The epidemiology of medical care utilization by severely-disabled independently-living adults
A prospective study of the medical care utilization experience of 205 severely-disabled independently-living adults in Eastern Massachusetts shows that there was a mean of 0.83 ± 1.26 hospital admissions, 9.9 ± 22.7 hospital days, 1.5 ± 2.31 emergency room (ER) visits, and 26.88 ± 44.4 outpatient co...
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Published in | Journal of clinical epidemiology Vol. 41; no. 2; pp. 163 - 172 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
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United States
Elsevier Inc
1988
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Abstract | A prospective study of the medical care utilization experience of 205 severely-disabled independently-living adults in Eastern Massachusetts shows that there was a mean of 0.83 ± 1.26 hospital admissions, 9.9 ± 22.7 hospital days, 1.5 ± 2.31 emergency room (ER) visits, and 26.88 ± 44.4 outpatient contacts per person per year. Among those hospitalized, the mean experience was 16.2 ± 27.1 days per person per year; mean length-of-stay was 9.3 ± 14.7 days per admission.
Regression analysis indicates that those with spinal cord injuries as major disabling conditions were significantly more likely to be hospitalized. So were those with lower self-assessments of health, higher levels of depressions, and more baseline ER visits. Self-assessment of health is a significant predictor of hospital days for the total cohort (including those with no admissions); so are age at onset of disability (greater age; higher risk), and bed disability days in the month before the baseline survey (more disability days; higher risk). Among those hospitalized, the total number of days hospitalized is significantly related to both age at onset of disability (later onset; more days) and baseline days hospitalized (greater number; more days). Lengths-of-stay are significantly related to two factors; age and age at onset of disability (in both cases, greater age associated with longer stays).
Prior ER visits are a significant predictor of subsequent ER visits (more baseline; more subsequent); so are respondents' reported satisfaction with their participation in their medical care (lower reported satisfaction; more ER visits), organizational affiliations, and frequencies of contacts with friends or relatives. Higher levels of social interaction (.e. organizational affiliation and more frequent social contacts) were associated with more ER visits.
Prior contacts with physicians, nurse-practitioners, or physician-assistants was the most powerful predictor of subsequent outpatient contacts (more baseline;,more subsequent). There were also significant relationships between subsequent contacts and respondents' assessments of their health relative to others with similar disabilities (relatively worse health; more contacts), age (greater age; more contacts), and baseline ER visits (more visits; more contacts). |
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AbstractList | A prospective study of the medical care utilization experience of 205 severely-disabled independently-living adults in Eastern Massachusetts shows that there was a mean of 0.83 +/- 1.26 hospital admissions, 9.9 +/- 22.7 hospital days, 1.5 +/- 2.31 emergency room (ER) visits, and 26.88 +/- 44.4 outpatient contacts per person per year. Among those hospitalized, the mean experience was 16.2 +/- 27.1 days per person per year; mean length-of-stay was 9.3 +/- 14.7 days per admission. Regression analysis indicates that those with spinal cord injuries as major disabling conditions were significantly more likely to be hospitalized. So were those with lower self-assessments of health, higher levels of depressions, and more baseline ER visits. Self-assessment of health is a significant predictor of hospital days for the total cohort (including those with no admissions); so are age at onset of disability (greater age; higher risk), and bed disability days in the month before the