Results 191 to 200 of about 56,778 (265)

Beyond Prediction: Data, Baselines, Explanation, and Causation in Machine Learning for Food Insecurity

open access: yesFood Safety and Health, EarlyView.
The gains from machine learning in nowcasting and forecasting food insecurity are still small and limited and cannot be observed in all countries. This review summarizes the public resources for data, corrects common misconceptions about model requirements, and establishes baseline requirements, explanations, causal inference, and equity in operational
Shabnam Mehboob   +4 more
wiley   +1 more source

Should multinationals care about development? Rethinking global strategy in an unequal world

open access: yesGlobal Strategy Journal, EarlyView.
Abstract Research Summary While multinational corporations (MNCs) can profoundly shape global development trajectories, global strategy research has largely treated development as peripheral to core strategic concerns. This Perspective paper examines the contested relationship between global strategy and development, arguing that MNCs are neither ...
Marcus M. Larsen   +2 more
wiley   +1 more source

Feasibility Assessment of Extracting Social Determinants of Health From Electronic Medical Records: A Multicenter Study Across Chinese Healthcare Institutions

open access: yesHealth Care Science, EarlyView.
We developed a China‐specific social determinants of health (SDoH) framework and extracted SDoH information from a database of 5.6 million electronic medical records (EMRs) across more than 40 centers. The results showed that these EMRs include extractable data covering some SDoH categories, with moderate completeness and high availability.
Mengchun Gong   +9 more
wiley   +1 more source

Case‐Mix Adjustment of Multidimensional Patient‐Reported Outcomes to Assess Hospital Performance

open access: yesHealth Economics, EarlyView.
ABSTRACT Multidimensional patient‐reported outcome measures (PROMs) are increasingly used to compare the performance of health care providers. Meaningful comparisons require the data to be adjusted for differences in case‐mix. The common approach in the literature is to aggregate PROM data into univariate summary scores prior to case‐mix adjustment. In
Nils Gutacker, Yuanyuan Gu
wiley   +1 more source

Medical Brain Drain: The Role of Job Attributes and Individual Traits

open access: yesHealth Economics, EarlyView.
ABSTRACT Medical brain drain poses a major challenge for health systems, reducing physician supply and undermining public investment in medical training. Prior work examined migration flows and their macroeconomic determinants. This study uses a discrete choice experiment to assess how individual background and personality traits shape medical student ...
Marco Bertoni   +2 more
wiley   +1 more source

Home - About - Disclaimer - Privacy