Study Protocol and Randomization Eligible participants with chronic low back pain will be randomly allocated into one of the two study arms using a computer-generated random sequence. To ensure allocation concealment, this sequence will be managed by an independent researcher who is not involved in the recruitment, assessment, or treatment of the patients.
Intervention Groups Combined Group (PNE + Spinal Manipulation): Participants in this group will receive Pain Neuroscience Education (PNE) sessions combined with spinal manipulation. The PNE program will focus on the neurophysiology of pain, biopsychosocial factors, and de-education of maladaptive beliefs about spine vulnerability. Each education session will last approximately 30 minutes and will be delivered once a week for 4 weeks. Following or preceding the education, high-velocity, low-amplitude spinal manipulation techniques will be applied to the lumbar region based on clinical assessment.
Control Group (Spinal Manipulation Alone): Participants in this group will receive the exact same spinal manipulation protocol (same techniques, frequency, and duration over the 4-week period). However, they will only receive the manual therapy sessions, without any additional educational components or instructions.
Assessments and Follow-up Clinical outcomes, including health locus of control, pain intensity, and disability, will be evaluated at three specific time points: at baseline (before the first intervention), post-treatment (immediately after the 4-week intervention period), and at follow-up (8 weeks after the end of treatment, totaling 3 months of study participation). All evaluations will be performed by a blinded assessor who is unaware of the participants' group allocation.