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Updated: Mar 27, 2026
Digital Handwriting Analysis of Characters in Chinese Patients with Mild Cognitive Impairment
Published on: March 11, 2021
Associations between Handwriting Decline and Cognitive-Motor Impairment in Dementia
1IHS Institute for Handwriting Sciences, Holderbachweg 22, 8046, Zurich, Switzerland.
Introduction:
Handwriting reflects the integration of cognitive and motor functions, making it a potential indicator of neurodegenerative changes. Handwriting deterioration often mirrors cognitive and motor decline in dementia, particularly Alzheimer's disease (AD). However, objective assessment methods remain limited. This study is based on the AD-HS instrument, which includes 42 handwriting features and three linguistic features. Their assessment is non-trivial. To ensure an objective and reliable evaluation, the features are given exact and unambiguous definitions. The formal, quantitative association of handwriting dimensions with cognitive and motor changes in dementia enriches previously published statistical results.
Materials And Methods:
Handwriting samples from 53 individuals with mild cognitive impairment (MCI) or Alzheimer's disease (AD) were analyzed against a reference group across six dimensions: spatial organization, letter formation, writing dynamics, stroke building, and overall appearance. Statistical analysis determined the significance of each dimension and its contribution to the overall AD-index (ADI).
Results:
The ADI effectively distinguished dementia samples from the reference group. The strongest diagnostic indicators were found in writing dynamics, followed by letter formation and spatial organization. The characteristics of early deterioration reflect cognitive impairment rather than purely motor impairment, which are less prevalent in the early stages.
Discussion:
Longitudinal data show that handwriting in early dementia deteriorates gradually, with diagnostic value arising from the combined presence of multiple affected features. The earliest changes appear in dynamic aspects, followed by spatial and organizational deficits, reflecting early cognitive disruption while motor programs remain largely intact. These findings support the validity of the AD-HS instrument for capturing handwriting changes associated with emerging dementia.
Conclusion:
The ADI offers a concise, quantitative measure of handwriting deterioration related to cognitive decline. Future research should focus on collecting longitudinal data and more strictly differentiating between age-related changes and cognitive decline.
