Registered nurse Diane Richards applied online for a job at a home-care agency, received a call that day and began working there in the fall. Older workers like Ms. Richards are helping fill a labor shortage in the home-care industry that worsened during the pandemic. They are taking personal-care, in-home help, or companionship positions with home-care agencies and other businesses that provide support to older adults.

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