Predictors of Hospital Length and Cost of Stay in a National Sample of Adult Patients with Psychotic Disorders
Abstract
Objective:
Methods:
Results:
Conclusions:
Methods
Data Source
Sample
Variable | N | % |
---|---|---|
Ages (range 18–64) (M±SD) | 40.86±11.96 | |
Length of stay (range 0–365) (M±SD) | 10.88±14.80 | |
Cost of stay (range $32.92–$4,759,869) (M±SD) | $23,008.07±$36,532.08 | |
Sex | ||
Men | 397,765 | 58.9 |
Women | 277,055 | 41.1 |
Race | ||
White | 260,996 | 49.0 |
Black/African American | 180,629 | 33.9 |
Hispanic | 56,405 | 10.6 |
Asian/Pacific Islander | 11,945 | 2.2 |
Native American | 2,870 | .5 |
Other | 20,229 | 3.8 |
Median household income | ||
$1–$38,999 | 242,837 | 42.1 |
$39,000–$47,999 | 146,168 | 25.3 |
$48,000–$62,999 | 111,372 | 19.3 |
≥$63,000 | 76,453 | 13.3 |
Primary payer source | ||
Medicare | 263,935 | 39.0 |
Medicaid | 256,732 | 38.0 |
Private, including HMO | 79,786 | 11.8 |
Self-pay | 43,734 | 6.5 |
No charge | 5,001 | .7 |
Other | 27,006 | 4.0 |
Loss of functioning due to illness | ||
Minor | 231,611 | 34.6 |
Moderate | 393,536 | 58.7 |
Major | 40,653 | 6.1 |
Extreme | 4,278 | .6 |
Variable | N | % |
---|---|---|
Region | ||
Northeast | 166,900 | 24.6 |
Midwest | 166,386 | 24.6 |
South | 219,859 | 32.4 |
West | 124,539 | 18.4 |
Location | ||
Rural | 55,011 | 8.2 |
Urban | 619,070 | 91.8 |
Ownership or control | ||
Government | 128,918 | 19.2 |
Private, not for profit | 445,705 | 66.4 |
Private, investor owned | 96,624 | 14.4 |
Bed size | ||
Small | 61,008 | 9.1 |
Medium | 176,600 | 26.2 |
Large | 436,473 | 64.8 |
Teaching status | ||
Nonteaching | 339,707 | 50.4 |
Teaching | 334,374 | 49.6 |
Measures
Psychiatric diagnosis.
Patient characteristics.
Hospital characteristics.
Data Analysis
Rate estimates.
Multilevel models.
LOS and COS models.
Results
Hospitalization Rates
Multilevel Results for LOS and COS
LOS model | COS model | |||||
---|---|---|---|---|---|---|
Variable | Coeff. | SE | p | Coeff. | SE | p |
Fixed effect | ||||||
Intercept (constant) | 11.29 | .24 | <.001 | 8.96 | .02 | <.001 |
Age | .03 | .002 | <.001 | .003 | .000 | <.001 |
Women (reference: men) | .69 | .04 | <.001 | .07 | .002 | <.001 |
Race-ethnicity (reference: white) | ||||||
Black/African American | –.58 | .05 | <.001 | –.04 | .002 | <.001 |
Hispanic | –.46 | .08 | <.001 | –.02 | .004 | <.001 |
Asian/Pacific Islander | 1.13 | .19 | <.001 | .10 | .009 | <.001 |
Native American | .68 | .30 | .02 | .02 | .02 | .26 |
Other | .24 | .18 | .19 | .02 | .007 | .01 |
Median household income (reference: $1–$38,999) | ||||||
$39,000–$47,999 | .15 | .05 | .004 | .02 | .003 | <.001 |
$48,000–$62,999 | .33 | .07 | <.001 | .03 | .003 | <.001 |
≥$63,000 or more | 1.00 | .09 | <.001 | .06 | .005 | <.001 |
Primary payer source (reference: Medicare) | ||||||
Medicaid | –1.08 | .05 | <.001 | –.10 | .003 | <.001 |
Private including HMO | –2.50 | .07 | <.001 | –.18 | .004 | <.001 |
Self-pay | –2.91 | .07 | <.001 | –.25 | .004 | <.001 |
No-charge | –1.11 | .26 | <.001 | –.11 | .01 | <.001 |
Other | –1.50 | .12 | <.001 | –.19 | .01 | <.001 |
Loss of functioning due to illness (reference: minor) | ||||||
Moderate | .86 | .04 | <.001 | .11 | .003 | <.001 |
Major | 2.37 | .10 | <.001 | .28 | .005 | <.001 |
Extreme | 13.43 | .43 | <.001 | 1.02 | .02 | <.001 |
Region (reference: Northeast) | ||||||
Midwest | –5.23 | .10 | <.001 | –.55 | .01 | <.001 |
South | –5.50 | .09 | <.001 | –.43 | .01 | <.001 |
West | –5.13 | .10 | <.001 | –.11 | .01 | <.001 |
Urban location (reference: rural) | 1.00 | .10 | <.001 | .38 | .02 | <.001 |
Ownership or control (reference: government owned) | ||||||
Private, not for profit | –1.23 | .21 | <.001 | .08 | .02 | <.001 |
Private, investor owned | –.79 | .21 | <.001 | .23 | .02 | <.001 |
Bed size (reference: small) | ||||||
Medium | .61 | .13 | <.001 | .13 | .01 | <.001 |
Large | 1.05 | .12 | <.001 | .17 | .01 | <.001 |
Teaching (reference: nonteaching) | .44 | .10 | <.001 | .06 | .01 | <.001 |
Year (reference: 2003) | ||||||
2004 | –.07 | .11 | .543 | .02 | .01 | .001 |
2005 | –.40 | .12 | .001 | –.01 | .01 | .03 |
2006 | –.54 | .12 | <.001 | .02 | .01 | .002 |
2007 | –.69 | .11 | <.001 | .08 | .01 | <.001 |
2008 | –.99 | .10 | <.001 | .04 | .01 | <.001 |
2009 | –1.36 | .10 | <.001 | .10 | .01 | <.001 |
2010 | –1.66 | .11 | <.001 | .12 | .01 | <.001 |
2011 | –1.13 | .10 | <.001 | .19 | .01 | <.001 |
Random effect | ||||||
Intercept (constant) | 3.81 | .05 | .45 | .004 | ||
Residual | 13.52 | .10 | .70 | .001 |
LOS model.
COS model.
Discussion and Conclusions
Acknowledgments
Footnote
References
Information & Authors
Information
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Keywords
Authors
Competing Interests
Funding Information
Metrics & Citations
Metrics
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