Am I selfish for only working part-time due to mental health issues?

My MIL recently got on my case about not having a full time job. I work part time and my partner works full time, we are trying to find a new place to rent but keep being passed on in favour of higher earning couples. Since, I've felt guilty that I'm in her words "taking advantage" of my partner.

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