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. Author manuscript; available in PMC: 2018 Mar 1.
Published in final edited form as: Med Care. 2017 Mar;55(3):276–284. doi: 10.1097/MLR.0000000000000660

Table 1.

Description of annual total Medicare expenditures in study population

Characteristic N Median IQR Percent in
top quartile
Percent
hospitalized
No. of subjects 5,771 $4,354 ($1,438–$13,799) 25.0 40.7

Agecategories

65–69 1,433 $2,593 ($869–$8,998) 17.3 30.4
70–74 1,495 $3,563 ($1,280–$10,404) 19.9 36.2
75–79 1,175 $4,772 ($1,678–$14,547) 26.1 42.4
80–84 834 $5,650 ($1,894–$16,319) 28.9 46.4
≥85 834 $10,565 ($2,957–$26,182) 41.7 58.3

Sex

Male 2,414 $4,245 ($1,179–$14,101) 25.4 41.0
Female 3,357 $4,427 ($1,594–$13,659) 24.7 40.5

Race/Ethnicity

White, non-Hispanic 4,701 $4,192 ($1,435–$13,094) 23.8 40.3
Black, non-Hispanic 635 $4,812 ($1,392–$18,654) 29.5 42.7
Hispanic 345 $7,382 ($1,758–$22,991) 35.9 42.0
Other 90 $3,633 ($1,051–$9,931) 15.6 40.0

Marital status

Married 3,317 $3,660 ($1,294–$11,510) 21.8 37.1
Divorced 581 $5,865 ($1,561–$17,901) 28.6 44.2
Widowed 1,731 $5,851 ($1,735–$18,193) 30.3 46.6
Never married 142 $3,725 ($1,205–$11,409) 21.1 38.0

Education, y

<9 662 $7,379 ($2,027–$22,991) 35.4 48.6
9-11 753 $5,497 ($1,615–$17,823) 29.0 48.3
12 2,021 $4,150 ($1,427–$13,621) 24.3 40.8
13–15 1,122 $3,578 ($1,289–$11,275) 21.0 35.8
16 559 $4,001 ($1,399–$12,446) 23.4 37.2
≥17 654 $3,427 ($1,371–$10,849) 20.2 34.6

Income as % of federal poverty level

<100% 486 $8,150 ($1,973–$25,101) 38.9 49.0
100%–199% 1,147 $5,655 ($1,634–$19,083) 30.5 48.2
200%–299% 1,069 $4,552 ($1,548–$13,319) 24.1 40.5
≥300% 3,069 $3,563 ($1,270–$11,437) 21.0 36.6

Self-rated Poor Health

No 3,918 $3,005 ($1,117–$9,472) 17.7 33.7
Yes 1,853 $9,331 ($3,240–$25,870) 40.4 55.3

Smoking status

Never smoked 2,498 $3,867 ($1,380–$11,598) 21.2 37.1
Former smoker 2,728 $4,918 ($1,592–$15,935) 27.8 43.2
Current smoker 545 $4,164 ($1,083–$15,954) 28.1 44.6

Alcohol use

None 4,088 $4,792 ($1,530–$15,523) 27.5 42.7
Moderate 1,416 $3,436 ($1,312–$9,833) 18.4 35.2
Heavy 267 $3,860 ($1,041–$11,457) 22.1 39.0

Body mass index

Missing 51 $8,948 ($3,026–$23,208) 39.2 43.1
Underweight 110 $11,725 ($2,995–$27,274) 44.6 55.5
Normal/overweight 4,062 $4,146 ($1,392–$13,311) 24.3 40.6
Obese 1,548 $4,519 ($1,521–$13,796) 24.9 39.8

Vigorous exercise

No 4,625 $4,849 ($1,555–$15,537) 27.3 43.1
Yes 1,146 $3,002 ($1,064–$8,478) 15.6 30.6

Proxy respondent

Yes 259 $12,878 ($3,395–$36,538) 24.0 39.8
No 5,512 $4,174 ($1,414–$13,163) 46.7 59.9

Dual-Medicaid
enrolled

No 5,225 $4,064 ($1,385–$12,757) 23.3 39.5
Yes 546 $9,570 ($2,619–$26,112) 41.4 51.8