
Chinese General Practice ›› 2026, Vol. 29 ›› Issue (16): 2252-2258.DOI: 10.12114/j.issn.1007-9572.2025.0192
Special Issue: 内分泌代谢性疾病最新文章合辑
• Original Research·Focus on Diabetes Management • Previous Articles Next Articles
Received:2025-07-16
Revised:2025-11-27
Published:2026-06-05
Online:2026-05-21
Contact:
KONG Min
通讯作者:
孔慜
作者简介:作者贡献:
付铭源、于潇漪负责收集数据,撰写论文;葛彩英、孔慜负责设计研究方案,提供经费支持,修订论文,并对论文整体负责。
基金资助:CLC Number:
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URL: https://www.chinagp.net/EN/10.12114/j.issn.1007-9572.2025.0192
| 低血糖经历 | 例数 | 百分比(%) |
|---|---|---|
| 严重低血糖 | 3 | 4.6 |
| 症状低血糖 | 31 | 47.7 |
| 无症状低血糖 | 9 | 13.8 |
| 可能症状性低血糖 | 15 | 23.1 |
| 相对低血糖 | 16 | 24.6 |
| 夜间低血糖 | 5 | 7.7 |
Table 1 Self-reported hypoglycemia status in 487 patients with T2DM
| 低血糖经历 | 例数 | 百分比(%) |
|---|---|---|
| 严重低血糖 | 3 | 4.6 |
| 症状低血糖 | 31 | 47.7 |
| 无症状低血糖 | 9 | 13.8 |
| 可能症状性低血糖 | 15 | 23.1 |
| 相对低血糖 | 16 | 24.6 |
| 夜间低血糖 | 5 | 7.7 |
| 项目 | 例数 | IAH发生率 | χ2值 | P值 |
|---|---|---|---|---|
| 性别 | 0.644 | 0.422 | ||
| 男 | 258 | 66(25.6) | ||
| 女 | 229 | 66(28.8) | ||
| 年龄 | 7.911 | 0.048 | ||
| <60岁 | 100 | 38(38.0) | ||
| 60~65岁 | 109 | 27(24.8) | ||
| 66~70岁 | 125 | 28(22.4) | ||
| >70岁 | 153 | 39(25.5) | ||
| 文化程度 | 0.312 | 0.856 | ||
| 初中及以下 | 180 | 50(27.8) | ||
| 高中/中专 | 165 | 46(27.9) | ||
| 大专及以上 | 142 | 36(25.4) | ||
| 工作状态 | 1.304 | 0.253 | ||
| 离/退休 | 403 | 105(26.1) | ||
| 在职 | 84 | 27(32.1) | ||
| 婚姻状况 | 0.974 | 0.324 | ||
| 其他 | 45 | 15(33.3) | ||
| 已婚 | 442 | 117(26.5) | ||
| 居住状态 | 0.236 | 0.627 | ||
| 合居 | 437 | 117(26.8) | ||
| 独居 | 50 | 15(30.0) | ||
| T2DM病程 | 15.691 | 0.001 | ||
| ≤5年 | 124 | 49(39.5) | ||
| 6~10年 | 129 | 36(27.9) | ||
| 11~19年 | 101 | 19(18.8) | ||
| ≥20年 | 133 | 28(21.1) | ||
| T2DM家族史 | 3.894 | 0.048 | ||
| 无 | 241 | 75(31.1) | ||
| 有 | 246 | 57(23.2) | ||
| T2DM并发症 | 11.865 | 0.003 | ||
| 无 | 294 | 70(23.8) | ||
| 有 | 89 | 20(22.5) | ||
| 未检查过 | 104 | 42(40.4) | ||
| 口服降糖药 | 9.790 | 0.002 | ||
| 否 | 42 | 20(47.6) | ||
| 是 | 445 | 112(25.2) | ||
| 使用胰岛素 | 0.472 | 0.492 | ||
| 否 | 400 | 111(27.8) | ||
| 是 | 87 | 21(24.1) | ||
