How is the amount of a home loan decided?

My husband and I have been approved for a $120K home loan. However, some other couples we know that make the same or less than we do were able to buy homes for up to $20K more than our approved loan. I know some of them also have more monthly bills than we do. So how is something like that decided? Should we shop around more?

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