Yes. Most lenders, such as banks, will consider your credit score to determine how much to lend you. If your credit score is too low, you may not be approved for a loan.
However, some lenders are willing to consider applications from those with lower credit scores. Factors such as your level of income and debt will likely be scrutinized, however.