From the characteristic polynomial (ts+1)² found in the denominator of the transfer function eq (4.69), the stability can be determined by evaluating the roots.  In this case the roots are -1/t repeated. 

Note that for this process, the time constant is always positive, therefore, the pole is definitely negative.

When all the roots of the characteristic polynomial are real and negative, the system is stable.