The Claim
When a client reports immediate, sometimes dramatic relief straight after a specific technique is applied to a specific structure, it is tempting — for both client and clinician — to treat that response as confirmation that the targeted structure was indeed the true source of the problem. The reasoning feels sound: the treatment worked, so the diagnosis guiding it must have been correct.
The Post Hoc Reasoning Problem
This is a classic instance of post hoc ergo propter hoc reasoning — "after this, therefore because of this" — a logical shortcut that feels intuitively compelling but does not actually establish causation, let alone diagnostic accuracy. An improvement following treatment can arise from several processes entirely independent of whether the treated structure was the genuine pain generator.
Non-Specific Effects Are Powerful
Manual contact itself — regardless of the specific technique or targeted structure — engages descending pain-inhibitory pathways, can reduce protective muscle guarding, and carries a substantial contextual and placebo-adjacent component shaped by expectation, the therapeutic relationship and the ritual of treatment. These effects are real, measurable and clinically useful, but they are also largely non-specific: they can occur regardless of whether the "correct" structure was identified and treated, which means symptom relief alone cannot reliably distinguish a correct diagnosis from an incorrect one that happened to engage the same general pain-modulating systems.
Regression to the Mean
Clients typically seek treatment when their symptoms are at their worst — a simple statistical reality means symptoms are then more likely to improve regardless of what is done, simply because an unusually bad day tends to be followed by a return toward a person's more typical baseline. This phenomenon, known as regression to the mean, is a well-recognised confound in any uncontrolled clinical observation and applies just as much to manual therapy as to any other intervention evaluated outside a controlled trial.
What Better Evidence Actually Requires
Establishing that a specific structure is genuinely responsible for a client's pain requires more than an immediate symptomatic response to a single treatment — ideally, reproducible provocation of the client's familiar pain on specific testing, a response pattern consistent across repeated treatments, and, where relevant, corroborating findings from imaging or other objective assessment. A good short-term response is useful clinical information and a reasonable basis to continue a particular approach — it is not, by itself, proof that a specific anatomical theory about the pain's origin was correct.
The Verdict
Immediate relief after treatment is genuinely useful clinical information, but it does not, by itself, confirm the accuracy of the diagnosis that guided the treatment. Non-specific pain modulation and regression to the mean can both produce real, immediate improvement regardless of whether the treated structure was the true source of the problem — which is precisely why good clinical reasoning relies on a pattern of evidence over time, not a single response.
References & Further Reading
- Bialosky JE, Bishop MD, Price DD, Robinson ME, George SZ. The mechanisms of manual therapy in the treatment of musculoskeletal pain: a comprehensive model. Man Ther. 2009;14(5):531-538.
- Morton V, Torgerson DJ. Effect of regression to the mean on decision making in health care. BMJ. 2003;326(7398):1083-1084.