| Literature DB >> 34629903 |
Zahra Mojtahedi1, Ja Seol Koo1,2, Ji Yoo3, Pearl Kim1, Hee-Taik Kang4, Jinwook Hwang5, Moon Kyung Joo6, Jay J Shen1.
Abstract
BACKGROUND: In recent years, palliative care utilization has been increasing while life-sustaining/local procedures have been declining at the end of life. Palliative care utilization widely varies based on tumor type. Limited information is available on inpatient palliative care in colorectal cancer. AIMS: This study investigated inpatient palliative care utilization and its association with patient demographics, hospital charges, and procedures among colorectal cancer patients admitted to US hospitals between 2008 and 2017. Receipt of life-sustaining and local procedures and surgeries were also investigated during the ten years.Entities:
Keywords: colorectal cancer; financial burden; hospital charges; palliative care; procedures; public health
Year: 2021 PMID: 34629903 PMCID: PMC8496534 DOI: 10.2147/CMAR.S330448
Source DB: PubMed Journal: Cancer Manag Res ISSN: 1179-1322 Impact factor: 3.989
Characteristics of Colorectal Cancer Patients (The NIS Dataset; Weighted Number, 2,478,432)
| Characteristics | 2008–2017 | 2008 | 2011 | 2014 | 2017 |
|---|---|---|---|---|---|
| Gender % (n) | |||||
| Male | 52.0 (1,290,235) | 51.2 (133,291) | 51.3 (129,571) | 52.0 (122,475) | 52.8 (127,785) |
| Female | 48.0 (1,186,526) | 48.7 (126,974) | 48.6 (122,719) | 47.9 (112,880) | 47.1 (114,035) |
| Age, mean (SD) | 66.5 (31.1) | 67.6 (31.3) | 67.1 (30.8) | 66.2 (31.0) | 65.8 (31.0) |
| Age groups % (n) | |||||
| <30 | 0.6 (16,292) | 0.6 (1667) | 0.6 (1583) | 0.6 (1519) | 0.7 (1614) |
| 30–39 | 2.5 (63,278) | 2.3 (6001) | 2.3 (5835) | 2.6 (6194) | 2.7 (6740) |
| 40–49 | 8.4 (208,178) | 8.0 (21,012) | 8.0 (20,403) | 8.3 (19,680) | 8.4 (20,409) |
| 50–59 | 19.5 (484,084) | 17.9 (46,824) | 19.1 (48,440) | 20.1 (47,435) | 19.8 (48,054) |
| 60–69 | 25.0 (621,487) | 23.1 (60,377) | 24.2 (61,341) | 25.5 (60,110) | 26.5 (64,284) |
| 70–79 | 23.6 (586,033) | 24.8 (200,523) | 23.9 (60,412) | 23.3 (54,970) | 23.6 (57,129) |
| ≥80 | 20.1 (499,080) | 23.0 (260,504) | 21.5 (54,354) | 19.3 (45,465) | 18.0 (43,619) |
| Race % (n) | |||||
| White | 71.7 (1,630,625) | 74.0 (153,957) | 72.3 (16,747) | 72.5 (16,215) | 70.1 (164,364) |
| Black | 13.4 (304,890) | 12.0 (25,009) | 14.2 (32,978) | 12.9 (28,855) | 13.1 (30,930) |
| Hispanic | 8.3 (188,970) | 7.2 (15,014) | 7.9 (18,327) | 8.4 (18,835) | 9.3 (21,860) |
| Asian/Pacific Islander | 3.1 (72,487) | 3.1 (6549) | 2.6 (6232) | 3.2 (7195) | 3.6 (8569) |
| Native Americans/others | 0.5 (11,342) | 0.4 (904) | 0.4 (875) | 0.4 (939) | 0.5 (1150) |
| Payer source % (n) | |||||
| Medicare | 55.5 (1,373,744) | 56.8 (148,053) | 56.9 (14,343) | 55.2 (129,660) | 55.1 (133,085) |
| Medicaid | 9.4 (234,412) | 7.3 (18,989) | 8.3 (21,071) | 10.4 (24,420) | 10.9 (26,364) |
| Private insurance | 29.4 (728,593) | 30.4 (79,211) | 29.0 (73,105) | 29.5 (69,260) | 29.3 (70,914) |
| Uninsured | 2.7 (68,872) | 2.1 (5510) | 2.7 (6956) | 2.3 (5540) | 2.2 (5395) |
| No charge | 0.3 (8529) | 0.4 (1015) | 0.5 (1230) | 0.3 (724) | 0.2 (500) |
