Workplace gossip, a ubiquitous organizational behavior broadly defined as talking about an absent target in an evaluative way, has received increasing scientific attention over the past few years. The complexity and dynamism of the workplace gossip phenomenon create challenging research conditions such that studies focusing on the allegedly same type of workplace gossip can produce differential findings. To address this problem and better align theory and methodology, our manuscript first proposes a framework of workplace gossip that accounts for the interdependencies of the context-embeddedness and dynamism of workplace gossip. Guided by this framework, we systematically evaluate extant workplace gossip research, spanning a total of N = 104 empirical research articles. Highlighting current methodological challenges that indicate a neglect of the dynamic nuances and contexts of workplace gossip, we argue that previous organizational research painted an overly simplistic picture of workplace gossip. By looking beyond traditional organizational research designs, we derive recommendations to advance research on workplace gossip and, ultimately, to establish it as a complex and dynamic social interaction behavior.