There is no single cause for bipolar disorder. Indeed, like all psychological disorders, bipolar disorder is a complex condition with multiple contributing factors, including: Genetic: Bipolar disorder tends to run in families, so researchers believe there is a genetic predisposition for the disorder.read more >>