The author of the research paper Dr Lennert Veerman, from the Centre for Burden of Disease and Cost Effectiveness, told me they had adjusted their research to exclude people who were physically active while watching TV - such as running on a treadmill or rowing.
BBC: Can watching TV make you die younger?