
Chinese General Practice ›› 2026, Vol. 29 ›› Issue (17): 2319-2325.DOI: 10.12114/j.issn.1007-9572.2025.0429
Special Issue: 内分泌代谢性疾病最新文章合辑; 社区卫生服务最新研究合辑
• General Practice/Community Health Service • Previous Articles Next Articles
Received:2025-09-16
Revised:2026-02-13
Published:2026-06-15
Online:2026-05-21
Contact:
YUAN Beibei
通讯作者:
袁蓓蓓
作者简介:作者贡献:
孙禧斌、袁蓓蓓负责文章的构思与设计、研究的实施与可行性分析、结果的分析与解释、论文的修订;李佳威、葛奥淇负责数据收集与整理、文章部分修订;孙禧斌负责统计学处理、撰写论文;袁蓓蓓负责文章的质量控制及审校,并对文章整体负责,监督管理。
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| 类别 | AIC | BIC | aBIC | Entropy | LMRT | BLRT | 类别概率(%) |
|---|---|---|---|---|---|---|---|
| 1 | 11 488.457 | 11 511.301 | 11 498.593 | ||||
| 2 | 9 851.985 | 9 903.385 | 9 874.791 | 0.793 | <0.001 | <0.001 | 51.47/48.53 |
| 3 | 9 604.567 | 9 684.523 | 9 640.042 | 0.865 | <0.001 | <0.001 | 16.93/31.66/51.41 |
| 4 | 9 595.640 | 9 704.151 | 9 643.785 | 0.795 | <0.001 | <0.001 | 5.91/51.50/26.83/15.76 |
Table 1 Fit indices of latent class models for primary medical staff participating in assistance programs
| 类别 | AIC | BIC | aBIC | Entropy | LMRT | BLRT | 类别概率(%) |
|---|---|---|---|---|---|---|---|
| 1 | 11 488.457 | 11 511.301 | 11 498.593 | ||||
| 2 | 9 851.985 | 9 903.385 | 9 874.791 | 0.793 | <0.001 | <0.001 | 51.47/48.53 |
| 3 | 9 604.567 | 9 684.523 | 9 640.042 | 0.865 | <0.001 | <0.001 | 16.93/31.66/51.41 |
| 4 | 9 595.640 | 9 704.151 | 9 643.785 | 0.795 | <0.001 | <0.001 | 5.91/51.50/26.83/15.76 |
| 变量 | B | 95%CI | β | SE | t值 | P值 | VIF值 |
|---|---|---|---|---|---|---|---|
| 专科医师下沉类别(以整体帮扶缺少组为参照) | |||||||
| 院内帮扶组 | 3.241 | 1.223~5.260 | 0.074 | 1.029 | 3.150 | 0.002 | 1.270 |
| 综合帮扶组 | 4.798 | 3.100~6.496 | 0.135 | 0.866 | 5.540 | <0.001 | 1.380 |
| 性别(以女性为参照) | |||||||
| 男 | -2.286 | -3.910~-0.661 | -0.062 | 0.828 | -2.760 | 0.006 | 1.190 |
| 年龄(连续性变量) | -0.004 | -0.116~0.107 | -0.002 | 0.057 | -0.080 | 0.937 | 2.300 |
| 受教育程度(以高中、中专及以下为参照) | |||||||
| 本科及以上 | -1.313 | -3.792~1.166 | -0.040 | 1.264 | -1.040 | 0.299 | 3.370 |
| 大专 | 2.644 | 0.329~4.959 | 0.073 | 1.181 | 2.240 | 0.025 | 2.460 |
| 婚姻(以不在婚为参照) | |||||||
| 在婚 | -2.071 | -4.357~0.214 | -0.046 | 1.165 | -1.780 | 0.076 | 1.580 |
| 平均月收入(以≤3 000元为参照) | |||||||
| >3 000~5 000元 | 4.466 | 2.723~6.209 | 0.125 | 0.889 | 5.020 | <0.001 | 1.440 |
| >5 000~8 000元 | 5.530 | 2.963~8.097 | 0.148 | 1.309 | 4.220 | <0.001 | 2.860 |
| >8 000元 | 8.473 | 4.187~12.760 | 0.102 | 2.186 | 3.880 | <0.001 | 1.590 |
| 职称(以初级及以下为参照) | |||||||
| 副高级及以上 | -2.328 | -5.751~1.094 | -0.039 | 1.745 | -1.330 | 0.182 | 1.950 |
| 中级 | -0.811 | -2.999~1.376 | -0.022 | 1.115 | -0.730 | 0.467 | 2.060 |
