Which federal New Deal program provided farm owners loans to maintain land and purchase farm equipment?

The Farm Security Administration (FSA) provided loans and other assistance to help struggling farm families improve and maintain their farms, including acquiring equipment. The Agricultural Adjustment Administration (AAA), by contrast, mainly paid farmers to reduce production and stabilize crop prices. So the best answer is the Farm Security Administration.

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