1Department of Internal Medicine, Central Michigan University College of Medicine, Saginaw, MI, USA
2Department of Gastroenterology, Parkview Cancer Institute, Fort Wayne, IN, USA
3The Wright Center for Graduate Medical Education, Scranton, PA, USA
4Department of Internal Medicine, Mercer University School of Medicine, Macon, GA, USA
5Department of Gastroenterology and Hepatology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
6Department of Gastroenterology, Hepatology and Nutrition, Cleveland Clinic Foundation, Cleveland, OH, USA
7Department of Statistics, Actuarial and Data Science, Central Michigan University, Mt. Pleasant, MI, USA
8Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN, USA
9Division of Interventional Oncology and Surgical Endoscopy (IOSE), Parkview Cancer Institute, Fort Wayne, IN, USA
Copyright © 2023 Korean Society of Gastrointestinal Endoscopy
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Conflicts of Interest
The authors have no potential conflicts of interest.
Funding
None.
Acknowledgments
We analyzed the NIS database from 2007 to 2017, available online at http://www.hcupus.ahrq.gov. The NIS is a large publicly available all-payer inpatient care database in the US that contains data on more than seven million hospital stays annually. Its large sample size is ideal for developing national and regional estimates, and enables analyses of rare conditions, uncommon treatments, and special populations.
Author Contributions
Conceptualization: DSD, AP, HG, NRS; Data curation: DSD, CIC; Formal analysis: CIC; Investigation: all authors; Methodology: DSD, AP, HG, CIC, NRS; Project administration: DSD, MAH, MRS, NRS; Resources: DSD, CIC; Software: CIC; Supervision: DSD, MAH, MRS, NRS; Validation: all authors; Visualization: all authors; Writing–original draft: DSD, AP, HG; Writing–review & editing: all authors.
Epidemiological variable | Year |
Trend (p-value) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2007–2017 | ||
Total no. of hospitalizations | 17,888 | 19,388 | 19,389 | 19,408 | 20,748 | 18,990 | 20,700 | 20,525 | 20,990 | 20,925 | 21,715 | 22,0666 | Increase (0.0006) |
Mean age (yr) | 67.0 | 66.0 | 66.3 | 66.2 | 66.0 | 66.0 | 66.0 | 66.5 | 66.3 | 66.4 | 66.2 | 66.3 | No trend (0.6317) |
Age group (yr) | |||||||||||||
18–34 | 1,072(6.0) | 1,284 (6.6) | 1,261 (6.5) | 1,315 (6.8) | 1,288 (6.2) | 1,255(6.6) | 1,475 (7.1) | 1,225(6.0) | 1,435 (6.8) | 1,285 (6.1) | 1,475 (6.8) | 14,370 (6.5) | No trend(0.1110) |
35–49 | 2,236 (12.5) | 2,478 (12.8) | 2,432 (12.5) | 2,240 (11.5) | 2,619 (12.6) | 2,400 (12.6) | 2,400 (11.6) | 2,445 (11.9) | 2,185 (10.4) | 2,330 (11.1) | 2,435 (11.2) | 26,200 (11.9) | Decrease (<0.0001) |
