 McGraw Hill/Irwin, 2000.The use of nodes and arrows to construct directed graph models of cause and effect dates back to the invention of path analysis by Sewall Wright in 1918, long before System Dynamics.Due to the limitations of genetic data, however, these early causal graphs contained no loops — they were directed acyclic graphs.