The use of the time-to-event index (Tevent) to compare the negative impact of COVID-19 on public health among continents/regions in 2020 and 2021: An observational study

被引:1
|
作者
Chuang, Hua-Ying [1 ,2 ]
Wu, Hing-Man [3 ]
Chien, Tsair-Wei [4 ]
Chou, Willy [3 ,5 ]
Chen, Szu-Hau [6 ,7 ]
机构
[1] Chung Hwa Univ Med Technol, Dept Nursing, Tainan, Taiwan
[2] Chi Mei Med Ctr, Dept Internal Med, Tainan, Taiwan
[3] Chi Mei Med Ctr, Dept Phys Med & Rehabil, Tainan, Taiwan
[4] Chi Mei Med Ctr, Dept Med Res, Tainan, Taiwan
[5] Chung San Med Univ Hosp, Dept Phys Med & Rehabil, Taichung, Taiwan
[6] Chi Mei Med Ctr, Dept Family Med, Tainan, Taiwan
[7] Chi Mei Med Ctr, Dept Family Med, 901 Chung Hwa Rd, Tainan 710, Taiwan
关键词
choropleth map; COVID-19; forest plot; log-rank test; survival analysis; time-to-event index; H-INDEX;
D O I
10.1097/MD.0000000000030249
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background:During the COVID-19 pandemic, how to measure the negative impact caused by COVID-19 on public health (ImpactCOV) is an important issue. However, few studies have applied the bibliometric index, taking both infected days (quantity) and impact (damage) into account for evaluating ImpactCOV thus far. This study aims to verify the proposed the time-to-event index (Tevent) that is viable and applicable in comparison with 11 other indicators, apply the Tevent to compare the ImpactCOVs among groups in continents/countries in 2020 and 2021, and develop an online algorithm to compute the Tevent-index and draw the survival analysis. Methods:We downloaded COVID-19 outbreak data of daily confirmed cases (DCCs) for all countries/regions. The Tevent-index was computed for each country and region. The impactCOVs among continents/countries were compared using the Tevemt indices for groups in 2020 and 2021. Three visualizations (i.e., choropleth maps, forest plot, and time-to-event, a.k.a. survival analysis) were performed. Online algorithms of Tevent as a composite score to denote the ImpactCOV and comparisons of Tevents for groups on Google Maps were programmed. Results:We observed that the top 3 countries affected by COVID-19 in 2020 and 2021 were (India, Brazil, Russia) and (Brazil, India, and the UK), respectively; statistically significant differences in ImpactCOV were found among continents; and an online time-event analysis showed Hubei Province (China) with a Tevent of 100.88 and 6.93, respectively, in 2020 and 2021. Conclusion:The Tevent-index is viable and applicable to evaluate ImpactCOV. The time-to-event analysis as a branch of statistics for analyzing the expected duration of time until 1 event occurs is recommended to compare the difference in Tevent between groups in future research, not merely limited to ImpactCOV.
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页数:9
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