baseline survey (more disability days; higher risk). Among those hospitalized, the total number of days hospitalized is significantly related to both age at onset of disability (later onset; more days) and baseline days hospitalized (greater number; more days). Lengths-of-stay are significantly related to two factors; age and age at onset of disability (in both cases, greater age associated with longer stays). Prior ER visits are a significant predictor of subsequent ER visits (more baseline; more subsequent); so are respondents' reported satisfaction with their participation in their medical care (lower reported satisfaction; more ER visits), organizational affiliations, and frequencies of contacts with friends or relatives. Higher levels of social interaction (i.e. organizational affiliation and more frequent social contacts) were associated with more ER visits. Prior contacts with physicians, nurse-practitioners, or physician-assistants was the most powerful predictor of subsequent outpatient contacts (more baseline; more subsequent). There were also significant relationships between subsequent contacts and respondents' assessments of their health relative to others with similar disabilities (relatively worse health; more contacts), age (greater age; more contacts), and baseline ER visits (more visits; more contacts). A prospective study of the medical care utilization experience of 205 severely-disabled independently-living adults in Eastern Massachusetts shows that there was a mean of 0.83 ± 1.26 hospital admissions, 9.9 ± 22.7 hospital days, 1.5 ± 2.31 emergency room (ER) visits, and 26.88 ± 44.4 outpatient contacts per person per year. Among those hospitalized, the mean experience was 16.2 ± 27.1 days per person per year; mean length-of-stay was 9.3 ± 14.7 days per admission. Regression analysis indicates that those with spinal cord injuries as major disabling conditions were significantly more likely to be hospitalized. So were those with lower self-assessments of health, higher levels of depressions, and more baseline ER visits. Self-assessment of health is a significant predictor of hospital days for the total cohort (including those with no admissions); so are age at onset of disability (greater age; higher risk), and bed disability days in the month before the baseline survey (more disability days; higher risk). Among those hospitalized, the total number of days hospitalized is significantly related to both age at onset of disability (later onset; more days) and baseline days hospitalized (greater number; more days). Lengths-of-stay are significantly related to two factors; age and age at onset of disability (in both cases, greater age associated with longer stays). Prior ER visits are a significant predictor of subsequent ER visits (more baseline; more subsequent); so are respondents' reported satisfaction with their participation in their medical care (lower reported satisfaction; more ER visits), organizational affiliations, and frequencies of contacts with friends or relatives. Higher levels of social interaction (.e. organizational affiliation and more frequent social contacts) were associated with more ER visits. Prior contacts with physicians, nurse-practitioners, or physician-assistants was the most powerful predictor of subsequent outpatient contacts (more baseline;,more subsequent). There were also significant relationships between subsequent contacts and respondents' assessments of their health relative to others with similar disabilities (relatively worse health; more contacts), age (greater age; more contacts), and baseline ER visits (more visits; more contacts). |
Author | Master, Robert J. Glover, Mary Branch, Laurence G. Meyers, Allan R. Lederman, Ruth I. Kress, Denise Feltin, Marie Nicastro, Doreen Cupples, Adrienne |
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Cites_doi | 10.2307/3349603 10.2307/3342313 10.1038/scientificamerican0683-40 10.1056/NEJM197806152982404 10.1007/BF02288803 10.1007/BF02289400 10.1097/00005650-197205000-00001 10.1056/NEJM198005013021804 |
