| Literature DB >> 29665788 |
Xiao-Jie Sun1, Ju-Fang Shi2, Lan-Wei Guo3, Hui-Yao Huang4, Neng-Liang Yao1,5, Ji-Yong Gong6, Ya-Wen Sun6, Guo-Xiang Liu7, A-Yan Mao8, Xian-Zhen Liao9, Ya-Na Bai10, Jian-Song Ren4, Xin-Yu Zhu4,10, Jin-Yi Zhou11, Ling Mai12, Bing-Bing Song13, Yu-Qin Liu14, Lin Zhu15, Ling-Bin Du16, Qi Zhou17, Xiao-Jing Xing18, Pei-An Lou19, Xiao-Hua Sun20, Xiao Qi21, Yuanzheng Wang22, Rong Cao23, Ying Ren24, Li Lan25, Kai Zhang26, Jie He27, Jia-Lin Wang28, Min Dai4.
Abstract
BACKGROUND: In China, stomach cancer is the third most common cancer and the third leading cause of cancer death. Few studies have examined Chinese stomach cancer patients' medical expenses and their associated trends. The Cancer Screening Program in Urban China (CanSPUC) is a Major Public Health Project funded by the central government. Through this project, we have extracted patients' medical expenses from hospital billing data to examine the costs of the first course treatments (which refers to 2 months before and 10 months after the date of cancer diagnosis) in Chinese patients with stomach cancer and the associated trends.Entities:
Keywords: China; Hospitalization; Medical expenses; Stomach cancer; Urban
Mesh:
Year: 2018 PMID: 29665788 PMCID: PMC5905135 DOI: 10.1186/s12885-018-4357-y
Source DB: PubMed Journal: BMC Cancer ISSN: 1471-2407 Impact factor: 4.430
Survey sites and hospitals in 13 provinces
| Province | General information | Study sites and hospitals involved | |||
|---|---|---|---|---|---|
| Population size in 2011a, 1000 | Per capita disposable income of urban residents in 2011a, CNY | City or cities involved | Number of general hospital involved (level 3A)b | Number of cancer hospitals involved (level 3A)b | |
| Beijing | 20,190 | 32,903 | Beijing | 2 (Yes) | 2 (Yes) |
| Zhejiang | 54,630 | 30,971 | Hangzhou, Ningbo | 1 (Yes) | 1 (Yes) |
| Guangdong | 105,050 | 26,897 | Guangzhou, Shenzhen, Dongguan, Foshan, Zhongshan | 5 (Yes) | 0 |
| Jiangsu | 78,990 | 26,341 | Nantong, Xuzhou | 1 (No) | 2 (Yes) |
| Shandong | 96,370 | 22,792 | Jinan | 0 | 1 (Yes) |
| Liaoning | 43,830 | 20,467 | Shenyang, Tieling | 1 (Yes) | 1 (Yes) |
| Chongqing | 29,190 | 20,250 | Chongqing | 0 | 1 (Yes) |
| Hunan | 65,960 | 18,844 | Changsha | 0 | 1 (Yes) |
| Hebei | 72,410 | 18,292 | Tangshan | 2 (Yes) | 0 |
| Henan | 93,880 | 18,195 | Zhengzhou | 0 | 1 (Yes) |
| Heilongjiang | 38,340 | 15,696 | Harbin, Daqing | 2 (Yes) | 2 (Yes) |
| Xinjiang | 22,090 | 15,514 | Urumchi | 0 | 1 (Yes) |
| Gansu | 25,640 | 14,989 | Lanzhou, Jinchang | 4 (No) | 1 (Yes) |
| Total | – | – | 22 | 19 | 15 |
Note: a Based on China Statistical Yearbook 2012, available from http://www.stats.gov.cn/tjsj/ndsj/2012/indexch.htm
b Hospitals in China are organized according to a 3-tier system that recognizes a hospital’s ability to provide medical care, medical education, and conduct medical research. Based on this, hospitals are designated as Primary, Secondary or Tertiary institutions. Further, based on the level of service provision, size, medical technology, medical equipment, and management and medical quality, these 3 grades are further subdivided into 3 subsidiary levels: A, B and C. This results in a total of 9 levels. 3A is the highest grade/level in the hospital classification
Characteristics of stomach cancer cases (n = 14,297), 2002–2011
| Variable | ||
|---|---|---|
| Region of residence, n (%) | ||
| East | 7297 | (51.0) |
| Central | 3744 | (26.2) |
