| Literature DB >> 32935583 |
Soobin Kim1, James S Ryoo1, Philip B Ostrov1, Abhinav K Reddy1, Mandana Behbahani1, Ankit I Mehta1.
Abstract
STUDYEntities:
Keywords: degenerative disc disease; disc herniation; discectomy; fusion; health care disparities; laminectomy
Year: 2020 PMID: 32935583 PMCID: PMC8907631 DOI: 10.1177/2192568220951137
Source DB: PubMed Journal: Global Spine J ISSN: 2192-5682
Baseline Characteristics.
| Characteristics | Elective (n = 69 975) | Nonelective (n = 14 978) | ||
|---|---|---|---|---|
| Decompression only (n = 34 479; 49.27%), n (%) | Fusion (n = 35 496; 50.73%), n (%) | Decompression only (n = 11 882; 79.33%), n (%) | Fusion (n = 3096; 20.67%), n (%) | |
| Age, y, mean ± SD | 55.76 ± 15.99 | 51.83 ± 13.69 | 51.38 ± 16.30 | 52.29 ± 14.76 |
| Sex | ||||
| Male | 19 998 (58.0) | 18 018 (50.8) | 6472 (54.50) | 1538 (49.70) |
| Female | 14 481 (42.00) | 17 478 (49.20) | 5410 (45.50) | 1558 (50.30) |
| Race | ||||
| White | 28 015 (81.30) | 28 926 (81.50) | 9158 (77.10) | 2389 (77.20) |
| Black | 2191 (6.40) | 2864 (8.10) | 1027 (8.60) | 289 (9.30) |
| Hispanic | 2551 (7.40) | 2259 (6.40) | 1032 (8.70) | 286 (9.20) |
| Asian/Pacific Islander | 539 (1.60) | 300 (0.80) | 207 (1.70) | 26 (0.80) |
| Native American | 165 (0.50) | 184 (0.50) | 41 (0.30) | 14 (0.50) |
| Other | 1018 (3.00) | 963 (2.70) | 417 (3.50) | 92 (3.00) |
| Payer status | ||||
| Medicare | 12 011 (34.80) | 9483 (26.70) | 3142 (26.40) | 926 (29.90) |
| Medicaid | 1955 (5.70) | 3122 (8.80) | 1439 (12.10) | 272 (8.80) |
| Private insurance | 16 381 (47.50) | 17 042 (48.00) | 5743 (48.30) | 1434 (46.30) |
| Self-pay | 398 (1.20) | 315 (0.90) | 664 (5.60) | 77 (2.50) |
| No charge | 82 (0.20) | 35 (0.10) | 80 (0.70) | 5 (0.20) |
| Other | 3652 (10.60) | 5499 (15.50) | 814 (6.90) | 382 (12.30) |
| Patient location | ||||
| Central metro counties (≥1 million) | 8895 (25.80) | 7726 (21.80) | 3299 (27.80) | 701 (22.60) |
| Fringe metro counties (≥1 million) | 9397 (27.30) | 8391 (23.60) | 3373 (28.40) | 907 (29.30) |
| Counties in metro areas of 250 000-999 999 | 7116 (20.60) | 7666 (21.60) | 2371 (20.00) | 581 (18.80) |
| Counties in metro areas of 50 000 249 999 | 3483 (10.10) | 4272 (12.00) | 1138 (9.60) | 355 (11.50) |
| Micropolitan counties | 3444 (10.00) | 4445 (12.50) | 1010 (8.50) | 350 (11.30) |
| Not metro/micropolitan counties | 2144 (6.20) | 2996 (8.40) | 691 (5.80) | 202 (6.50) |
| Median household income | ||||
| 0-25th percentile | 7212 (20.90) | 9054 (25.50) | 2816 (23.70) | 875 (28.30) |
| 26th-50th percentile | 8670 (25.10) | 9679 (27.30) | 2907 (24.50) | 817 (26.40) |
| 51th-75th percentile | 9226 (26.80) | 9137 (25.70) | 2950 (24.80) | 743 (24.00) |
| 76th-100th percentile | 9371 (27.20) | 7626 (21.50) | 3209 (27.00) | 661 (21.40) |
| Hospital location/teaching status | ||||
