International Journal of Epidemiology · 2020 · 74 citations · 34 references
EducationHealth SciencesDifferential Item FunctioningItem Response TheoryPsychometricsHealth Outcomes MeasurementHealth Status MeasurementItem AnalysisItem Characteristic CurvesLogistic Regression ApproachesMultidimensional Item Response TheoryAbility Estimation Under Differential Item FunctioningDichotomous Item Differential FunctioningHealthy AgeingItem Response Theory AnalysisItem Response Theory DifItem Response Theory ScalingLogistic RegressionPolytomous Item Differential Functioning
BACKGROUND: Research efforts to measure the concept of healthy ageing have been diverse and limited to specific populations. This diversity limits the potential to compare healthy ageing across countries and/or populations. In this study, we developed a novel measurement scale of healthy ageing using worldwide cohorts. METHODS: In the Ageing Trajectories of Health-Longitudinal Opportunities and Synergies (ATHLOS) project, data from 16 international cohorts were harmonized. Using ATHLOS data, an item response theory (IRT) model was used to develop a scale with 41 items related to health and functioning. Measurement heterogeneity due to intra-dataset specificities was detected, applying differential item functioning via a logistic regression framework. The model accounted for specificities in model parameters by introducing cohort-specific parameters that rescaled scores to the main scale, using an equating procedure. Final scores were estimated for all individuals and converted to T-scores with a mean of 50 and a standard deviation of 10. RESULTS: A common scale was created for 343 915 individuals above 18 years of age from 16 studies. The scale showed solid evidence of concurrent validity regarding various sociodemographic, life and health factors, and convergent validity with healthy life expectancy (r = 0.81) and gross domestic product (r = 0.58). Survival curves showed that the scale could also be predictive of mortality. CONCLUSIONS: The ATHLOS scale, due to its reliability and global representativeness, has the potential to contribute to worldwide research on healthy ageing.
34
Statistical Theories of Mental Test Scores
William W. Rozeboom, Frederic M. Lord, Melvin R. Novick et al. · American Educational Research Journal · 1969 · 8.1K citations
Social determinants of health inequalities
Michael Marmot · The Lancet · 2005 · 4.8K citations · Full text
The World report on ageing and health: a policy framework for healthy ageing
John Beard, Islène Araujo de Carvalho, Ritu Sadana et al. · The Lancet · 2015 · 3.1K citations