| Literature DB >> 33841887 |
Keith Wirth1, Scott Kizy1, Hisham Abdelwahab1, Jianying Zhang2, Santosh Agarwal2, Sayeed Ikramuddin1, Daniel B Leslie1.
Abstract
BACKGROUND: The Medicare population is increasing while the prevalence of obesity remains high. Bariatric surgery is the most efficacious treatment of obesity and its comorbidities. The objective of this investigation was to assess trends in utilization, readmission, mortality, and cost of bariatric surgery in the Medicare population.Entities:
Keywords: Medicare; Roux‐en‐Y gastric bypass; bariatric surgery; sleeve gastrectomy
Year: 2020 PMID: 33841887 PMCID: PMC8019272 DOI: 10.1002/osp4.462
Source DB: PubMed Journal: Obes Sci Pract ISSN: 2055-2238
Patient characteristics
| Patient Characteristics | ||||
|---|---|---|---|---|
| Disabled ( | ESRD ( | Elderly ( |
| |
| Age | ||||
| 18–34 | 4659 (8.6) | 93 (16.1) | <11 (0) | <0.0001 |
| 35–64 | 45,514 (84.4) | 469 (81.1) | 1866 (9.7) | |
| ≥65 | 3776 (7.0) | 16 (2.8) | 17,325 (90.3) | |
| Sex | ||||
| Men | 13,120 (24.3) | 237 (41.0) | 6066 (31.6) | <0.0001 |
| Women | 40,829 (75.7) | 341 (59.0) | 13,125 (68.4) | |
| BMI | ||||
| 35–39 | 8233 (15.3) | 87 (15.05) | 4908 (25.6) | <0.0001 |
| 40–44 | 13,729 (24.5) | 177 (30.6) | 6506 (33.9) | |
| 45–49 | 11,135 (20.6) | 151 (26.1) | 4049 (21.1) | |
| 50–59 | 13,253 (24.6) | 133 (23.0) | 2839 (14.8) | |
| >60 | 6709 (12.4) | 30 (5.2) | 448 (2.3) | |
| <35/Unknown | 890 (1.65) | <11 (0) | 441 (2.3) | |
| Race | ||||
| White | 38,805 (71.9) | 280 (48.4) | 17,611 (91.8) | |
| Black | 11,416 (21.1) | 213 (36.9) | 1002 (5.2) | |
| Other/unknown | 3728 (6.9) | 85 (14.7) | 578 (3.0) | |
| Comorbidities | ||||
| Diabetes | 30,489 (56.5) | 405 (70.1) | 11,601 (60.5) | <0.0001 |
| GERD | 34,441 (63.8) | 321 (55.5) | 11,320 (59.0) | <0.0001 |
| Hyperlipidemia | 34,459 (63.8) | 409 (70.8) | 14,518 (75.7) | <0.0001 |
| Hypertension | 44,240 (82.0) | 562 (97.2) | 17,377 (90.6) | <0.0001 |
| CAD | 8316 (15.4) | 157 (27.2) | 4442 (23.2) | <0.0001 |
| CHF | 5672 (10.5) | 136 (25.5) | 1620 (8.4) | <0.0001 |
| PVD | 1879 (3.5) | 43 (7.4) | 723 (3.8) | <0.0001 |
| COPD | 21,248 (39.4) | 131 (22.7) | 5009 (26.1) | <0.0001 |
| Smoking | 7095 (13.2) | 44 (7.6) | 619 (3.2) | <0.0001 |
| Depression | 22,486 (41.7) | 142 (24.6) | 5168 (26.9) | <0.0001 |
| OSA | 36,187 (67.1) | 345 (59.7) | 12,053 (62.8) | <0.0001 |
| Charlson Comorbidity Index | ||||
| 0 | 11,211 (20.8) | <11 (0) | 4307 (22.4) | <0.0001 |
| 1 | 17,432 (32.3) | 0 | 6923 (36.1) | |
| 2 | 10,670 (19.8) | 97 (16.8) | 3335 (17.4) | |
| 3 | 5938 (11.0) | 122 (21.1) | 2047 (10.7) | |
| 4 | 8698 (16.1) | 344 (59.5) | 2579 (13.4) | |
Abbreviations: BMI, body mass index; CAD, coronary artery disease; CHF, congestive heart failure; COPD, chronic obstructive pulmonary disease; ESRD, end stage renal disease; GERD, gastroesophageal reflux disease; PVD, peripheral vascular disease; OSA, obstructive sleep apnea.