50–64 | 3,586 (20.1) | 4,372 (22.6) | 4,322 (22.3) | 4,587 (23.6) | 5,101 (24.6) | 4,280 (22.5) | 4,745 (22.9) | 4,705 (22.9) | 5,015 (23.9) | 4,790 (22.9) | 4,950 (22.8) | 50,453 (22.9) | Increase (<0.0001) |
65–79 | 5,614 (31.4) | 5,611 (28.9) | 5,753 (29.7) | 5,787 (29.8) | 6,030 (29.1) | 5,715 (30.1) | 6,420 (31.0) | 6,175 (30.1) | 6,500 (30.1) | 6,825 (32.6) | 6,940 (32.0) | 67,370 (30.5) | Increase (<0.0001) |
≥80 | 5,380 (30.1) | 5,643 (29.1) | 5,620 (29.0) | 5,478 (28.2) | 5,710 (27.5) | 5,340 (28.1) | 5,660 (27.3) | 5,975 (29.1) | 5,855 (27.9) | 5,695 (27.2) | 5,915 (27.2) | 62,272 (28.2) | Decrease (<0.0001) |
Sex | |||||||||||||
Male | 7,823 (43.8) | 8,690 (44.8) | 8,601 (44.4) | 8,645 (44.6) | 9,068 (43.8) | 8,460 (44.6) | 9,100 (44.0) | 9,620 (46.9) | 9,600 (45.7) | 9,450 (45.2) | 9,860 (45.4) | 98,917 (44.8) | Increase (<0.0001) |
Female | 10,057 (56.3) | 10,693 (55.2) | 10,777 (55.6) | 10,749 (55.4) | 11,657 (56.2) | 10,530 (55.5) | 11,595 (56.0) | 10,900 (53.1) | 11,390 (54.3) | 11,470 (54.8) | 11,855 (54.6) | 121,672 (55.1) | Decrease (<0.0001) |
Race | |||||||||||||
White | 10,190 (76.4) | 12,166 (77.2) | 12,329 (74.2) | 13,009 (74.7) | 14,256 (75.8) | 13,350 (74.8) | 14,640 (75.3) | 14,465 (74.8) | 14,475 (73.8) | 14,765 (74.8) | 15,275 (73.3) | 148,920 (74.9) | Decrease (<0.0001) |
Black | 1,547 (11.6) | 1,914 (12.1) | 2,231 (13.4) | 2,479 (14.2) | 2,429 (12.9) | 2,480 (13.9) | 2,640 (13.6) | 2,850 (14.7) | 2,730 (13.9) | 2,840 (14.4) | 3,095 (14.9) | 27,235 (13.7) | Increase (<0.0001) |
Hispanic | 864(6.5) | 913(5.8) | 1,156 (7.0) | 1,127 (6.5) | 1,420 (7.6) | 1,085 (6.1) | 1,250 (6.4) | 1,175(6.1) | 1,485 (7.6) | 1,230 (6.2) | 1,505 (7.2) | 13,211 (6.7) | Increase (0.0033) |
Asian | 326(2.5) | 353(2.2) | 309(1.9) | 265 (1.5) | 221(1.2) | 285(1.6) | 440(2.3) | 295(1.5) | 370(1.9) | 355 (1.8) | 375(1.8) | 3,594(1.8) | Decrease (0.0037) |
Native American | 94(0.7) | 79(0.5) | 91(0.5) | 143(0.8) | 66(0.4) | 100(0.6) | 70(0.4) | 95(0.5) | 115(0.6) | 110(0.6) | 85(0.4) | 1,048(0.5) | Decrease (0.0017) |
Other | 312(2.3) | 342(2.2) | 502(3.0) | 388 (2.2) | 411(2.2) | 545(3.1) | 410(2.1) | 460(2.4) | 450(2.3) | 450(2.3) | 495(2.4) | 4,764(2.4) | No trend (0.1023) |
Charlson comorbidity index | |||||||||||||
0 | 8,053 (45.0) | 8,488 (43.8) | 8,180 (42.2) | 7,969 (41.1) | 8,683 (41.9) | 7,860 (41.4) | 8,545 (41.3) | 8,315 (40.5) | 8,565 (40.8) | 8,310 (39.7) | 8,465 (39.0) | 91,433 (41.4) | Decrease (<0.0001) |
1 | 4,430 (24.8) | 5,180 (26.7) | 4,695 (24.2) | 4,727 (24.4) | 5,124 (24.7) | 4,590 (24.2) | 5,095 (24.6) | 5,040 (24.6) | 4,865 (23.2) | 4,845 (23.2) | 5,255 (24.2) | 53,847 (24.4) | Decrease (<0.0001) |
