Yes, witching power supplies are more efficient, but there are downsides in certain applications. Switching power supplies have substantially more noise due to rapid switching, which can be a problem for sensitive circuits.
Switching regulators are also more expensive for smaller applications where power demands and heat dissipation are relatively low.
So for small circuits that are low-power and compact, a linear supply will usually do the trick. Choose a switching unit when the power demands increase.