(99)00137-7.CrossRefPubMed
21.
go back to reference Townsend P, Phillimore P, Beattie A: Health and Deprivation: Inequality and the North. 1988, London: Croom Helm Townsend P, Phillimore P, Beattie A: Health and Deprivation: Inequality and the North. 1988, London: Croom Helm
22.
go back to reference MacMahon S, Peto R, Cutler J, Collins R, Sorlie P, Neaton J, Abbott R, Godwin J, Dyer A, Stamler J: Blood pressure, stroke, and coronary heart disease. Part 1, Prolonged differences in blood pressure: prospective observational studies corrected for the regression dilution bias. Lancet. 1990, 335: 765-774. 10.1016/0140-6736(90)90878-9.CrossRefPubMed MacMahon S, Peto R, Cutler J, Collins R, Sorlie P, Neaton J, Abbott R, Godwin J, Dyer A, Stamler J: Blood pressure, stroke, and coronary heart disease. Part 1, Prolonged differences in blood pressure: prospective observational studies corrected for the regression dilution bias. Lancet. 1990, 335: 765-774. 10.1016/0140-6736(90)90878-9.CrossRefPubMed
23.
go back to reference Easton DF, Peto J, Babiker AG: Floating absolute risk: an alternative to relative risk in survival and case–control analysis avoiding an arbitrary reference group. Stat Med. 1991, 10: 1025-1035. 10.1002/sim.4780100703.CrossRefPubMed Easton DF, Peto J, Babiker AG: Floating absolute risk: an alternative to relative risk in survival and case–control analysis avoiding an arbitrary reference group. Stat Med. 1991, 10: 1025-1035. 10.1002/sim.4780100703.CrossRefPubMed
24.
go back to reference National Centre for Social Research and University College London Department of Epidemiology and Public Health. Health Survey for England, 2006. 2011, Colchester, Essex: UK Data Archive. SN: 5809, 4 National Centre for Social Research and University College London Department of Epidemiology and Public Health. Health Survey for England, 2006. 2011, Colchester, Essex: UK Data Archive. SN: 5809, 4
25.
go back to reference National Centre for Social Research and University College London Department of Epidemiology and Public Health. Health Survey for England, 2007. 2010, Colchester, Essex: UK Data Archive. SN: 6112, 2 National Centre for Social Research and University College London Department of Epidemiology and Public Health. Health Survey for England, 2007. 2010, Colchester, Essex: UK Data Archive. SN: 6112, 2
26.
go back to reference National Centre for Social Research and University College London Department of Epidemiology and Public Health. Health Survey for England, 2008. 2011, Colchester, Essex: UK Data Archive. SN: 6397, 3 National Centre for Social Research and University College London Department of Epidemiology and Public Health. Health Survey for England, 2008. 2011, Colchester, Essex: UK Data Archive. SN: 6397, 3
27.
go back to reference National Centre for Social Research and University College London Department of Epidemiology and Public Health. Health Survey for England, 2009. 2011, Colchester, Essex: UK Data Archive. SN: 6732, 2 National Centre for Social Research and University College London Department of Epidemiology and Public Health. Health Survey for England, 2009. 2011, Colchester, Essex: UK Data Archive. SN: 6732, 2
28.
go back to reference Hjern F, Wolk A, Håkansson N: Obesity, physical inactivity, and colonic diverticular disease requiring hospitalization in women: a prospective cohort study. Am J Gastroenterol. 2011, 107: 296-302.CrossRefPubMed Hjern F, Wolk A, Håkansson N: Obesity, physical inactivity, and colonic diverticular disease requiring hospitalization in women: a prospective cohort study. Am J Gastroenterol. 2011, 107: 296-302.CrossRefPubMed
29.
go back to reference Wang FW, Tu MS, Mar GY, Chuang HY, Yu HC, Cheng LC, Hsu PI: Prevalence and risk factors of asymptomatic peptic ulcer disease in Taiwan. World J Gastroenterol. 2011, 17: 1199-1203. 10.3748/wjg.v17.i9.1199.CrossRefPubMedPubMedCentral Wang FW, Tu MS, Mar GY, Chuang HY, Yu HC, Cheng LC, Hsu PI: Prevalence and risk factors of asymptomatic peptic ulcer disease in Taiwan. World J Gastroenterol. 2011, 17: 1199-1203. 10.3748/wjg.v17.i9.1199.CrossRefPubMedPubMedCentral
30.
go back to reference Menon S, Trudgill N: Risk factors in the aetiology of hiatus hernia: a meta-analysis. Eur J Gastroenterol Hepatol. 2011, 23: 133-138. 10.1097/MEG.0b013e3283426f57.CrossRefPubMed Menon S, Trudgill N: Risk factors in the aetiology of hiatus hernia: a meta-analysis. Eur J Gastroenterol Hepatol. 2011, 23: 133-138. 10.1097/MEG.0b013e3283426f57.CrossRefPubMed
31.
go back to reference Marshall LM, Spiegelman D, Manson JE, Goldman MB, Barbieri RL, Stampfer MJ, Willett WC, Hunter DJ: Risk of uterine leiomyomata among premenopausal women in relation to body size and cigarette smoking. Epidemiology. 1998, 9: 511-517. 10.1097/00001648-199809000-00007.CrossRefPubMed Marshall LM, Spiegelman D, Manson JE, Goldman MB, Barbieri RL, Stampfer MJ, Willett WC, Hunter DJ: Risk of uterine leiomyomata among premenopausal women in relation to body size and cigarette smoking. Epidemiology. 1998, 9: 511-517. 10.1097/00001648-199809000-00007.CrossRefPubMed
32.
