I haven't had problems with latitude/longitude/altitude, it's the elusive 'measurement' that shapefiles can contain that have been causing grief. The measurement value can be pretty much anything, if the lat/lon of the point represents a point in a river, the measurement might indicate flow rate, water temperature, depth, salinity, radioactivity, whatever it is that you need to measure for your application.