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Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Jun 9, 2023
Date Accepted: May 13, 2024

The final, peer-reviewed published version of this preprint can be found here:

The Dual Task Ball Balancing Test and Its Association With Cognitive Function: Algorithm Development and Validation

Greene B, Tobyne S, Jannati A, McManus K, Gomes Osman J, Banks R, Kher R, Showalter J, Bates D, Pascual-Leone A

The Dual Task Ball Balancing Test and Its Association With Cognitive Function: Algorithm Development and Validation

J Med Internet Res 2024;26:e49794

DOI: 10.2196/49794

PMID: 39158963

PMCID: 11369523

The dual task ball balancing test and its association with cognitive function: Pilot Study

  • Barry Greene; 
  • Sean Tobyne; 
  • Ali Jannati; 
  • Killian McManus; 
  • Joyce Gomes Osman; 
  • Russell Banks; 
  • Ranjit Kher; 
  • John Showalter; 
  • David Bates; 
  • Alvaro Pascual-Leone

ABSTRACT

Background:

Dual task paradigms are thought to offer a quantitative means to assess cognitive reserve and the brain’s capacity to allocate resources in the face of competing cognitive demands. The most common dual task paradigms examine the interplay between gait/balance control and cognitive function. However, gait and balance tasks can be physically challenging for older adults and may pose a risk of falls.

Objective:

We introduce a novel, digital dual-task assessment that combines a motor-control task (the ‘ball balancing’ test), which challenges an individual to maintain a virtual ball within a designated zone, with a concurrent cognitive task (the backwards digit span task; BDST).

Methods:

Task was administered on a touchscreen tablet, performance was measured using the inertial sensors embedded in the tablet, conducted under both single- and dual-task conditions. The clinical utility of the task was evaluated on a sample of 375 older adult participants (210 female, aged 73.0±6.5 yrs).

Results:

All older adults, including those with mild cognitive impairment (MCI) and Alzheimer’s Disease Related Dementia (ADRD), and those with poor balance and gait problems due to diabetes, osteoarthritis, peripheral neuropathy and other causes, were able to complete the task comfortably and safely while seated. As expected, task performance significantly decreased under dual task conditions compared to single task conditions. We show that performance was significantly associated with cognitive impairment; significant differences were found between healthy participants, those with MCI and those with ADRD. Task results were significantly associated with functional impairment, independent of diagnosis, degree of cognitive impairment (as indicated by the MMSE score), and age. Finally, we found that cognitive status could be classified with >70% accuracy using a range of classifier models trained on three different cognitive function outcomes variables (consensus clinical judgment, RAVLT and MMSE).

Conclusions:

Results suggest the dual task ball balancing test could have utility as a digital cognitive assessment of cognitive reserve. The portability, simplicity and intuitiveness of the task suggests it may be suitable for unsupervised home assessment of cognitive function. Clinical Trial: ClinicalTrials.gov: NCT04733989


 Citation

Please cite as:

Greene B, Tobyne S, Jannati A, McManus K, Gomes Osman J, Banks R, Kher R, Showalter J, Bates D, Pascual-Leone A

The Dual Task Ball Balancing Test and Its Association With Cognitive Function: Algorithm Development and Validation

J Med Internet Res 2024;26:e49794

DOI: 10.2196/49794

PMID: 39158963

PMCID: 11369523

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