Yes, lowering baudrate increase the range because the signal bandwidth is smaller.
Using PPM Only the baudrate is automatically set to 9600bauds.
As reference the last limit where the link disconnect is around 80m with 1.25mW and 57600bauds.
Double check antennas and connectors.