Highlights
- •Hospital stay in the last year of life differs by gender for adults 85+ years.
- •Women admitted for influenza are associated with shorter length of stay in hospital.
- •Men with poor health behaviours, falls and organ failure have longer length of stay
Abstract
Objectives
Explore characteristics of hospital use for adults aged 85 and over in their last
year of life and examine factors associated with cumulative overnight length of stay
(LOS).
Data source/study setting
NSW 45 and Up Study linked with hospital data.
Study design
Longitudinal cohort study.
Methods
Quantile regression models were performed for men and women (N = 3145) to examine heterogeneity in predictors of overnight hospital admissions.
Coefficients were estimated at the 25th, 50th, 75th and 90th percentiles of the LOS
distribution.
Principal findings
86% had at least one hospitalisation in their last year of life, with 60% dying in
hospital. For men, first admission for organ failure was associated with a 26 day
increase at the 90th LOS percentile, and a 0.22 day increase at the 10th percentile
compared to men with cancer. Women admitted with influenza had decreased LOS of 20.5 days
at the 75th percentile and 6 to 8 fewer days at the lower percentiles compared to
those women with cancer.
Conclusions
Poor health behaviours were a major driver of highest LOS among older men, pointing
to opportunities to achieve health care savings through prevention. For older women,
influenza was associated with shorter LOS, which could be an indicator of the high
and rapid mortality rates at older ages, and may be easily prevented. Other factors
associated with LOS among women, included where they lived before they were admitted,
and discharge destination.
Keywords
Abbreviations:
LOS (Length of stay), NSW (New South Wales), BMI (Body mass index), ICD-10 (International Statistical Classification of Diseases and Related Health Problems (10th revision)), COD (Cause of death), OLS (Ordinal least square), IQR (Inter-quartile range)To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to European Journal of Internal MedicineAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- World population ageing 2013.United Nations, New York2013
- Intergenerational Report. Australia in 2055.Canberra, Commonwealth of Australia2015: 2015
- Australia's hospitals 2013–14: At a glance.Canberra, Australian Institute of Health and Welfare2015
- Health care service utilization among the elderly: findings from the study to understand the chronic condition experience of the elderly and the disabled (SUCCEED project).J Eval Clin Pract. 2008; 14: 1044-1049
- Compression of morbidity 1980–2011: a focused review of paradigms and progress.J Aging Res. 2011; 2011: 261702
- Health care use at the end of life among older adults: does it vary by age?.J Gerontol Ser A Biol Sci Med Sci. 2007; 62: 400-407
- In-region versus out-of-region hospitalizations at the end of life among older rural residents: the relationship between personal and system-related factors.J Gerontol Ser A Biol Sci Med Sci. 2011; 66: 1328-1335
- Use of hospitals at age 90. A population-based study.Arch Gerontol Geriatr. 2004; 39: 93-102
- Transitions between care settings at the end of lLife in the Netherlands: results from a Nationwide study.Palliat Med. 2010; 24: 166-174
- Hospital and emergency department use in the last year of life: a baseline for future modifications to end-of-life care.Med J Aust. 2011; 194: 570-573
- End of life hospitalisations differ for older Australian women according to death trajectory: a longitudinal data linkage study.BMC Health Serv Res. 2016; 16: 484
- Not just specific diseases: systematic review of the association of geriatric syndromes with hospitalization or nursing home admission.Arch Gerontol Geriatr. 2013; 57: 16-26
- 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 Obes (Lond). 2012; 37: 790-799
- Incidence and main factors associated with early unplanned hospital readmission among French medical inpatients aged 75 and over admitted through emergency units.Age Ageing. 2008; 37: 416-422
- A comparison of frequent and infrequent visitors to an urban emergency department.J Emerg Med. 2010; 38: 115-121
- Loss of Independence in activities of daily living in older adults hospitalized with medical illnesses: increased vulnerability with age.J Am Geriatr Soc. 2003; 51: 451-458