| 在编(以无编制为参照) | 0.571 | -1.511~2.653 | 0.017 | 1.062 | 0.540 | 0.591 | 2.310 |
| 主要工作岗位(以其他岗位为参照) | |||||||
| 临床 | 0.131 | -1.666~1.928 | 0.004 | 0.916 | 0.140 | 0.886 | 1.600 |
| 护理 | 1.660 | -0.367~3.687 | 0.043 | 1.033 | 1.610 | 0.108 | 1.660 |
| 公共卫生 | 3.395 | 1.184~5.605 | 0.073 | 1.127 | 3.010 | 0.003 | 1.370 |
| 常量 | 75.543 | 70.820~80.266 | 2.408 | 31.370 | <0.001 | ||
Table 2 Multiple linear regression analysis results on latent classes of downward deployment activities and job satisfaction
| 变量 | B | 95%CI | β | SE | t值 | P值 | VIF值 |
|---|---|---|---|---|---|---|---|
| 专科医师下沉类别(以整体帮扶缺少组为参照) | |||||||
| 院内帮扶组 | 3.241 | 1.223~5.260 | 0.074 | 1.029 | 3.150 | 0.002 | 1.270 |
| 综合帮扶组 | 4.798 | 3.100~6.496 | 0.135 | 0.866 | 5.540 | <0.001 | 1.380 |
| 性别(以女性为参照) | |||||||
| 男 | -2.286 | -3.910~-0.661 | -0.062 | 0.828 | -2.760 | 0.006 | 1.190 |
| 年龄(连续性变量) | -0.004 | -0.116~0.107 | -0.002 | 0.057 | -0.080 | 0.937 | 2.300 |
| 受教育程度(以高中、中专及以下为参照) | |||||||
| 本科及以上 | -1.313 | -3.792~1.166 | -0.040 | 1.264 | -1.040 | 0.299 | 3.370 |
| 大专 | 2.644 | 0.329~4.959 | 0.073 | 1.181 | 2.240 | 0.025 | 2.460 |
| 婚姻(以不在婚为参照) | |||||||
| 在婚 | -2.071 | -4.357~0.214 | -0.046 | 1.165 | -1.780 | 0.076 | 1.580 |
| 平均月收入(以≤3 000元为参照) | |||||||
| >3 000~5 000元 | 4.466 | 2.723~6.209 | 0.125 | 0.889 | 5.020 | <0.001 | 1.440 |
| >5 000~8 000元 | 5.530 | 2.963~8.097 | 0.148 | 1.309 | 4.220 | <0.001 | 2.860 |
| >8 000元 | 8.473 | 4.187~12.760 | 0.102 | 2.186 | 3.880 | <0.001 | 1.590 |
| 职称(以初级及以下为参照) | |||||||
| 副高级及以上 | -2.328 | -5.751~1.094 | -0.039 | 1.745 | -1.330 | 0.182 | 1.950 |
| 中级 | -0.811 | -2.999~1.376 | -0.022 | 1.115 | -0.730 | 0.467 | 2.060 |
| 在编(以无编制为参照) | 0.571 | -1.511~2.653 | 0.017 | 1.062 | 0.540 | 0.591 | 2.310 |
| 主要工作岗位(以其他岗位为参照) | |||||||
| 临床 | 0.131 | -1.666~1.928 | 0.004 | 0.916 | 0.140 | 0.886 | 1.600 |
| 护理 | 1.660 | -0.367~3.687 | 0.043 | 1.033 | 1.610 | 0.108 | 1.660 |
| 公共卫生 | 3.395 | 1.184~5.605 | 0.073 | 1.127 | 3.010 | 0.003 | 1.370 |
| 常量 | 75.543 | 70.820~80.266 | 2.408 | 31.370 | <0.001 | ||
| 变量 | B | 95%CI | β | SE | t值 | P值 | VIF值 |
|---|---|---|---|---|---|---|---|
| 专科医师下沉类别(以整体帮扶缺少组为参照) | |||||||
| 院内帮扶组 | 1.659 | 0.803~2.514 | 0.084 | 0.436 | 3.800 | <0.001 | 1.270 |
| 综合帮扶组 | 3.922 | 3.202~4.642 | 0.247 | 0.367 | 10.690 | <0.001 | 1.380 |
| 性别(以女性为参照) | |||||||
| 男 | 0.702 | 0.014~1.391 | 0.043 | 0.351 | 2.000 | 0.046 | 1.190 |
| 年龄(连续性变量) | 0.083 | 0.036~0.130 | 0.104 | 0.024 | 3.440 | 0.001 | 2.300 |
| 受教育程度(以高中、中专及以下为参照) | |||||||
| 本科及以上 | 0.137 | -0.914~1.187 | 0.009 | 0.536 | 0.260 | 0.799 | 3.370 |
| 大专 | 0.406 | -0.575~1.387 | 0.025 | 0.500 | 0.810 | 0.417 | 2.460 |
| 婚姻(以不在婚为参照) | |||||||
