Here is a diagram that illustrates that decreasing the time slice will lead to many more context switches:
Time slice vs. number of context switches. Taken from Bell, John T. "CPU Scheduling." University of Illinois, Chicago.
To have fewer context switches, it is advisable to select the time slice so that 80 percent of the CPU bursts are shorter than the time slice.