Cannabis for Chronic Pain: How Large the Benefit Actually Is
Chronic pain is the single most common reason patients seek medical cannabis certification. The size of the expected benefit is the number that should anchor every one of those conversations, and it is smaller than most patients expect and larger than most skeptics allow.
The honest answer has a number attached to it. Across 32 randomized trials and more than 5,000 patients, non-inhaled medical cannabis produced a small improvement in pain, a very small improvement in physical function, and a small improvement in sleep, along with dizziness that became substantially more common the longer people stayed on it.
The systematic review that underpins current guidance, published in The BMJ in 2021, found that non-inhaled medical cannabis probably increases the proportion of patients achieving a minimally important improvement in pain by about 10 percentage points compared with placebo, at moderate certainty.
That translates to roughly one additional patient in ten experiencing a meaningful reduction in pain. It is a real effect. It is also a modest one, and it sits alongside a dizziness risk that rose from 9 percent in trials under three months to 28 percent in trials of three months or longer.
| Audience | Patients living with chronic pain, caregivers, and clinicians |
| Primary Topic | Effect size and certainty of evidence for cannabis in chronic pain |
| Source | Read the full source |
Patients arrive with expectations set by testimonials at one extreme and by dismissal at the other. Neither prepares them for what the trials show, which is a modest average benefit with meaningful variation between individuals and a real side effect burden that grows with duration.
Setting the expectation correctly at the start changes what happens next. A patient told to expect a small improvement who gets one will continue sensibly. A patient told to expect transformation who gets a small improvement will escalate the dose, which is where most of the avoidable harm in this field occurs.
The most rigorous synthesis available is a systematic review and meta-analysis published in The BMJ in 2021, which included 32 randomized trials and 5,174 adults with chronic pain. Twenty-nine of those trials compared medical cannabis or cannabinoids with placebo. Medical cannabis was given orally in 30 trials and topically in two. Twenty-eight trials studied chronic non-cancer pain and four studied cancer-related pain, with follow-up ranging from one to 5.5 months.
For pain relief, the review found a weighted mean difference of 0.50 cm on a 10 cm visual analogue scale, with a confidence interval from 0.25 to 0.75 cm, at moderate certainty. Because a 1 cm change is the accepted minimally important difference, the authors modelled this as a 10 percentage point increase in the proportion of patients achieving a meaningful improvement, with a range from 5 to 15 points.
For physical functioning, the improvement was very small but rated high certainty: 1.67 points on the 100-point SF-36 physical functioning scale, modelled as a 4 percentage point increase in patients reaching the 10-point threshold. For sleep quality, a small improvement at high certainty, modelled as a 6 percentage point increase.
Emotional, role, and social functioning did not improve, at high certainty. That is an underappreciated finding. Cannabis moved pain, function, and sleep in these trials. It did not move how people felt about their lives.
An international guideline panel including patients, clinicians, and methodologists reviewed that evidence and published a recommendation in The BMJ alongside it. The recommendation was to offer a trial of non-inhaled medical cannabis or cannabinoids, in addition to standard care and management, for people living with chronic cancer or non-cancer pain when standard care is not sufficient.
The recommendation was graded weak, and the panel explained why in terms worth repeating: the balance between benefits and harms is close. A weak recommendation in the GRADE framework means that most informed patients would choose the intervention but many would not, and that the decision therefore requires shared decision making rather than a default.
This is the clearest statement available of where cannabis sits in chronic pain care. It is a reasonable option to add after other measures have been tried, for patients who place high value on small improvements in pain, function, and sleep and who accept a modest risk of mostly transient side effects. It is not a first-line therapy, and the guideline does not present it as one.
A Cochrane review published in 2018 examined cannabis-based medicines specifically for chronic neuropathic pain in adults, including 16 studies with 1,750 participants over durations of two to 26 weeks. Most used an oromucosal THC and CBD spray; two used nabilone, two used inhaled herbal cannabis, and two used dronabinol.
For substantial pain relief of 50 percent or more, 21 percent of participants responded on cannabis-based medicines against 17 percent on placebo, a risk difference of 5 percentage points with a number needed to treat of 20, at low quality evidence. For moderate relief of 30 percent or more, 39 percent responded against 33 percent, a risk difference of 9 percentage points with a number needed to treat of 11, at moderate quality.
The harms in the same review are the part patients rarely hear. Withdrawal due to adverse events occurred in 10 percent on cannabis-based medicines against 5 percent on placebo, giving a number needed to harm of 25. Nervous system adverse events occurred in 61 percent against 29 percent, a number needed to harm of 3. Psychiatric adverse events occurred in 17 percent against 5 percent, a number needed to harm of 10.
The reviewers concluded that the potential benefits might be outweighed by the potential harms, and noted that the trials excluded people with a history of substance misuse and significant comorbidity, which describes a substantial share of real chronic pain populations.
