Nonprofit organizations that help people find housing or provide food and fuel assistance are bracing for a tough winter, expecting more people to need help at a time when federal subsidies could be reduced.

The number of Massachusetts residents expected to fall off unemployment benefits, coupled with high fuel and food costs, will force residents to choose between eating or heating their homes, several officials of nonprofit organizations said during a conference call ­arranged by social service agencies.