| 使用降糖药 | 0.905 | 0.341 | ||
| 否 | 16 | 6(6/16) | ||
| 是 | 471 | 126(26.8) | ||
| 多病共存 | 9.498 | 0.002 | ||
| 否 | 99 | 39(39.4) | ||
| 是 | 388 | 93(24.0) | ||
| 体质量达标 | 0.183 | 0.669 | ||
| 否 | 277 | 73(26.4) | ||
| 是 | 210 | 59(28.1) | ||
| HbA1c达标 | 5.844 | 0.016 | ||
| 否 | 254 | 57(22.4) | ||
| 是 | 233 | 75(32.2) | ||
| 健康教育经历 | 1.621 | 0.203 | ||
| 无 | 291 | 85(29.2) | ||
| 有 | 196 | 47(24.0) | ||
| 低血糖诊断标准认知情况 | 18.049 | <0.001 | ||
| 不了解 | 105 | 37(35.2) | ||
| 听说过但不确定 | 185 | 62(33.5) | ||
| 了解 | 197 | 33(16.8) | ||
| 血糖监测能力 | — | 0.002 | ||
| 不会且没有血糖监测工具 | 40 | 18(45.0) | ||
| 没有血糖监测工具但知道监测方法 | 29 | 10(34.5) | ||
| 有血糖监测工具,但不会用 | 38 | 16(42.1) | ||
| 有血糖监测工具,偶尔监测 | 231 | 56(24.2) | ||
| 熟练掌握并定期监测血糖 | 142 | 28(19.7) | ||
| 动态血糖监测 | 7 | 4(4/7) | ||
| 低血糖经历 | 1.028 | 0.311 | ||
| 无 | 422 | 111(26.3) | ||
| 有 | 65 | 21(32.3) | ||
| 饮食情况 | 0.533 | 0.766 | ||
| 较差 | 103 | 28(27.2) | ||
| 中等 | 233 | 60(25.8) | ||
| 良好 | 151 | 44(29.1) | ||
| 运动情况 | 4.703 | 0.095 | ||
| 较差 | 85 | 23(27.1) | ||
| 中等 | 129 | 44(34.1) | ||
| 良好 | 273 | 65(23.8) | ||
| 血糖监测情况 | 2.092 | 0.351 | ||
| 较差 | 383 | 98(25.6) | ||
| 中等 | 67 | 22(32.8) | ||
| 良好 | 37 | 12(32.4) | ||
| 足部护理情况 | 5.438 | 0.066 | ||
| 较差 | 287 | 76(26.5) | ||
| 中等 | 110 | 38(34.5) | ||
| 良好 | 90 | 18(20.0) | ||
| 控烟情况 | 14.983 | 0.001 | ||
| 较差 | 72 | 27(37.5) | ||
| 中等 | 10 | 7(70.0) | ||
| 良好 | 405 | 98(24.2) | ||
| 遵医嘱用药情况 | 8.844 | 0.012 | ||
| 较差 | 59 | 25(42.4) | ||
| 中等 | 359 | 93(25.9) | ||
| 良好 | 69 | 14(20.3) |
Table 2 Comparison of the Incidence of IAH Among T2DM patients
| 项目 | 例数 | IAH发生率 | χ2值 | P值 |
|---|---|---|---|---|
| 性别 | 0.644 | 0.422 | ||
| 男 | 258 | 66(25.6) | ||
| 女 | 229 | 66(28.8) | ||
| 年龄 | 7.911 | 0.048 | ||
| <60岁 | 100 | 38(38.0) | ||
| 60~65岁 | 109 | 27(24.8) | ||
| 66~70岁 | 125 | 28(22.4) | ||
| >70岁 | 153 | 39(25.5) | ||
| 文化程度 | 0.312 | 0.856 | ||
| 初中及以下 | 180 | 50(27.8) | ||
| 高中/中专 | 165 | 46(27.9) | ||
| 大专及以上 | 142 | 36(25.4) | ||
| 工作状态 | 1.304 | 0.253 | ||
| 离/退休 | 403 | 105(26.1) | ||
| 在职 | 84 | 27(32.1) | ||
| 婚姻状况 | 0.974 | 0.324 | ||
| 其他 | 45 | 15(33.3) | ||