A 2022 systematic review in Annals of Internal Medicine, conducted for the Agency for Healthcare Research and Quality, categorized products by THC to CBD ratio and by source rather than pooling them together. It included 18 randomized placebo-controlled trials with 1,740 participants and seven cohort studies with 13,095.
Synthetic products with very high THC content, above 98 percent THC, may be associated with moderate improvement in pain severity and in response rates of 30 percent or greater, with increased sedation and a probable large increase in dizziness. Sublingual spray with a comparable THC to CBD ratio of about 1.1 to 1 is probably associated with small improvement in pain severity and overall function, with a possible large increase in dizziness and sedation and a moderate increase in nausea.
Extracted products with high THC to CBD ratios, ranging from 3 to 1 up to 47 to 1, may be associated with a large increased risk of withdrawal from the study due to adverse events and of dizziness, without a corresponding efficacy signal in this analysis.
For every other product category, including the whole-flower products that dominate dispensary sales, the review found the evidence insufficient or not reported. That gap is the central honesty problem in this field: the products with trial evidence are largely not the products patients buy.
Almost all the randomized evidence is short. Follow-up in the BMJ review ranged from one to 5.5 months; the Cochrane neuropathic review ran two to 26 weeks. Chronic pain is measured in years.
A companion systematic review of non-randomized studies, covering 39 studies and 12,143 adults with chronic pain, attempted to fill that gap. Adverse events were common, with a pooled prevalence of 26.0 percent, and psychiatric adverse events occurred in 13.5 percent, both at very low certainty. Serious adverse events, discontinuation, cognitive adverse events, accidents and injuries, and dependence or withdrawal syndrome each typically affected fewer than one in twenty patients.
Two findings from that review deserve emphasis. Studies with 24 weeks or more of cannabis use reported more adverse events than shorter studies, with a statistically significant interaction. And the reviewers found insufficient evidence comparing the harms of medical cannabis with the harms of other pain management options, including opioids.
That last point should end a common talking point. The claim that cannabis carries a safer risk profile than opioids for chronic pain is frequently asserted and has not been established by direct comparison. It may well be true on several dimensions. It has not been demonstrated by the evidence that exists.
One further signal comes from the BMJ review itself: dizziness risk was 9 percent above placebo in trials shorter than three months and 28 percent above placebo in trials of three months or longer, at high certainty, with the interaction test reaching statistical significance. Whatever else changes with duration, dizziness does.
| Principal review | 32 randomized trials, 5,174 adults with chronic pain; 29 placebo-controlled; oral in 30 trials, topical in 2 |
| Pain relief | Weighted mean difference 0.50 cm on a 10 cm VAS (95% CI 0.25 to 0.75); modelled risk difference 10% (5% to 15%); moderate certainty |
| Physical function | 1.67 points on the 100-point SF-36 scale (95% CI 0.03 to 3.31); modelled risk difference 4%; high certainty |
| Sleep quality | Small improvement, modelled risk difference 6% (2% to 9%); high certainty |
| No effect on | Emotional, role, and social functioning; high certainty |
| Dizziness by duration | 9% above placebo under 3 months vs 28% above placebo at 3 months or longer; high certainty; interaction p=0.003 |
| Principal citation | Wang et al., BMJ 2021;374:n1034 (PMID 34497047) |
| Guideline | Weak recommendation to offer a trial of non-inhaled medical cannabis in addition to standard care when standard care is insufficient (BMJ 2021;374:n2040, PMID 34497062) |
| Neuropathic pain | 30% or greater relief: 39% vs 33%, NNTB 11 (moderate quality); nervous system adverse events 61% vs 29%, NNTH 3 (Cochrane CD012182, PMID 29513392) |
| Product categories | Synthetic high-THC products and 1.1:1 sublingual spray had the clearest signals; evidence insufficient for most other product types (Ann Intern Med 2022;175(8):1143-1153, PMID 35667066) |
| Longer-term harms | Adverse events 26.0% pooled prevalence across 39 non-randomized studies and 12,143 patients; insufficient evidence comparing harms with opioids (BMJ Open 2022;12(8):e054282, PMID 35926992) |
For the central question of whether non-inhaled cannabis beats placebo for chronic pain, the evidence is moderate to high certainty and the answer is yes by a small margin. That conclusion rests on a large body of randomized trials assessed with GRADE by independent methodologists and converted into a clinical guideline through a formal process. It is among the better-characterized questions in cannabis medicine.
For nearly every downstream question, the evidence is weak. Which product, which ratio, which route, which patient, and what happens after six months are all poorly addressed. The certainty ratings drop sharply as soon as the question becomes specific enough to guide an individual prescription.