| Other | 2.4 (60,036) | 2.8 (7459) | 2.4 (6138) | 2.2 (5264) | 2.1 (5209) |
| Median household income by zip code % (n) | |||||
| 76th to 100th percentile | 28.2 (684,373) | 26.5 (68,978) | 28.4 (71,658) | 27.6 (64,965) | 28.6 (69,155) |
| 51st to 75th percentile | 26.1 (633,419) | 27.8 (72,579) | 24.5 (61,931) | 27.8 (65,350) | 26.2 (63,529) |
| 26th to 50th percentile | 23.9 (581,025) | 23.2 (60,489) | 25.7 (65,029) | 23.3 (43,790) | 23.9 (57,894) |
| 0th to 25th percentile | 21.7 (526,711) | 22.4 (58,447) | 21.3 (53,907) | 21.3 (50.160) | 21.2 (51,234) |
| Severity of illness % (n) | |||||
| APR-DRG 1 | 14.1 (351,122) | 14.9 (38,967) | 13.7 (34,683) | 13.6 (32,150) | 12.4 (30,000) |
| APR-DRG 2 | 39.9 (990,107) | 42.0 (109,522) | 38.1 (96,231) | 39.5 (93,025) | 37.6 (91,064) |
| APR-DRG 3 | 34.5 (856,072) | 32.6 (85,061) | 35.4 (89,386) | 35.8 (840.240) | 36.9 (89,189) |
| APR-DRG 4 | 11.3 (281,129) | 10.3 (26,953) | 12.7 (32,249) | 11.0 (25,960) | 13.0 (31,564) |
| Metastasis % (n) | 29.9 (742,485) | 27.6 (71,944) | 28.7 (72,463) | 30.2 (71,210) | 32.2 (78,024) |
| Palliative care consultation % (n) | 6.0 (149,707) | 2.3 (5998) | 5.3 (13,374) | 7.4 (17,630) | 9.2 (22,440) |
| Life-sustaining procedures % (n) | 24.1 (598,512) | 26.4 (68,748) | 27.6 (69,876) | 24.0 (56,390) | 17.0 (41,119) |
| Local procedures % (n) | 10.1 (251,653) | 19.0 (26,055) | 10.6 (26,758) | 10.9 (25,755) | 10.6 (25,729) |
| Surgeries % (n) | 36.6 (909,254) | 45.6 (118,940) | 45.4 (114,813) | 44.4 (19,461) | 36.2 (87,644) |
| Number of diagnoses/comorbidities, mean (SD) | 11.7 (13.8) | 9.6 (11.2) | 11.1 (12.8) | 12.6 (14.2) | 13.9 (15.4) |
| LOS, mean (std.) | 7.0 (16.0) | 7.7 (16.9) | 7.2 (17.0) | 6.9 (15.2) | 6.5 (15.0) |
| Total charges, mean $ (SD) | 76,505 (218,107) | 78,893 (223,242) | 77,353 (225,263) | 76,075 (211,823) | 75,599 (215,997) |
| In-hospital death % (n) | 4.4 (110,763) | 5.0 (13,080) | 4.5 (11,460) | 4.2 (9900) | 4.2 (10,164) |
| Hospital bed size % (n) | |||||
| Small | 14.4 (355,069) | 11.8 (30.904) | 11.4 (28,447) | 17.7 (41,740) | 17.5 (42,443) |
| Medium | 25.9 (640,951) | 23.1 (60,299) | 24.3 (60,594) | 28.0 (65,950) | 28.6 (69,159) |
| Large | 59.6 (1,472,027) | 64.9 (168,939) | 64.2 (160,202) | 54.2 (127,585) | 53.8 (130,215) |
| Hospital location/teaching status % (n) | |||||
| Urban non-teaching | 10.9 (270,823) | 12.7 (33,109) | 11.4 (28,495) | 9.7 (22,894) | 8.6 (20,849) |
| Urban teaching | 33.1 (818,200) | 42.4 (110,414) | 40.4 (100,834) | 24.8 (58,529) | 20.9 (50,760) |
| Rural | 55.8 (1379,023) | 44.8 (116,619) | 48.1 (119,914) | 65.4 (153,950) | 70.4 (170,209) |
| Hospital region | |||||
| Northeast | 19.7 (488,873) | 18.9 (49,352) | 19.8 (20,125) | 19.3 (45,550) | 19.0 (46,164) |
| Midwest | 23.1 (574,131) | 23.9 (62,414) | 22.8 (57,713) | 22.8 (53,859) | 22.5 (54,499) |
| South | 38.9 (964,613) | 39.2 (102,128) | 39.9 (100,885) | 39.3 (92,476) | 39.0 (94,440) |
| West | 18.1 (450,813) | 17.8 (46,609) | 17.3 (43,826) | 18.4 (43,489) | 19.3 (46,714) |
Abbreviations: NIS, National Inpatient Sample; SD, standard deviation; APR-DRG, all-patient refined diagnosis-related group.
