Is the determining thought moment (votthopana) based entirely off of past karma?

Is the way I choose to react to a situation based entirely off of past karma or is there something else that determines how I react to an external object? I am confused between my understanding that ultimately there is no control and yet I can control my reactions to situations. Is there only a sense of control as long as an individual is not fully enlightened?