| West | 3256 | (22.8) |
| Hospital type, n (%) | ||
| General | 4220 | (29.5) |
| Specialized | 10,077 | (70.5) |
| 3A level hospital, n (%) | ||
| Yes | 13,223 | (92.5) |
| No | 1074 | (7.5) |
| Gender | ||
| Male | 10,092 | (70.6) |
| Female | 4205 | (29.4) |
| Age at diagnosis, y, mean ± SD | 58.1 ± 12.6 | |
| Age at diagnosis, y | ||
| < 45 | 2119 | (14.8) |
| 45~ 54 | 3167 | (22.2) |
| 55~ 64 | 4337 | (30.3) |
| ≥ 65 | 4674 | (32.7) |
| Pathological type | ||
| Adenocarcinoma | 11,270 | (78.8) |
| Others | 2525 | (17.7) |
| Unknown | 502 | (3.5) |
| Clinical stage | ||
| I | 2357 | (16.5) |
| II | 2590 | (18.1) |
| III | 3452 | (24.1) |
| IV | 4838 | (33.8) |
| Unknown | 1060 | (7.4) |
| The proportion of morphological verification, % | 12,632 | (88.4) |
| Number of episodes per patient, Median (P5-P95) | 1 (1–6) | |
| Number of episodes per patient | ||
| 1 | 9667 | (67.6) |
| 2 | 1876 | (13.1) |
| 3 | 1011 | (7.1) |
| 4+ | 1743 | (12.2) |
| Number of inpatient days per patient, Median (P25-P75) | 23 (15–38) | |
| Type of therapy | ||
| Surgery | 5793 | (40.5) |
| Surgery & Chemotherapy | 3555 | (24.9) |
| Surgery & Radiotherapy | 50 | (0.3) |
| Chemotherapy | 2386 | (16.7) |
| Radiotherapy | 314 | (2.2) |
| Radiotherapy & Chemotherapy | 328 | (2.3) |
| Palliative care | 1438 | (10.1) |
| Others | 372 | (2.6) |
| Unknown | 61 | (0.4) |
| % of patients with any co-morbidities | 4666 | (32.6) |
| % of patients with any complications | 1528 | (10.7) |
Medical expense for stomach cancer diagnosis and treatment per patient
| Variable | Expense per patient during 2002–2011, CNY Mean (95% CI) |
|
|---|---|---|
| Overall | 32,403 (31,953–32,854) | |
| Region | < 0.001a | |
| East | 37,901(37,149–38,653) | |
| Central | 34,850 (34,164–35,536) | |
| West | 23,794 (22,876–24,712) | |
| Hospital type | < 0.001b | |
| General hospital | 31,496(30,666–32,326) | |
| Specialized hospital | 33,342 (32,791–33,892) | |
| 3A hospital | < 0.001b | |
| Yes | 33,330 (32,862–33,799) | |
| No | 20,989 (19,492–22,485) | |
| Number of hospitalizations per patient | < 0.001a | |
| 1 | 24,928 (24,526–25,330) | |
| 2 | 37,620 (36,400–38,839) | |
| 3 | 47,462 (45,377–49,547) | |
| 4+ | 59,513 (57,823–61,203) | |
| Gender | 0.956b | |
| Male | 32,506 (31,966–33,046) | |
| Female | 32,156 (31,340–32,973) | |
| Age at diagnosis, y | 0.639a | |
| < 45 | 32,046 (30,869–33,223) | |
| 45~ 54 | 32,371 (31,406–33,336) | |
| 55~ 64 | 31,542 (30,771–32,314) | |
| ≥ 65 | 33,386 (32,564–34,208) | |
| Pathological type | < 0.001b | |
| Adenocarcinoma | 34,553 (34,033–35,074) | |
| Others | 25,704 (24,813–26,596) | |
| Clinical stage | < 0.001a | |
| I | 30,306 (29,392–31,219) | |
| II | 30,158 (29,251–31,064) | |
| III | 34,039 (33,121–34,958) | |
| IV | 32,939 (32,106–33,773) |
Note: a ANOVA test after logarithm transition
b Two-sample Student t test after logarithm transition
Fig. 1Medical expense for stomach cancer diagnosis and treatment per patient, by province
Generalized linear model (GLM)-Poisson regression model
| Parameter | Univariate analysis | Multivariate analysis | ||
|---|---|---|---|---|
| Relative risk (RR) | 95% CI | RR | 95% CI | |
| Intercept | – | – | 3036.012** | 3033.281–3038.745 |
| Age at diagnosis (45~ 54 VS < 45) | 1.010** | 1.010–1.010 | 1.029** | 1.028–1.029 |
| Age at diagnosis (55~ 64 VS < 45) | 0.984** | 0.984–0.985 | 1.006** | 1.006–1.006 |
| Age at diagnosis (65~ VS < 45) | 1.042** | 1.042–1.042 | 1.113** | 1.112–1.113 |
