Note: ‘Recalcitrant’ is more commonly used as an adjective to refer to systems or things that are stubborn, that cannot be controlled or do not go according to the norms or do not abide by the rules and regulations, e.g. a ‘recalcitrant problem’, ‘recalcitrant party’, ‘recalcitrant material’, ‘recalcitrant skin disease’, etc.