Submitted:
20 March 2024
Posted:
21 March 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Data Extraction
2.2. Study Design

2.3. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
References
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| Ectopic pregnancy | Total | With | Without | P | |||
|---|---|---|---|---|---|---|---|
| Variables | n | % | n | % | n | % | |
| Total | 20,112 | 5,028 | 25.00 | 15,084 | 75.00 | ||
| Pregancy | <0.001 | ||||||
| Without | 12,421 | 61.76 | 2,939 | 58.45 | 9,482 | 62.86 | |
| With | 7,691 | 38.24 | 2,089 | 41.55 | 5,602 | 37.14 | |
| Age (years) | 33.73±8.12 | 33.17±7.09 | 33.91±8.43 | <0.001 | |||
| Age group (years) | <0.001 | ||||||
| 12-19 | 434 | 2.16 | 95 | 1.89 | 339 | 2.25 | |
| 20-29 | 6,647 | 33.05 | 1,639 | 32.60 | 5,008 | 33.20 | |
| 30-39 | 9,021 | 44.85 | 2,494 | 49.60 | 6,527 | 43.27 | |
| ≧40 | 4,010 | 19.94 | 800 | 15.91 | 3,210 | 21.28 | |
| Insured premium (NT$) | 0.828 | ||||||
| <18,000 | 18,000 | 89.50 | 4,498 | 89.46 | 13,502 | 89.51 | |
| 18,000-34,999 | 1,569 | 7.80 | 399 | 7.94 | 1,170 | 7.76 | |
| ≧35,000 | 543 | 2.70 | 131 | 2.61 | 412 | 2.73 | |
| Anemia | <0.001 | ||||||
| Without | 20,001 | 99.45 | 4,982 | 99.09 | 15,019 | 99.57 | |
| With | 111 | 0.55 | 46 | 0.91 | 65 | 0.43 | |
| Shock | 0.407 | ||||||
| Without | 20,016 | 99.52 | 5,008 | 99.60 | 15,008 | 99.50 | |
| With | 96 | 0.48 | 20 | 0.40 | 76 | 0.50 | |
| Season | 0.306 | ||||||
| Spring | 4,816 | 23.95 | 1,207 | 24.01 | 3,609 | 23.93 | |
| Summer | 5,169 | 25.70 | 1,246 | 24.78 | 3,923 | 26.01 | |
| Autumn | 5,227 | 25.99 | 1,315 | 26.15 | 3,912 | 25.93 | |
| Winter | 4,900 | 24.36 | 1,260 | 25.06 | 3,640 | 24.13 | |
| Location | 0.019 | ||||||
| Northern Taiwan | 8,715 | 43.33 | 2,252 | 44.79 | 6,463 | 42.85 | |
| Middle Taiwan | 5,352 | 26.61 | 1,297 | 25.80 | 4,055 | 26.88 | |
| Southern Taiwan | 4,945 | 24.59 | 1,194 | 23.75 | 3,751 | 24.87 | |
| Eastern Taiwan | 1,029 | 5.12 | 274 | 5.45 | 755 | 5.01 | |
| Outlets islands | 71 | 0.35 | 11 | 0.22 | 60 | 0.40 | |
| Urbanization level | <0.001 | ||||||
| 1 (The highest) | 7,614 | 37.86 | 1,970 | 39.18 | 5,644 | 37.42 | |
| 2 | 8,558 | 42.55 | 2,180 | 43.36 | 6,378 | 42.28 | |
| 3 | 1,568 | 7.80 | 371 | 7.38 | 1,197 | 7.94 | |
| 4 (The lowest) | 2,372 | 11.79 | 507 | 10.08 | 1,865 | 12.36 | |
| Level of care | <0.001 | ||||||
| Hospital center | 6,219 | 30.92 | 1,468 | 29.20 | 4,751 | 31.50 | |
| Regional hospital | 6,319 | 31.42 | 1,535 | 30.53 | 4,784 | 31.72 | |
| Local hospital | 7,574 | 37.66 | 2,025 | 40.27 | 5,549 | 36.79 | |
| P: Chi-square/Fisher exact test on category variables and t-test on continue variables | |||||||
| Variables | Crude HR | 95% CI | 95% CI | P | Adjusted HR | 95% CI | 95% CI | P |
|---|---|---|---|---|---|---|---|---|
| Ectopic pregnancy | ||||||||
| Without | Reference | Reference | ||||||
| With | 1.265 | 1.203 | 1.331 | <0.001 | 1.160 | 1.103 | 1.220 | <0.001 |
| Age group (years) | ||||||||
| 12-19 | Reference | Reference | ||||||