| 在婚 | 1.487 | 0.519~2.456 | 0.074 | 0.494 | 3.010 | 0.003 | 1.580 |
| 平均月收入(以≤3 000元为参照) | |||||||
| >3 000~5 000元 | 0.214 | -0.525~0.952 | 0.013 | 0.377 | 0.570 | 0.571 | 1.440 |
| >5 000~8 000元 | -0.837 | -1.926~0.251 | -0.050 | 0.555 | -1.510 | 0.131 | 2.860 |
| >8 000元 | -0.454 | -2.271~1.363 | -0.012 | 0.926 | -0.490 | 0.624 | 1.590 |
| 职称(以初级及以下为参照) | |||||||
| 副高级及以上 | -0.703 | -2.154~0.748 | -0.026 | 0.740 | -0.950 | 0.342 | 1.950 |
| 中级 | -1.176 | -2.103~-0.249 | -0.070 | 0.473 | -2.490 | 0.013 | 2.060 |
| 在编(以无编制为参照) | -0.315 | -1.198~0.567 | -0.021 | 0.450 | -0.700 | 0.484 | 2.310 |
| 主要工作岗位(以其他岗位为参照) | |||||||
| 临床 | 2.482 | 1.720~3.244 | 0.159 | 0.388 | 6.390 | <0.001 | 1.600 |
| 护理 | 1.678 | 0.819~2.537 | 0.097 | 0.438 | 3.830 | <0.001 | 1.660 |
| 公共卫生 | 0.324 | -0.613~1.261 | 0.016 | 0.478 | 0.680 | 0.497 | 1.370 |
| 常量 | 16.005 | 14.003~18.007 | 1.021 | 15.680 | <0.001 |
Table 3 Multiple linear regression analysis results on latent classes of downward deployment activities and diabetes management competence
| 变量 | B | 95%CI | β | SE | t值 | P值 | VIF值 |
|---|---|---|---|---|---|---|---|
| 专科医师下沉类别(以整体帮扶缺少组为参照) | |||||||
| 院内帮扶组 | 1.659 | 0.803~2.514 | 0.084 | 0.436 | 3.800 | <0.001 | 1.270 |
| 综合帮扶组 | 3.922 | 3.202~4.642 | 0.247 | 0.367 | 10.690 | <0.001 | 1.380 |
| 性别(以女性为参照) | |||||||
| 男 | 0.702 | 0.014~1.391 | 0.043 | 0.351 | 2.000 | 0.046 | 1.190 |
| 年龄(连续性变量) | 0.083 | 0.036~0.130 | 0.104 | 0.024 | 3.440 | 0.001 | 2.300 |
| 受教育程度(以高中、中专及以下为参照) | |||||||
| 本科及以上 | 0.137 | -0.914~1.187 | 0.009 | 0.536 | 0.260 | 0.799 | 3.370 |
| 大专 | 0.406 | -0.575~1.387 | 0.025 | 0.500 | 0.810 | 0.417 | 2.460 |
| 婚姻(以不在婚为参照) | |||||||
| 在婚 | 1.487 | 0.519~2.456 | 0.074 | 0.494 | 3.010 | 0.003 | 1.580 |
| 平均月收入(以≤3 000元为参照) | |||||||
| >3 000~5 000元 | 0.214 | -0.525~0.952 | 0.013 | 0.377 | 0.570 | 0.571 | 1.440 |
| >5 000~8 000元 | -0.837 | -1.926~0.251 | -0.050 | 0.555 | -1.510 | 0.131 | 2.860 |
| >8 000元 | -0.454 | -2.271~1.363 | -0.012 | 0.926 | -0.490 | 0.624 | 1.590 |
| 职称(以初级及以下为参照) | |||||||
| 副高级及以上 | -0.703 | -2.154~0.748 | -0.026 | 0.740 | -0.950 | 0.342 | 1.950 |
| 中级 | -1.176 | -2.103~-0.249 | -0.070 | 0.473 | -2.490 | 0.013 | 2.060 |
| 在编(以无编制为参照) | -0.315 | -1.198~0.567 | -0.021 | 0.450 | -0.700 | 0.484 | 2.310 |
| 主要工作岗位(以其他岗位为参照) | |||||||
| 临床 | 2.482 | 1.720~3.244 | 0.159 | 0.388 | 6.390 | <0.001 | 1.600 |
| 护理 | 1.678 | 0.819~2.537 | 0.097 | 0.438 | 3.830 | <0.001 | 1.660 |
| 公共卫生 | 0.324 | -0.613~1.261 | 0.016 | 0.478 | 0.680 | 0.497 | 1.370 |
| 常量 | 16.005 | 14.003~18.007 | 1.021 | 15.680 | <0.001 |
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