Adherence
Secure multi-party computation (MPC) enables the linkage of patient data across different hospitals for research purposes without violating privacy regulations, allowing for accurate assessment of hospital transfer rates.
This paper is primarily for researchers and healthcare administrators. It demonstrates that advanced privacy-preserving technology (MPC) can be used to link patient data across hospitals, enabling more accurate research on patient outcomes and behaviors, such as hospital transfers.
MPC enables privacy-preserving linkage of surgeries across different hospitals... allowing analyses on the collectively processed data without exposing individual-level information to researchers or participating hospitals.
Why this rating
The study successfully applied MPC to nearly 100,000 records, demonstrating its viability in a real-world, large-scale setting.
Source
Hospital Transfer Between Primary and Secondary Metabolic Bariatric Surgery in The Netherlands: A Cross-sectional Multi-party Computation Analysis of Frequency and Associated Factors
Floris F. E. Bruinsma et al. · Obesity Surgery · 2025
DOI 10.1007/s11695-025-08284-8
More from this paper
- Approximately 11.5% of patients undergoing secondary metabolic bariatric surgery (MBS) transfer to a different hospital than their primary procedure, a rate that is underestimated in single-institution registries.Good
- Patients who transfer hospitals for secondary MBS are significantly younger, have fewer obesity-related comorbidities (hypertension, GERD), and are more likely to undergo secondary surgery for recurrent weight gain compared to those who stay.Good
Related findings · Adherence
- Regular physical activity (at least 150 minutes/week of moderate-intensity) reduces all-cause and cardiovascular mortality by 20-30% and lowers the risk of type 2 diabetes by 25-35%.Strong
- Increasing physical activity from a sedentary lifestyle to an active one in middle adulthood significantly reduces the risk of coronary events compared to remaining sedentary.Strong
- Resistance exercise is the only intervention capable of consistently restoring muscle function and strength in sarcopenia, partially overcoming age-related anabolic resistance.Strong
This is one finding among thousands. Every one is graded and traced to its source, so you can see what the evidence actually supports. Browse the research →