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. Author manuscript; available in PMC: 2018 Feb 12.
Published in final edited form as: Am Econ Rev. 2018 Feb;102(2):308–352. doi: 10.1257/aer.20161038

Table 1.

Sample Characteristics for the Non-Elderly Insured

Data Source HRS Credit Report Sample
Age Range Ages 50 to 59 Ages 25 to 64
(1) (2)
Panel A: Demographics
 Age at admission 55.6 48.5
 Male 47.6 45.1
 Year of admission 2002.3 2005.0
 Has spouse in survey wave preceding hospitalization 77.2 n/a
Panel B: Race/Ethnicity
 Hispanica 5.0 18.0
 Black 9.7 7.9
 White 85.2 63.0
 Other Race 5.0 11.0

Panel C: Index Hospitalization
 Length of Stay (days) n/a 4.1
 Hospital List Charges ($)b n/a 45,580
n/a (189,598)
 Medicaid 5.9 13.7
 Private 94.1 86.3
 Hospital Non Profit n/a 74.4
 Hospital For Profit n/a 16.3
 Hospital Public n/a 9.4
 Admitted through Emergency Department n/a 47.9

Panel D: Subsequent Outcomes c
 Re-Admitted to Hospital Within 12 Months 23.7 20.4
 Re-Admitted to Hospital Within 48/36 Months 36.7 36.0
 Died within 12 Months 0 3.2
 Died within 48 Months n/a 6.3
 Insured within 12 Monthsd 92.7 97.6
 Insured within 48/36 Monthsd 91.8 96.6
Individuals 2,732 378,190

Notes: Age is defined at admission; non-elderly are 50–59 in HRS and 25–64 in credit reports. Insurance status is defined at the index admission for the credit report sample and in the survey wave preceding the wave which reports the index admission for the HRS sample. “Insured” denotes coverage by Medicaid or private insurance. All proportions are multiplied by 100 and the analysis is weighted to adjust for oversampling of some groups for the credit report sample and using survey weights for the HRS sample. All hospitalizations that are pregnancy related (MDC = 14) have been dropped from the credit report sample. All means are listed in percents unless otherwise noted, except for age and year of admission.

a

In the credit report sample, black, white, other race, and Hispanic are mutually exclusive; in the HRS, “Hispanic” is asked separately from race.

b

Charges are summed and insurance type is averaged (weighted by length of stay) for people that have a single hospitalization spread across more than one unit in a hospital or more than one hospital. The standard deviation is in parentheses.

c

In the HRS, survey waves are two years apart so we assume the index hospital admission occurs one year prior to its report. Subsequent outcomes 12 months later are therefore measured based on the survey wave reporting the index hospital admission and for 36 months later we use the survey wave subsequent to the one that reports the index admission. In the credit report data we measure outcomes 12 and 48 months later. In the HRS, mortality is mechanically zero 12 months post admission, and thus the sample conditions on survival to the next survey.

d

Subsequent insurance status for the credit report sample is defined only if they are re-admitted to the hospital.