The aims of this study were: (1) to identify reliable prognostic factors for detecting subgroups of no, low and high response in consecutive patients admitted for rehabilitation of first stroke sequelae, and (2) to quantify the relative risk of poor or excellent prognosis on both Activities of Daily Living (ADL) and mobility for each significant variable. We prospectively studied 440 of 475 patients. From a group of 32 independent variables, those significantly associated with no, low and high effectiveness on both ADL and mobility were selected by means of multiple regression; then, the relative risk was calculated for each variable that significantly entered the multiple regressions. Patients with severe impairment or with global aphasia showed a relative risk of no response 4–6 times higher than that of other patients. An interval before rehabilitation longer than 2 months was associated with an increasing risk of no response. Elderly patients had a significantly higher relative risk of low response both on ADL and mobility. The presence of hemineglect and depression was associated with an increasing risk of low response on ADL but not on mobility. The absence of hemineglect and a short interval are prerequisites for an excellent functional prognosis on both ADL and mobility. A minor impairment, employed status, the absence of global aphasia and age ≤65 years increased the risk of high response. At the beginning of treatment, clear prognostic factors for the detection of subgroups with poor or excellent rehabilitation prognosis can be identified.
We investigated the effect of sports activity on physically-disabled individuals using behavioral and electrophysiological techniques. Visual go/no-go discriminative and simple response tasks were used. Participants included 17 disabled athletes, 9 from open-skill (wheelchair basketball) and eight from closed-skill (swimming) sports, and 18 healthy non-athletes. Reaction times of the disabled athletes were slower than those of healthy non-athletes on both tasks (7% and 13% difference, respectively). Intra-individual variations in reaction times, switch cost, and number of false alarms, were higher in the swimmers, but comparable to healthy non-athletes, in the basketball group. Event-related potentials (ERPs) early components P1, N1, and P2 had longer latencies in the disabled athletes. The late P3 component had longer latency and smaller amplitude in the disabled athletes only in the discriminative response task. The N2 component, which reflected inhibition/execution processing in the discriminative response task, was delayed and reduced in the swimmer group, but was comparable to healthy subjects in the basketball group. Our results show that (1) the ERP components related to perceptual processing, and late components related to executive processing, were impaired in disabled subjects; and (2) open-skill sports such as basketball may partially compensate for executive control impairment by fostering the stability of motor responses and favoring response flexibility.
As participation in wheelchair sports increases, the need of quantitative assessment of biomechanical performance indicators and of sports- and population-specific training protocols has become central. The present study focuses on junior wheelchair basketball and aims at (i) proposing a method to identify biomechanical performance indicators of wheelchair propulsion using an instrumented in-field test and (ii) developing a training program specific for the considered population and assessing its efficacy using the proposed method. Twelve athletes (10 M, 2 F, age = 17.1 ± 2.7 years, years of practice = 4.5 ± 1.8) equipped with wheelchair- and wrist-mounted inertial sensors performed a 20-metre sprint test. Biomechanical parameters related to propulsion timing, progression force, and coordination were estimated from the measured accelerations and used in a regression model where the time to complete the test was set as dependent variable. Force- and coordination-related parameters accounted for 80% of the dependent variable variance. Based on these results, a training program was designed and administered for three months to six of the athletes (the others acting as control group). The biomechanical indicators proved to be effective in providing additional information about the wheelchair propulsion technique with respect to the final test outcome and demonstrated the efficacy of the developed program.
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