When healthcare data contains biases or suffers from missingness, the resulting analyses, predictions, and interventions may inadvertently perpetuate or even amplify existing inequalities. In the third instalment of our data assets series, we explore the nature of these data challenges and offer practical strategies for mitigation. Understanding Bias in Healthcare Data Bias in healthcare data… Continue reading Addressing Biases and Missingness in Healthcare Data
Tag: Healthcare
Managing Data Complexity in Healthcare
In the first instalment of our data assets series, we discussed the crucial role large population health data resources, such as UK Biobank, play in drug discovery and development by providing the statistical influence needed to uncover subtle yet impactful insights that advance pharmaceutical innovation. Now, we turn our attention to the challenges of managing… Continue reading Managing Data Complexity in Healthcare