Abstract
Objective
Older adults with dementia are at higher risk for sustaining hip fracture and their
long-term health outcomes after surgery are usually worse than those without dementia.
Widespread adoption of electronic health records (EHRs) may allow hospitals to better
monitor long-term health outcomes in patients with dementia after hospitalization.
This study aimed to (1) estimate how dementia influences discharge location, mortality,
and readmission 180 days and 1 year after hip fracture surgery in older adults, and
(2) demonstrate the feasibility of using selection-bias reduced EHR data for research
and long-term health outcomes monitoring.
Design
Retrospective observational cohort study using EHRs.
Setting and Participants
A cohort of 1171 patients over age 65 years who had an initial hip fracture surgery
between October 2015 and December 2018 was extracted from EHRs of one health system;
376 of these patients had dementia.
Methods
Logistic regression was applied to estimate influences of dementia on discharge disposition
and Cox proportional hazards model for mortality. The Fine and Gray regression model
was used to analyze readmission, accounting for the competing risk of death. To reduce
selection bias in EHRs, inverse probability of treatment weighting using propensity
scores was implemented before modeling.
Results
Dementia had significant impacts on all outcomes: being discharged to facilities [odds
ratio (OR) = 2.11, 95% confidence interval (CI) 1.19–3.74], 180-day mortality [hazard
ratio (HR) = 1.69, 95% CI 1.20–2.38], 1-year mortality (HR = 1.78, 95% CI 1.33–2.38),
180-day readmission (HR = 1.62, 95% CI 1.39–1.89), and 1 year readmission (HR = 1.39,
95% CI 1.21–1.58).
Conclusions and Implications
Dementia was a significant risk factor for worse long-term outcomes. The inverse probability
of treatment weighting approach can be used to reduce selection bias in EHR data for
research and monitoring long-term health outcomes in the target population. Such monitoring
could foster collaborations with post-acute and long-term health care services to
improve recovery outcomes in patients with dementia after hip fracture surgery.
Keywords
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 Journal of the American Medical Directors AssociationAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Alzheimer’s Disease is an important risk factor of factures: A meta-analysis of cohort studies.Mol Neurobiol. 2016; 54: 3230-3235
- Dementia and hip fractures: Development of a pathogenic framework for understanding and studying risk.Geriatr Orthop Surg Rehabil. 2010; 1: 52-62
- Association of clinical outcomes with surgical repair of hip fracture vs nonsurgical management in nursing home residents with advanced dementia.JAMA Intern Med. 2018; 178: 774
- The Aftermath of hip fracture: Discharge placement, functional status change, and mortality.Am J Epidemiol. 2009; 170: 1290-1299
- Effects of dementia on postoperative outcomes of older adults with hip fractures: A population-based study.J Am Med Dir Assoc. 2014; 15: 334-341
- Health care transitions for persons living with dementia and their caregivers.BMC Geriatr. 2021; 21: 285
- A user-friendly web-based query tool for patient care data-duke enterprise data unified content explorer (DEDUCE).
- Effect of race/ethnicity, insurance status, and area deprivation on hip fracture outcomes among older adults in the United States.Clin Nurs Res. 2022; 31: 541-552
- Management of acute hip fracture.N Engl J Med. 2017; 377: 2053-2062
- Defining hip fracture with claims data: outpatient and provider claims matter.Osteoporos Int. 2017; 28: 2233-2237
- Survival and functional outcomes after hip fracture among nursing home residents.JAMA Intern Med. 2014; 174: 1273
- Clinical predictors of postoperative delirium, functional status, and mortality in geriatric patients undergoing non-elective surgery for hip fracture.J Clin Anesth. 2019; 58: 61-71
- Underdiagnosis of dementia: An observational study of patterns in diagnosis and awareness in US older adults.J Gen Intern Med. 2018; 33: 1131-1138
- Prediction of survival, second fracture, and functional recovery following the first hip fracture surgery in elderly patients.Bone. 2012; 50: 1343-1350
- Frailty is associated with an increased risk of major adverse outcomes in elderly patients following surgical treatment of hip fracture.Sci Rep. 2019; 9: 19135
- Predictors of long-term mortality in older people with hip fracture.Arch Phys Med Rehabil. 2015; 96: 1215-1221
- Preoperative alcohol consumption and postoperative complications: A systematic review and meta-analysis.Ann Surg. Dec 2013; 258: 930-942
- Comorbidities from ICD-9 and ICD-10 Codes, Manipulation and Validation.https://www.rdocumentation.org/packages/icd/versions/3.3Date accessed: May 3, 2022
