A latent variable approach to multifactorial associations with sleep problems in individuals with mild cognitive impairment

BACKGROUND: This study examines key associations of psychological symptoms, cognitive functioning, and age of onset with sleep problems, especially insomnia, in individuals with mild cognitive impairment (MCI), using a latent-variable approach. METHODS: A total of 127 Greek individuals with MCI, consecutive visitors of an Alzheimer's day clinic, underwent comprehensive assessments of cognitive functioning, psychological symptoms, and sleep disturbances. The model was examined using a Partial Least Squares approach to structural equation modeling, incorporating three latent constructs: 'psychological burden' (depressive symptoms, anxiety, and stress), 'cognitive status' (general cognition, phonemic and semantic fluency, executive functioning/mental flexibility, and episodic memory), and 'sleep problems' (nocturnal awakenings, early awakenings, insufficient duration, impaired daytime functioning, and reduced well-being). RESULTS: The model demonstrated acceptable fit, predictive relevance, and superior predictive performance compared to linear regression. 'Psychological burden' was the strongest predictor of sleep problems, whereas 'cognitive status' showed a significant negative association, with lower cognitive abilities linked to greater sleep disturbances. Earlier MCI onset was also associated with more severe sleep problems. CONCLUSION: The latent-variable approach revealed the multidimensional complexity of sleep problems in MCI, highlighting the need for integrative evaluations and interventions that target cognitive status and psychological well-being as clinically relevant targets for assessment and management.

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Publication Details

Journal
Aging & Mental Health
Published
2026-06-09
DOI
https://doi.org/10.1080/13607863.2026.2683909
Primary Topic
Sleep and related disorders
Type
article
Field-Weighted Citation Impact
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article

A latent variable approach to multifactorial associations with sleep problems in individuals with mild cognitive impairment

Ion Beratis, Chrysanthi Nega, Kleio Moustaka, Panagiotis Kourtesis
Aging & Mental Health
Sleep and related disorders
article

A latent variable approach to multifactorial associations with sleep problems in individuals with mild cognitive impairment

Ion Beratis, Chrysanthi Nega, Kleio Moustaka, Panagiotis Kourtesis
article en

Abstract

BACKGROUND: This study examines key associations of psychological symptoms, cognitive functioning, and age of onset with sleep problems, especially insomnia, in individuals with mild cognitive impairment (MCI), using a latent-variable approach. METHODS: A total of 127 Greek individuals with MCI, consecutive visitors of an Alzheimer's day clinic, underwent comprehensive assessments of cognitive functioning, psychological symptoms, and sleep disturbances. The model was examined using a Partial Least Squares approach to structural equation modeling, incorporating three latent constructs: 'psychological burden' (depressive symptoms, anxiety, and stress), 'cognitive status' (general cognition, phonemic and semantic fluency, executive functioning/mental flexibility, and episodic memory), and 'sleep problems' (nocturnal awakenings, early awakenings, insufficient duration, impaired daytime functioning, and reduced well-being). RESULTS: The model demonstrated acceptable fit, predictive relevance, and superior predictive performance compared to linear regression. 'Psychological burden' was the strongest predictor of sleep problems, whereas 'cognitive status' showed a significant negative association, with lower cognitive abilities linked to greater sleep disturbances. Earlier MCI onset was also associated with more severe sleep problems. CONCLUSION: The latent-variable approach revealed the multidimensional complexity of sleep problems in MCI, highlighting the need for integrative evaluations and interventions that target cognitive status and psychological well-being as clinically relevant targets for assessment and management.

Aging & Mental Health
Alzheimer's Association (US), National and Kapodistrian University of Athens (GR), The American College of Greece (GR), Eginition Hospital (GR), Greek Association of Alzheimer's Disease and Related Disorders (GR), Vrije Universiteit Amsterdam (NL), University of Edinburgh (GB)
Openalex Percentile: Top 5%
Sleep and related disorders
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