A system includes a memory device including multiple memory cells and a processing device operatively coupled to the memory device. The processing device is to receive a first read command at a first time. The first read command is with respect to a set of memory cells of the memory device. The processing device is further to receive a second read command at a second time. The second read command is with respect to the set of memory cells of the memory device. The processing device is further to increment a read counter for the memory device by a value reflecting a difference between the first time and the second time. The processing device is further to determine that a value of the read counter satisfies a threshold criterion. The processing device is further to perform a data integrity scan with respect to the set of memory cells.