Thanks for all your replies!
Another thing I realized is that the data logging shield has a real time clock that uses I2C (analog pin 4 and 5). As a result, should I use the 3x2 ICSP cluster on the data logging shield (rev B) and then change the protocol on the RFID reader from I2C to SPI so that none of the pins overlap?