At the beginning of the Bosnian War in 1992, Raguž was appointed Minister of Labour and Social Policy for the Republic of Bosnia and Herzegovina, working in besieged Sarajevo. At the beginning of Croat–Bosniak War, he joined the HDZ BiH and accepted an invitation by the Croatian Republic of Herzeg-Bosnia to help mitigate the humanitarian crisis.