The best explanation for why Ivan IV created the oprichnina during his reign is:
D. Ivan IV was struggling against the boyars and wanted to limit their power.
The oprichnina was a policy that involved the establishment of a separate administrative region and the creation of a loyal force of enforcers, the oprichniki, to suppress the influence of the boyar class and consolidate Ivan IV's power.