Treadmill walking underestimates real-world walking spatiotemporal parameters and overestimates physiological demand across inclined terrain: implications for mobility assessment in older adults.
Santamaria-Guzman, K.; Loria-Calderon, T.; Rodriguez-Hernandez, M.; Cifuentes, D. C.; Campos-Vargas, S. E.; Weimar, W. H.; Babl, R. M.; Acosta-Sojo, Y.; Thatcher, K. L.; Franz, J. R.; Redden, D. T.; Peoples, B. M.; Harrison, K. D.; Smith, B. R.; Siles-Canales, F.; Roper, J. A.
Show abstract
Purpose: Treadmills (TM) are widely used for gait assessment in older adults (OA), yet their ecological validity across inclined terrain remains underexplored. This study compared spatiotemporal, physiological, and kinetic gait outcomes between TM and overground (OG) walking across flat, uphill, and downhill terrain in OA and younger adults (YA), and examined sensorimotor predictors of speed discrepancies. Methods: Twenty-six OA (70{+/-}6 years; 22 women) and 24 YA (26{+/-}5 years; 7 women), none with prior TM experience, completed matched TM and OG trials across three terrain conditions. Self-selected TM speed was determined using a bidirectional protocol. The modified Clinical Test of Sensory Interaction in Balance quantified sensorimotor profiles. Mixed-design ANCOVAs and multiple regression examined condition, inclination, and group effects with sex as a covariate. Results: TM speeds were consistently slower than OG across all conditions in both groups ({Delta} = -0.35 m/s, d = -1.67), with shorter stride length, lower cadence, and altered support phase timing; YA showed larger reductions and a greater shift toward double support than OA. Foot clearance at midswing was largely preserved across modalities. TM walking elicited higher heart rate and RPE despite slower speeds, most pronounced in OA uphill. Ground reaction forces and loading rates were substantially reduced on the TM. Sensorimotor profiles predicted the downhill speed discrepancy (R2 = 0.49), with vestibular and somatosensory contributions as independent predictors alongside age group. Conclusion: TM-derived speed, spatiotemporal, and physiological measures are not interchangeable with real-world ambulation data in OA across inclined terrain.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Does the margin of stability measure predict stability of gait with a constrained base of support? 96%
- Contribution of arm movements to balance recovery after tripping in older adults. 95%
- Effects of arm swing amplitude and lower limb asymmetry on motor variability patterns during treadmill gait 95%
Similar papers in this journal
- A formula for calculating 30-item Geriatric Depression Scale (GDS-30) scores from the 15-item version (GDS-15) 92%
- Effect of bedrest on the human gut and oral microbiome: implications for frailty 90%
- Physical activity and fiber intake beneficial for muscle mass and strength preservation during aging: A Comprehensive Cross-Sectional Study in the UK Biobank cohort 89%
Similar papers in this journal
- Functional Electrical Stimulation of the Soleus Redistributes Lower-Limb Joint Work Distally in Young and Older Adults 95%
- Transtibial amputation increases the metabolic energy needed for stabilizing walking in the sagittal plane 95%
- Speeding up, not slowing down, decreases the energy needed to control walking balance 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.