Table 5.
Quantiles Regressions | GLM | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Q25 | Q50 | Q75 | Q90 | Q95 | |||||||||
Total Costs | |||||||||||||
All Favorable (ref., $) | 416 | 1,548 | 4,844 | 16,962 | 35,084 | 6,903 | |||||||
Marginal effect from ref.; Mean [SE] | |||||||||||||
1+ Elevated, None High | 89*** | 207*** | 368 | 1,266 | 4,001*** | 1,157*** | |||||||
(30) | (66) | (189) | (809) | (1,334) | (440) | ||||||||
1 High | 82*** | 282*** | 892*** | 4,438*** | 10,219*** | 2,429*** | |||||||
(28) | (64) | (187) | (839) | (1,226) | (425) | ||||||||
2 + High | 164*** | 640*** | 3,019*** | 13,087*** | 21,572*** | 4,628*** | |||||||
(30) | (72) | (240) | (989) | (1,403) | (428) | ||||||||
CVD-related Costs | |||||||||||||
All Favorable (ref., $) | 0 | 0 | 0 | 380 | 1,116 | 616 | |||||||
Marginal effect from ref.; Mean [SE] | |||||||||||||
1+ Elevated, None High | − | − | 1 | 34 | 27 | 743*** | |||||||
(2) | (17) | (52) | (197) | ||||||||||
1 High | − | − | 7*** | 145*** | 424*** | 1,140*** | |||||||
(2) | (32) | (98) | (190) | ||||||||||
2 + High | − | − | 175*** | 1,058*** | 7,319*** | 1,758*** | |||||||
(13) | (78) | (633) | (186) | ||||||||||
Non-CVD-related Costs | |||||||||||||
All Favorable (ref., $) | 391 | 1,448 | 4,464 | 14,810 | 31,784 | 6,287 | |||||||
Marginal effect from ref.; Mean [SE] | |||||||||||||
1+ Elevated, None High | 83*** | 188*** | 274 | 512 | 3,136** | 665 | |||||||
(26) | (62) | (168) | (671) | (1,268) | (371) | ||||||||
1 High | 67*** | 226*** | 636*** | 2,825*** | 7,260*** | 1,507*** | |||||||
(25) | (59) | (164) | (692) | (1,324) | (359) | ||||||||
2 + High | 121*** | 479*** | 1,886*** | 8,239*** | 15,677*** | 3,013*** | |||||||
(26) | (64) | (200) | (827) | (1,435) | (363) | ||||||||
Acute Inpatient Costs | |||||||||||||
All Favorable (ref., $) | 0 | 0 | 0 | 6,386 | 17,137 | 2,601 | |||||||
Marginal effect from ref.; Mean [SE] | |||||||||||||
1+ Elevated, None High | − | − | − | 322 | 2,146** | 716*** | |||||||
(305) | (956) | (268) | |||||||||||
1 High | − | − | − | 2,467*** | 6,152*** | 1,496*** | |||||||
(438) | (983) | (258) | |||||||||||
2 + High | − | − | − | 7,676*** | 13,254*** | 2,673*** | |||||||
(493) | (1,053) | (257) | |||||||||||
Post-acute Inpatient Costs | |||||||||||||
All Favorable (ref., $) | 0 | 0 | 0 | 0 | 0 | 454 | |||||||
Marginal effect from ref.; Mean [SE] | |||||||||||||
1+ Elevated, None High | − | − | − | − | 9 | 217*** | |||||||
(6) | (69) | ||||||||||||
1 High | − | − | − | − | 11 | 313*** | |||||||
(6) | (66) | ||||||||||||
2 + High | − | − | − | − | 21*** | 494*** | |||||||
(7) | (66) | ||||||||||||
Ambulatory Care Costs | |||||||||||||
All Favorable (ref., $) | 405 | 1,464 | 3,943 | 7,746 | 11,766 | 3,343 | |||||||
Marginal effect from ref.; Mean [SE] | |||||||||||||
1+ Elevated, None High | 83*** | 171*** | 242 | 593 | 882** | 201 | |||||||
(28) | (61) | (142) | (311) | (379) | (160) | ||||||||
1 High | 70*** | 200*** | 399*** | 1,182*** | 1,704*** | 419*** | |||||||
(27) | (58) | (137) | (309) | (385) | (156) | ||||||||
2 + High | 137*** | 452*** | 1,070*** | 2,502*** | 3,511*** | 921*** | |||||||
(28) | (63) | (145) | (413) | (157) | |||||||||
Home Health Costs | |||||||||||||
All Favorable (ref., $) | 0 | 0 | 0 | 0 | 144 | 317 | |||||||
Marginal effect from ref.; Mean [SE] | |||||||||||||
1 Elevated, None High | − | − | − | 4** | 21 | 99** | |||||||
(1) | (12) | (50) | |||||||||||
1 High | − | − | − | 5*** | 37*** | 200*** | |||||||
(1) | (13) | (50) | |||||||||||
2 + High | − | − | − | 12*** | 1,310*** | 356*** | |||||||
(2) | (173) | (47) | |||||||||||
Other Costs | |||||||||||||
All Favorable (ref., $) | 0 | 0 | 0 | 85 | 282 | 187 | |||||||
Marginal effect from ref.; Mean [SE] | |||||||||||||
1+ Elevated, None High | − | − | − | 8*** | 26*** | 62 | |||||||
(2) | (7) | (48) | |||||||||||
1 High | − | − | − | 15*** | 82*** | 136*** | |||||||
(2) | (18) | (45) | |||||||||||
2 + High | − | − | − | 116*** | 415*** | 175*** | |||||||
(18) | (50) | (44) |
Notes: Coefficients (cluster-robust standard errors in parenthesis) are obtained from quantile regressions. Each column by outcome is one regression. The sample size for each regression is 158,306. All regressions also control for age at follow-up, state of residence, year, baseline age, race, sex, baseline education, and whether the participant died during the year.
p<0.05
p<0.01s