I've only seen it the other way around. Retiring due to disability, then conversion to a pension (because that pays more than the disability), means it wasn't taxable until the conversion and then it is taxable because of the conversion. That person didn't necessarily also get healthier. If I find something, I'll post it here. Did the compensation amount change? Is there now a survivor benefit that wasn't included prior to that change in determination?