| Literature DB >> 36065174 |
Luying Gao1,2, Jianchu Li1,2, Yang Gu1,2, Li Ma1,2, Wen Xu1,2, Xixi Tao1,2, Ruojiao Wang1,2, Rui Zhang1,2, Yixuan Zhang1,2, Hongyan Wang1,2, Yuxin Jiang1,2.
Abstract
Background: With the growing demand for breast screening in public health services and clinical care, ultrasound departments in China are facing tremendous challenges.Entities:
Keywords: Breast cancer; Breast imaging reporting and data system (BI-RADS); Ultrasound
Year: 2022 PMID: 36065174 PMCID: PMC9440300 DOI: 10.1016/j.lanwpc.2022.100576
Source DB: PubMed Journal: Lancet Reg Health West Pac ISSN: 2666-6065
Figure 1The regional distribution of participating hospitals in mainland China.
Figure 2Average number of sonologists per 10,000 patients in mainland China.
The general characteristics of departments and sonologists in different tiers of hospitals.
| Total | Tiers of hospitals | |||
|---|---|---|---|---|
| Tier 3 | Tier 2 | |||
| Sonologists (per 10,000 procedures) | 2.25 | 1.68 | 2.46 | <0.001 |
| Quality inspection rate of ultrasonic instruments | 96.17% | 97.69% | 95.52% | <0.001 |
| Sonologists (per hospital) | 10.46 | 20.31 | 6.46 | <0.001 |
| Ranking (sonologists per hospital) | ||||
| Chief | 0.71 (6.26%) | 1.57 (7.74%) | 0.23 (3.39%) | <0.001 |
| Associate chief | 2.03 (17.89%) | 3.82 (18.83%) | 1.07 (15.76%) | <0.001 |
| Attending | 4.59 (40.44%) | 8.31 (40.96%) | 2.75 (40.50%) | <0.001 |
| Resident | 4.02 (35.42%) | 6.59 (32.48%) | 2.74 (40.35%) | <0.001 |
| Educational background (sonologists per hospital) | ||||
| Doctoral degree | 0.28 (2.42%) | 0.82 (3.95%) | 0.01 (0.14%) | <0.001 |
| Master degree | 1.89 (16.32%) | 5.24 (25.24%) | 0.13 (1.85%) | <0.001 |
| Bachelor degree | 6.31 (54.49%) | 12.48 (60.12%) | 3.37 (48.07%) | <0.001 |
| Junior college or technical secondary schools degree | 3.10 (26.77%) | 2.22 (10.69%) | 3.50 (49.93%) | <0.001 |
| Age of radiologists (sonologists per hospital) | ||||
| ≤25 yrs | 0.26 (2.37%) | 0.24 (1.18%) | 0.26 (3.82%) | 0.35 |
| >25 yrs, ≤35 yrs | 4.54 (41.35%) | 9.19 (45.34%) | 2.47 (36.32%) | <0.001 |
| >35 yrs, ≤45 yrs | 3.95 (35.97%) | 7.15 (35.27%) | 2.48 (36.47%) | <0.001 |
| >45 yrs | 2.23 (20.31%) | 3.69 (18.20%) | 1.59 (23.38%) | <0.001 |
Yrs, years old.
Figure 3A. The distribution of sonologists by level of education in mainland China B. The distribution of sonologists’ rankings in mainland China C. The distribution of sonologists by age in mainland China.
Figure 4The average utilization rate of BI-RADS in Chinese hospitals.
Factors associated with the utilization rate of the BI-RADS template in mainland China.
| BI-RADS Utilization rate (%) | ||
|---|---|---|
| Average ± SD | ||
| Ownership of hospitals | 0.005 | |
| State-owned hospitals | 87.36 ± 22.80 | |
| Privately funded hospitals | 84.77 ± 24.25 | |
| Tiers of hospitals | <0.001 | |
| Tier 3 | 90.43 ± 18.32 | |
| Tier 2 | 85.24 ± 24.90 | |
| Category of hospital | 0.018 | |
| General hospital | 86.67 ± 22.80 | |
| Specialized hospital | 88.55 ± 23.81 | |
| GDP per capita | <0.001 | |
| High | 87.96 ± 22.24 | |
| Low | 85.85 ± 23.88 | |
| Percentage of doctors with master's and doctoral degrees | <0.001 | |
| High | 89.99 ± 18.70 | |
| Low | 86.62 ± 23.54 | |
| Percentage of associate chief and chief | 0.31 | |
| High | 88.53 ± 21.20 | |
| Low | 87.82 ± 22.12 | |
| Percentage of doctors ≤35 yrs | <0.001 | |
| High | 88.55 ± 21.22 | |
| Low | 86.19 ± 23.88 | |
| Quality inspection rate of ultrasonic instruments | 0.036 | |
| High | 87.29 ± 22.82 | |
| Low | 84.96 ± 24.09 |
Yrs, years old.