Blinding is a persistent problem in cannabis trials. THC produces recognizable subjective effects, so participants and sometimes assessors can infer allocation, which inflates apparent benefit on subjective outcomes. Pain is entirely subjective. The reviews acknowledge this and it is the single largest threat to the effect estimates above.
The trials excluded the patients clinicians most often see. The Cochrane reviewers noted explicitly that participants with a history of substance misuse and other significant comorbidities were excluded, which limits how far the tolerability findings transfer to real chronic pain populations.
The evidence is overwhelmingly about oral and oromucosal preparations. Thirty of 32 trials in the BMJ review used oral products. Inhaled cannabis, which is what a large share of patients actually use, is barely represented, and the Cochrane subgroup analysis of herbal cannabis was rated very low quality.
These reviews do not show that cannabis works better than any specific alternative. There is no adequately powered head-to-head trial against gabapentinoids, duloxetine, topical agents, or structured exercise and psychological therapy for chronic pain.
They do not show that cannabis is safer than opioids for chronic pain. The systematic review of long-term harms found insufficient evidence to make that comparison, which means the claim is unsupported rather than refuted.
They do not identify who responds. No trial has validated a predictor of response, whether by pain phenotype, genotype, prior cannabis experience, or baseline severity. Selection of candidates remains clinical judgment.
They also do not describe what happens beyond six months, which is the timeframe most patients with chronic pain are actually planning for.
Chronic pain care has few good options and many partial ones. Read against that background, a small improvement in pain with moderate certainty is not a dismissible result. It is comparable in magnitude to several accepted pharmacologic options for chronic non-cancer pain, most of which also produce modest average benefits with meaningful side effect burdens.
What makes cannabis different is the asymmetry between the evidence and the marketplace. Few other treatments have this large a gap between the products that have been tested and the products that are sold, or between the size of the demonstrated effect and the confidence of the claims made for it. Closing that gap is mostly a research and regulatory problem rather than a clinical one.
The number I give patients is roughly one in ten. Ten percentage points more people reach a meaningful improvement in pain on cannabis than on placebo. Some patients hear that and decide it is not worth the effort, which is a reasonable conclusion. Others have been living with pain long enough that a one in ten chance of meaningful improvement is the best offer on the table, which is also reasonable.
What I will not do is tell someone that cannabis is going to fix their pain. I have watched patients escalate for months chasing a result the evidence never promised, and the escalation is where the dizziness, the sedation, the falls in older patients, and the dependence show up.
The dizziness finding is the one I act on most. Nine percent in short trials and 28 percent in trials past three months is not a minor detail for a 74-year-old with osteoarthritis and a history of falls. Duration changes the risk calculation, and the plan should be revisited rather than renewed.
I would also retire the line that cannabis is safer than opioids for chronic pain. I suspect it is true in several respects, and I have no trial that shows it. Saying so plainly costs a talking point and buys credibility, which is the better trade.
Cannabis produces a small but real improvement in chronic pain, a very small improvement in physical function, and a small improvement in sleep, with roughly one additional patient in ten reaching a meaningful pain response compared with placebo. Guideline panels rate this a weak recommendation to offer as an addition to standard care when standard care is insufficient. Set the expectation at the start, choose a product and route deliberately, monitor for dizziness and sedation, and reassess rather than renewing by default, particularly past three months.
Carry forward the effect size and the certainty rating together. A 10 percentage point increase in meaningful pain response at moderate certainty is worth offering and not worth overselling. Carry forward the duration signal as well, because the side effect profile that looks acceptable at eight weeks looks different at six months. And treat any claim about cannabis versus opioids as unsupported until someone runs the comparison.
How to read an effect size for a subjective symptom
Cannabis and Chronic Pain, Seen From Eight Angles
One well-characterized effect size, read through the lenses that matter in pain care.
A one in ten improvement, honestly stated
Across the randomized trials, about ten more people out of every hundred reached a meaningful reduction in pain on cannabis than on placebo. That is a genuine effect and a modest one, and it is the number to plan around rather than the stories you have read.
Sleep and physical function also improved slightly. How people felt about their emotional and social lives did not change, which is worth knowing before you start.
Offer it as an addition, not a replacement
The guideline recommendation is weak and specific: a trial of non-inhaled medical cannabis in addition to standard care, for patients whose standard care is not sufficient. It is not positioned as a substitute for anything, and the panel’s own reasoning rests on a close balance of benefits and harms.
Document the baseline pain score, agree on the threshold that would count as success, and set a reassessment date. Without a prespecified endpoint the default becomes indefinite continuation at escalating doses.
Unblinding is the central weakness
THC produces recognizable subjective effects. In a placebo-controlled trial with a subjective primary outcome, participants who can identify their allocation will tend to inflate the treatment effect. That mechanism is present in essentially every trial pooled in these reviews.
