| Literature DB >> 34330262 |
Shuo Yang1, Ge Chen1, Yueping Li2, Guanhai Li1, Yingfang Liang2, Feng Zhou1, Shudong Zhou1, Yi Yang1, Weidong Jia3, Yanhui Gao4,5, Yue Chen6.
Abstract
BACKGROUND: Although the expenses of liver cirrhosis are covered by a critical illness fund under the current health insurance program in China, the medical costs associated with hepatitis B virus (HBV) related diseases is not well addressed. In order to provide evidence to address the problem, we investigated the trend of direct medical costs and associated factors in patients with chronic HBV infection.Entities:
Keywords: Chronic hepatitis B; Direct medical costs; Generalized estimating equations; Quantile regression
Year: 2021 PMID: 34330262 PMCID: PMC8323196 DOI: 10.1186/s12911-021-01429-6
Source DB: PubMed Journal: BMC Med Inform Decis Mak ISSN: 1472-6947 Impact factor: 2.796
Fig. 1Flow chart of records selection
Characteristics and medication use of outpatients and inpatients [N (%)]
| Characteristics | Outpatients | Inpatients | ||||||
|---|---|---|---|---|---|---|---|---|
| CHB | Cirrhosis | HCC | Total | CHB | Cirrhosis | HCC | Total | |
| N | 58,857 (90.31) | 5610 (8.61) | 708 (1.09) | 65,175 (100.00) | 7224 (57.11) | 3449 (27.27) | 1976 (15.62) | 12,649 (100.00) |
| Age (years)a | 35.07 ± 12.24 | 48.90 ± 12.95 | 52.62 ± 13.08 | 36.45 ± 13.02 | 34.11 ± 11.54 | 49.72 ± 12.66 | 52.02 ± 12.53 | 41.17 ± 14.53 |
| Genderb | ||||||||
| Male | 41,816 (71.08) | 4241 (75.61) | 603 (85.17) | 46,660 (71.62) | 5287 (73.19) | 2651 (76.86) | 1719 (86.99) | 9657 (76.35) |
| Female | 17,015 (28.92) | 1368 (24.39) | 105 (14.83) | 18,488 (28.38) | 1937 (26.81) | 798 (23.14) | 257 (13.01) | 2992 (23.65) |
| Payment mode | ||||||||
| Self-payment | 39,481 (67.08) | 3958 (70.55) | 607 (85.73) | 44,046 (67.58) | 4756 (65.84) | 2379 (68.98) | 1393 (70.50) | 8528 (67.42) |
| Medical insurance | 15,419 (26.20) | 1314 (23.42) | 75 (10.59) | 16,808 (25.79) | 2128 (29.46) | 910 (26.38) | 493 (24.95) | 3531 (27.92) |
| Free medical service | 3951 (6.71) | 338 (6.02) | 26 (3.67) | 4315 (6.62) | 301 (4.17) | 130 (3.77) | 74 (3.74) | 505 (3.99) |
| Othersc | 6 (0.01) | 0 (0.00) | 0 (0.00) | 6 (0.01) | 39 (0.54) | 30 (0.87) | 16 (0.81) | 85 (0.67) |
| Antiviral medicine | ||||||||
| Yesd | 25,525 (43.37) | 2803 (49.96) | 172 (24.29) | 28,500 (43.73) | 4036 (55.87) | 2221 (64.40) | 1031 (52.18) | 7288 (57.62) |
| No | 33,332 (56.63) | 2807 (50.04) | 536 (75.71) | 36,675 (56.27) | 3188 (44.13) | 1228 (35.60) | 945 (47.82) | 5361 (42.38) |
| IFN | ||||||||
| Yesd | 4092 (6.95) | 44 (0.78) | 0 (0.00) | 4136 (6.35) | 1768 (24.47) | 79 (2.29) | 1 (0.05) | 1848 (14.61) |
| No | 54,765 (93.05) | 5566 (99.22) | 708 (100.00) | 61,039 (93.65) | 5456 (75.53) | 3370 (97.71) | 1975 (99.95) | 10,801 (85.39) |
| NAs | ||||||||
| Yesd | 22,811 (38.76) | 2778 (49.52) | 172 (24.29) | 25,761 (39.53) | 2402 (33.25) | 2148 (62.28) | 1030 (52.13) | 5580 (44.11) |
| No | 36,046 (61.24) | 2832 (50.48) | 536 (75.71) | 39,414 (60.47) | 4822 (66.75) | 1301 (37.72) | 946 (47.87) | 7069 (55.89) |
| Hepatoprotective drugs | ||||||||
| Yesd | 32,247 (54.79) | 2447 (43.62) | 207 (29.24) | 34,901 (53.55) | 6686 (92.55) | 3338 (96.78) | 1917 (97.01) | 11,941 (94.40) |
| No | 26,610 (45.21) | 3163 (56.38) | 501 (70.76) | 30,274 (46.45) | 538 (7.45) | 111 (3.22) | 59 (2.99) | 708 (5.60) |
| Chinese medicine | ||||||||
| Yesd | 26,172 (44.47) | 3068 (54.69) | 255 (36.02) | 29,495 (45.26) | 3741 (51.79) | 2302 (66.74) | 1264 (63.97) | 7307 (57.77) |
| No | 32,685 (55.53) | 2542 (45.31) | 453 (63.98) | 35,680 (54.74) | 3483 (48.21) | 1147 (33.26) | 712 (36.03) | 5342 (42.23) |
| Anti-fibrotic medicine | ||||||||
| Yesd | 9142 (15.53) | 3298 (58.79) | 214 (30.23) | 12,654 (19.42) | 936 (12.96) | 1895 (54.94) | 858 (43.42) | 3689 (29.16) |
| No | 49,715 (84.47) | 2312 (41.21) | 494 (69.77) | 52,521 (80.58) | 6288 (87.04) | 1554 (45.06) | 1118 (56.58) | 8960 (70.84) |
| Visiting timesa | 4 (2–14) | 4 (2–15) | 1 (1–3) | 4 (2–14) | 1 (1–1) | 1 (1–2) | 1 (1–1) | 1 (1–1) |
aMean ± STD
bGender: outpatients have 27 gender missing values
cOthers: commercial insurance and cooperative medical service, etc.
