Long time reading under the dim light will definitely cause eye strains. Eye strain is one of the reason that casue vision problem. Reading in the proper distance and in the place with enough light can prevent you from bad vision.
Reading in dim light won't damage your eyesight. In the past, people often did reading in dim light which was produce by candlelight or kerosene lamps. However, good lighting does make you see better while reading.