Telephone follow-up based on artificial intelligence technology among hypertension patients: Reliability study

被引:1
作者
Wang, Siyuan [1 ]
Shi, Yan [1 ]
Sui, Mengyun [1 ]
Shen, Jing [2 ]
Chen, Chen [3 ]
Zhang, Lin [3 ]
Zhang, Xin [4 ]
Ren, Dongsheng [4 ]
Wang, Yuheng [1 ]
Yang, Qinping [1 ]
Gao, Junling [5 ]
Cheng, Minna [1 ]
机构
[1] Shanghai Municipal Ctr Dis Control & Prevent, Div Chron Noncommunicable Dis & Injury, Shanghai, Peoples R China
[2] Yicheng Informat Technol Ltd Corp, Prod Dept, Shanghai, Peoples R China
[3] Pengpu Community Hlth Serv Ctr, Hlth Management Dept, Shanghai, Peoples R China
[4] Jingan Dist Ctr Dis Control & Prevent, Dept Chron Noncommunicable Dis Surveillance & Mana, Shanghai, Peoples R China
[5] Fudan Univ, Sch Publ Hlth, Dept Prevent Med & Hlth Educ, Shanghai, Peoples R China
关键词
artificial Intelligence; hypertension; reliability; speech recognition; telephone follow-up; PRIMARY-HEALTH-CARE; SUPPORT CALLS; ENGAGEMENT;
D O I
10.1111/jch.14823
中图分类号
R6 [外科学];
学科分类号
1002 ; 100210 ;
摘要
Artificial intelligence (AI) telephone is reliable for the follow-up and management of hypertensives. It takes less time and is equivalent to manual follow-up to a high degree. We conducted a reliability study to evaluate the efficiency of AI telephone follow-up in the management of hypertension. During May 18 and June 30, 2020, 350 hypertensives managed by the Pengpu Community Health Service Center in Shanghai were recruited for follow-up, once by AI and once by a human. The second follow-up was conducted within 3-7 days (mean 5.5 days). The mean length time of two calls were compared by paired t-test, and Cohen's Kappa coefficient was used to evaluate the reliability of the results between the two follow-up visits. The mean length time of AI calls was shorter (4.15 min) than that of manual calls (5.24 min, P < .001). The answers related to the symptoms showed moderate to substantial consistency (kappa:.465-.624, P < .001), and those related to the complications showed fair consistency (kappa:.349, P < .001). In terms of lifestyle, the answer related to smoking showed a very high consistency (kappa:.915, P < .001), while those addressing salt consumption, alcohol consumption, and exercise showed moderate to substantial consistency (kappa:.402-.645, P < .001). There was moderate consistency in regular usage of medication (kappa:.484, P < .001).
引用
收藏
页码:656 / 664
页数:9
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