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References | P.L. 97–248, Section 114 (a)) provided for the use of Medicare funds to enroll subscribers in prepaid managed care programs and “Competitive Medical Plans” (CMPs). Swanson (BIB17) 1976 Luft (BIB6) 1978; 298 Ebel (BIB21) 1951; 16 Kane, Kane, Kane, Kane (BIB19) 1981 Weil (BIB7) 1976 (BIB4) 1983 Diamond, Berman (BIB10) 1981 Eggers (BIB11) 1980 Meyers, Cupples, Lederman (BIB18) 1988 Winer, Winer (BIB22) 1971 Greenlick (BIB9) 1972; 10 Lamid, El Ghatit (BIB16) 1983; 62 Donabedian (BIB8) 1969; 6 Kleinbaum, Kupper, Kleinbaum, Kupper (BIB23) 1978 Novick, Lewis (BIB20) 1967; 32 DeJong, Lifchez (BIB2) 1983; 248 Harrington, Newcomer (BIB12) 1985; 6 Young, Northrup (BIB13) 1980 Anderson, Anderberg (BIB15) 1979; 60 DeJong (BIB1) 1981 Beatrice (BIB3) 1981 Zook, Moore (BIB14) 1980; 302 Kane (10.1016/0895-4356(88)90090-X_BIB19_1) 1981 DeJong (10.1016/0895-4356(88)90090-X_BIB1) 1981 Weil (10.1016/0895-4356(88)90090-X_BIB7) 1976 Kleinbaum (10.1016/0895-4356(88)90090-X_BIB23_1) 1978 (10.1016/0895-4356(88)90090-X_BIB4) 1983 DeJong (10.1016/0895-4356(88)90090-X_BIB2) 1983; 248 Ebel (10.1016/0895-4356(88)90090-X_BIB21) 1951; 16 Lamid (10.1016/0895-4356(88)90090-X_BIB16) 1983; 62 Zook (10.1016/0895-4356(88)90090-X_BIB14) 1980; 302 Diamond (10.1016/0895-4356(88)90090-X_BIB10) 1981 Winer (10.1016/0895-4356(88)90090-X_BIB22_2) 1971 Greenlick (10.1016/0895-4356(88)90090-X_BIB9) 1972; 10 Young (10.1016/0895-4356(88)90090-X_BIB13) 1980 Donabedian (10.1016/0895-4356(88)90090-X_BIB8) 1969; 6 Kane (10.1016/0895-4356(88)90090-X_BIB19_2) 1981 10.1016/0895-4356(88)90090-X_BIB5 Winer (10.1016/0895-4356(88)90090-X_BIB22_1) 1971 Beatrice (10.1016/0895-4356(88)90090-X_BIB3) 1981 Harrington (10.1016/0895-4356(88)90090-X_BIB12) 1985; 6 Novick (10.1016/0895-4356(88)90090-X_BIB20) 1967; 32 Kleinbaum (10.1016/0895-4356(88)90090-X_BIB23_2) 1978 Swanson (10.1016/0895-4356(88)90090-X_BIB17) 1976 Anderson (10.1016/0895-4356(88)90090-X_BIB15) 1979; 60 Meyers (10.1016/0895-4356(88)90090-X_BIB18) 1988 Eggers (10.1016/0895-4356(88)90090-X_BIB11) 1980 Luft (10.1016/0895-4356(88)90090-X_BIB6) 1978; 298 |
References_xml | – volume: 10 start-page: 187 year: 1972 end-page: 200 ident: BIB9 article-title: Comparing the use of medical care services by a medically-indigent and a general membership population in a comprehensive prepaid group practice publication-title: Med Care contributor: fullname: Greenlick – start-page: 91 year: 1980 end-page: 99 ident: BIB11 article-title: Risk differential between Medicare beneficiaries enrolled and not enrolled in an HMO publication-title: Health Care Financing Rev contributor: fullname: Eggers – start-page: 21-6.10 year: 1980 ident: BIB13 article-title: Re-hospitalization in years two and three following spinal cord injury publication-title: Model Systems' SCI Digest contributor: fullname: Northrup – volume: 6 start-page: 204 year: 1985 end-page: 222 ident: BIB12 article-title: Social/health maintenance organizations: new options for the aged, blind and disabled publication-title: J Public Health Policy contributor: fullname: Newcomer – start-page: 339 year: 1976 end-page: 365 ident: BIB7 article-title: Comparative costs to the Medicare program of seven prepaid group practice plans publication-title: Milbank Mem Fund Q contributor: fullname: Weil – year: 1976 ident: BIB17 article-title: The Relationship Between Locus-ofControl Expectancy and Successful Rehabilitation of the Spinal Cord Injured publication-title: A Dissertation Presented in Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy contributor: fullname: Swanson – volume: 248 start-page: 40 year: 1983 end-page: 49 ident: BIB2 article-title: Physical disability and public policy publication-title: Sci Am contributor: fullname: Lifchez – year: 1983 ident: BIB4 publication-title: Restructuring Medicaid: a Survey of State and Local Initiatives – volume: 62 start-page: 341 year: 1983 end-page: 346 ident: BIB16 article-title: Smoking, spasticity, and pressure sores in spinal cord injured patients publication-title: Am J Phys Med contributor: fullname: