The process comprises combining prepared β-cyclodextrin solution and prepared ethinyl estradiol solution, then removing the solvent by spray-drying for obtaining an ethinyl estradiol β-cyclodextrin complex. The obtainable amorphous ethinyl estradiol β-cyclodextrin complex is suitable for use in pharmaceutical compositions and formulations comprising it.