Yes. Moisture can get trapped inside new homes that are air-tight, especially if kitchen and bathroom ventilation is inadequate or absent. Also, if your carpet was laid directly on a concrete slab without a vapor barrier in between, it can absorb moisture and make it subject to mold growth.