Chi‐square test.
FIGURE 1Procedure selection among the Medicare population. Abbreviations: RYGB: Roux‐en‐Y gastric bypass; SG: Sleeve Gastrectomy; LAGB: Laparoscopic Adjustable Gastric Banding
Outcomes in bariatric surgery among patients of the Medicare population
| A. Length of stay | |||||
|---|---|---|---|---|---|
| All | Disabled | ESRD | Elderly |
| |
| All | 2.24 ± 2.62 | 2.28 ± 2.59 | 2.54 ± 2.09 | 2.10 ± 2.12 | <0.0001 |
| SG | 2.06 ± 2.31 | 2.10 ± 2.45 | 2.27 ± 1.35 | 1.94 ± 1.93 | <0.0001 |
| RYGB | 2.54 ± 2.87 | 2.56 ± 2.67 | 3.24 ± 2.93 | 2.46 ± 3.42 | <0.0001 |
| LAGB | 1.32 ± 1.77 | 1.34 ± 1.55 | 1.53 ± 1.30 | 1.21 ± 1.36 | 0.1679 |
| Revision | 2.24 ± 5.89 | 2.33 ± 6.79 | NR | 2.04 ± 3.37 | 0.6929 |
Abbreviations: ESRD, end stage renal disease; LAGB, laparoscopic adjustable gastric banding; RYGB, Roux‐en‐Y gastric bypass; SG, sleeve gastrectomy.
p < 0.0001 comparing the difference among procedures.
p value comparing the difference among procedures.
Breakdown of trends for 30‐, 90‐day readmission and mortality by year
| A. Length of stay by procedure (mean [std]) | |||||
|---|---|---|---|---|---|
| All | Disabled | ESRD | Elderly |
| |
| All | 2.24 (2.62) | 2.28 (2.59) | 2.54 (2.09) | 2.10 (2.12) | <0.0001 |
| SG | 2.06 (2.31) | 2.10 (2.45) | 2.27 (1.35) | 1.94 (1.93) | <0.0001 |
| RYGB | 2.54 (2.87) | 2.56 (2.67) | 3.24 (2.93) | 2.46 (3.42) | <0.0001 |
| LAGB | 1.32 (1.77) | 1.34 (1.55) | 1.53 (1.30) | 1.21 (1.36) | 0.1679 |
| Revision | 2.24 (5.89) | 2.33 (6.79) | NA | 2.04 (3.37) | 0.6929 |
Note: p‐value: comparing the difference among groups of disabled, ESRD and elderly. One Way Anova or chi‐square test was used depending on the outcome variable is continuous or categorical variable.
Abbreviations: ESRD, end stage renal disease; LAGB, laparoscopic adjustable gastric banding; RYGB, Roux‐en‐Y gastric bypass; SG, sleeve gastrectomy.
