Maybe, make an exit survey for cart abandonments. 1 in 20 people might reply but you would get some input that was not a guess.
If I were to guess;
What are the countries of origin -- US/Canada?
How many go from page 1 to page 2
Are they having second thoughts about the price.
Page 1 ADD TO CART
Page 2 CHECKOUT