| 已婚 | 442 | 117(26.5) | ||
| 居住状态 | 0.236 | 0.627 | ||
| 合居 | 437 | 117(26.8) | ||
| 独居 | 50 | 15(30.0) | ||
| T2DM病程 | 15.691 | 0.001 | ||
| ≤5年 | 124 | 49(39.5) | ||
| 6~10年 | 129 | 36(27.9) | ||
| 11~19年 | 101 | 19(18.8) | ||
| ≥20年 | 133 | 28(21.1) | ||
| T2DM家族史 | 3.894 | 0.048 | ||
| 无 | 241 | 75(31.1) | ||
| 有 | 246 | 57(23.2) | ||
| T2DM并发症 | 11.865 | 0.003 | ||
| 无 | 294 | 70(23.8) | ||
| 有 | 89 | 20(22.5) | ||
| 未检查过 | 104 | 42(40.4) | ||
| 口服降糖药 | 9.790 | 0.002 | ||
| 否 | 42 | 20(47.6) | ||
| 是 | 445 | 112(25.2) | ||
| 使用胰岛素 | 0.472 | 0.492 | ||
| 否 | 400 | 111(27.8) | ||
| 是 | 87 | 21(24.1) | ||
| 使用降糖药 | 0.905 | 0.341 | ||
| 否 | 16 | 6(6/16) | ||
| 是 | 471 | 126(26.8) | ||
| 多病共存 | 9.498 | 0.002 | ||
| 否 | 99 | 39(39.4) | ||
| 是 | 388 | 93(24.0) | ||
| 体质量达标 | 0.183 | 0.669 | ||
| 否 | 277 | 73(26.4) | ||
| 是 | 210 | 59(28.1) | ||
| HbA1c达标 | 5.844 | 0.016 | ||
| 否 | 254 | 57(22.4) | ||
| 是 | 233 | 75(32.2) | ||
| 健康教育经历 | 1.621 | 0.203 | ||
| 无 | 291 | 85(29.2) | ||
| 有 | 196 | 47(24.0) | ||
| 低血糖诊断标准认知情况 | 18.049 | <0.001 | ||
| 不了解 | 105 | 37(35.2) | ||
| 听说过但不确定 | 185 | 62(33.5) | ||
| 了解 | 197 | 33(16.8) | ||
| 血糖监测能力 | — | 0.002 | ||
| 不会且没有血糖监测工具 | 40 | 18(45.0) | ||
| 没有血糖监测工具但知道监测方法 | 29 | 10(34.5) | ||
| 有血糖监测工具,但不会用 | 38 | 16(42.1) | ||
| 有血糖监测工具,偶尔监测 | 231 | 56(24.2) | ||
| 熟练掌握并定期监测血糖 | 142 | 28(19.7) | ||
| 动态血糖监测 | 7 | 4(4/7) | ||
| 低血糖经历 | 1.028 | 0.311 | ||
| 无 | 422 | 111(26.3) | ||
| 有 | 65 | 21(32.3) | ||
| 饮食情况 | 0.533 | 0.766 | ||
| 较差 | 103 | 28(27.2) | ||
| 中等 | 233 | 60(25.8) | ||
| 良好 | 151 | 44(29.1) | ||
| 运动情况 | 4.703 | 0.095 | ||
| 较差 | 85 | 23(27.1) | ||
| 中等 | 129 | 44(34.1) | ||
| 良好 | 273 | 65(23.8) | ||
| 血糖监测情况 | 2.092 | 0.351 | ||
| 较差 | 383 | 98(25.6) | ||
| 中等 | 67 | 22(32.8) | ||
| 良好 | 37 | 12(32.4) | ||
| 足部护理情况 | 5.438 | 0.066 | ||
| 较差 | 287 | 76(26.5) | ||
| 中等 | 110 | 38(34.5) | ||
| 良好 | 90 | 18(20.0) | ||
| 控烟情况 | 14.983 | 0.001 | ||
| 较差 | 72 | 27(37.5) | ||
| 中等 | 10 | 7(70.0) | ||
| 良好 | 405 | 98(24.2) | ||
| 遵医嘱用药情况 | 8.844 | 0.012 | ||
| 较差 | 59 | 25(42.4) | ||
| 中等 | 359 | 93(25.9) | ||