Figure 1Compound annual growth rates of pooled life-sustaining and local procedures, surgeries, and palliative care in colorectal cancer patients.
Factors Associated with Inpatient Palliative Care Consultation in Colorectal Cancer (n = 487,027)
| Independent Variable | OR | 95% CI | |
|---|---|---|---|
| Year | 1.09 | 1.08–1.10 | <0.0001 |
| Age group | 1.22 | 1.16–1.24 | <0.0001 |
| Female | 1.17 | 1.14–1.20 | <0.0001 |
| Race | |||
| White (reference) | 1.00 | ||
| Black | 1.10 | 1.06–1.15 | <0.0001 |
| Hispanic | 1.05 | 1.00–1.11 | 0.035 |
| Asian/Pacific Islander | 1.18 | 1.10–1.27 | <0.0001 |
| Other | 0.96 | 0.89–1.04 | 0.4166 |
| Primary payer | |||
| Private insurance (reference) | 1.00 | ||
| Medicare | 0.67 | 0.65–0.69 | <0.0001 |
| Medicaid | 1.03 | 0.98–1.108 | 0.1698 |
| Uninsured | 1.31 | 1.21–1.42 | <0.0001 |
| No charge | 0.71 | 0.53–0.95 | 0.0236 |
| Other | 2.58 | 2.41–2.76 | <0.0001 |
| Severity of illness: APR-DRG | 1.80 | 1.77–184 | <0.0001 |
| Metastasis | 2.31 | 2.25–32.37 | <0.0001 |
| Number of diagnoses/comorbidities | 1.06 | 1.06–1.07 | <0.0001 |
| Life-sustaining procedures | 0.89 | 0.86–0.92 | <0.0001 |
| Local procedures | 0.84 | 0.80–0.87 | <0.0001 |
| Surgeries | 0.23 | 0.22–0.24 | <0.0001 |
| Quartile of median income by zip code | 1.00 | 0.99–1.02 | 0.2851 |
| Hospital bed size | |||
| Large (reference) | 1.00 | ||
| Small | 0.85 | 0.82–0.89 | <0.0001 |
| Medium | 0.94 | 0.89–0.96 | 0.0029 |
| Hospital location/teaching status | |||
| Urban teaching (reference) | 1.00 | ||
| Rural | 0.79 | 0.75–0.84 | <0.0001 |
| Urban nonteaching | 0.85 | 0.82–0.88 | <0.0001 |
| Hospital region | |||
| South (reference) | 1.00 | ||
| Northeast | 1.07 | 1.00–1.13 | 0.0264 |
| Midwest | 0.95 | 0.90–1.01 | 0.1325 |
| West | 1.13 | 1.07–1.20 | <0.0001 |
Abbreviations: OR, odds ratio; CI, confidence interval; APR-DRG, all patient refined-diagnosis-related group.
