Predicting self-perceived general health status using machine learning: an external exposome study

J Hoekstra, ES Lenssen, A Wong, B Loef… - BMC Public Health, 2023 - Springer
Background Self-perceived general health (SPGH) is a general health indicator commonly
used in epidemiological research and is associated with a wide range of exposures from …

Building machine learning prediction models for well-being using predictors from the exposome and genome in a population cohort

DHM Pelt, PC Habets, CH Vinkers, L Ligthart… - Nature Mental …, 2024 - nature.com
Effective personalized well-being interventions require the ability to predict who will thrive or
not, and the understanding of underlying mechanisms. Here, using longitudinal data of a …

Health behaviors and quality of life predictors for risk of hospitalization in an electronic health record-linked biobank

PY Takahashi, E Ryu, JE Olson… - … journal of general …, 2015 - Taylor & Francis
Background Hospital risk stratification models using electronic health records (EHRs) often
use age and comorbid health burden. Our primary aim was to determine if quality of life or …

Self-perceived health, objective health, and quality of life among people aged 50 and over: interrelationship among health indicators in Italy, Spain, and Greece

L Maniscalco, S Miceli, F Bono, D Matranga - International journal of …, 2020 - mdpi.com
It is well known that self-perceived health (SPH), even if it is a subjective health indicator, is
significantly associated with objective health and quality of life (QoL) in the general …

[HTML][HTML] Peer reviewed: a latent class modeling Approach to evaluate behavioral risk factors and Health-Related Quality of Life

Y Jiang, MM Zack - Preventing chronic disease, 2011 - ncbi.nlm.nih.gov
Methods The 2008 Rhode Island BRFSS, a population-based, random-digit–dialed
telephone survey, collected responses from 4,786 adults aged 18 years or older. We used …

Biological health or lived health: which predicts self-reported general health better?

C Bostan, C Oberhauser, G Stucki, J Bickenbach… - BMC Public Health, 2014 - Springer
Background Lived health is a person's level of functioning in his or her current environment
and depends both on the person's environment and biological health. Our study addresses …

Does self-assessed health reflect the true health state?

P Paul, U Nguemdjo, N Kovtun, B Ventelou - International journal of …, 2021 - mdpi.com
Self-assessed health (SAH) is a widely used tool to estimate population health. However,
the debate continues as to what exactly this ubiquitous measure of social science research …

Exploring mental models behind self-rated health and subjective life expectancy through web probing

S Lee, C McClain, D Behr, K Meitinger - Field Methods, 2020 - journals.sagepub.com
Self-rated health (SRH) and subjective life expectancy (SLE) are widely used for
understanding health and predicting mortality. However, what these items measure remains …

Influence of response options on self-perceived health status

MI Santiago-Pérez, M Pérez-Ríos, A Malvar… - International Journal of …, 2019 - Springer
Health is a dynamic and multidimensional concept that includes different quality of life
domains such as physical health, psychological health, social relationships or environment …

Descriptive regression tree analysis of intersecting predictors of adult self-rated health: Does gender matter? A cross-sectional study of Canadian adults

A Vafaei, JM Stewart, SP Phillips - Plos one, 2023 - journals.plos.org
Background While self-rated health (SRH) is a well-validated indicator, its alignment with
objective health is inconsistent, particularly among women and older adults. This may reflect …