Societies · 2024 · 11 citations · 83 references
Public HealthDemographyPopulation HealthPsychometricsSocial Determinants Of HealthHealth-related Quality Of LifePsychological Well-beingLife Satisfaction MeasurementSatisfactionWellbeing Assessment
This paper explores enduring influences on life satisfaction using empirical analysis of World Values Survey (WVS) data (four versions of the most comprehensive dataset, namely 1.6, 2.0, 3.0 and 4.0). Five significant values emerged—financial satisfaction, happiness, freedom of choice, health, and democracy. Through rigorous selection processes and various statistical techniques, a subset of three determinants resulted, along with consecrated socio-demographic variables such as age, gender, marital status, social class, and settlement size. Advanced methodologies such as feature selection, random and non-random cross-validations, overfitting removal, collinearity and reverse causality checks, and different regressions served to evaluate and validate robust models. Nomograms helped to predict life satisfaction probabilities. The findings contribute to understanding life satisfaction dynamics and offer practical insights for future research and policy.
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1,500 scientists lift the lid on reproducibility
Monya Baker · Nature · 2016 · 4.3K citations
A manifesto for reproducible science
Marcus R. Munafò, Brian A. Nosek, Dorothy Bishop et al. · Nature Human Behaviour · 2017 · 3.5K citations · Full text