| Rural | 1277 (3.70) | 1855 (5.20) | 392 (3.30) | 189 (6.10) |
| Urban, nonteaching | 13 078 (37.90) | 13 610 (38.30) | 3820 (32.10) | 1265 (40.90) |
| Urban, teaching | 20 124 (58.40) | 20 031 (56.40) | 7670 (64.60) | 1642 (53.00) |
| Hospital bed size | ||||
| Small | 6136 (17.80) | 7070 (19.90) | 1308 (11.00) | 640 (20.70) |
| Medium | 8730 (25.30) | 9905 (27.90) | 3057 (25.70) | 934 (30.20) |
| Large | 19 613 (56.90) | 18 521 (52.20) | 7517 (63.30) | 1,522 (49.20) |
| Hospital ownership | ||||
| Public | 2811 (8.20) | 2517 (7.10) | 1142 (9.60) | 218 (7.00) |
| Private, not-for-profit | 25 002 (72.50) | 25 242 (71.10) | 8877 (74.70) | 1819 (58.80) |
| Private, for-profit | 6666 (19.30) | 7737 (21.80) | 1863 (15.70) | 1059 (34.20) |
| Hospital region (US Census Bureau census divisions) | ||||
| New England | 1736 (5.00) | 1602 (4.50) | 757 (6.40) | 117 (3.80) |
| Middle Atlantic | 5453 (15.80) | 4880 (13.70) | 2081 (17.50) | 379 (12.20) |
| East North Central | 5145 (14.90) | 5865 (16.50) | 1777 (15.00) | 346 (11.20) |
| West North Central | 1101 (3.20) | 1513 (4.30) | 523 (4.40) | 201 (6.50) |
| South Atlantic | 6248 (18.10) | 7521 (21.20) | 2642 (22.20) | 929 (30.00) |
| East South Central | 1457 (4.20) | 2583 (7.30) | 818 (6.90) | 105 (3.40) |
| West South Central | 4822 (14.00) | 5507 (15.50) | 1211 (10.20) | 704 (22.70) |
| Mountain | 2357 (6.80) | 2647 (7.50) | 652 (5.50) | 109 (3.50) |
| Pacific | 6160 (17.90) | 3378 (9.50) | 1421 (12.00) | 206 (6.70) |
| Admission day | ||||
| Weekday (Mon-Fri) | 33 990 (98.60) | 35 325 (99.50) | 9791 (82.40) | 2829 (91.40) |
| Weekend (Sat-Sun) | 489 (1.40) | 171 (0.50) | 2091 (17.60) | 267 (8.60) |
| Admission month | ||||
| January | 3254 (9.40) | 3345 (9.40) | 1078 (9.10) | 351 (11.30) |
| February | 3082 (8.90) | 3182 (9.00) | 987 (8.30) | 249 (8.00) |
| March | 3114 (9.00) | 3091 (8.70) | 1137 (9.60) | 274 (8.90) |
| April | 3063 (8.90) | 3079 (8.70) | 1041 (8.80) | 246 (7.90) |
| May | 3162 (9.20) | 3159 (8.90) | 1052 (8.90) | 299 (9.70) |
| June | 2836 (8.20) | 3101 (8.70) | 1094 (9.20) | 223 (7.20) |
| July | 2987 (8.70) | 3179 (9.00) | 1097 (9.20) | 238 (7.70) |
| August | 3068 (8.90) | 3133 (8.80) | 1105 (9.30) | 295 (9.50) |
| September | 2792 (8.10) | 2914 (8.20) | 1006 (8.50) | 257 (8.30) |
| October | 2556 (7.40) | 2577 (7.30) | 774 (6.50) | 238 (7.70) |
| November | 2269 (6.60) | 2309 (6.50) | 726 (6.10) | 199 (6.40) |
| December | 2296 (6.70) | 2427 (6.80) | 785 (6.60) | 227 (7.30) |
| Admission year | ||||
| 2012 | 11 783 (34.20) | 10 327 (29.10) | 3273 (27.50) | 871 (28.10) |
| 2013 | 9747 (28.30) | 9541 (26.90) | 3035 (25.50) | 824 (26.60) |
| 2014 | 7870 (22.80) | 9048 (25.50) | 3232 (27.20) | 774 (25.00) |
| 2015 | 5079 (14.70) | 6580 (18.50) | 2342 (19.70) | 627 (20.30) |
Patient Characteristics for Fusion.
