In ecological studies, the magnitude and direction of interactions among two continuous explanatory variables x1 x2 are commonly evaluated by fitting a statistical model form , where x1x2 is an interaction term that measures departure from additivity effects. Here, we highlight three issues associated with evaluating in models this appear underappreciated literature, but which have important im...