I work with pricing life insurance in a european country. This study of course piqued interest, because I also see a negative correlation between socio-economic class (e.g. wage) and death probability. I don’t think working a lot is enough for a higher probability of death, you somehow might need to be a lower socio-economic class, as well. I’m not sure if the study controls for this.