| 20-29 | 1.662 | 1.359 | 2.033 | <0.001 | 1.589 | 1.299 | 1.945 | <0.001 |
| 30-39 | 0.597 | 0.569 | 0.853 | <0.001 | 0.689 | 0.563 | 0.844 | <0.001 |
| ≧40 | 0.017 | 0.013 | 0.023 | <0.001 | 0.018 | 0.014 | 0.024 | <0.001 |
| Insured premium (NT$) | ||||||||
| <18,000 | Reference | Reference | ||||||
| 18,000-34,999 | 0.828 | 0.650 | 1.055 | 0.127 | 0.961 | 0.820 | 1.126 | 0.622 |
| ≧35,000 | 0.818 | 0.609 | 1.083 | 0.157 | 1.621 | 1.272 | 2.067 | <0.001 |
| Anemia | ||||||||
| Without | Reference | Reference | ||||||
| With | 0.982 | 0.714 | 1.351 | 0.912 | 0.973 | 0.707 | 1.339 | 0.866 |
| Shock | ||||||||
| Without | Reference | Reference | ||||||
| With | 0.000 | - | - | 0.774 | 0.000 | - | - | 0.691 |
| Season | ||||||||
| Spring | Reference | Reference | ||||||
| Summer | 0.966 | 0.906 | 1.031 | 0.301 | 0.974 | 0.912 | 1.039 | 0.418 |
| Autumn | 0.977 | 0.917 | 1.041 | 0.471 | 1.003 | 0.942 | 1.069 | 0.917 |
| Winter | 1.044 | 0.978 | 1.114 | 0.189 | 0.981 | 0.920 | 1.047 | 0.565 |
| Location | ||||||||
| Northern Taiwan | Reference | Multicollinearity with urbanization level | ||||||
| Middle Taiwan | 0.981 | 0.929 | 1.036 | 0.490 | Multicollinearity with urbanization level | |||
| Southern Taiwan | 0.941 | 0.889 | 0.996 | 0.035 | Multicollinearity with urbanization level | |||
| Eastern Taiwan | 0.905 | 0.815 | 1.004 | 0.059 | Multicollinearity with urbanization level | |||
| Outlets islands | 1.328 | 0.937 | 1.880 | 0.111 | Multicollinearity with urbanization level | |||
| Urbanization level | ||||||||
| 1 (The highest) | 1.044 | 0.969 | 1.125 | 0.255 | 1.136 | 1.050 | 1.228 | 0.001 |
| 2 | 1.077 | 1.001 | 1.158 | 0.046 | 1.031 | 0.958 | 1.110 | 0.413 |
| 3 | 0.991 | 0.896 | 1.096 | 0.857 | 0.852 | 0.770 | 0.943 | 0.002 |
| 4 (The lowest) | Reference | Reference | ||||||
| Level of care | ||||||||
| Hospital center | 0.469 | 0.443 | 0.497 | <0.001 | 0.715 | 0.673 | 0.760 | <0.001 |
| Regional hospital | 0.513 | 0.487 | 0.541 | <0.001 | 0.749 | 0.710 | 0.790 | <0.001 |
| Local hospital | Reference | Reference | ||||||
| HR= hazard ratio, CI = confidence interval, Adjusted HR: Adjusted variables listed in the table | ||||||||
| Ectopic pregnancy | With | Without | With vs. Without | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Strarified | Event | PYs | Rate (per 105 PYs) | Event | PYs | Rate (per 105 PYs) | Ratio | Adjusted HR | 95% CI | 95% CI | P |
| Total | 2,089 | 49,353.69 | 4,232.71 | 5,602 | 178,041.29 | 3,146.46 | 1.345 | 1.160 | 1.103 | 1.220 | <0.001 |
| Age group (years) | |||||||||||
| 12-19 | 41 | 422.70 | 9,699.49 | 56 | 1,149.21 | 4,872.93 | 1.990 | 1.798 | 1.176 | 2.750 | 0.007 |
| 20-29 | 1,033 | 9,903.66 | 10,430.48 | 3,155 | 32,214.43 | 9,793.75 | 1.065 | 1.028 | 0.957 | 1.103 | 0.450 |
| 30-39 | 982 | 19,797.57 | 4,960.21 | 2,322 | 62,651.24 | 3,706.23 | 1.338 | 1.303 | 1.209 | 1.405 | <0.001 |
| ≧40 | 33 | 19,229.76 | 171.61 | 69 | 82,026.41 | 84.12 | 2.040 | 1.986 | 1.308 | 3.016 | 0.001 |
| Insured premium (NT$) | |||||||||||
| <18,000 | 2,019 | 47,750.86 | 4,228.20 | 5,450 | 173,269.24 | 3,145.39 | 1.344 | 1.153 | 1.095 | 1.214 | <0.001 |
