I m not sure wht effects it takes when u select a hard or normal difficulty, i think in the hard diff level villagers learn not so easily, hard to get tech points, in alchemey i think ur potions will burst more often (till u didnt reach level 3). Hard to make babies, more unfavourable events, N May be many more things which can make ur task difficult.