| Region (East VS West) | 1.470** | 1.470–1.471 | 1.071** | 1.071–1.072 |
| Region (Central VS West) | 1.465** | 1.464–1.465 | 1.116** | 1.115–1.116 |
| Hospital level (3A VS Non-3A) | 1.588** | 1.587–1.589 | 1.383** | 1.382–1.383 |
| Hospital type (Specialized VS General) | 1.105** | 1.105–1.106 | 1.013** | 1.013–1.013 |
| Drug proportion (%) | 1.009** | 1.009–1.009 | 1.009** | 1.009–1.009 |
| Clinical stage (II VS I)a | 0.995** | 0.995–0.995 | 0.952 ** | 0.952–0.952 |
| Clinical stage (III VS I)b | 1.123** | 1.123–1.124 | 1.018** | 1.018–1.018 |
| Clinical stage (IV VS I) | 1.087** | 1.087–1.087 | 1.079** | 1.079–1.079 |
| Type of therapy (Surgery VS Palliative care) | 2.323** | 2.322–2.324 | 2.330** | 2.328–2.331 |
| Type of therapy (Surgery & Chemotherapy VS Palliative care) | 3.223** | 3.222–3.225 | 2.129** | 2.128–2.130 |
| Type of therapy (Surgery & Radiotherapy VS Palliative care) | 2.990** | 2.986–2.995 | 2.014** | 2.011–2.017 |
| Type of therapy (Chemotherapy VS Palliative care) | 1.909** | 1.908–1.910 | 1.436** | 1.435–1.436 |
| Type of therapy (Radiotherapy VS Palliative care)c | 1.103** | 1.102–1.104 | 1.166** | 1.165–1.167 |
| Type of therapy (Radiotherapy & Chemotherapy VS Palliative care) | 2.758** | 2.756–2.760 | 1.962** | 1.961–1.963 |
| Type of therapy (Others VS Palliative care) | 0.856** | 0.855–0.857 | 0.880** | 0.880–0.882 |
| Number of episodes per patient | 1.201** | 1.201–1.201 | 1.101** | 1.101–1.101 |
| Year (2003 VS 2002) | 1.146** | 1.146–1.147 | 1.107** | 1.106–1.108 |
| Year (2004 VS 2002) | 1.328** | 1.327–1.328 | 1.198** | 1.197–1.199 |
| Year (2005 VS 2002) | 1.481** | 1.480–1.482 | 1.316** | 1.315–1.316 |
| Year (2006 VS 2002) | 1.391** | 1.391–1.392 | 1.230** | 1.229–1.230 |
| Year (2007 VS 2002) | 1.535** | 1.534–1.535 | 1.273** | 1.273–1.274 |
| Year (2008 VS 2002) | 1.614** | 1.614–1.615 | 1.266** | 1.266–1.267 |
| Year (2009 VS 2002) | 1.674** | 1.673–1.675 | 1.415** | 1.414–1.415 |
| Year (2010 VS 2002) | 1.792** | 1.791–1.793 | 1.499** | 1.499–1.500 |
| Year (2011 VS 2002) | 2.049** | 2.048–2.050 | 1.579 ** | 1.578–1.580 |
| Number of inpatient days per patient | 1.008** | 1.008–1.008 | 1.006 ** | 1.006–1.006 |
| Accompanying diseases (Yes VS No) | 1.220** | 1.220–1.221 | 1.188** | 1.188–1.188 |
Note: a **P < 0.01
b We include link = log. When we write our model out, log (μ) = β0 + β1x1 + ... + βpxp, where μ is the count we are modeling, and log ( ) defines the link function (i.e., how we transform μ to write it as a linear combination of the predictor variables)
c Goodness of fit for the multivariate GLM model: deviance = 0.3437 (p ≈ 1), Pearson Χ2 = 1.255(p ≈ 1), so the goodness of fit for the model is very good
Fig. 2Time trends of medical expenses and other important measures (2002–2011). a to e show the time trends of medical expense per patient (a), number of episodes (b), expense per episode (c), average inpatient days (d), daily medical expense per patient during hospitalization (e)
Fig. 3Yearly trend of medical expense for stomach cancer diagnosis and treatment per patient, by subgroup, 2002–2011. a to f show the yearly trend of medical expense per patient by region (a), by hospital type, (b) by hospital level (c), by number of episodes (d), by clinical stage (e), by therapy type (f)
Fig. 4The breakdown of medical expense for stomach cancer diagnosis and treatment per patient, 2002–2011. Others include fees for diagnosis, registration, oxygen, blood and heating