Predicting total healthcare demand using machine learning: separate and combined analysis of predisposing, enabling, and need factors
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DOI: 10.1186/s12913-025-12502-5
Abstract: Predicting healthcare demand is essential for effective resource allocation and planning. This study applies Andersen’s Behavioral Model of Health Services Use, focusing on predisposing, enabling, and need factors, using data from the 2022 Turkey Health… read more here.
Keywords: machine learning; demand; need factors; healthcare demand ... See more keywords
Health Need Factors Are the Key Drivers of Hospitalization among the Elderly Living Alone: An Analysis of Longitudinal Data
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DOI: 10.3390/ijerph192215315
Abstract: Elderly people living alone are a large and growing proportion of the population of many developed economies. The elderly, particularly those living alone, are more likely to be hospitalized overnight, with consequent substantial health and… read more here.
Keywords: health; key drivers; need factors; health need ... See more keywords