| 18,000-34,999 | 49 | 1,206.55 | 4,061.15 | 107 | 3,585.47 | 2,984.26 | 1.361 | 1.574 | 1.099 | 2.254 | 0.013 |
| ≧35,000 | 21 | 396.28 | 5,299.29 | 45 | 1,186.58 | 3,792.43 | 1.397 | 0.937 | 0.525 | 1.673 | 0.826 |
| Anemia | |||||||||||
| Without | 2,074 | 49,028.66 | 4,230.18 | 5,570 | 177,213.40 | 3,143.10 | 1.346 | 1.157 | 1.100 | 1.218 | <0.001 |
| With | 15 | 325.03 | 4,615.02 | 32 | 827.89 | 3,865.24 | 1.194 | 1.539 | 0.703 | 3.369 | 0.281 |
| Shock | |||||||||||
| Without | 2,089 | 49,151.33 | 4,250.14 | 5,602 | 177,050.14 | 3,164.08 | 1.343 | 1.160 | 1.103 | 1.220 | <0.001 |
| With | 0 | 202.36 | 0.00 | 0 | 991.15 | 0.00 | - | - | - | - | - |
| Season | |||||||||||
| Spring | 463 | 11,424.42 | 4,052.72 | 1,301 | 40,184.78 | 3,237.54 | 1.252 | 1.117 | 1.004 | 1.243 | 0.043 |
| Summer | 498 | 11,961.81 | 4,163.25 | 1,405 | 46,093.50 | 3,048.15 | 1.366 | 1.086 | 0.980 | 1.204 | 0.117 |
| Autumn | 595 | 13,710.05 | 4,339.88 | 1,517 | 50,167.17 | 3,023.89 | 1.435 | 1.241 | 1.128 | 1.366 | <0.001 |
| Winter | 533 | 12,257.42 | 4,348.39 | 1,379 | 41,595.84 | 3,315.24 | 1.312 | 1.187 | 1.073 | 1.314 | 0.001 |
| Urbanization level | |||||||||||
| 1 (The highest) | 725 | 18,016.60 | 4,024.07 | 1,957 | 61,005.16 | 3,207.93 | 1.254 | 1.096 | 1.008 | 1.195 | 0.035 |
| 2 | 950 | 21,881.68 | 4,341.53 | 2,492 | 77,532.01 | 3,214.16 | 1.351 | 1.181 | 1.095 | 1.273 | <0.001 |
| 3 | 173 | 4,374.48 | 3,954.76 | 469 | 15,865.11 | 2,956.17 | 1.338 | 1.232 | 1.033 | 1.470 | 0.020 |
| 4 (The lowest) | 241 | 5,080.93 | 4,743.23 | 684 | 23,639.00 | 2,893.52 | 1.639 | 1.196 | 1.031 | 1.388 | 0.019 |
| Level of care | |||||||||||
| Hospital center | 428 | 15,301.51 | 2,797.11 | 1,277 | 57,203.35 | 2,232.39 | 1.253 | 1.106 | 0.991 | 1.235 | 0.072 |
| Regional hospital | 568 | 17,620.83 | 3,223.46 | 1,555 | 65,240.51 | 2,383.49 | 1.352 | 1.172 | 1.064 | 1.291 | 0.001 |
| Local hospital | 1,093 | 16,431.35 | 6,651.92 | 2,770 | 55,597.43 | 4,982.24 | 1.335 | 1.192 | 1.111 | 1.280 | <0.001 |
| PYs = Person-years; Adjusted HR = Adjusted Hazard ratio: Adjusted for the variables listed in Table 3.; CI = confidence interval | |||||||||||
| Ectopic pregnancy (With vs. Without) | Adjusted HR | 95% CI | 95% CI | P |
|---|---|---|---|---|
| In the tracking of X year(s) | ||||
| 1 | 0.360 | 0.317 | 0.409 | <0.001 |
| 2 | 0.674 | 0.627 | 0.724 | <0.001 |
| 3 | 0.789 | 0.741 | 0.840 | <0.001 |
| 4 | 0.886 | 0.816 | 0.918 | <0.001 |
| 5 | 0.921 | 0.871 | 0.975 | 0.004 |
| 6 | 0.975 | 0.923 | 1.031 | 0.376 |
| 7 | 0.983 | 0.932 | 1.037 | 0.531 |
| 8 | 1.020 | 0.967 | 1.076 | 0.463 |
| 9 | 1.042 | 0.989 | 1.099 | 0.124 |
| 10 | 1.075 | 1.021 | 1.132 | 0.006 |
| 11 | 1.113 | 1.057 | 1.172 | <0.001 |
| 12 | 1.129 | 1.072 | 1.198 | <0.001 |
| 13 | 1.148 | 1.091 | 1.208 | <0.001 |
| 14 (Total) | 1.160 | 1.103 | 1.220 | <0.001 |
| HR= hazard ratio, CI = confidence interval, Adjusted HR: Adjusted variables listed in Table 2. | ||||
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