Rate of change definately plays a role, but IMO the reverse one.
If the drop happens rapidly, it is likely to be a panic-driven selloff that quickly rebounds = instant profit for those that buy the dip.
If, however, it happens slowly (like the current trend), it reflects people slowly losing faith and I would hesitate to buy at any level until there is some clear indication of a trend reversal.