Factors Associated with Local Procedures in Colorectal Cancer (n = 487,027)
| Independent Variables | OR | 95% CI | |
|---|---|---|---|
| Year | 0.94 | 0.93–0.94 | <0.0001 |
| Age group | 1.02 | 1.01–1.03 | <0.0001 |
| Female | 0.98 | 0.97–0.99 | 0.020 |
| Race | |||
| White (reference) | 1.00 | ||
| Black | 0.95 | 0.93-0.0.97 | <0.0001 |
| Hispanic | 0.90 | 0.88–0.0.92 | <0.0001 |
| Asian/Pacific Islander | 1.10 | 1.06–1.14 | <0.0001 |
| Other | 0.99 | 0.96-0.1.00 | 0.8700 |
| Primary payer | |||
| Private insurance (reference) | 1.00 | ||
| Medicare | 0.84 | 0.83–0.86 | <0.0001 |
| Medicaid | 0.66 | 0.64–0.67 | <0.0001 |
| Uninsured | 0.82 | 0.79–0.85 | <0.0001 |
| No charge | 0.70 | 0.63–0.77 | <0.0001 |
| Other | 0.65 | 0.62–0.68 | <0.0001 |
| Severity of illness: APR-DRG | 1.08 | 1.07–1.10 | <0.0001 |
| Metastasis | 0.34 | 0.33–0.34 | <0.0001 |
| Number of diagnoses/comorbidities | 1.00 | 1.00–101 | <0.0001 |
| In-hospital death | 1.11 | 1.08–1.14 | <0.0001 |
| Quartile of median income by zip code | 1.02 | 1.01–1.03 | <0.0001 |
| Hospital bed size | |||
| Large (reference) | 1.00 | ||
| Small | 0.83 | 0.81–0.85 | <0.0001 |
| Medium | 0.97 | 0.950-0.0.99 | 0.0008 |
| Hospital location/teaching status | |||
| Urban teaching (reference) | 1.00 | ||
| Rural | 0.74 | 0.73–0.76 | <0.0001 |
| Urban nonteaching | 0.94 | 0.92–0.96 | <0.0001 |
| Hospital region | |||
| South (reference) | 1.00 | ||
| Northeast | 0.98 | 0.95-0.100 | 0.1359 |
| Midwest | 0.93 | 0.90–0.95 | <0.0001 |
| West | 1.09 | 1.05–1.12 | <0.0001 |
Abbreviations: OR, odds ratio; CI, confidence interval; APR-DRG, all patient refined-diagnosis-related group.
Factors Associated with Hospital Charges in Colorectal Cancer
| Independent Variable | Coefficient, β | Standard Error | |
|---|---|---|---|
| Year | −1801 | 48 | <0.0001 |
| Age group | −3076 | 128 | <0.0001 |
| Female | −3883 | 262 | <0.0001 |
| Race | |||
| White (reference) | 1.00 | ||
| Black | 2273 | 422 | <0.0001 |
| Hispanic | 12,868 | 521 | <0.0001 |
| Asian/Pacific Islander | 12,247 | 815 | <0.0001 |
| Other | 7888 | 780 | <0.0001 |
| Primary payer | |||
| Private insurance (reference) | 1.00 | ||
| Medicare | −4485 | 370 | <0.0001 |
| Medicaid | −5602 | 501 | <0.0001 |
| Uninsured | −4657 | 826 | <0.0001 |
| No charge | −5993 | 2230 | 0.0072 |
| Other | −10,523 | 873 | <0.0001 |
| Severity of illness: APR-DRG | 27,204 | 210 | <0.0001 |
| Metastasis | −29,263 | 298 | <0.0001 |
| Number of diagnoses/comorbidities | 2263 | 30. | <0.0001 |
| In-hospital death | 8766 | 654 | <0.0001 |
| Palliative care | −18,010 | 560 | <0.0001 |
| Life-sustaining procedures | 32,505 | 316 | <0.0001 |
| Local procedures | 22,298 | 411 | <0.0001 |
| Surgeries | 50,683 | 271 | <0.0001 |
| Quartile of median income by zip code | 649 | 128 | <0.0001 |
| Hospital bed size | |||
| Large (reference) | 1.00 | ||
| Small | −10,306 | 386 | <0.0001 |
| Medium | −7117 | 310 | <0.0001 |
| Hospital location/teaching status | |||
| Urban teaching (reference) | 1.00 | ||
| Rural | −28,050 | 453 | <0.0001 |
| Urban nonteaching | −3792 | 297 | <0.0001 |
| Hospital region | |||
| South (reference) | 1.00 | ||
| Northeast | 10,388 | 375 | <0.0001 |
| Midwest | −8653 | 355 | <0.0001 |
| West | 28,907 | 398 | <0.0001 |
Abbreviation: APR-DRG, All patient refined-diagnosis-related group.