Breakdown of trends for readmission by group, procedure, and year
| Percentage of patients had at least one readmission with in 30, 60, or 90 days postoperation | ||||||||
|---|---|---|---|---|---|---|---|---|
| By study group | ||||||||
| Disabled | ESRD | Elder | ||||||
| Readmission | #patients | % | #patients | % | #patients | % | ||
| 30 days | 4446 | 8.24 | 74 | 12.80 | 1055 | 5.50 | ||
| 60 days | 5913 | 10.96 | 98 | 16.96 | 1412 | 7.36 | ||
| 90 days | 6833 | 12.67 | 122 | 21.11 | 1652 | 8.61 | ||
| BY study group and procedure type | ||||||||
| Sleeve | ||||||||
| 30 days | 1410 | 6.73 | 41 | 12.20 | 375 | 4.74 | ||
| 60 days | 1899 | 9.07 | 51 | 15.18 | 501 | 6.33 | ||
| 90 days | 2207 | 10.54 | 63 | 18.75 | 597 | 7.55 | ||
| Bypass | ||||||||
| 30 days | 2788 | 9.83 | 29 | 14.87 | 597 | 6.71 | ||
| 60 days | 3672 | 12.95 | 39 | 20.00 | 796 | 8.95 | ||
| 90 days | 4214 | 14.86 | 48 | 24.62 | 910 | 10.23 | ||
| Banding | ||||||||
| 30 days | 232 | 5.22 | 80 | 3.51 | ||||
| 60 days | 319 | 7.17 | 110 | 4.83 | ||||
| 90 days | 383 | 8.61 | 140 | 6.15 | ||||
| BY study group, year and procedure type | ||||||||
| 2011 | Sleeve | |||||||
| 30 days | NR | NR | NR | |||||
| 60 days | NR | NR | NR | |||||
| 90 days | NR | NR | NR | |||||
| Bypass | ||||||||
| 30 days | 748 | 10.50 | 119 | 6.38 | ||||
| 60 days | 1005 | 14.11 | 13 | 16.46 | 162 | 8.68 | ||
| 90 days | 1134 | 15.92 | 14 | 17.72 | 182 | 9.75 | ||
| Banding | ||||||||
| 30 days | 136 | 4.96 | 40 | 2.96 | ||||
| 60 days | 183 | 6.68 | 59 | 4.37 | ||||
| 90 days | 219 | 7.99 | 75 | 5.56 | ||||
| 2012 | Sleeve | |||||||
| 30 days | 43 | 7.21 | 20 | 9.09 | ||||
| 60 days | 50 | 8.39 | 23 | 10.45 | ||||
| 90 days | 55 | 9.23 | 23 | 10.45 | ||||
| Bypass | ||||||||
| 30 days | 756 | 10.11 | 168 | 7.82 | ||||
| 60 days | 974 | 13.02 | 12 | 15.19 | 215 | 10.01 | ||
| 90 days | 1122 | 15.00 | 16 | 20.25 | 242 | 11.27 | ||
| Banding | ||||||||
| 30 days | 62 | 5.53 | 24 | 4.20 | ||||
| 60 days | 90 | 8.03 | 31 | 5.43 | ||||
| 90 days | 109 | 9.72 | 40 | 7.01 | ||||
| 2013 | Sleeve | |||||||
| 30 days | 449 | 7.46 | 95 | 4.53 | ||||
| 60 days | 603 | 10.02 | 11 | 13.10 | 130 | 6.20 | ||
| 90 days | 670 | 11.13 | 14 | 16.67 | 155 | 7.39 | ||
| Bypass | ||||||||
| 30 days | 529 | 9.22 | NR | 115 | 6.07 | |||
| 60 days | 691 | 12.05 | NR | 148 | 7.81 | |||
| 90 days | 792 | 13.81 | NR | 179 | 9.45 | |||
| Banding | ||||||||
| 30 days | 17 | 5.38 | NR | NR | ||||
| 60 days | 25 | 7.91 | NR | NR | ||||
| 90 days | 30 | 9.49 | NR | NR | ||||
| 2014 | Sleeve | |||||||
| 30 days | 512 | 6.51 | 139 | 4.71 | ||||
| 60 days | 693 | 8.81 | 12 | 9.16 | 180 | 6.10 | ||
| 90 days | 826 | 10.50 | 18 | 13.74 | 219 | 7.42 | ||
| Bypass | ||||||||
| 30 days | 462 | 9.60 | NR | 112 | 6.18 | |||
| 60 days | 613 | 12.74 | NR | 163 | 8.99 | |||
| 90 days | 707 | 14.70 | NR | 180 | 9.93 | |||
| Banding | ||||||||
| 30 days | 14 | 7.87 | NR | NR | ||||
| 60 days | 15 | 8.43 | NR | NR | ||||
| 90 days | 19 | 10.67 | NR | NR | ||||
| 2015Q3 | Sleeve | |||||||
| 30 days | 393 | 6.15 | 24 | 22.22 | 114 | 4.38 | ||
| 60 days | 538 | 8.42 | 28 | 25.93 | 159 | 6.10 | ||
| 90 days | 639 | 10.00 | 30 | 27.78 | 190 | 7.29 | ||
| Bypass | ||||||||
| 30 days | 293 | 9.15 | NR | 83 | 7.07 | |||
| 60 days | 389 | 12.15 | NR | 108 | 9.20 | |||
| 90 days | 459 | 14.33 | NR | 127 | 10.82 | |||
Note: Only included patients who had procedures in inpatient setting.