- Updating and validating the Charlson Comorbidity Index and Score for risk adjustment in hospital discharge abstracts using data from 6 countries.Am J Epidemiol. 2011; 173: 676-682
- An introduction to propensity score methods for reducing the effects of confounding in observational studies.Multivariate Behav Res. 2011; 46: 399-424
- Propensity score methods in nursing research.Nurs Res. 2016; 65: 421-424
- A proportional hazards model for the subdistribution of a competing risk.J Am Stat Assoc. 1999; 94: 496-509
- A test of missing completely at random for multivariate data with missing values.J Am Stat Assoc. 1988; 83: 1198
- Missing data: Five practical guidelines.Organ Res Methods. 2014; 17: 372-411
- Age related incidence and early outcomes of hip fractures: A prospective cohort study of 1177 patients.J Orthop Surg Res. 2011; 6: 5
- The role of comorbidity in mortality after hip fracture: A nationwide Norwegian study of 38,126 women with hip fracture matched to a general-population comparison cohort.Am J Epidemiol. 2019; 188: 398-407
- Association between dementia and mortality in the elderly patients undergoing hip fracture surgery: A meta-analysis.J Orthop Surg Res. 2018; 13: 298
- Risk factors for failure to return to the pre-fracture place of residence after hip fracture: A prospective longitudinal study of 444 patients.Arch Orthop Trauma Surg. 2012; 132: 823-830
- Psychiatric illness predicts poor outcome after surgery for hip fracture: A prospective cohort study.Psychol Med. 2000; 30: 921-929
- Dementia and risk of 30-day readmission in older adults after discharge from acute care hospitals.J Am Geriatr Soc. 2018; 66: 871-878
- Hospital readmission after hip fracture.Arch Orthop Trauma Surg. 2015; 135: 329-337
- Impact of comorbidity on 6-month hospital readmission and mortality after hip fracture surgery.Injury. 2015; 46: 713-718
- An agenda for addressing multimorbidity and racial and ethnic disparities in Alzheimer’s Disease and related dementia.Am J Alzheimers Dis Other Demen. 2020; 35 (153331752096087)
- An integrated model of multimorbidity and symptom science.Nurs Outlook. 2020; 68: 430-439
- Depressive symptoms combined with dementia affect 12-months survival in elderly patients after rehabilitation post-hip fracture surgery.Int J Geriatr Psychiatry. 2008; 23: 1073-1077
- Dementia, delirium, and depression in patients with hip fracture: 1+1 doesn't always make 2.J Am Geriatr Soc. 2009; 57: 179-180
- Psychotropic drugs and falls in the elderly people: Updated literature review and meta-analysis.J Aging Health. 2011; 23: 329-346
- Antipsychotic use in nursing home residents admitted with hip fracture.J Am Geriatr Soc. 2013; 61: 101-106
- Mortality rates in Alzheimer's disease and non-Alzheimer's dementias: A systematic review and meta-analysis.Lancet Healthy Longev. 2021; 2: e479-e488
- Population-based study of age and sex differences in bone volumetric density, size, geometry, and structure at different skeletal sites.J Bone Miner Res. 2004; 19: 1945-1954
- Differences between women and men in incidence rates of dementia and Alzheimer’s Disease.J Alzheimers Dis. 2018; 64: 1077-1083
- Gender differences in mortality after hip fracture: The role of infection.J Bone Miner Res. 2003; 18: 2231-2237
- Gender differences in functioning after hip fracture.J Gerontol A Biol Sci Med Sci. 2006; 61: 495-499
- Undertreatment of osteoporosis in men with hip fracture.Arch Intern Med. 2002; 162: 2217
- Does timing of surgery matter in fragility hip fractures?.Osteoporos Int. 2010; 21: S529-S534
- Influence of cognitive impairment on mortality, complications and functional outcome after hip fracture: Dementia as a risk factor for sepsis and urinary infection.Injury. 2020; 51: S19-S24
- Cognitive differences between men and women who fracture their hip and impact on six-month survival.J Am Geriatr Soc. 2017; 65: e64-e69
- Predictors and sequelae of postoperative delirium in geriatric hip fracture patients.Geriatr Orthop Surg Rehabil. 2018; 9 (215145931881482)
- Predictors of community reintegration and quality of life after hip fracture among community-dwelling older adults.Int J Rehabil Res. 2019; 42: 234-239
- Understanding the role of social factors in recovery after hip fractures: A structured scoping review.Health Soc Care Community. 2019; 27: 1375-1387
Article info
Publication history
Published online: December 13, 2022
Accepted:
November 5,
2022
Received in revised form:
October 3,
2022
Received:
July 13,
2022
Footnotes
This research did not receive any funding from agencies in the public, commercial, or not-for-profit sectors.
The authors declare no conflicts of interest.
Identification
Copyright
© 2022 AMDA - The Society for Post-Acute and Long-Term Care Medicine.