dYes: patients received prescription for corresponding drugs in this year
Average annual direct medical costs and cost components by disease states (RMB)
| Disease stages | Total costs | Lab tests and imaging examinations costs (%) | Antiviral therapy costs (%) | Other medicine costs (%) | Bed and nursing costs (%) | Other costs (%) | Hepatoprotective drugs costs (%) | Chinese medicine costs (%) | Anti-fibrotic medicine costs (%) |
|---|---|---|---|---|---|---|---|---|---|
| Outpatients | |||||||||
| CHB | 3731.05 | 612.59 (16.42) | 2115.80 (56.71) | 973.74 (26.10) | – | 26.77 (0.72) | 402.26 (10.78) | 321.68 (8.62) | 192.66 (5.16) |
| Cirrhosis | 5871.55 | 791.89 (13.49) | 2762.03 (47.04) | 2280.05 (38.83) | – | 35.57 (0.61) | 352.18 (6.00) | 1171.40 (19.95) | 1317.66 (22.44) |
| HCC | 3734.82 | 736.14 (19.71) | 1347.16 (36.07) | 1597.73 (42.78) | – | 51.37 (1.38) | 230.27 (6.17) | 897.42 (24.03) | 782.29 (20.95) |
| All | 4019.52 | 638.01 (15.87) | 2195.07 (54.61) | 1156.11 (28.76) | – | 28.20 (0.70) | 393.77 (9.80) | 442.03 (11.00) | 350.25 (8.71) |
| Inpatients | |||||||||
| CHB | 12,967.77 | 3582.27 (27.62) | 1248.97 (9.63) | 5549.54 (42.79) | 1185.32 (9.14) | 1401.66 (10.81) | 2827.57 (21.80) | 274.13 (2.11) | 80.71 (0.62) |
| Cirrhosis | 23,869.57 | 5352.03 (22.42) | 1223.75 (5.13) | 11,798.04 (49.43) | 1479.03 (6.20) | 4016.72 (16.83) | 3352.95 (14.05) | 781.21 (3.27) | 534.99 (2.24) |
| HCC | 27,996.54 | 5513.45 (19.69) | 765.67 (2.73) | 12,775.57 (45.63) | 1294.78 (4.62) | 7647.07 (27.31) | 2594.88 (9.27) | 993.19 (3.55) | 441.90 (1.58) |
| All | 18,801.96 | 4443.79 (23.63) | 1159.99 (6.17) | 8659.90 (46.06) | 1292.78 (6.87) | 3245.50 (17.26) | 2947.68 (15.68) | 548.87 (2.92) | 279.21 (1.49) |
Fig. 2Annual direct medical costs by disease stage in outpatients and inpatients in 2008–2015
Fig. 3Components of medical costs by disease stage in outpatients and inpatients in 2008–2015
Characteristics and factors associated with annual direct medical costs among outpatients and inpatients using GEE with log link and gamma distribution
| Factors | Outpatients | Inpatients | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Cost (mean) | Cost (M(Q1–Q3)) | SEd | Cost (mean) | Cost (M(Q1–Q3)) | SEd | |||||
| Gendera | ||||||||||
| Male | 4198.92 | 1909.98 (664.50–5813.24) | Ref | 19,449.20 | 12,004.35 (6765.12–22,922.24) | Ref | ||||
| Female | 3530.35 | 1463.41 (553.91–4616.10) | –0.07 | 0.01 | < 0.0001 | 16,701.86 | 10,604.72 (6300.63–19,184.97) | –0.06 | 0.01 | < 0.0001 |
| Age | ||||||||||
| 18–29 | 3638.45 | 1398.60 (541.19–4592.04) | Ref | 12,173.28 | 8263.53 (5078.25–13,815.65) | Ref | ||||
| 30–39 | 4171.64 | 1802.43 (636.68–5708.63) | 0.03 | 0.01 | 0.0068 | 15,866.61 | 10,525.78 (6150.71–18,696.58) | 0.11 | 0.02 | < 0.0001 |
| 40–49 | 4336.78 | 2210.05 (734.33–6163.25) | –0.01 | 0.01 | 0.8982 | 21,198.46 | 13,456.04 (7303.28–25,995.43) | 0.22 | 0.02 | < 0.0001 |
| 50–59 | 4185.27 | 2093.56 (737.78–5985.38) | –0.05 | 0.01 | 0.0008 | 23,465.83 | 15,388.61 (8448.31–29,266.38) | 0.24 | 0.02 | < 0.0001 |
