腦卒中病人構(gòu)音障礙的風(fēng)險(xiǎn)預(yù)測(cè)模型構(gòu)建與驗(yàn)證

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作者簡(jiǎn)介 康穎，護(hù)師，碩士研究生在讀

通訊作者 成杰，E?mail：chengjie9655@126.com

引用信息 康穎，梁雁超，劉玉敬，等.腦卒中病人構(gòu)音障礙的風(fēng)險(xiǎn)預(yù)測(cè)模型構(gòu)建與驗(yàn)證[J].護(hù)理研究，2024，38（14）：2508?2513.

Construction and validation of risk prediction model of dysarthria in patients with stroke

KANG Ying， LIANG Yanchao， LIU Yujing， CHENG Jie， YU Ying， HOU Fang， LIANG Yajing， KANG Xinli

North China University of Science and Technology， Hebei 063000 China

Corresponding Author  CHENG Jie， E?mail： chengjie9655@126.com

Abstract  Objective：To explore the risk prediction model of dysarthria in patients with stroke，construct risk prediction model and validate their effectiveness.Methods：Convenience sampling was used to select stroke patients from 4 tertiary hospitals in Hebei province from July to November 2022.Patients in case group were 173 cases and control group were 316 cases.A general information questionnaire，oral feature questionnaire，Chinese version of Brief Oral Health Status Examination，National Institutes of Health Stroke Scale，and the Chinese version of Montreal Cognitive Assessment Scale were used to survey patients，and Lovett muscle strength grading and water swallow test were used to evaluate patients.Results：Age≥60 years old，brainstem stroke，history of stroke，poor tongue and body movement，moderate and severe neurological dysfunction，poor oral health，cognitive and swallowing dysfunction were risk factors of dysarthria in patients with stroke（P<0.05）. The area under the curve of receiver operator characteristic of predictive model based on risk factors was 0.837［95%CI（0.798，0.876）］，the sensitivity was 0.905，the specificity was 0.642，Brier score calculated by Bootstrap internal validation was 0.148，H?L test showed P=0.177，the decision curve showed high risk probability ranged from 0.08 to 0.10，and the C?index of the Nomogram was 0.837，P=0.743.Conclusions：Medical staff should focus on the age，stroke history，stroke location，degree of neurological dysfunction，tongue and oral health，cognitive and swallowing functions of stroke patients.The predictive model constructed in this study can be used to evaluate patients and develop targeted measures early.

Keywords    stroke； dysarthria； influencing factors； Nomogram； nursing

摘要  目的：探究腦卒中病人構(gòu)音障礙的危險(xiǎn)因素，構(gòu)建風(fēng)險(xiǎn)預(yù)測(cè)模型并驗(yàn)證其效能。（剩余10320字）