Development and Validation of Conversational Agent to Pregnancy Safe-education

被引:1
|
作者
Montenegro, Joao Luis Zeni [1 ]
da Costa, Cristiano Andre [1 ]
Righi, Rodrigo da Rosa [1 ]
Farias, Elson Romeu [2 ]
Matte, Lara Balen [1 ]
机构
[1] Univ Vale Rio Sinos Unisinos, Software Innovat Lab SOFTWARELAB, Programa Pos Graduacao Computacao Aplicada, Ave Unisinos 950, BR-93022000 Sao Leopoldo, Rio Grande do S, Brazil
[2] Univ Luterana Brasil Ulbra, Sch Publ Hlth State Hlth Secretariat RS, Canoas, Brazil
关键词
Patient facing systems; Conversational agent; Health literacy; Natural language processing; Machine learning; Information retrieval; HEALTH; WOMEN;
D O I
10.1007/s10916-022-01903-2
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Pregnant women constantly need some information to support nutritional decisions during pregnancy, and many do not receive such assistance at all. This study aims to present a conversational agent to provide reliable information to pregnant women, focusing on nutritional education and evaluating the perception of pregnant women and health professionals about the agent. As a scientific contribution, this article developed and implemented a conversational agent in a real environment capable of generating reliable responses on the basis of a set of health documents. We proposed an intervention study with 25 women and 10 healthcare providers through a survey to measure the perceptions of these groups towards conversational agents. The results show that the intended design could ensure positive support for pregnant women, clarify certain issues for the public, and remove some knowledge barriers. The results showed no significant difference between the groups (p-value = 0.713). Depending on the perception of the pregnant group, the conversational agent model can teach new knowledge during the prenatal period (Mean = 4.56). The model presented for health professionals could already be indicated as a support tool for pregnant women (Mean = 4.7).
引用
收藏
页数:11
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