El Ghatit – start-page: 185 year: 1981 end-page: 218 ident: BIB10 article-title: The social/health maintenance organization: a single entry, prepaid, long-term care delivery system publication-title: Reforming the Long-Term Care System contributor: fullname: Berman – volume: 32 start-page: 1 year: 1967 end-page: 13 ident: BIB20 article-title: Coefficient alpha and the reliability of composite measures publication-title: Psychometrika contributor: fullname: Lewis – volume: 60 start-page: 341 year: 1979 end-page: 346 ident: BIB15 article-title: Psychosocial factors associated with pressure sores publication-title: Arch Phys Med Rehabil contributor: fullname: Anderberg – start-page: 39 year: 1981 end-page: 63 ident: BIB19 article-title: Assessing the Elderly: A Practical Guide to Measurement contributor: fullname: Kane – volume: 302 start-page: 996 year: 1980 end-page: 1002 ident: BIB14 article-title: The high cost user of medical care publication-title: N Engl J Med contributor: fullname: Moore – volume: 6 start-page: 3 year: 1969 end-page: 27 ident: BIB8 article-title: An evaluation of prepaid group practice publication-title: Inquiry contributor: fullname: Donabedian – year: 1981 ident: BIB1 article-title: Environmental Accessibility and Independent Living Outcomes: Directions for Disability Policy and Research contributor: fullname: DeJong – start-page: 44 year: 1971 end-page: 48 ident: BIB22 article-title: Statistical Principles in Experimental Design contributor: fullname: Winer – start-page: 121 year: 1981 end-page: 161 ident: BIB3 article-title: Case management: a policy option for long-term care publication-title: Reforming the Long-Term Care System contributor: fullname: Beatrice – volume: 298 start-page: 1336 year: 1978 end-page: 1343 ident: BIB6 article-title: How do health-maintenance organizations achieve their “savings”? publication-title: N Engl J Med contributor: fullname: Luft – volume: 16 start-page: 407 year: 1951 end-page: 424 ident: BIB21 article-title: Estimation of reliability of ratings publication-title: Psychometrika contributor: fullname: Ebel – year: 1988 ident: BIB18 article-title: A prospective evaluation of the effect of managed medical care on medical care utilization among severely-disabled independently-living adults publication-title: Med Care contributor: fullname: Lederman – start-page: 131 year: 1978 end-page: 157 ident: BIB23 article-title: Applied Regression Analysis and other Multivariable Methods contributor: fullname: Kupper – start-page: 339 year: 1976 ident: 10.1016/0895-4356(88)90090-X_BIB7 article-title: Comparative costs to the Medicare program of seven prepaid group practice plans publication-title: Milbank Mem Fund Q doi: 10.2307/3349603 contributor: fullname: Weil – year: 1983 ident: 10.1016/0895-4356(88)90090-X_BIB4 – volume: 6 start-page: 204 year: 1985 ident: 10.1016/0895-4356(88)90090-X_BIB12 article-title: Social/health maintenance organizations: new options for the aged, blind and disabled publication-title: J Public Health Policy doi: 10.2307/3342313 contributor: fullname: Harrington – volume: 62 start-page: 341 year: 1983 ident: 10.1016/0895-4356(88)90090-X_BIB16 article-title: Smoking, spasticity, and pressure sores in spinal cord injured patients publication-title: Am J Phys Med contributor: fullname: Lamid – volume: 248 start-page: 40 year: 1983 ident: 10.1016/0895-4356(88)90090-X_BIB2 article-title: Physical disability and public policy publication-title: Sci Am doi: 10.1038/scientificamerican0683-40 contributor: fullname: DeJong – volume: 298 start-page: 1336 year: 1978 ident: 10.1016/0895-4356(88)90090-X_BIB6 article-title: How do health-maintenance organizations achieve their “savings”? publication-title: N Engl J Med doi: 10.1056/NEJM197806152982404 contributor: fullname: Luft – start-page: 105 year: 1981 ident: 10.1016/0895-4356(88)90090-X_BIB19_2 article-title: Assessing the Elderly: A Practical Guide to Measurement contributor: fullname: Kane – ident: 10.1016/0895-4356(88)90090-X_BIB5 – year: 1976 ident: 10.1016/0895-4356(88)90090-X_BIB17 article-title: