“…Demographic factors showed inconsistent influences on risk perception across countries and diseases. Education level [ 54 , 60 , 62 , 65 , 68 ], disease-specific knowledge [ 44 , 54 , 68 , 69 ], rural or urban residence [ 41 , 42 , 62 ], marital status [ 54 , 62 ], income level [ 54 , 62 ], gender [ 41 , 54 , 62 , 68 , 69 ] and age [ 42 , 54 , 62 , 68 , 69 ], variably showed positive, negative or no association with epidemic risk perception across different studies. Larger family size [ 62 ] and certain occupations [ 60 , 62 ] were associated with increased perceived risk in two studies.…”