Predictors of Nursing Facility Admission: A 12-Year Epidemiological Study in the United States

Ashok J. Bharucha, Rajesh Pandav, Changyu Shen, Hiroko H. Dodge, Mary Ganguli

Research output: Contribution to journalArticle

133 Citations (Scopus)

Abstract

OBJECTIVES: To identify predictors of institutionalization in a community-based cohort of older adults. DESIGN: Prospective, longitudinal. After initial assessment at study entry, surviving participants were reassessed in a series of approximately biennial waves until October 2001; baseline for the current analysis was Wave 2 (1989-91). SETTING: Largely rural, blue-collar community in the mid-Monongahela Valley of southwestern Pennsylvania. PARTICIPANTS: A population-based cohort of 1,147 adults, aged 66 and older (mean 74.1) at baseline, who were not already institutionalized and who had complete data on all variables of interest. MEASUREMENTS: Cox proportional hazards models were used to identify predictors of institutionalization from among selected variables measured at baseline, including age, sex, education, marital status, living arrangements, ability to perform instrumental activities of daily living (IADLs), depressive symptoms, number of prescription medications (as an index of overall morbidity), self-reported social support, hospitalization during the preceding year, and cognitive functioning. Dementia was defined according to the operational criteria of the Diagnostic and Statistical Manual of Mental Disorders, Third Edition, Revised, and by a Clinical Dementia Rating of 0.5 or greater, based on a standardized clinical assessment. The outcome variable was institutionalization, defined as entry into in a nursing home. RESULTS: Significant predictors of institutionalization were dementia (hazard ratio (HR) = 5.09, 95% confidence interval (CI) = 2.92-8.84), measured as a time-dependent variable; older age (HR = 1.06, 95% CI = 1.03-1.10); IADL disability (HR = 1.31, 95% CI = 1.15-1.50); worse/less social support (HR = 1.27, 95% CI = 1.10-1.46); and number of prescription medications (HR = 1.21, 95% CI = 1.11-1.32), measured at baseline. The interaction between number of prescription drugs and dementia was also significant, suggesting that prescription medication count had less effect on institutionalization in those with dementia than in those without. CONCLUSION: Dementia emerged as the most potent risk factor for institutionalization in this 12-year community-based epidemiological study. Medical burden conferred greater vulnerability to institutionalization in nondemented persons than in those with dementia.

Original languageEnglish (US)
Pages (from-to)434-439
Number of pages6
JournalJournal of the American Geriatrics Society
Volume52
Issue number3
DOIs
StatePublished - Mar 2004
Externally publishedYes

Fingerprint

Institutionalization
compound A 12
Dementia
Epidemiologic Studies
Nursing
Confidence Intervals
Prescriptions
Activities of Daily Living
Social Support
Aptitude
Sex Education
Prescription Drugs
Marital Status
Nursing Homes
Proportional Hazards Models
Diagnostic and Statistical Manual of Mental Disorders
Hospitalization
Depression
Morbidity
Population

Keywords

  • Dementia
  • IADL disability
  • Institutionalization
  • Medical burden
  • Predictors

ASJC Scopus subject areas

  • Geriatrics and Gerontology

Cite this

Predictors of Nursing Facility Admission : A 12-Year Epidemiological Study in the United States. / Bharucha, Ashok J.; Pandav, Rajesh; Shen, Changyu; Dodge, Hiroko H.; Ganguli, Mary.

In: Journal of the American Geriatrics Society, Vol. 52, No. 3, 03.2004, p. 434-439.

