Over half of South Koreans live in the Seoul Capital Area. That’s a much higher proportion than countries other people often accuse of being overcentralized and neglecting the regions, like the UK with London or France with Paris.
And to some degree what you describe is a self fulfilling prophecy; big cities hollowing out the smaller ones, shrinking their economies and leaving their governments in deficit and the services worse, rinse and repeat.