Cross-validation of predictive equation for cardiorespiratory fitness by modified shuttle walk test in adults with schizophrenia: a secondary analysis of the cortex-sp study

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tous_cross_2021.pdf (1.07 MB)
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2021-10-29
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Cardiorespiratory fitness (CRF) can be direct or estimated from different field tests. The Modified Shuttle Walk Test (MSWT) is suitable for all levels of function, allowing a peak response to be elicited. Therefore, we aimed (1) to validate the equation presented in the original study by Singh et al. for evaluating the relationship between MSWT with peak oxygen uptake (VO2peak) in adults with schizophrenia (SZ), (2) to develop a new equation for the MSWT to predict VO2peak, and (3) to validate the new equation. Participants (N = 144, 41.3 ± 10.2 years old) with SZ performed a direct measurement of VO2peak through a cardiopulmonary exercise test and the MSWT. A new equation incorporating resting heart rate, body mass index, and distance from MSWT (R2 = 0.617; adjusted R2 = 0.60; p < 0.001) performs better than the Singh et al. equation (R2 = 0.57; adjusted R2 = 0.57; p < 0.001) to estimate VO2peak for the studied population. The posteriori cross-validation method confirmed the model’s stability (R2 = 0.617 vs. 0.626). The findings of the current study support the validity of the new regression equation incorporating resting heart rate, body mass index, and distance from MSWT to predict VO2peak for assessment of CRF in people with SZ.
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Assessment
Equation for estimation
Field test
Peak oxygen uptake
Validation
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Tous-Espelosin, M., de Azua, S. R., Iriarte-Yoller, N., Sanchez, P. M., Elizagarate, E., Sampedro, A., & Maldonado-Martín, S. (2021). Cross-validation of predictive equation for cardiorespiratory fitness by modified shuttle walk test in adults with schizophrenia: a secondary analysis of the cortex-sp study. International Journal of Environmental Research and Public Health, 18(21). https://doi.org/10.3390/IJERPH182111390
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https://hdl.handle.net/20.500.14454/2943
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