Shrub rose" may be a poor choice of words, and as a result the term is largely artificial because all roses are in fact shrubs –just as is a lilac or a forsythia. "Shrub," as applied to roses, is more a case of definition by usage rather than by description.
Shrub roses are noted for their well-rounded shape, their exceptional winter hardiness, and their better than average disease resistance.