| Elective | Nonelective | |||
|---|---|---|---|---|
| Characteristics | Odds ratio (95% CI) |
| Odds ratio (95% CI) |
|
| Age | ||||
| Linear term | 1.12 (1.11-1.13) | <.001 | 1.00 (0.99-1.00) | 1.000 |
| Quadratic term | 1.00 (1.00-1.00) | <.001 | ||
| Sex | ||||
| Male | Reference | |||
| Female | 1.27 (1.23-1.31) | <.001 | 1.14 (1.05-1.25) | .141 |
| Race | ||||
| White | Reference | |||
| Black | 1.04 (0.98-1.11) | 1.000 | 1.10 (0.94-1.28) | 1.000 |
| Hispanic | 0.88 (0.82-0.94) | .004 | 1.14 (0.97-1.33) | 1.000 |
| Asian/Pacific Islander | 0.70 (0.60-0.81) | <.001 | 0.65 (0.42-1.01) | 1.000 |
| Native American | 0.98 (0.78-1.23) | 1.000 | 0.93 (0.46-1.89) | 1.000 |
| Other | 0.96 (0.87-1.05) | 1.000 | 1.07 (0.83-1.37) | 1.000 |
| Payer status | ||||
| Medicare | Reference | |||
| Medicaid | 1.12 (1.04-1.21) | .144 | 0.79 (0.66-0.95) | .497 |
| Private insurance | 0.83 (0.79-0.87) | <.001 | 0.96 (0.84-1.08) | 1.000 |
| Self-pay | 0.66 (0.56-0.77) | <.001 | 0.44 (0.33-0.58) | <.001 |
| No charge | 0.29 (0.19-0.44) | <.001 | 0.25 (0.10-0.64) | .173 |
| Other | 1.30 (1.22-1.38) | <.001 | 1.76 (1.48-2.10) | <.001 |
| Patient location | ||||
| Central metro counties (≥ 1 million) | Reference | |||
| Fringe metro counties (≥ 1 million) | 0.94 (0.89-0.98) | .302 | 1.19 (1.05-1.35) | .308 |
| Counties in metro areas of 250 000-999 999 | 1.17 (1.12-1.23) | <.001 | 1.03 (0.90-1.18) | 1.000 |
| Counties in metro areas of 50 000-249 999 | 1.25 (1.17-1.32) | <.001 | 1.27 (1.08-1.50) | .148 |
| Micropolitan counties | 1.26 (1.18-1.34) | <.001 | 1.09 (0.91-1.31) | 1.000 |
| Not metro/micropolitan counties | 1.27 (1.18-1.36) | <.001 | 0.99 (0.80-1.21) | 1.000 |
| Median household income | ||||
| 0-25th percentile | Reference | |||
| 26th-50th percentile | 0.99 (0.94-1.03) | 1.000 | 0.90 (0.80-1.01) | 1.000 |
| 51th-75th percentile | 0.98 (0.93-1.02) | 1.000 | 0.83 (0.73-0.95) | .216 |
| 76th-100th percentile | 0.93 (0.88-0.98) | .240 | 0.73 (0.63-0.84) | <.001 |
Admission Characteristics for Fusion.
