Associations between continuous glucose monitoring (CGM) metrics and psycholinguistic measures: a correlational study

Francesco Marchini,Andrea Caputo,Alessio Convertino,Chiara Giuliani, Olimpia Bitterman,Dario Pitocco, Riccardo Fornengo, Elisabetta Lovati, Elisa Forte,Laura Sciacca,Angela Napoli

Acta Diabetologica(2024)

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摘要
Recently, the relationship between diabetes and mental health has been widely studied. With the advent of continuous glucose monitoring (CGM), some researchers have been interested in exploring the association between glucose-related metrics and psychological aspects. These studies have primarily relied on self-report questionnaires which present some limitations. Therefore, the present multicenter study aims at testing potential associations between CGM metrics and affective processes derived from narratives about using a CGM sensor. An exploratory correlational design was used. Fifty-eight adults with type 1 diabetes using CGM were enrolled and invited to complete an online survey, where they replied to an open-ended question regarding their personal experience with the CGM sensor. Texts derived from the answers were analyzed through Linguistic Inquiry and Word Count, a widely used text analysis tool that can automatically identify and quantify linguistic patterns related to various psychological dimensions. Psycholinguistic measures were correlated with CGM metrics. Higher levels of sadness/depression correlated with lower
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关键词
Diabetes,CGM,Mood,Emotions,Depression,Psychological
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