factors affecting apparent dielectric strength
it decreases with increased sample thickness.[1] (see "defects" below)
it decreases with increased operating temperature.
it decreases with increased frequency.
for gases (e.g. nitrogen, sulfur hexafluoride) it normally decreases with increased humidity.
for air, dielectric strength increases slightly as humidity increases