Research output: Contribution to journalArticle

Bharucha, Ashok J. ; Pandav, Rajesh ; Shen, Changyu ; Dodge, Hiroko H. ; Ganguli, Mary. / Predictors of Nursing Facility Admission : A 12-Year Epidemiological Study in the United States. In: Journal of the American Geriatrics Society. 2004 ; Vol. 52, No. 3. pp. 434-439.
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abstract = "OBJECTIVES: To identify predictors of institutionalization in a community-based cohort of older adults. DESIGN: Prospective, longitudinal. After initial assessment at study entry, surviving participants were reassessed in a series of approximately biennial waves until October 2001; baseline for the current analysis was Wave 2 (1989-91). SETTING: Largely rural, blue-collar community in the mid-Monongahela Valley of southwestern Pennsylvania. PARTICIPANTS: A population-based cohort of 1,147 adults, aged 66 and older (mean 74.1) at baseline, who were not already institutionalized and who had complete data on all variables of interest. MEASUREMENTS: Cox proportional hazards models were used to identify predictors of institutionalization from among selected variables measured at baseline, including age, sex, education, marital status, living arrangements, ability to perform instrumental activities of daily living (IADLs), depressive symptoms, number of prescription medications (as an index of overall morbidity), self-reported social support, hospitalization during the preceding year, and cognitive functioning. Dementia was defined according to the operational criteria of the Diagnostic and Statistical Manual of Mental Disorders, Third Edition, Revised, and by a Clinical Dementia Rating of 0.5 or greater, based on a standardized clinical assessment. The outcome variable was institutionalization, defined as entry into in a nursing home. RESULTS: Significant predictors of institutionalization were dementia (hazard ratio (HR) = 5.09, 95{\%} confidence interval (CI) = 2.92-8.84), measured as a time-dependent variable; older age (HR = 1.06, 95{\%} CI = 1.03-1.10); IADL disability (HR = 1.31, 95{\%} CI = 1.15-1.50); worse/less social support (HR = 1.27, 95{\%} CI = 1.10-1.46); and number of prescription medications (HR = 1.21, 95{\%} CI = 1.11-1.32), measured at baseline. The interaction between number of prescription drugs and dementia was also significant, suggesting that prescription medication count had less effect on institutionalization in those with dementia than in those without. CONCLUSION: Dementia emerged as the most potent risk factor for institutionalization in this 12-year community-based epidemiological study. Medical burden conferred greater vulnerability to institutionalization in nondemented persons than in those with dementia.",
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N2 - OBJECTIVES: To identify predictors of institutionalization in a community-based cohort of older adults. DESIGN: Prospective, longitudinal. After initial assessment at study entry, surviving participants were reassessed in a series of approximately biennial waves until October 2001; baseline for the current analysis was Wave 2 (1989-91). SETTING: Largely rural, blue-collar community in the mid-Monongahela Valley of southwestern Pennsylvania. PARTICIPANTS: A population-based cohort of 1,147 adults, aged 66 and older (mean 74.1) at baseline, who were not already institutionalized and who had complete data on all variables of interest. MEASUREMENTS: Cox proportional hazards models were used to identify predictors of institutionalization from among selected variables measured at baseline, including age, sex, education, marital status, living arrangements, ability to perform instrumental activities of daily living (IADLs), depressive symptoms, number of prescription medications (as an index of overall morbidity), self-reported social support, hospitalization during the preceding year, and cognitive functioning. Dementia was defined according to the operational criteria of the Diagnostic and Statistical Manual of Mental Disorders, Third Edition, Revised, and by a Clinical Dementia Rating of 0.5 or greater, based on a standardized clinical assessment. The outcome variable was institutionalization, defined as entry into in a nursing home. RESULTS: Significant predictors of institutionalization were dementia (hazard ratio (HR) = 5.09, 95% confidence interval (CI) = 2.92-8.84), measured as a time-dependent variable; older age (HR = 1.06, 95% CI = 1.03-1.10); IADL disability (HR = 1.31, 95% CI = 1.15-1.50); worse/less social support (HR = 1.27, 95% CI = 1.10-1.46); and number of prescription medications (HR = 1.21, 95% CI = 1.11-1.32), measured at baseline. The interaction between number of prescription drugs and dementia was also significant, suggesting that prescription medication count had less effect on institutionalization in those with dementia than in those without. CONCLUSION: Dementia emerged as the most potent risk factor for institutionalization in this 12-year community-based epidemiological study. Medical burden conferred greater vulnerability to institutionalization in nondemented persons than in those with dementia.

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