2 | 2,729 (15.3) | 2,921 (15.1) | 3,169 (16.3) | 2,967 (15.3) | 3,185 (15.4) | 2,940 (15.5) | 3,215 (15.5) | 3,240 (15.8) | 3,215 (15.3) | 3,155 (15.1) | 3,090 (14.2) | 33,827 (15.3) | Decrease (0.0026) |
≥3 | 2,676 (15.0) | 2,798 (14.4) | 3,344 (17.3) | 3,745 (19.3) | 3,755 (18.1) | 3,600 (19.0) | 3,845 (18.6) | 3,930 (19.2) | 4,345 (20.7) | 4,615 (22.1) | 4,905 (22.6) | 41,559 (18.8) | Increase (<0.0001) |
Associations | |||||||||||||
Opioid use | 33(0.2) | 39(0.2) | 66(0.3) | 90(0.5) | 99(0.5) | 110(0.6) | 140(0.7) | 140(0.7) | 145(0.7) | 235(1.1) | 210(1.0) | 1,306(0.6) | Increase (<0.0001) |
Multiple sclerosis | 144(0.8) | 148(0.8) | 108(0.6) | 174(0.9) | 163(0.9) | 165(0.9) | 140(0.7) | 160(0.8) | 205(1.0) | 170(0.8) | 185(0.9) | 1,762(0.8) | Increase (0.0186) |
Parkinson’s disease | 453(2.5) | 487(2.5) | 579(3.0) | 506 (2.6) | 556(2.7) | 545(2.9) | 515(2.5) | 540(2.6) | 685(3.3) | 810(3.9) | 785(3.6) | 6,461 (2.9) | Increase (<0.0001) |
Epilepsy | 392(2.2) | 722(3.7) | 803(4.1) | 843(4.3) | 882(4.3) | 850(4.5) | 1,060(5.1) | 1,080(5.3) | 980(4.7) | 1,095 (5.2) | 1,140 (5.3) | 9,847(4.5) | Increase (<0.0001) |
Depression | 79(0.4) | 140(0.7) | 139(0.7) | 149(0.8) | 178(0.9) | 170(0.9) | 210(1.0) | 260(1.3) | 780(3.7) | 2,770 (13.2) | 2,920 (13.5) | 7,795(3.5) | Increase (<0.0001) |
Anxiety | 556(3.1) | 737(3.8) | 697(3.6) | 853(4.4) | 1,158 (5.6) | 1,440(7.6) | 2,010 (9.7) | 2,040(9.9) | 2,385 (11.4) | 2,680 (12.8) | 2,595 (12.0) | 17,151 (7.8) | Increase (<0.0001) |
Migraines | 141(0.8) | 176(0.9) | 188(1.0) | 223(1.2) | 282(1.4) | 270(1.4) | 330(1.6) | 315(1.5) | 280(1.3) | 340(1.6) | 370(1.7) | 2,915(1.3) | Increase (<0.0001) |
Attention deficit hyperactivity disorder | 44(0.3) | 35(0.2) | 36(0.2) | 39(0.2) | 91(0.4) | 70(0.4) | 100(0.5) | 90(0.4) | 120(0.6) | 130(0.6) | 105(0.5) | 859(0.4) | Increase (<0.0001) |
Chronic constipation | 1,398(7.8) | 1,518 (7.8) | 1,902 (9.8) | 2,147 (11.1) | 2,442 (11.8) | 2,245 (11.8) | 2,640 (12.8) | 2,745 (13.4) | 2,700 (12.9) | 2,225 (10.6) | 2,520 (11.6) | 24,482 (11.1) | Increase (<0.0001) |
Disposition | |||||||||||||
Discharge home | 9,029 (50.5) | 9,768 (50.4) | 9,657 (49.8) | 9,545 (49.2) | 10,705 (51.7) | 9,805 (51.7) | 10,650 (51.5) | 10,555 (51.5) | 10,500 (50.1) | 10,270 (49.1) | 10,860 (50.1) | 111,343 (50.5) | No trend (0.2320) |
Transfer to short-term hospital | 416(2.3) | 597(3.1) | 487(2.5) | 514(2.7) | 583(2.8) | 475(2.5) | 505(2.4) | 465 (2.3) | 570 (2.7) | 460 (2.2) | 585 (2.7) | 5,657 (2.6) | Decrease (0.0267) |
Transfer to another facility (includes skilled nursing facility, intermediate care facility) | 4,705 (26.3) | 4,965 (25.6) | 5,248 (27.1) | 5,319 (27.4) | 5,172 (25.0) | 4,775 (25.2) | 5,300 (25.6) | 5,185 (25.3) | 5,345 (25.5) | 5,585 (26.7) | 5,400 (24.9) | 56,999 (25.9) | Decrease (0.0004) |