| ≥ 60 | 3847.18 | 1893.67 (667.02–5364.38) | –0.10 | 0.02 | < 0.0001 | 26,068.35 | 16,874.79 (9145.88 – 31,415.35) | 0.28 | 0.02 | < 0.0001 |
| Payment mode | ||||||||||
| Self-payment | 3712.91 | 1559.49 (588.49–4887.64) | ref | 17,784.66 | 11,168.72 (6287.71–21,266.31) | Ref | ||||
| Medical insurance | 5066.04 | 2862.03 (882.33–7450.20) | 0.11 | 0.01 | < 0.0001 | 20,808.66 | 12,406.73 (7273.45–23,788.23) | –0.04 | 0.01 | 0.0018 |
| Free medical service | 2784.96 | 1140.70 (445.45–3205.32) | –0.19 | 0.02 | < 0.0001 | 21,428.33 | 14,006.00 (8526.01–25,144.22) | –0.14 | 0.03 | < 0.0001 |
| Othersb | 852.51 | 706.95 (403.26–1084.77) | –0.14 | 0.13 | 0.2839 | 13,166.87 | 8786.42 (5699.22–17,312.19) | –0.09 | 0.07 | 0. 1810 |
| Antiviral medicine | ||||||||||
| No | 1475.46 | 771.42 (402.67–1692.61) | ref | 14,125.19 | 8132.11 (4841.38–15,879.36) | Ref | ||||
| Yesc | 7020.08 | 5357.05 (2301.01–9959.00) | 1.68 | 0.01 | < 0.0001 | 22,221.89 | 14,401.12 (8643.15–26,762.65) | 0.17 | 0.01 | < 0.0001 |
| Hepatoprotective drugs | ||||||||||
| No | 3783.10 | 778.77 (408.76–1706.41) | ref | 6774.95 | 4308.40 (3100.17–7352.18) | Ref | ||||
| Yesc | 4260.31 | 5356.04 (2306.41–9944.59) | 0.51 | 0.01 | < 0.0001 | 19,695.67 | 12,342.43 (7257.06–23,087.47) | 0.25 | 0.02 | < 0.0001 |
| No | 3386.25 | 1313.54 (517.40–4527.89) | Ref | 13,039.13 | 8274.40 (4949.98–15,263.26) | ref | ||||
| Yesc | 5239.27 | 2859.98 (1098.96–7249.16) | 0.22 | 0.01 | < 0.0001 | 23,146.26 | 14,760.32 (8639.26–28,007.82) | 0.17 | 0.01 | < 0.0001 |
| Anti-fibrotic medicine | ||||||||||
| No | 3489.43 | 1422.17 (555.26–4543.92) | Ref | 16,574.29 | 10,036.57 (5880.35–18,612.07) | Ref | ||||
| Yesc | 6763.95 | 4843.03 (1937.49–9969.05) | 0.55 | 0.01 | < 0.0001 | 24,049.95 | 16,327.63 (9261.82–29,651.38) | –0.02 | 0.01 | 0.1162 |
| Disease stages | ||||||||||
| CHB | 3731.05 | 1570.04 (587.63–4954.84) | Ref | 12,967.77 | 9094.66 (5550.94–15,113.85) | Ref | ||||
| Cirrhosis | 5871.55 | 3823.50 (1285.07–9027.62) | 0.14 | 0.01 | < 0.0001 | 23,869.57 | 15,703.35 (8847.61–28,033.55) | 0.40 | 0.03 | < 0.0001 |
| HCC | 3734.82 | 1676.06 (610.75–4737.08) | 0.10 | 0.05 | 0.0443 | 27,996.54 | 20,271.02 (8274.40–36,742.64) | 0.62 | 0.03 | < 0.0001 |
| Length of stay (days) | ||||||||||
| < 10 | – | – | – | – | – | 6633.50 | 5304.68 (3879.56–7584.06) | ref | ||
| 10–20 | – | – | – | – | – | 13,584.70 | 10,574.83 (7767.96–15,979.52) | 0.61 | 0.01 | < 0.0001 |
| > 20 | – | – | – | – | – | 33,436.70 | 23,685.30 (15,248.07–41,328.95) | 1.47 | 0.02 | < 0.0001 |
aGender: 60 were missing for outpatients
bOthers: commercial insurance and cooperative medical service, etc.
cYes: patients received prescription for corresponding drugs
dSE: standard error
Fig. 4Impact of different treatment modes on direct medical costs in outpatients: quantile regression
Fig. 5Impact of different treatment modes on direct medical costs in inpatients: quantile regression