The objective of this study was to determine whether self-reported visual analogue scale (VAS) low back pain (LBP) scores are valid against matched psychophysically induced pressure pain scores. Two hundred thirty-six chronic LBP patients (some with neck pain) reported their LBP and neck pain scores on a VAS immediately before psychophysical pressure pain induction used to determine pain threshold (PTHRE), pain tolerance (PTOL), and a psychophysical pressure pain score which matched (PMAT) their current LBP. Pearson Product-Moment correlation coefficients were calculated between reported VAS neck scores, reported VAS LBP scores, and the psychophysically determined LBP PMAT scores. ⋯ There was a significant correlation between the LBP PMAT scores and the reported LBP VAS scores for both types of psychophysical LBP PMAT score calculations; however, there were insignificant correlations between the LBP PMAT scores and reported neck VAS scores. Chronic LBP patients can match their self-reported VAS LBP scores to psychophysically determined LBP PMAT scores. As such, self-reported VAS chronic LBP scores appear to be valid against one type of psychophysical measurement.