Automated coding and selection of causes of death in Peru: a descriptive study, 2016-2019.

IF 2.5 Q1 Multidisciplinary Epidemiologia e Servicos de Saude Pub Date : 2023-09-18 eCollection Date: 2023-01-01 DOI:10.1590/S2237-96222023000300005.EN
Javier Vargas-Herrera, Janet Miki, Liliana López Wong, Jorge Miranda Monzón, Rodolfo Villanueva
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Abstract

Main results: It could be seen good performance of the software for the automatic selection of the underlying cause of death, increasing from 69.6% in 2016 to 78.8% in 2019. There was a correlation between this result and the use of online death certificates by physicians.

Implications for services: Automatic coding and selection of causes of death improve productivity and timeliness of information, contributing to the quality of the country's information system.

Perspectives: It is necessary to analyze the agreement between the medical terms in the software dictionaries used in South American countries in order to improve standardization and comparability of information on causes of death.

Objective: to describe software performance in the automatic selection of the underlying cause of death in Peru, between 2016 and 2019.

Methods: this was a descriptive study on the software performance in the automated selection of the underlying cause of death over the years (chi-square test for trend) and the correlation between the type of death certificate and software performance (correlation coefficient and coefficient of determination).

Results: a total of 446,217 death certificates were analyzed; the proportion of death certificates with the underlying cause of death increased from 69.6% in 2016 to 78.8% in 2019 (p-value < 0.001); it could be seen a direct linear correlation between electronic death certificates and software performance (correlation coefficient = 0.95; R2 = 0.89).

Conclusion: the software showed good performance in the automatic selection of the underlying cause of death, with a significant increase between 2016 and 2019.

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秘鲁死因的自动编码和选择:一项描述性研究,2016-2019。
主要结果:可以看出,该软件在自动选择潜在死因方面表现良好,从2016年的69.6%增加到2019年的78.8%。这一结果与医生使用在线死亡证明之间存在相关性。对服务的影响:死因的自动编码和选择提高了生产力和信息的及时性,有助于提高国家信息系统的质量。观点:有必要分析南美国家使用的软件词典中医学术语之间的一致性,以提高死因信息的标准化和可比性。目的:描述秘鲁自动选择潜在死因的软件性能,方法:对多年来自动选择潜在死亡原因的软件性能(趋势卡方检验)以及死亡证明类型与软件性能之间的相关性(相关系数和决定系数)进行描述性研究。结果:共分析446217份死亡证明;有潜在死因的死亡证明比例从2016年的69.6%增加到2019年的78.8%(p值<0.001);可以看出,电子死亡证明与软件性能之间存在直接的线性相关性(相关系数=0.95;R2=0.89)。结论:该软件在自动选择潜在死亡原因方面表现出良好的性能,2016年至2019年间显著增加。
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来源期刊
Epidemiologia e Servicos de Saude
Epidemiologia e Servicos de Saude PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
4.90
自引率
0.00%
发文量
88
审稿时长
21 weeks
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