Abbreviations: ESRD, end stage renal disease; NR, not reported due to N < 11.
Chi‐square test was performed.
30‐, 60‐, and 90‐day readmissions
| Percentage of patients had at least one readmission with in 30, 60 or 90 days postoperation | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| By study group | |||||||||
| Disabled | ESRD | Elder |
| ||||||
| Readmission | #patients | % | #patients | % | #patients | % | |||
| 30 days | 4446 | 8.24 | 74 | 12.80 | 1055 | 5.50 | <0.0001 | ||
| 60 days | 5913 | 10.96 | 98 | 16.96 | 1412 | 7.36 | <0.0001 | ||
| 90 days | 6833 | 12.67 | 122 | 21.11 | 1652 | 8.61 | <0.0001 | ||
| BY study group and procedure type | |||||||||
| Sleeve | |||||||||
| 30 days | 1410 | 6.73 | 41 | 12.20 | 375 | 4.74 | |||
| 60 days | 1899 | 9.07 | 51 | 15.18 | 501 | 6.33 | |||
| 90 days | 2207 | 10.54 | 63 | 18.75 | 597 | 7.55 | |||
| Bypass | |||||||||
| 30 days | 2788 | 9.83 | 29 | 14.87 | 597 | 6.71 | |||
| 60 days | 3672 | 12.95 | 39 | 20.00 | 796 | 8.95 | |||
| 90 days | 4214 | 14.86 | 48 | 24.62 | 910 | 10.23 | |||
| Banding | |||||||||
| 30 days | 232 | 5.22 | 80 | 3.51 | |||||
| 60 days | 319 | 7.17 | 110 | 4.83 | |||||
| 90 days | 383 | 8.61 | 140 | 6.15 | |||||
| BY study group, year, and procedure type | |||||||||
| 2011 | Sleeve | ||||||||
| 30 days | NR | NR | NR | ||||||
| 60 days | NR | NR | NR | ||||||
| 90 days | NR | NR | NR | ||||||
| Bypass | |||||||||
| 30 days | 748 | 10.50 | 119 | 6.38 | |||||
| 60 days | 1005 | 14.11 | 13 | 16.46 | 162 | 8.68 | |||
| 90 days | 1134 | 15.92 | 14 | 17.72 | 182 | 9.75 | |||
| Banding | |||||||||
| 30 days | 136 | 4.96 | 40 | 2.96 | |||||
| 60 days | 183 | 6.68 | 59 | 4.37 | |||||
| 90 days | 219 | 7.99 | 75 | 5.56 | |||||
| 2012 | Sleeve | ||||||||
| 30 days | 43 | 7.21 | 20 | 9.09 | |||||
| 60 days | 50 | 8.39 | 23 | 10.45 | |||||
| 90 days | 55 | 9.23 | 23 | 10.45 | |||||