Home health care | 2,305 (12.9) | 2,494 (12.9) | 2,454 (12.7) | 2,562 (13.2) | 2,718 (13.1) | 2,510 (13.2) | 2,845 (13.8) | 2,790 (13.6) | 3,025 (14.4) | 3,040 (14.5) | 3,320 (15.3) | 30,064 (13.6) | Increase (<0.0001) |
Discharge against medical advice | 71 (0.4) | 94 (0.5) | 77 (0.4) | 96 (0.5) | 90 (0.4) | 80(0.4) | 80 (0.4) | 75 (0.4) | 115 (0.6) | 110 (0.5) | 175 (0.8) | 1,063 (0.5) | Increase (<0.0001) |
Mortality | 1,353 (7.6) | 1,470 (7.6) | 1,407 (7.3) | 1,329 (6.9) | 1,423 (6.9) | 1,320(7.0) | 1,290 (6.2) | 1,425 (7.0) | 1,400 (6.7) | 1,435 (6.9) | 1,345 (6.2) | 15,198 (6.9) | Decrease (<0.0001) |
Outcome | Year |
Trend (p-value) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2007–2017 | ||
Inpatient mortality | 1,353 (7.6) | 1,470 (7.6) | 1,407 (7.3) | 1,329 (6.9) | 1,423 (6.9) | 1,320 (7.0) | 1,290 (6.2) | 1,425 (7.0) | 1,400 (6.7) | 1,435 (6.9) | 1,345 (6.2) | 15,198 (6.9) | Decrease (<0.0001) |
Sex specific inpatient mortality | |||||||||||||
Male | 702 (9.0) | 704 (8.1) | 750 (8.7) | 629 (7.3) | 788 (8.7) | 675 (8.0) | 680 (7.5) | 800 (8.3) | 770 (8.0) | 815 (8.6) | 635 (6.5) | 7,948 (8.0) | Decrease (<0.0001) |
Female | 651 (6.5) | 766 (7.2) | 657 (6.1) | 700 (6.5) | 635 (5.5) | 645 (6.1) | 605 (5.2) | 625 (5.7) | 630 (5.5) | 620 (5.4) | 710 (6.0) | 7,245 (6.0) | Decrease (<0.0001) |
Race specific inpatient mortality | |||||||||||||
White | 775 (7.6) | 890 (7.3) | 954 (7.7) | 856 (6.6) | 975 (6.9) | 955 (7.2) | 920 (6.3) | 1,040 (7.2) | 950 (6.6) | 1,065 (7.2) | 975 (6.4) | 10,355 (6.7) | Decrease (<0.0001) |
Black | 130 (8.4) | 153 (8.0) | 164 (7.4) | 184 (7.4) | 185 (7.6) | 185 (7.5) | 175 (6.6) | 195 (6.8) | 230 (8.4) | 165 (5.8) | 195 (6.3) | 1,962 (7.2) | Decrease (0.0006) |
Hispanic | 86 (9.9) | 42 (4.6) | 100 (8.7) | 71 (6.3) | 108 (7.7) | 60 (5.5) | 55 (4.4) | 95 (8.1) | 105 (7.1) | 85 (6.9) | 80 (5.3) | 886 (6.7) | Decrease (0.0103) |
Age group specific inpatient mortality (yr) | |||||||||||||
18–34 | 30 (2.8) | 9 (0.7) | 14 (1.1) | 42 (3.2) | 28 (2.1) | 15 (1.2) | 25 (1.7) | 25 (2.0) | 25 (1.7) | 35 (2.7) | 25 (1.7) | 272 (1.9) | No trend (0.2937) |
35–49 | 33 (1.5) | 59 (2.4) | 52 (2.1) | 31 (1.4) | 40 (1.5) | 40 (1.7) | 30 (1.3) | 50 (2.1) | 50 (2.3) | 15 (0.7) | 40 (1.6) | 440 (1.7) | Decrease (0.0365) |
50–64 | 141 (3.9) | 210 (4.8) | 177 (4.1) | 175 (3.8) | 168 (3.3) | 160 (3.7) | 155 (3.3) | 230 (4.9) | 240 (4.8) | 240 (5.0) | 200 (4.0) | 2,096 (4.2) | Increase (0.0273) |
65–79 | 346 (6.2) | 339 (6.0) | 415 (7.2) | 362 (6.3) | 430 (7.2) | 385 (6.7) | 395 (6.2) | 375 (6.1) | 415 (6.4) | 495 (7.3) | 410 (5.9) | 4,366 (6.5) | No trend (0.4501) |
