Factors to be considered during that time frame, in addition to
viral infections, would be cold air, increased air pollution and indoor allergens, the concentrations of the latter that increase as houses are closed-up during the winter.
You should definitely get a flu shot and, to the extent possible, avoid crowds and especially individuals with respiratory infection symptoms, during the winter months.