The Relationship Between Locus-ofControl Expectancy and Successful Rehabilitation of the Spinal Cord Injured contributor: fullname: Swanson – start-page: 91 year: 1980 ident: 10.1016/0895-4356(88)90090-X_BIB11 article-title: Risk differential between Medicare beneficiaries enrolled and not enrolled in an HMO publication-title: Health Care Financing Rev contributor: fullname: Eggers – volume: 16 start-page: 407 year: 1951 ident: 10.1016/0895-4356(88)90090-X_BIB21 article-title: Estimation of reliability of ratings publication-title: Psychometrika doi: 10.1007/BF02288803 contributor: fullname: Ebel – start-page: 185 year: 1981 ident: 10.1016/0895-4356(88)90090-X_BIB10 article-title: The social/health maintenance organization: a single entry, prepaid, long-term care delivery system contributor: fullname: Diamond – start-page: 39 year: 1981 ident: 10.1016/0895-4356(88)90090-X_BIB19_1 article-title: Assessing the Elderly: A Practical Guide to Measurement contributor: fullname: Kane – start-page: 261 year: 1971 ident: 10.1016/0895-4356(88)90090-X_BIB22_2 article-title: Statistical Principles in Experimental Design contributor: fullname: Winer – year: 1981 ident: 10.1016/0895-4356(88)90090-X_BIB1 contributor: fullname: DeJong – volume: 32 start-page: 1 year: 1967 ident: 10.1016/0895-4356(88)90090-X_BIB20 article-title: Coefficient alpha and the reliability of composite measures publication-title: Psychometrika doi: 10.1007/BF02289400 contributor: fullname: Novick – year: 1988 ident: 10.1016/0895-4356(88)90090-X_BIB18 article-title: A prospective evaluation of the effect of managed medical care on medical care utilization among severely-disabled independently-living adults publication-title: Med Care contributor: fullname: Meyers – start-page: 44 year: 1971 ident: 10.1016/0895-4356(88)90090-X_BIB22_1 article-title: Statistical Principles in Experimental Design contributor: fullname: Winer – start-page: 209 year: 1978 ident: 10.1016/0895-4356(88)90090-X_BIB23_2 article-title: Applied Regression Analysis and other Multivariable Methods contributor: fullname: Kleinbaum – volume: 6 start-page: 3 year: 1969 ident: 10.1016/0895-4356(88)90090-X_BIB8 article-title: An evaluation of prepaid group practice publication-title: Inquiry contributor: fullname: Donabedian – volume: 10 start-page: 187 year: 1972 ident: 10.1016/0895-4356(88)90090-X_BIB9 article-title: Comparing the use of medical care services by a medically-indigent and a general membership population in a comprehensive prepaid group practice publication-title: Med Care doi: 10.1097/00005650-197205000-00001 contributor: fullname: Greenlick – start-page: 21-6.10 year: 1980 ident: 10.1016/0895-4356(88)90090-X_BIB13 article-title: Re-hospitalization in years two and three following spinal cord injury publication-title: Model Systems' SCI Digest contributor: fullname: Young – start-page: 121 year: 1981 ident: 10.1016/0895-4356(88)90090-X_BIB3 article-title: Case management: a policy option for long-term care contributor: fullname: Beatrice – start-page: 131 year: 1978 ident: 10.1016/0895-4356(88)90090-X_BIB23_1 article-title: Applied Regression Analysis and other Multivariable Methods contributor: fullname: Kleinbaum – volume: 302 start-page: 996 year: 1980 ident: 10.1016/0895-4356(88)90090-X_BIB14 article-title: The high cost user of medical care publication-title: N Engl J Med doi: 10.1056/NEJM198005013021804 contributor: fullname: Zook – volume: 60 start-page: 341 year: 1979 ident: 10.1016/0895-4356(88)90090-X_BIB15 article-title: Psychosocial factors associated with pressure sores publication-title: Arch Phys Med Rehabil contributor: fullname: Anderson |
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SubjectTerms | Activities of Daily Living Disability Disabled Persons Female Health Services - statistics & numerical data Health Status Hospitalization Humans Length of Stay Male Medical care Prospective Studies Utilization |
Title | The epidemiology of medical care utilization by severely-disabled independently-living adults |
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