30. Exploring the Role of Safety Culture Dimensions in Patient Safety using a Bayesian Belief Network Model
Contributed abstract in session TB-5: Healthcare Management /1, stream Regular talks.
Tuesday, 11:00-12:30Room: Room S6
Authors (first author is the speaker)
| 1. | Mecit Can Emre Simsekler
|
| Management Science & Engineering, Khalifa University of Science & Technology | |
| 2. | Abroon Qazi
|
| School of Business Administration, American University of Sharjah | |
| 3. | Al Ozonoff
|
| Boston Children's Hospital |
Abstract
There is a growing recognition of how a multi-dimensional safety culture impacts patient safety in healthcare organizations. However, understanding the interrelations among these dimensions and their relative importance remains unclear. To address this gap, we developed a Bayesian Belief Network (BBN) model using Hospital Survey on Patient Safety Culture (HSOPSC) SOPS Hospital Survey 2.0 data from U.S. teaching hospitals. Our study provides insights into the strength of influence among safety culture dimensions, explores primary factors contributing to patient safety, and guides decision-makers on optimal resource utilization by prioritizing safety culture dimensions. We found that 'communication openness,' 'supervisor support for patient safety,' and 'organizational learning – continuous support' are leading dimensions significantly impacting patient safety ratings. This analysis is crucial for decision-making, offering insights into how to prioritize dimensions for optimal resource allocation. The BBN introduces novel perspectives on critical cultural dimensions associated with patient safety, providing a visual representation of probabilistic relationships and potential approaches for enhancing patient safety in healthcare settings.
Keywords
- Healthcare management
- Decision support
- Data analysis and risk management
Status: accepted
Back to the list of papers