| Bypass | |||||||||
| 30 days | 756 | 10.11 | 168 | 7.82 | |||||
| 60 days | 974 | 13.02 | 12 | 15.19 | 215 | 10.01 | |||
| 90 days | 1122 | 15.00 | 16 | 20.25 | 242 | 11.27 | |||
| Banding | |||||||||
| 30 days | 62 | 5.53 | 24 | 4.20 | |||||
| 60 days | 90 | 8.03 | 31 | 5.43 | |||||
| 90 days | 109 | 9.72 | 40 | 7.01 | |||||
| 2013 | Sleeve | ||||||||
| 30 days | 449 | 7.46 | 95 | 4.53 | |||||
| 60 days | 603 | 10.02 | 11 | 13.10 | 130 | 6.20 | |||
| 90 days | 670 | 11.13 | 14 | 16.67 | 155 | 7.39 | |||
| Bypass | |||||||||
| 30 days | 529 | 9.22 | NR | 115 | 6.07 | ||||
| 60 days | 691 | 12.05 | NR | 148 | 7.81 | ||||
| 90 days | 792 | 13.81 | NR | 179 | 9.45 | ||||
| Banding | |||||||||
| 30 days | 17 | 5.38 | NR | NR | |||||
| 60 days | 25 | 7.91 | NR | NR | |||||
| 90 days | 30 | 9.49 | NR | NR | |||||
| 2014 | Sleeve | ||||||||
| 30 days | 512 | 6.51 | 139 | 4.71 | |||||
| 60 days | 693 | 8.81 | 12 | 9.16 | 180 | 6.10 | |||
| 90 days | 826 | 10.50 | 18 | 13.74 | 219 | 7.42 | |||
| Bypass | |||||||||
| 30 days | 462 | 9.60 | NR | 112 | 6.18 | ||||
| 60 days | 613 | 12.74 | NR | 163 | 8.99 | ||||
| 90 days | 707 | 14.70 | NR | 180 | 9.93 | ||||
| Banding | |||||||||
| 30 days | 14 | 7.87 | NR | NR | |||||
| 60 days | 15 | 8.43 | NR | NR | |||||
| 90 days | 19 | 10.67 | NR | NR | |||||
| 2015Q3 | Sleeve | ||||||||
| 30 days | 393 | 6.15 | 24 | 22.22 | 114 | 4.38 | |||
| 60 days | 538 | 8.42 | 28 | 25.93 | 159 | 6.10 | |||
| 90 days | 639 | 10.00 | 30 | 27.78 | 190 | 7.29 | |||
| Bypass | |||||||||
| 30 days | 293 | 9.15 | NR | 83 | 7.07 | ||||
| 60 days | 389 | 12.15 | NR | 108 | 9.20 | ||||
| 90 days | 459 | 14.33 | NR | 127 | 10.82 | ||||
Abbreviation: ESRD, end stage renal disease; NR, not reported due to N < 11.
Only included patients who had procedures in inpatient setting.
Chi‐square test was performed.
