There are two reasons that linear splines are seldom used
Each spline uses information only from two consecutive data points
The slope of the splines is discontinuous at the interior data points
The answer to resolving the above concerns are to use higher order splines such as quadratic splines. Read the quadratic spline textbook notes before you [...]