The association between APA characteristics and gait speed differs depending on task demands, suggesting that cognitive-motor constraints may modify the role of anticipatory control in gait performance.
Key Findings
Results
Longer APA duration was associated with decreased gait speed under both single-task and dual-task conditions.
Thirty-one healthy young adults participated in the study.
Participants performed fast walking under both single-task and dual-task conditions.
APA parameters were assessed using inertial measurement units (IMUs).
Multiple regression analyses were conducted separately for each condition to examine associations between APA parameters and gait speed.
Results
Greater anteroposterior amplitude of APA was associated with increased gait speed only under the dual-task condition, not under the single-task condition.
This task-dependent association suggests that the role of APA amplitude in gait performance is modified when cognitive demands are imposed.
The dual-task condition involved an externally paced cognitive load.
No such association between anteroposterior APA amplitude and gait speed was observed under the single-task condition.
This finding indicates that cognitive-motor constraints may alter the functional role of anticipatory postural control.
Results
No significant association was observed between cognitive performance and gait speed under dual-task conditions.
The dual-task paradigm involved an externally paced cognitive load concurrent with fast walking.
Despite the cognitive constraint, cognitive performance metrics did not significantly predict gait speed.
This suggests that gait speed differences under dual-task conditions were more related to APA characteristics than to cognitive performance per se.
Results
APA characteristics and gait speed associations are task-dependent, differing between single-task and dual-task conditions.
Under single-task conditions, only APA duration was significantly associated with gait speed.
Under dual-task conditions, both APA duration and anteroposterior APA amplitude were significantly associated with gait speed.
These findings suggest that cognitive-motor constraints modify the role of anticipatory control in gait performance.
The study used IMUs to assess gait speed, APA parameters, and first-step range of motion.
Methods
First-step range of motion was assessed as an additional gait initiation parameter alongside APA characteristics.
First-step range of motion was measured using inertial measurement units.
This parameter was included in the assessment of gait initiation performance alongside APA amplitude and duration.
The study examined 31 healthy young adults performing fast walking tasks.
What This Means
This research suggests that the way our bodies prepare for walking — through automatic muscle activations called anticipatory postural adjustments (APAs) that occur just before a first step — is linked to walking speed, but the nature of that link changes depending on whether a person is also doing a mental task at the same time. In a study of 31 healthy young adults, researchers found that taking longer to prepare before stepping was associated with slower walking in both normal and cognitively demanding conditions. However, making larger forward-and-backward preparatory movements was only associated with faster walking when participants were simultaneously performing a cognitive task, not during normal walking alone.
This research suggests that when the brain is juggling both a mental task and the physical task of walking, the body may rely more heavily on the size of these preparatory movements to generate sufficient walking speed. In other words, the cognitive load appears to change how the brain coordinates preparation for walking, making certain aspects of that preparation more critical for performance than they would otherwise be. Notably, how well participants performed on the cognitive task itself was not related to their walking speed, indicating the relationship is specifically about the motor preparation strategy rather than overall cognitive ability.
These findings matter because many real-world situations — such as walking while talking or thinking — involve simultaneous cognitive and physical demands. Understanding how mental load affects walking preparation could have implications for studying fall risk, rehabilitation, and mobility in populations where dual-tasking is a daily challenge, such as older adults or people with neurological conditions. The use of wearable inertial measurement units (IMUs) to capture these measurements also highlights the potential for portable, real-world assessment of gait initiation strategies outside of laboratory settings.
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Sakaki Y, Akagi H, Kawata A, Sawamura D, Mani H, Hasegawa N. (2026). IMU-Based Analysis of Task-Dependent Associations Between Anticipatory Postural Adjustments and Gait Speed Under Dual-Task Conditions.. Sensors (Basel, Switzerland). https://doi.org/10.3390/s26175630