Life (Basel, Switzerland) · 2026
Behavioral Domains and Physiological Characteristics in Young Adults: Findings from Integrated Seven-Day Self-Monitoring and Physiological Assessment.
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Dadelo Stanislav, Danilenko Svetlana
Аннотация
OBJECTIVES: This study examined patterns among six selected variables from seven-day self-monitored behavioral records and physiological characteristics and their cross-domain associations in young adults.
METHODS: The study included 157 university students aged 20-23 years (106 men, 51 women). Six behavioral variables derived from seven-day self-monitoring and seven physiological indicators were examined using sex-specific PCA, with component retention determined by parallel analysis. Cross-domain associations between the retained physiological and behavioral components were tested using Pearson correlations with Benjamini-Hochberg FDR correction.
RESULTS: Parallel analysis retained two physiological and two behavioral components in each sex. The physiological components represented body composition and cardiorespiratory fitness, while the behavioral components primarily reflected energy intake-expenditure and carbohydrate-protein patterns. Two of the eight cross-domain Pearson associations had raw p-values below 0.05, but neither remained statistically significant after FDR correction.
CONCLUSIONS: The seven-day behavioral patterns and physiological characteristics showed limited correspondence. Seven-day self-monitoring can complement physiological assessment by documenting recent behavior, but should not be used as a substitute for direct assessment of physiological characteristics.
METHODS: The study included 157 university students aged 20-23 years (106 men, 51 women). Six behavioral variables derived from seven-day self-monitoring and seven physiological indicators were examined using sex-specific PCA, with component retention determined by parallel analysis. Cross-domain associations between the retained physiological and behavioral components were tested using Pearson correlations with Benjamini-Hochberg FDR correction.
RESULTS: Parallel analysis retained two physiological and two behavioral components in each sex. The physiological components represented body composition and cardiorespiratory fitness, while the behavioral components primarily reflected energy intake-expenditure and carbohydrate-protein patterns. Two of the eight cross-domain Pearson associations had raw p-values below 0.05, but neither remained statistically significant after FDR correction.
CONCLUSIONS: The seven-day behavioral patterns and physiological characteristics showed limited correspondence. Seven-day self-monitoring can complement physiological assessment by documenting recent behavior, but should not be used as a substitute for direct assessment of physiological characteristics.