Multivariable logistic regression for factors associated with 30‐day readmission
| Factors associated with 30‐day readmission | ||||
|---|---|---|---|---|
| Characteristic | Odds ratio | 95% odds ratio confidence limits |
| |
| Procedure | ||||
| RYGB | REF | |||
| SG | 0.73 | 0.675 | 0.79 | <0.0001 |
| LAGB | 0.513 | 0.445 | 0.593 | <0.0001 |
| Revision | 0.951 | 0.565 | 1.598 | 0.8485 |
| Diagnosis year | ||||
| 2011 | REF | |||
| 2012 | 0.939 | 0.849 | 1.038 | 0.2186 |
| 2013 | 0.864 | 0.779 | 0.959 | 0.0059 |
| 2014 | 0.813 | 0.731 | 0.905 | 0.0002 |
| 2015 | 0.792 | 0.705 | 0.891 | <0.0001 |
| Age group | ||||
| ≥65 | REF | |||
| 18–34 | 1.375 | 1.165 | 1.623 | 0.0002 |
| 35–64 | 1.023 | 0.902 | 1.162 | 0.7203 |
| Gender | ||||
| Women | REF | |||
| Men | 0.942 | 0.871 | 1.018 | 0.1308 |
| Race | ||||
| White | REF | |||
| Black | 1.303 | 1.207 | 1.406 | <0.0001 |
| Others | 1.198 | 1.057 | 1.358 | 0.0048 |
| Region | ||||
| Midwest | REF | |||
| Northeast | 1.159 | 1.055 | 1.274 | 0.002 |
| South | 1.035 | 0.956 | 1.121 | 0.396 |
| West | 1.126 | 1.013 | 1.251 | 0.0279 |
| BMI | ||||
| 35–39 | REF | |||
| 40–44 | 1.002 | 0.9 | 1.116 | 0.9711 |
| 45–49 | 1.048 | 0.938 | 1.171 | 0.4026 |
| 50–59 | 1.088 | 0.977 | 1.212 | 0.1226 |
| >60 | 1.177 | 1.041 | 1.332 | 0.0095 |
| <35/Unknown | 0.9 | 0.676 | 1.198 | 0.4697 |
| Comorbidities | ||||
| Diabetics | 1.083 | 1.01 | 1.162 | 0.025 |
| GERD | 1.405 | 1.309 | 1.509 | <0.0001 |
| HLD | 1.004 | 0.933 | 1.08 | 0.9203 |
| HTN | 1.388 | 1.252 | 1.539 | <0.0001 |
| CAD | 1.292 | 1.187 | 1.406 | <0.0001 |
| CHF | 1.456 | 1.329 | 1.595 | <0.0001 |
| PAD | 1.554 | 1.357 | 1.78 | <0.0001 |
| COPD | 1.273 | 1.193 | 1.359 | <0.0001 |
| CRF | 1.859 | 1.706 | 2.026 | <0.0001 |
| RA | 1.243 | 1.102 | 1.403 | 0.0004 |
| Smoking | 1.351 | 1.242 | 1.471 | <0.0001 |
| Depression | 1.479 | 1.387 | 1.578 | <0.0001 |
| Sleep apnea | 1.108 | 1.029 | 1.192 | 0.0065 |
Abbreviations: BMI, body mass index; CAD, coronary artery disease; CHF, congestive heart failure; COPD, chronic obstructive pulmonary disease; CRF, Chronic renal failure; GERD, gastroesophageal reflux disease; HLD, hyperlipidemia; HTN, hypertension; LAGB, laparoscopic adjustable gastric banding; PAD, peripheral arterial disease; RA, rheumatoid arthritis; RYGB, Roux‐en‐Y gastric bypass; SG, sleeve gastrectomy.
30‐, 60‐, and 90‐day mortality
| Motality rate with in 30, 60, or 90 days post‐operation | ||||||||
|---|---|---|---|---|---|---|---|---|
| By study group | ||||||||
| Disabled | ESRD1 | Elder |
| |||||
| Death | #patients | % | #patients | % | #patients | % | ||
| 30 days | 121 | 0.22 | NR | . | 53 | 0.28 | 0.2051 | |
| 60 days | 163 | 0.30 | NR | . | 64 | 0.33 | 0.5025 | |
| 90 days | 178 | 0.33 | NR | . | 71 | 0.37 | 0.4136 | |
| BY study group and procedure type1 | ||||||||
| Sleeve | ||||||||
| 30 days | 31 | 0.15 | NR | . | 20 | 0.25 | ||
| 60 days | 45 | 0.21 | NR | . | 25 | 0.32 | ||
| 90 days | 49 | 0.23 | NR | . | 26 | 0.33 | ||
| Bypass | ||||||||
| 30 days | 85 | 0.30 | NR | . | 30 | 0.34 | ||
| 60 days | 111 | 0.39 | NR | . | 36 | 0.40 | ||
| 90 days | 121 | 0.43 | NR | . | 41 | 0.46 | ||
Abbreviation: ESRD, end stage renal disease.
Only included patients who had procedures in inpatient setting.
