Many scammers have sources in government agencies, companies, insurance companies, etc.
The day my mother asked to receive her pension, she received calls from scammers, even though she had been relatively spared until then. I have had similar feedback from people who have to call for help with mental health, depression or addiction issues.
These people have no scruples and are willing to pay others without much hesitation.