Abstract Healthy Life Expectancy (HLE) considers the years an individual has lived free of disease. Minimising time a population spends in ill-health will directly impact national healthcare budgets, alongside individuals’ personal quality of life. We utilise Personal Health Records (PHR), consisting of Electronic Health Records with lifestyle and wellness data, to investigate loss of healthy life. We leveraged Survival Analysis (SA) to directly estimate HLE without the Sullivan Method.