≥80 | 804 (14.9) | 853 (15.1) | 751 (13.4) | 720 (13.1) | 756 (13.3) | 720 (13.5) | 685 (12.1) | 745 (12.5) | 670 (11.5) | 650 (11.4) | 670 (11.4) | 8,023 (12.9) | Decrease (<0.0001) |
Length of stay (day) | 10.2 | 10.3 | 10.2 | 10.0 | 9.4 | 9.4 | 9.3 | 9.3 | 9.2 | 8.9 | 8.8 | 9.5 | Decrease (<0.0001) |
Total healthcare charge ($) | 64,447 | 71,134 | 76,499 | 80,922 | 82,287 | 80,755 | 86,498 | 90,470 | 95,968 | 98,523 | 100,928 | 84,968 | Increase (<0.0001) |
Variable | Management of colonic volvulus with endoscopic intervention | Management of colonic volvulus with surgical intervention | p-value |
---|---|---|---|
Total no. of hospitalizations | 13,745 | 77,157 | |
Mean age (yr) | 66.3±0.14 | 70.1±0.33 | <0.0001 |
Age group (yr) | |||
18–34 | 632 (4.6) | 3,753 (4.9) | <0.0001 |
35–49 | 1,101 (8.0) | 8,674 (11.2) | <0.0001 |
50–64 | 2,667 (19.4) | 19,500 (25.3) | <0.0001 |
65–79 | 4,475 (32.6) | 25,694 (33.3) | <0.0001 |
≥80 | 4,870 (35.4) | 19,535 (25.3) | <0.0001 |
Sex | |||
Male | 7,623 (55.5) | 33,869 (43.9) | <0.0001 |
Female | 6,122 (44.5) | 43,264 (56.1) | <0.0001 |
Race | |||
White | 8,512 (68.3) | 54,920 (79.4) | <0.0001 |
Black | 2,288 (18.4) | 7,943 (11.5) | <0.0001 |
Hispanic | 1,005 (8.1) | 3,738 (5.4) | <0.0001 |
Asian | 298 (2.4) | 792 (1.1) | <0.0001 |
Native American | 31 (0.3) | 326 (0.5) | <0.0001 |
Other | 332 (2.7) | 1,480 (2.1) | <0.0001 |
Charlson comorbidity index | |||
0 | 4,734 (34.4) | 33,096 (42.9) | <0.0001 |
1 | 3,455 (25.1) | 18,452 (23.9) | <0.0001 |
2 | 2,531 (18.4) | 12,209 (15.8) | <0.0001 |
≥3 | 3,024 (22.0) | 13,399 (17.4) | <0.0001 |
Disposition | |||
Routine (home) | 6,500 (47.3) | 34,443 (44.7) | <0.0001 |
Transfer to short-term hospital | 348 (2.5) | 1,301 (1.7) | <0.0001 |
Transfer to another facility (skilled nursing facility, intermediate care facility) | 4,141 (30.1) | 23,782 (30.9) | <0.0001 |
Home health care | 1,804 (13.1) | 11,934 (15.5%) | <0.0001 |
Discharge against medical advice | 96 (0.7) | 177 (0.2%) | <0.0001 |
Inpatient mortality | 836 (6.1) | 5,396 (7.0%) | <0.0001 |
Sex specific inpatient mortality | |||
Male | 550 (7.2) | 3,041 (9.0) | 0.0285 |
Female | 286 (4.7) | 2,349 (5.4) | 0.2613 |
Race specific inpatient mortality | |||
White | 539 (6.3) | 3,730 (6.8) | 0.4799 |
Black | 125 (5.5) | 699 (8.8) | 0.0199 |
Hispanic | 65 (6.5) | 278 (7.5) | 0.6646 |
Age group specific inpatient mortality (yr) | |||
18–34 | 14 (2.3) | 103 (2.7) | 0.7559 |
35–49 | 10 (0.9) | 183 (2.1) | 0.2397 |
50–64 | 63 (2.4) | 834 (4.3) | 0.0340 |
65–79 | 248 (5.5) | 1,774 (6.9) | 0.1312 |
≥80 | 500 (10.3) | 2,501 (12.8) | 0.0313 |
Length of stay (day) | 8.3 | 11.8 | <0.0001 |
Total healthcare charge ($) | 68,126 | 106,703 | <0.0001 |