| 良好 | 69 | 14(20.3) |
| 自变量 | b | SE | Wald χ2值 | OR值(95%CI) | P值 |
|---|---|---|---|---|---|
| 年龄(以<60岁为参照) | |||||
| 60~65岁 | -0.494 | 0.358 | 1.908 | 0.610(0.303~1.230) | 0.167 |
| 66~70岁 | -0.526 | 0.351 | 2.253 | 0.591(0.297~1.175) | 0.133 |
| >70岁 | -0.162 | 0.351 | 0.214 | 0.850(0.428~1.690) | 0.644 |
| T2DM病程(以≤5年为参照) | |||||
| 6~10年 | -0.474 | 0.308 | 2.371 | 0.622(0.340~1.138) | 0.124 |
| 11~19年 | -1.140 | 0.379 | 9.040 | 0.320(0.152~0.672) | 0.003 |
| ≥20年 | -0.780 | 0.374 | 4.340 | 0.459(0.220~0.955) | 0.037 |
| T2DM家族史(以无为参照) | |||||
| 有 | -0.073 | 0.241 | 0.093 | 0.929(0.580~1.489) | 0.760 |
| T2DM并发症(以无为参照) | |||||
| 未检测,不清楚 | 0.772 | 0.294 | 6.880 | 2.164(1.215~3.852) | 0.009 |
| 有 | 0.090 | 0.359 | 0.063 | 1.094(0.542~2.211) | 0.802 |
| 口服降糖药(以否为参照) | |||||
| 是 | -2.961 | 0.850 | 12.147 | 0.052(0.010~0.274) | <0.001 |
| 使用胰岛素(以否为参照) | |||||
| 是 | -1.612 | 0.711 | 5.146 | 0.199(0.050~0.803) | 0.023 |
| 未使用降糖药(以否为参照) | |||||
| 是 | -3.544 | 1.091 | 10.556 | 0.029(0.003~0.245) | 0.001 |
| 多病共存(以否为参照) | |||||
| 是 | -0.489 | 0.289 | 2.858 | 0.613(0.348~1.081) | 0.091 |
| HbA1c达标(以否为参照) | |||||
| 是 | 0.499 | 0.238 | 4.395 | 1.648(1.033~2.628) | 0.036 |
| 低血糖诊断标准认知情况(以不了解为参照) | |||||
| 听说过但不确定 | 0.080 | 0.297 | 0.072 | 1.083(0.606~1.936) | 0.788 |
| 了解 | -0.697 | 0.321 | 4.709 | 0.498(0.265~0.935) | 0.030 |
| 血糖监测能力(以不会且没有血糖监测工具为参照) | |||||
| 没有血糖监测工具但知道监测方法 | -0.425 | 0.561 | 0.573 | 0.654(0.218~1.964) | 0.449 |
| 有血糖监测工具,但不会用 | -0.110 | 0.528 | 0.043 | 0.896(0.318~2.523) | 0.835 |
| 有血糖监测工具,偶尔监测 | -0.900 | 0.400 | 5.056 | 0.406(0.185~0.891) | 0.025 |
| 熟练掌握并定期监测血糖 | -0.891 | 0.441 | 4.081 | 0.410(0.173~0.974) | 0.043 |
| 动态血糖监测 | 0.774 | 0.907 | 0.728 | 2.169(0.366~12.841) | 0.393 |
| 控烟情况(以较差为参照) | |||||
| 中等 | 1.383 | 0.821 | 2.837 | 3.989(0.798~19.95) | 0.092 |
| 良好 | -0.698 | 0.308 | 5.146 | 0.498(0.272~0.909) | 0.023 |
| 遵医嘱用药情况(以较差为参照) | |||||
| 中等 | -0.571 | 0.350 | 2.664 | 0.565(0.284~1.122) | 0.103 |
| 良好 | 0.760 | 0.689 | 1.214 | 2.138(0.553~8.256) | 0.270 |
Table 3 Multivariate Logistic regression analysis of influencing factors for the occurrence of IAH in T2DM patients