| Characteristics | Elective | Nonelective | ||
|---|---|---|---|---|
| Odds ratio (95% CI) |
| Odds ratio (95% CI) |
| |
| Hospital location/teaching status | ||||
| Rural | Reference | |||
| Urban, nonteaching | 0.92 (0.84-1.01) | 1.000 | 0.58 (0.46-0.72) | <.001 |
| Urban, teaching | 0.83 (0.76-0.90) | <.001 | 0.47 (0.38-0.59) | <.001 |
| Hospital bed size | ||||
| Small | Reference | |||
| Medium | 1.00 (0.95-1.05) | 1.000 | 0.71 (0.62-0.81) | <.001 |
| Large | 0.85 (0.81-0.89) | <.001 | 0.52 (0.46-0.59) | <.001 |
| Hospital ownership | ||||
| Public | Reference | |||
| Private, not-for-profit | 1.21 (1.13-1.28) | <.001 | 1.12 (0.95-1.32) | 1.000 |
| Private, for-profit | 1.16 (1.08-1.24) | .003 | 1.94 (1.62-2.32) | <.001 |
| Hospital region (US Census Bureau census divisions) | ||||
| South Atlantic | Reference | |||
| New England | 0.72 (0.67-0.78) | <.001 | 0.49 (0.39-0.61) | <.001 |
| Middle Atlantic | 0.70 (0.66-0.74) | <.001 | 0.68 (0.59-0.78) | <.001 |
| East North Central | 0.88 (0.84-0.93) | <.001 | 0.67 (0.57-0.78) | <.001 |
| West North Central | 1.00 (0.91-1.09) | 1.000 | 1.03 (0.85-1.26) | 1.000 |
| East South Central | 1.28 (1.19-1.39) | <.001 | 0.42 (0.34-0.53) | <.001 |
| West South Central | 0.84 (0.79-0.89) | <.001 | 1.40 (1.23-1.60) | <.001 |
| Mountain | 0.89 (0.83-0.96) | .063 | 0.56 (0.44-0.70) | <.001 |
| Pacific | 0.46 (0.43-0.49) | <.001 | 0.49 (0.41-0.59) | <.001 |
| Admission day | ||||
| Weekday (Mon-Fri) | Reference | |||
| Weekend (Sat-Sun) | 0.34 (0.28-0.41) | <.001 | 0.50 (0.440.58) | <.001 |
| Admission month | ||||
| January | Reference | |||
| February | 1.02 (0.95-1.09) | 1.000 | 0.72 (0.59-0.87) | .047 |
| March | 0.96 (0.89-1.03) | 1.000 | 0.66 (0.55-0.80) | .001 |
| April | 0.98 (0.91-1.05) | 1.000 | 0.68 (0.56-0.83) | .007 |
| May | 0.98 (0.92-1.06) | 1.000 | 0.83 (0.69-1.00) | 1.000 |
| June | 1.08 (1.00-1.16) | 1.000 | 0.60 (0.49-0.74) | <.001 |
| July | 1.06 (0.98-1.14) | 1.000 | 0.62 (0.51-0.76) | <.001 |
| August | 1.00 (0.93-1.08) | 1.000 | 0.80 (0.66-0.96) | .664 |
| September | 1.05 (0.98-1.14) | 1.000 | 0.76 (0.63-0.93) | .293 |
| October | 1.05 (0.97-1.13) | 1.000 | 0.90 (0.74-1.11) | 1.000 |
| November | 1.07 (0.98-1.15) | 1.000 | 0.84 (0.68-1.04) | 1.000 |
| December | 1.09 (1.01-1.18) | .842 | 0.84 (0.68-1.03) | 1.000 |
| Admission year | ||||
| 2012 | Reference | |||
| 2013 | 1.14 (1.09-1.18) | <.001 | 1.05 (0.94-1.18) | 1.000 |
| 2014 | 1.36 (1.30-1.42) | <.001 | 0.94 (0.83-1.05) | 1.000 |
| 2015 | 1.56 (1.49-1.64) | <.001 | 0.93 (0.82-1.06) | 1.000 |
Figure 1.Geographical rates of fusions in elective (a) and nonelective (b) lumbar disc patients.
*States in gray (Alabama, Delaware, Idaho, New Hampshire) had no data for any of the years queried.
Figure 2.Nonmedical factors in the decision to perform fusion for lumbar disc pathologies. (a) Key findings for elective lumbar disc patients. (b) Key findings for nonelective lumbar disc patients. The figure shows a forest plot of various nonmedical factors and their associated odds of performing a fusion over a baseline decompression in lumbar disc pathologies. Data points represent the odds ratios (OR) of such factors, while the horizontal lines represent 95% confidence intervals of the respective variables. ORs with 95% confidence intervals which do not cross OR = 1.0 (horizontal dotted line) are considered statistically significant. To aid interpretation, data points have been color-coded by the following: green= statistically significant after correction for multiple testing, blue = statistically significant without correction for multiple testing, but no longer statistically significant after correction, red = not statistically significant.
*Statistically significant (P < .05) even after correction for multiple testing.
**No longer statistically significant after correction for multiple testing.