It is not even conscious malice by the other siblings. Stuff like that happens naturally. All siblings would need to live close by, have similar family circumstances (I have a family on my own that I need to prioritize. Betty who is single can take care of dad.) and similar level of skills in caring for the parent for that to work.
Also people underestimate how horrible caring for people with dementia and other disabilities that require a high level of care is for people not trained in it. It is not socially acceptable to talk about the bad stuff.
My wife is the first of seven. Yes, she was the one financially most able to help her parents, both from being here rather than there and because she has a strong work ethic, unlike her siblings. That doesn't mean the load should have fallen virtually 100% on her when the other 6 were in the same city, not on the other side of the world.