Review Components and Delivery Formats of [CBT] for [CFS/ME]: A Systematic Review and Component Network Meta-Analysis 2026 Wang et al

Andy

Andy

Senior Member (Voting rights)
Full title: Components and Delivery Formats of Cognitive Behavioral Therapy for Chronic Fatigue Syndrome/Myalgic Encephalomyelitis: A Systematic Review and Component Network Meta-Analysis

ABSTRACT​


Objective​


Chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME) is a debilitating condition characterized by persistent fatigue, impaired functioning, and substantial societal burden. Although cognitive behavioral therapy (CBT) is commonly used for CFS/ME, the effective components and delivery formats remain unclear.

Methods​

We systematically searched MEDLINE, Embase, PsyclNFO, Web of Science, the Cochrane Library, and major English and Chinese databases from inception to January 15, 2025, without language restrictions. Ultimately, a frequentist network meta-analysis (NMA) and component network meta-analysis (cNMA) of 16 randomized controlled trials were conducted to assess the associations between CBT components, delivery formats, and patient-important outcomes.

Results​

At the treatment level, guided self-help CBT (mean difference [MD], −6.89; 95% CI, −9.56 to −4.22; moderate certainty) and individual CBT (MD, −4.81; 95% CI, −6.98 to −2.65; moderate certainty) probably reduced fatigue when measured immediately after treatment. At the component level, goal setting (incremental mean difference [iMD], −8.83; 95% CI, −16.92 to −0.74), third-wave components (iMD, −6.02; 95% CI, −11.33 to −0.72), and cognitive restructuring (iMD, −4.41; 95% CI, −8.83 to 0.01) were associated with reduced fatigue when measured immediately after treatment. Psychoeducation was potentially counterproductive (iMD, 5.23; 95% CI, 0.64 to 9.82). At the end of follow-up, cognitive restructuring was associated with reduced fatigue and depression, and improved physical function; goal setting was also associated with improved physical function. The combination of goal setting, third-wave components, and cognitive restructuring delivered via guided self-help may be an efficacious component-based intervention relative to the nonspecific treatment component (iMD, −16.33; 95% CI, −26.68 to −5.99).

Conclusions​

The effective CBT combination probably involves goal setting, third-wave components, and cognitive restructuring delivered via guided self-help, while psychoeducation may be detrimental. Future studies should prospectively examine core CBT components and their interactions, as well as incorporate measures of dose and intensity to guide more personalized and scalable interventions.

Open access
 
How very odd. A large team at Shanghai university putting all the analytical effort into dissecting which aspects of CBT for ME/CFS are most effective, when we know from all the studies that CBT is ineffective. What a waste of effort. Garbage in garbage out.
 
Dafuq does "cognitive restructuring" even mean? Oh, it's a claim that CBT makes, despite not being a real thing. Oddly similar to goal setting, so that's a concept and a goal, which is itself a concept. So by this definition, memory of water is a component of homeopathy. And a component of CBT is... components? Yeah, it checks out. Why can't people just trust "this machine cures cancer" if it's sold with high confidence and a smile? After all curing cancer is a component of the cancer-curing machine! It's even its goal! How could it be wrong?

Basically: if magical beans worked, they would be beans, and also they would be magical, and presumably do things people selling magical beans claim they do. Which is somewhere in the "anything you can imagine" range. Good stuff. Real science.

This "The Neuroscience" stuff is really looking like the longest con that experts ever fell for. It never delivers, yet success is always just two weeks away, also it's already been delivered, you're just too stupid to notice, or there's a grand worldwide conspiracy to silence it, so people just refuse to try, even though most did, they just didn't try it "the right way", also there is no right way, because it's vague and generic but also personalized, in no actual way. Or whatever.
 
Cochrane’s RoB tool was used to assess the risk of bias.

They classified the risk of bias for the outcome measurement as low for every study even though all of them were unblinded and used subjective outcomes.

They should all have been classified as high risk of bias, with the overall rating of high risk of bias, making all of the studies ineligible when trying to determine the efficacy of the intervention.

This is the full peer review report #1:
I indicated I would not be able to do this review. Sorry that this communication was not received. Not sure what to do with required responses but please ignore them.
Click to expand...
The second report doesn’t mention the risk of bias at all.
 
Andy said:

Conclusions​

The effective CBT combination probably involves goal setting, third-wave components, and cognitive restructuring delivered via guided self-help, while psychoeducation may be detrimental.

Open access
Click to expand...
I feel sorry for the word “probably” doing all the heavy lifting there.
So, educating the patients on mental health is detrimental but CBT is helpful? Very telling.
If you let people look behind the curtain, they see that the great and powerful Oz is just an old snake oil salesman, with a loudspeaker and projector. Much better the just see the projection, hear the booming voice and believe he is a god.
 
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