- Importance of functional measures in predicting mortality among older hospitalized patients.JAMA. 1998; 279: 1187-1193
- Determinants of medical expenditures in the last 6 months of life.Ann Intern Med. 2011; 154: 235-242
- Better palliative care of older people.World Health Organisation, Geneva2004
- Family perspectives on end-of-life care at the last place of care.JAMA. 2004; 291: 88-93
- Is dying in hospital better than home in incurable cancer and what factors influence this?.Popul Based Stud BMC Med. 2015; 13: 235
- End-of-life decision-making in six European countries: descriptive study.Lancet. 2003; 362: 345-350
- A population-based study of age inequalities in access to palliative care among cancer patients.Med Care. 2008; 46: 1203-1211
- Factors associated with site of death: a national study of where people die.Med Care. 2003; 41: 323-335
- Cohort profile: the 45 and up study.Int J Epidemiol. 2008; 37: 941-947
- CHeReL quality assurance.2015 (cited 2015 Accessed 10 November 2015. Available from:)
- Consultation on Obesity. Obesity: report to WHO consultation.World Health Organization, Geneva1999
- The value of time in longitudinal studies of ageing. lessons from the Australian longitudinal study on women's health.Australas J Ageing. 2011; 30: 6-12
- Quantile regression : theory and applications (Wiley series in probability and statistics).John Wiley & Sons, Somerset, NJ, USA2013
- Quantile regression.J Econ Perspect. 2001; 15: 143-156
- Goodness of fit and related inference processes for quantile regression.J Am Stat Assoc. 1999; : 1296
Rosenwax LK, McNamara BA, Murray K, McCabe RJ, Aoun SM, Currow DC. Hospital and emergency department use in the last year of life: a baseline for future modifications to end-of-life care. Med J Aust 194(11):570–573.
- Acute hospital-based services used by adults during the last year of life in New South Wales, Australia: a population-based retrospective cohort study Bmc health services research.15. 2015: 14
- Hospital costs of older people in New South Wales in the last year of life.Med J Aust. 2007; 187: 383-386
- Health care costs in the last year of life--the Dutch experience.Soc Sci Med. 2006; 63: 1720-1731
- Future health care costs--do health care costs during the last year of life matter?.Health Policy. 2002; 62: 161-172
- Health care expenditure in the last months of life.J Health Econ. 2000; 19: 679-695
- Prevention of chronic disease in the 21st century: elimination of the leading preventable causes of premature death and disability in the USA.Lancet. 2014; 384: 45-52
- Contribution of deaths related to alcohol or smoking to the gender difference in life expectancy: finland in the early 1990s.Eur J Public Health. 2004; 14: 422-427
- Men: good health and high mortality. Sex differences in health and aging.Aging Clin Exp Res. 2008; 20: 91-102
- Are men shortchanged on health? Perspective on health care utilization and health risk behavior in men and women in the United States.Int J Clin Pract. 2010; 64: 475-487
- Impact of physical activity on hospitalization in older adults: a nationwide cohort from Taiwan.Arch Gerontol Geriatr. 2011; 53: 141-145
- Relationship of body mass index and physical activity to health care costs among employees.J Occup Environ Med Am Coll Occup Environ Med. 2004; 46: 428-436
- Predicting mortality of elderly patients acutely admitted to the Department of Internal Medicine.Int J Clin Pract. 2015; 69: 501-508
- Patterns of hospitalization risk for women surviving into very old age: findings from the Australian longitudinal study on Women's health.Med Care. 2016; 55: 352-361
- Age- and sex-related risk factors for influenza-associated mortality in the United States between 1997–2007.Am J Epidemiol. 2014; 179: 156-167
- Age differences in fall-related injury hospitalisations and trauma presentations.Australas J Ageing. 2010; 29: 117-125
- Movement between hospital and residential aged care 2008–09.Canberra, Australian Institute of Health and Welfare2013
Article info
Publication history
Published online: February 22, 2019
Accepted:
February 18,
2019
Received in revised form:
January 31,
2019
Received:
June 15,
2017
Identification
Copyright
© 2019 Published by Elsevier B.V. on behalf of European Federation of Internal Medicine.