The effect sizes reported here should therefore be read as an upper bound rather than a central estimate. A true effect of half this size would be consistent with the data.
The reviews are careful; the products are not the ones sold
Thirty of 32 trials in the principal review used oral preparations. The Agency for Healthcare Research and Quality review found evidence insufficient for most product categories outside synthetic high-THC formulations and a 1.1 to 1 sublingual spray.
Whole flower, high-potency concentrates, and most edibles sold in dispensaries have no trial evidence in chronic pain. Applying these effect estimates to them is extrapolation.
How the estimate has moved
Earlier syntheses reported wider and more optimistic ranges, partly because they pooled heterogeneous products and outcomes. Successive reviews applying GRADE and separating products by composition have narrowed the estimate and lowered it.
That trajectory, from enthusiastic early estimates to a small effect with a formal certainty rating, is the normal maturation of an evidence base and should be read as progress rather than as a retreat.
Managing the side effects that actually occur
Dizziness and sedation dominate, and both are dose-related and worse during titration. Starting low, increasing slowly, dosing in the evening where feasible, and reviewing fall risk in older patients address most of the avoidable harm.
Review the full medication list for additive central nervous system depression, particularly benzodiazepines, opioids, gabapentinoids, and sedating antidepressants.
The trials the field still needs
Adequately powered trials of the products patients actually use, with active comparators rather than placebo alone, running twelve months rather than twelve weeks, and reporting responder analyses rather than mean differences.
A validated predictor of response would change practice more than any new product. At present there is no way to identify in advance who the one in ten will be.
Certification programs outpace the evidence
Chronic pain is the qualifying condition in most state medical cannabis programs and accounts for the largest share of certifications. The evidence supporting that position is a weak guideline recommendation for a small benefit.
That mismatch argues for better data collection within programs rather than for restricting access. Registries capturing dose, product, outcome, and duration would answer questions no manufacturer has an incentive to fund.
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Frequently Asked Questions
Does cannabis work for chronic pain?
Modestly, on the best available evidence. A systematic review of 32 randomized trials in 5,174 adults found that non-inhaled medical cannabis probably increases the proportion of patients reaching a minimally important improvement in pain by about 10 percentage points compared with placebo, at moderate certainty. That means roughly one additional patient in ten experiences a meaningful reduction in pain.
How much pain relief should I expect from medical cannabis?
The average effect measured across trials was 0.50 cm on a 10 cm visual analogue scale, against an accepted minimally important difference of 1 cm. In practical terms, most patients will notice little or nothing, and a minority will notice a real improvement. Physical functioning and sleep quality also improved slightly. Emotional, role, and social functioning did not improve.
What do clinical guidelines say about cannabis for pain?
An international guideline panel published in The BMJ in 2021 issued a weak recommendation to offer a trial of non-inhaled medical cannabis or cannabinoids in addition to standard care for people with chronic cancer or non-cancer pain when standard care is not sufficient. The panel graded it weak because the balance between benefits and harms is close, and it requires shared decision making.
Does cannabis work better for nerve pain?
The evidence base is largest for neuropathic pain, though the effect remains modest. A Cochrane review of 16 studies in 1,750 participants found that 39 percent achieved at least 30 percent pain relief on cannabis-based medicines against 33 percent on placebo, giving a number needed to treat of 11 at moderate quality. Nervous system adverse events occurred in 61 percent against 29 percent on placebo.
What are the most common side effects?
Dizziness and sedation dominate, followed by nausea, vomiting, impaired attention, and transient cognitive impairment. In the principal review, dizziness risk above placebo was 9 percent in trials under three months and 28 percent in trials of three months or longer, at high certainty. In neuropathic pain trials, psychiatric adverse events occurred in 17 percent of participants against 5 percent on placebo.
Is cannabis safer than opioids for chronic pain?
That has not been established. A systematic review of 39 non-randomized studies covering 12,143 adults using medical cannabis for chronic pain concluded that there was insufficient evidence addressing the harms of medical cannabis compared with other pain management options, including opioids. The comparison is frequently asserted and has not been demonstrated by direct evidence.
Which cannabis product has the most evidence for pain?
Oral and oromucosal pharmaceutical preparations. Thirty of the 32 trials in the principal review used oral products. A separate review found the clearest signals for synthetic products with very high THC content and for a sublingual spray with an approximately 1.1 to 1 THC to CBD ratio, and judged the evidence insufficient for most other product categories, including whole flower.
How long should someone try medical cannabis for pain?
Long enough to titrate carefully and reach a fair test, then a defined decision point rather than open-ended continuation. Most trials ran from one to six months. Because adverse events increase with longer use, and dizziness risk rises sharply past three months, a scheduled reassessment of benefit against side effects is more useful than automatic renewal.