Chi‐square test was performed.
Factors associated with 30‐day mortality
| Factors associated with cost of procedure | ||||
|---|---|---|---|---|
| Characteristic | Odds ratio | Odds ratio 95% CI |
| |
| Procedure | ||||
| RYGB | REF | |||
| SG | 0.87 | 0.86 | 0.88 | <0.0001 |
| LAGB | 0.73 | 0.72 | 0.75 | <0.0001 |
| Revision | 0.89 | 0.83 | 0.95 | 0.0005 |
| Diagnosis year | ||||
| 2011 | REF | |||
| 2012 | 1.03 | 1.02 | 1.05 | <0.0001 |
| 2013 | 1.04 | 1.02 | 1.05 | <0.0001 |
| 2014 | 1.03 | 1.02 | 1.05 | <0.0001 |
| 2015 | 1.05 | 1.04 | 1.07 | <0.0001 |
| Age group | ||||
| ≥65 | REF | |||
| 18–34 | 0.96 | 0.94 | 0.98 | <0.0001 |
| 35–64 | 0.98 | 0.97 | 1 | 0.0493 |
| Gender | ||||
| Women | REF | |||
| Men | 1.03 | 1.02 | 1.04 | <0.0001 |
| Race | ||||
| White | REF | |||
| Black | 1.06 | 1.05 | 1.07 | <0.0001 |
| Others | 1.04 | 1.03 | 1.06 | <0.0001 |
| Region | ||||
| Midwest | REF | |||
| Northeast | 0.96 | 0.94 | 0.97 | <0.0001 |
| South | 0.89 | 0.89 | 0.9 | <0.0001 |
| West | 1.07 | 1.06 | 1.09 | <0.0001 |
| BMI | ||||
| 35–39 | REF | |||
| 40–44 | 1.01 | 1 | 1.02 | 0.0743 |
| 45–49 | 1.03 | 1.02 | 1.04 | <0.0001 |
| 50–59 | 1.03 | 1.02 | 1.04 | <0.0001 |
| >60 | 1.12 | 1.11 | 1.14 | <0.0001 |
| <35/Unknown | 1.12 | 1.08 | 1.16 | <0.0001 |
| Comorbidities | ||||
| Diabetics | 1.03 | 1.02 | 1.04 | <0.0001 |
| GERD | 1.01 | 1 | 1.01 | 0.2073 |
| HLD | 0.99 | 0.98 | 1 | 0.1438 |
| HTN | 1.01 | 1 | 1.02 | 0.1542 |
| CAD | 1.01 | 1 | 1.02 | 0.0464 |
| CHF | 1.08 | 1.07 | 1.1 | <0.0001 |
| PAD | 1.08 | 1.06 | 1.1 | <0.0001 |
| COPD | 1.04 | 1.03 | 1.05 | <0.0001 |
| CRF | 1.12 | 1.11 | 1.14 | <0.0001 |
| RA | 0.99 | 0.97 | 1 | 0.1053 |
| Smoking | 0.99 | 0.98 | 1 | 0.1265 |
| Depression | 1 | 0.99 | 1.01 | 0.9325 |
| Sleep apnea | 1.05 | 1.04 | 1.05 | <0.0001 |
Abbreviations: BMI, body mass index; CAD, coronary artery disease; CHF, congestive heart failure; COPD, chronic obstructive pulmonary disease; CRF, chronic renal failure; GERD, gastroesophageal reflux disease; HLD, hyperlipidemia; HTN, hypertension; LAGB, laparoscopic adjustable gastric banding; PAD, peripheral arterial disease; RA, rheumatoid arthritis; RYGB, Roux‐en‐Y gastric bypass; SG, sleeve gastrectomy.