Comorbidities | Management of colonic volvulus with endoscopic intervention (n=13,745) | Management of colonic volvulus with surgical intervention (n=77,157) | p-value |
---|---|---|---|
Diabetes mellitus type 1 | 82 (0.6) | 502 (0.7) | 0.7338 |
Diabetes mellitus type 2 | 2,927 (21.3) | 10,389 (13.5) | <0.0001 |
Opioid use | 44 (0.3) | 369 (0.5) | 0.2437 |
Parkinson’s disease | 697 (5.1) | 2,418 (3.1) | <0.0001 |
Multiple sclerosis | 168 (1.2) | 748 (1.0) | 0.2207 |
Chronic constipation | 2,575 (18.7) | 8,765 (11.4) | <0.0001 |
Epilepsy | 959 (7.0) | 4,057 (5.3) | 0.0002 |
Anxiety | 837 (6.1) | 6,191 (8.0) | 0.0005 |
Depression | 524 (3.8) | 2,623 (3.4) | 0.2802 |
Migraines | 169 (1.2) | 1,105 (1.4) | 0.3860 |
Attention deficit hyperactivity disorder | 39 (0.3) | 337 (0.4) | 0.2461 |
Hypertension | 6,100 (44.4) | 30,716 (39.8) | <0.0001 |
Myocardial infarction | 243 (1.8) | 1,597 (2.1) | 0.3140 |
Cardiomyopathy | 429 (3.1) | 1,859 (2.4) | 4.9276 |
Congestive heart failure | 1,870 (13.6) | 8,710 (11.3) | 0.0006 |
Atrial fibrillation | 2,216 (16.1) | 11,101 (14.4) | 0.0185 |
Dyslipidemia | 2,929 (21.3) | 14,454 (18.7) | 0.0013 |
Anemia | 4,194 (30.5) | 23,807 (30.9) | 0.7336 |
Peripheral vascular disease | 567 (4.1) | 2,442 (3.2) | 0.0115 |
Chronic kidney disease | 1,563 (11.4) | 6,425 (8.3) | <0.0001 |
Acute kidney injury | 1,965 (14.3) | 12,460 (16.1) | 0.0130 |
Chronic obstructive pulmonary disease | 2,067 (15.0) | 9,963 (12.9) | 0.0029 |
Malnutrition | 1,509 (11.0) | 12,949 (16.8) | <0.0001 |
Obesity | 755 (5.5) | 3,712 (4.8) | 0.1313 |
Variable | Adjusted hazard ratio (95% confidence interval) | p-value |
---|---|---|
Sex | ||
Male | Reference | |
Female | 0.585 (0.404–0.848) | 0.005 |
Race | ||
White | Reference | |
Black | 1.075 (0.657–1.759) | 0.774 |
Hispanic | 1.317 (0.703–2.467) | 0.390 |
Asian | 0.203 (0.026–1.585) | 0.128 |
Other | 1.001 (0.291–3.441) | 0.999 |
Charlson comorbidity index | 1.172 (1.096–1.254) | <0.0001 |
Hospital region | ||
Northeast | Reference | |
Midwest | 1.847 (1.098–3.109) | 0.021 |
South | 1.157 (0.754–1.776) | 0.503 |
West | 1.115 (0.654–1.903) | 0.689 |
Hospital bed size | ||
Small | Reference | |
Medium | 1.414 (0.802–2.493) | 0.231 |
Large | 1.479 (0.874–2.504) | 0.145 |
Hospital location and teaching status | ||
Rural | Reference | |
Urban nonteaching | 0.728 (0.375–1.411) | 0.347 |
Urban teaching | 1.075 (0.564–2.049) | 0.825 |
Comorbidities | ||
Without comorbidity | Reference | |
Type 2 diabetes mellitus | 0.992 (0.624–1.576) | 0.973 |
Parkinson’s disease | 1.256 (0.647–2.436) | 0.500 |
Chronic constipation | 0.533 (0.320–0.888) | 0.016 |
Epilepsy | 1.111 (0.454–2.721) | 0.817 |
Anxiety | 1.466 (0.599–3.589) | 0.402 |
Depression | 0.589 (0.196–1.772) | 0.346 |
Hypertension | 0.775 (0.542–1.107) | 0.161 |