| 自变量 | b | SE | Wald χ2值 | OR值(95%CI) | P值 |
|---|---|---|---|---|---|
| 年龄(以<60岁为参照) | |||||
| 60~65岁 | -0.494 | 0.358 | 1.908 | 0.610(0.303~1.230) | 0.167 |
| 66~70岁 | -0.526 | 0.351 | 2.253 | 0.591(0.297~1.175) | 0.133 |
| >70岁 | -0.162 | 0.351 | 0.214 | 0.850(0.428~1.690) | 0.644 |
| T2DM病程(以≤5年为参照) | |||||
| 6~10年 | -0.474 | 0.308 | 2.371 | 0.622(0.340~1.138) | 0.124 |
| 11~19年 | -1.140 | 0.379 | 9.040 | 0.320(0.152~0.672) | 0.003 |
| ≥20年 | -0.780 | 0.374 | 4.340 | 0.459(0.220~0.955) | 0.037 |
| T2DM家族史(以无为参照) | |||||
| 有 | -0.073 | 0.241 | 0.093 | 0.929(0.580~1.489) | 0.760 |
| T2DM并发症(以无为参照) | |||||
| 未检测,不清楚 | 0.772 | 0.294 | 6.880 | 2.164(1.215~3.852) | 0.009 |
| 有 | 0.090 | 0.359 | 0.063 | 1.094(0.542~2.211) | 0.802 |
| 口服降糖药(以否为参照) | |||||
| 是 | -2.961 | 0.850 | 12.147 | 0.052(0.010~0.274) | <0.001 |
| 使用胰岛素(以否为参照) | |||||
| 是 | -1.612 | 0.711 | 5.146 | 0.199(0.050~0.803) | 0.023 |
| 未使用降糖药(以否为参照) | |||||
| 是 | -3.544 | 1.091 | 10.556 | 0.029(0.003~0.245) | 0.001 |
| 多病共存(以否为参照) | |||||
| 是 | -0.489 | 0.289 | 2.858 | 0.613(0.348~1.081) | 0.091 |
| HbA1c达标(以否为参照) | |||||
| 是 | 0.499 | 0.238 | 4.395 | 1.648(1.033~2.628) | 0.036 |
| 低血糖诊断标准认知情况(以不了解为参照) | |||||
| 听说过但不确定 | 0.080 | 0.297 | 0.072 | 1.083(0.606~1.936) | 0.788 |
| 了解 | -0.697 | 0.321 | 4.709 | 0.498(0.265~0.935) | 0.030 |
| 血糖监测能力(以不会且没有血糖监测工具为参照) | |||||
| 没有血糖监测工具但知道监测方法 | -0.425 | 0.561 | 0.573 | 0.654(0.218~1.964) | 0.449 |
| 有血糖监测工具,但不会用 | -0.110 | 0.528 | 0.043 | 0.896(0.318~2.523) | 0.835 |
| 有血糖监测工具,偶尔监测 | -0.900 | 0.400 | 5.056 | 0.406(0.185~0.891) | 0.025 |
| 熟练掌握并定期监测血糖 | -0.891 | 0.441 | 4.081 | 0.410(0.173~0.974) | 0.043 |
| 动态血糖监测 | 0.774 | 0.907 | 0.728 | 2.169(0.366~12.841) | 0.393 |
| 控烟情况(以较差为参照) | |||||
| 中等 | 1.383 | 0.821 | 2.837 | 3.989(0.798~19.95) | 0.092 |
| 良好 | -0.698 | 0.308 | 5.146 | 0.498(0.272~0.909) | 0.023 |
| 遵医嘱用药情况(以较差为参照) | |||||
| 中等 | -0.571 | 0.350 | 2.664 | 0.565(0.284~1.122) | 0.103 |
| 良好 | 0.760 | 0.689 | 1.214 | 2.138(0.553~8.256) | 0.270 |
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