Insurers are making increasing use of medical research to help with assumption, models and underwriting Experienced mortality/ longevity specialists discuss the issues in the interpretation of medical research papers, using a range of case studies. The case studies will include COVID-19 points of current importance. Many of the concepts discussed (data bias, inference of causation) are also applicable to equivalent questions in 'big data' and advanced analytics.