Myocardial infarction | 2.688 (1.409–5.127) | 0.003 |
Cardiomyopathy | 1.324 (0.671–2.611) | 0.419 |
Congestive heart failure | 0.830 (0.554–1.243) | 0.365 |
Atrial fibrillation | 0.967 (0.657–1.424) | 0.866 |
Dyslipidemia | 0.959 (0.636–1.447) | 0.842 |
Anemia | 0.845 (0.584–1.224) | 0.374 |
Peripheral vascular disease | 1.104 (0.523–2.331) | 0.795 |
Chronic kidney disease | 0.386 (0.221–0.673) | 0.001 |
Acute kidney injury | 3.305 (2.303–4.743) | <0.0001 |
Chronic obstructive pulmonary disease | 1.242 (0.804–1.919) | 0.329 |
Malnutrition | 1.584 (1.022–2.456) | 0.040 |
Obesity (BMI >30 kg/m2) | 0.251 (0.034–1.872) | 0.177 |
Variable | Adjusted hazard ratio (95% confidence interval) | p-value |
---|---|---|
Sex | ||
Male | Reference | |
Female | 0.834 (0.730–0.953) | 0.008 |
Race | ||
White | Reference | |
Black | 1.195 (0.982–1.454) | 0.076 |
Hispanic | 1.212 (0.919–1.598) | 0.174 |
Asian | 1.299 (0.780–2.162) | 0.315 |
Other | 0.842 (0.520–1.363) | 0.483 |
Charlson comorbidity index | 1.169 (1.132–1.207) | <0.0001 |
Hospital region | ||
Northeast | Reference | |
Midwest | 0.913 (0.737–1.131) | 0.406 |
South | 1.189 (0.989–1.431) | 0.066 |
West | 0.874 (0.707–1.081) | 0.215 |
Hospital bed size | ||
Small | Reference | |
Medium | 1.268 (1.017–1.581) | 0.035 |
Large | 1.255 (1.016–1.551) | 0.035 |
Hospital location and teaching status | ||
Rural | Reference | |
Urban nonteaching | 1.037 (0.817–1.315) | 0.768 |
Urban teaching | 1.159 (0.911–1.474) | 0.231 |
Comorbidities | ||
Without comorbidity | Reference | |
Type 2 diabetes mellitus | 0.757 (0.624–0.918) | 0.005 |
Parkinson’s disease | 0.956 (0.708–1.291) | 0.767 |
Chronic constipation | 0.830 (0.656–1.051) | 0.122 |
Epilepsy | 2.128 (1.559–2.903) | <0.0001 |
Anxiety | 0.765 (0.528–1.109) | 0.157 |
Depression | 0.732 (0.429–1.251) | 0.254 |
Hypertension | 0.636 (0.551–0.734) | <0.0001 |
Myocardial infarction | 1.521 (1.179–1.962) | 0.001 |
Cardiomyopathy | 1.220 (0.910–1.637) | 0.184 |
Congestive heart failure | 0.873 (0.742–1.027) | 0.101 |
Atrial fibrillation | 0.975 (0.841–1.130) | 0.735 |
Dyslipidemia | 0.738 (0.627–0.869) | 0.0003 |
Anemia | 0.901 (0.787–1.031) | 0.131 |
Peripheral vascular disease | 0.954 (0.717–1.268) | 0.745 |
Chronic kidney disease | 0.431 (0.352–0.528) | <0.0001 |
Acute kidney injury | 3.496 (3.013–4.056) | <0.0001 |
Chronic obstructive pulmonary disease | 1.299 (1.110–1.520) | 0.001 |
Malnutrition | 1.204 (1.042–1.392) | 0.012 |
Obesity (BMI >30 kg/m2) | 1.564 (1.155–2.119) | 0.004 |
Values are presented as number (%).
Values are presented as number (%).
Values are presented as mean±standard error or number (%).
Values are presented as number (%).
BMI, body mass index.
BMI, body mass index.