Factors associated with adjusted cost ratio for surgical intervention
| Adjusted cost ratio | ||||
|---|---|---|---|---|
| Characteristic | Odds ratio | 95% odds ratio confidence limits |
| |
| Study group | ||||
| Elderly | REF | |||
| Disabled | 1.01 | 1.03 | 1.00 | 0.0805 |
| ESRD | 0.98 | 1.02 | 0.94 | 0.3588 |
| Procedure | ||||
| RYGB | REF | |||
| SG | 0.87 | 0.87 | 0.86 | <0.0001 |
| LAGB | 0.73 | 0.74 | 0.72 | <0.0001 |
| Revision | 0.85 | 0.90 | 0.81 | <0.0001 |
| Diagnosis year | ||||
| 2011 | REF | |||
| 2012 | 1.03 | 1.04 | 1.02 | <0.0001 |
| 2013 | 1.04 | 1.05 | 1.03 | <0.0001 |
| 2014 | 1.03 | 1.04 | 1.02 | <0.0001 |
| 2015 | 1.05 | 1.06 | 1.03 | <0.0001 |
| Age group | ||||
| ≥65 | REF | |||
| 18–34 | 0.95 | 0.97 | 0.93 | <0.0001 |
| 35–64 | 0.98 | 1.00 | 0.97 | 0.0159 |
| Gender | ||||
| Women | REF | |||
| Men | 1.03 | 1.04 | 1.02 | <0.0001 |
| Race | ||||
| White | REF | |||
| Black | 1.06 | 1.07 | 1.05 | <0.0001 |
| Others | 1.05 | 1.06 | 1.03 | <0.0001 |
| Region | ||||
| Midwest | REF | |||
| Northeast | 0.96 | 0.97 | 0.95 | <0.0001 |
| South | 0.90 | 0.91 | 0.90 | <0.0001 |
| West | 1.07 | 1.08 | 1.05 | <0.0001 |
| BMI | ||||
| 35–39 | REF | |||
| 40–44 | 1.01 | 1.02 | 1.00 | 0.0262 |
| 45–49 | 1.03 | 1.04 | 1.02 | <0.0001 |
| 50–59 | 1.04 | 1.05 | 1.03 | <0.0001 |
| >60 | 1.13 | 1.14 | 1.11 | <0.0001 |
| <35/Unknown | 1.10 | 1.13 | 1.08 | <0.0001 |
| Comorbidities | ||||
| Diabetics | 1.03 | 1.03 | 1.02 | <0.0001 |
| GERD | 1.01 | 1.02 | 1.00 | 0.0024 |
| HLD | 0.99 | 0.99 | 0.98 | 0.0007 |
| HTN | 1.00 | 1.01 | 0.99 | 0.9635 |
| CAD | 1.01 | 1.02 | 1.00 | 0.0797 |
| CHF | 1.11 | 1.12 | 1.10 | <0.0001 |
| PAD | 1.08 | 1.09 | 1.06 | <0.0001 |
| COPD | 1.04 | 1.04 | 1.03 | <0.0001 |
| CRF | 1.12 | 1.14 | 1.11 | <0.0001 |
| RA | 0.98 | 1.00 | 0.97 | 0.028 |
| Smoking | 0.99 | 1.00 | 0.98 | 0.2483 |
| Depression | 1.00 | 1.01 | 1.00 | 0.512 |
| Sleep apnea | 1.03 | 1.04 | 1.03 | <0.0001 |
Abbreviations: BMI, body mass index; CAD, coronary artery disease; CHF, congestive heart failure; COPD, chronic obstructive pulmonary disease; CRF, chronic renal failure; ESRD, end stage renal disease; GERD, gastroesophageal reflux disease; HLD, hyperlipidemia; HTN, hypertension; LAGB, laparoscopic adjustable gastric banding; PAD, peripheral arterial disease; RA, rheumatoid arthritis; RYGB, Roux‐en‐Y gastric bypass; SG, sleeve gastrectomy.
FIGURE 2Mean cost per procedure in the Medicare population. Abbreviations: RYGB: Roux‐en‐Y gastric bypass; SG: Sleeve Gastrectomy; LAGB: Laparoscopic Adjustable Gastric Banding