BI-RADS, Breast Imaging Reporting and Data System.
GDP, gross domestic product.
SD, standard deviation.
Mixed linear model of factors associated with BI-RADS utilization rate.
| Parameters | β | 95% CI | P |
|---|---|---|---|
| GDP per capita | 0.0012 | 0.0006–0.0025 | 0.0080 |
| Specialized hospital | 0.0276 | 0.0103–0.0450 | 0.0020 |
| Privately funded hospitals | −0.0212 | −0.0428–0.0004 | 0.0540 |
| Tier 2 hospitals | −0.0346 | −0.0507– −0.0186 | 0.0000 |
| Percentage of doctors with master's and doctoral degree | 0.0476 | 0.0060–0.0891 | 0.0250 |
| Quality inspection rate of ultrasonic instruments | 0.0344 | −0.0179–0.0868 | 0.1970 |
| Percentage of doctors ≤35 yrs | −0.0462 | −0.0783– −0.0141 | 0.0050 |
Yrs, years old.
BI-RADS, Breast Imaging Reporting and Data System.
GDP, gross domestic product.
CI, confidential interval.
Figure 5The average diagnostic accuracy rate of breast cancer ultrasound in Chinese hospitals.
Factors associated with breast cancer ultrasound diagnostic accuracy rate in mainland China.
| Breast cancer ultrasound diagnostic accuracy rate (%) | ||
|---|---|---|
| Average ± SD | ||
| Ownership of hospitals | 0.468 | |
| State-owned hospitals | 73.76 ± 20.69 | |
| Privately funded hospitals | 72.41 ± 21.22 | |
| Tiers of hospitals | <0.001 | |
| Tier 3 | 76.36 ± 18.24 | |
| Tier 2 | 70.43 ± 22.94 | |
| Category of hospital | 0.23 | |
| General hospital | 73.88 ± 20.44 | |
| Specialized hospital | 71.97 ± 22.70 | |
| GDP per capita | <0.001 | |
| High | 74.95 ± 19.72 | |
| Low | 71.54 ± 22.12 | |
| Percentage of doctors with master's and doctoral degrees | <0.001 | |
| High | 77.87 ± 16.88 | |
| Low | 72.57 ± 21.64 | |
| Percentage of associate chief and chief | 0.81 | |
| High | 75.03 ± 19.60 | |
| Low | 74.75 ± 20.04 | |
| Percentage of doctors ≤35 yrs | 0.047 | |
| High | 75.27 ± 19.97 | |
| Low | 72.98 ± 20.82 | |
| Quality inspection rate of ultrasonic instruments | 0.974 | |
| High | 74.12 ± 20.37 | |
| Low | 74.06 ± 20.96 | |
| BI-RADS utilization rate (%) | 0.001 | |
| High | 74.92 ± 20.41 | |
| Low | 70.82 ± 20.71 |
Yrs, years old.
BI-RADS, Breast Imaging Reporting and Data System.
GDP, gross domestic product.
SD, standard deviation.
Multiple logistic regression analysis of factors associated with breast cancer ultrasound diagnostic accuracy rate.
| β | SE | P | 95% CI | |
|---|---|---|---|---|
| High GDP per capita | 0.028 | 0.012 | 0.02 | 0.004–0.051 |
| Tier 3 hospital | 0.022 | 0.013 | 0.089 | −0.003–0.048 |
| BI-RADS Utilization rate | 0.072 | 0.031 | 0.019 | 0.012–0.133 |
| Percentage of doctors with master's and doctoral degrees | 0.045 | 0.025 | 0.077 | −0.005–0.095 |
| Percentage of doctors ≤35 yrs | −0.058 | 0.03 | 0.052 | −0.117–0.001 |
| Constant | 0.679 | 0.035 | <0.001 | 0.611–0.748 |
Yrs, years old.
BI-RADS, Breast Imaging Reporting and Data System.
GDP, gross domestic product.
CI, confidential interval.