go back to reference Parazzini F, Chiaffarino F, Polverino G, Chiantera V, Surace M, La Vecchia C: Uterine fibroids risk and history of selected medical conditions linked with female hormones. Eur J Epidemiol. 2004, 19: 249-253.CrossRefPubMed Parazzini F, Chiaffarino F, Polverino G, Chiantera V, Surace M, La Vecchia C: Uterine fibroids risk and history of selected medical conditions linked with female hormones. Eur J Epidemiol. 2004, 19: 249-253.CrossRefPubMed
33.
go back to reference Hillier R, Podger MJ, Sperduto RD, Nowroozi L, Wilson PW, Dagostino RB, Colton T: A longitudinal study of body mass index and lens opacities. The Framingham Studies. Opthamology. 1998, 105: 1244-1250. 10.1016/S0161-6420(98)97029-4.CrossRef Hillier R, Podger MJ, Sperduto RD, Nowroozi L, Wilson PW, Dagostino RB, Colton T: A longitudinal study of body mass index and lens opacities. The Framingham Studies. Opthamology. 1998, 105: 1244-1250. 10.1016/S0161-6420(98)97029-4.CrossRef
34.
go back to reference Weintraub JM, Willett WC, Rosner B, Colditz GA, Seddon JM, Hankinson SE: A prospective study of the relationship between body mass index and cataract extraction among US men and women. Int J Obes Relat Metab Disord. 2002, 26: 1588-1595. 10.1038/sj.ijo.0802158.CrossRefPubMed Weintraub JM, Willett WC, Rosner B, Colditz GA, Seddon JM, Hankinson SE: A prospective study of the relationship between body mass index and cataract extraction among US men and women. Int J Obes Relat Metab Disord. 2002, 26: 1588-1595. 10.1038/sj.ijo.0802158.CrossRefPubMed
35.
go back to reference Geoghegan JM, Clark DI, Bainbridge IC, Smith C, Hubbard R: Risk factors in carpal tunnel syndrome. J Hand Surg. 2004, 29: 315-320. 10.1016/j.jhsb.2004.02.009.CrossRef Geoghegan JM, Clark DI, Bainbridge IC, Smith C, Hubbard R: Risk factors in carpal tunnel syndrome. J Hand Surg. 2004, 29: 315-320. 10.1016/j.jhsb.2004.02.009.CrossRef
36.
go back to reference Karpitskaya Y, Novak CB, Mackinnon SE: Prevalence of smoking, obesity, diabetes mellitus, and thyroid disease in patients with carpal tunnel syndrome. Ann Plast Surg. 2002, 48: 269-273. 10.1097/00000637-200203000-00007.CrossRefPubMed Karpitskaya Y, Novak CB, Mackinnon SE: Prevalence of smoking, obesity, diabetes mellitus, and thyroid disease in patients with carpal tunnel syndrome. Ann Plast Surg. 2002, 48: 269-273. 10.1097/00000637-200203000-00007.CrossRefPubMed
37.
go back to reference Mattioli S, Baldasseroni A, Bovenzi M, Curti S, Cooke RMT, Campo G, Barbieri PG, Ghersi R, Broccoli M, Cancellieri MP, Colao AM, Dell’Omo M, Fateh-Moghadam P, Franceschini F, Fucksia S, Galli P, Gobba F, Lucchini R, Mandes A, Marras T, Sgarrella C, Borghesi S, Fierro M, Zanardi F, Mancini G, Violante FS: Risk factors for operated carpal tunnel syndrome: a multicenter population based case–control study. BMC Public Health. 2009, 9: 343-10.1186/1471-2458-9-343.CrossRefPubMedPubMedCentral Mattioli S, Baldasseroni A, Bovenzi M, Curti S, Cooke RMT, Campo G, Barbieri PG, Ghersi R, Broccoli M, Cancellieri MP, Colao AM, Dell’Omo M, Fateh-Moghadam P, Franceschini F, Fucksia S, Galli P, Gobba F, Lucchini R, Mandes A, Marras T, Sgarrella C, Borghesi S, Fierro M, Zanardi F, Mancini G, Violante FS: Risk factors for operated carpal tunnel syndrome: a multicenter population based case–control study. BMC Public Health. 2009, 9: 343-10.1186/1471-2458-9-343.CrossRefPubMedPubMedCentral
38.
go back to reference Gerstenblith M, Rajaraman P, Khaykin E, Doody MM, Alexander BH, Linet MS, Freedman DM: Basal cell carcinoma and anthropometric factors in the U.S. radiologic technologists cohort study. Int J Cancer. 2011, 131: 149-155.CrossRef Gerstenblith M, Rajaraman P, Khaykin E, Doody MM, Alexander BH, Linet MS, Freedman DM: Basal cell carcinoma and anthropometric factors in the U.S. radiologic technologists cohort study. Int J Cancer. 2011, 131: 149-155.CrossRef
Metadata
Title
Hospital admissions in relation to body mass index in UK women: a prospective cohort study
Authors
Gillian K Reeves
Angela Balkwill
Benjamin J Cairns
Jane Green
Valerie Beral
the Million Women Study Collaborators
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2014
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/1741-7015-12-45

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