What the evidence says
The evidence base for cognitive remediation (CR) in clinical high-risk (ultra-high-risk, UHR) populations is small. A 2015 trial protocol reports that its search found "only two published studies" of CR in UHR patients. A 2017 systematic review of this literature reports processing speed gains, in a double-blind RCT (Choi et al., 2016) against an active control, with effect sizes of d=0.50–0.84. The gains held at 4-month follow-up. A cohort study without a control group reports d=0.63. A cohort study that compared UHR individuals with patients with schizophrenia reports an attention gain of d=0.69.
Other outcomes show no measured effect. In the 2017 review, zero of five studies that reported clinical symptoms found that CR changed them. A later RCT (Glenthøj 2020) found no between-group difference at treatment cessation on global neurocognition (b=–0.125, 95% CI –0.423 to 0.172, p=0.41). It also found none on functioning, psychiatric symptoms, negative symptoms, or depression. Its one positive result came from an exploratory outcome. The CR group recognised emotions faster (latency b from –152.0 to –226.8, p from 0.01 to 0.002).
Functioning is mixed. Two of four studies in the 2017 review found gains in social functioning or social adjustment, with d=1.04–3.09 in the positive studies. The other two found none.
Two outcomes people expect to be covered have no usable evidence. No study measured the effect of social cognitive training on social cognition in UHR individuals. The only trial that added social cognitive remediation had no social cognitive outcome measure. The effect of CR alone on transition to psychosis cannot be isolated, because the only study of it delivered CR inside an integrated treatment.
Data from related populations give larger and more consistent effects. In schizophrenia, a meta-analysis cited in the 2015 protocol reports global cognition at d=0.45 (95% CI 0.31–0.59) and functional outcomes at d=0.42 (95% CI 0.22–0.62). The cognitive effect persisted at follow-up (d=0.43, 95% CI 0.18–0.67). In inpatients with psychosis, a meta-analysis reports processing speed at g=0.48, memory at g=0.48, and working memory at g=0.56. Average dropout was 7%. Pairing CR with psychiatric rehabilitation is associated with larger functional effects. A meta-analysis of 23 studies and 1819 patients reports SMD=0.41 for employment rate and SMD=0.24 for social skills. These are not UHR estimates.
A narrative review (Gautam 2025) says cognitive impairment is more responsive to remediation in early psychosis than in later stages. It says younger people respond better, and it proposes brain plasticity as the reason. It gives no effect sizes for either claim.
Where the evidence splits
The UHR findings on cognition disagree. The 2017 review reports processing speed and attention gains (d=0.50–0.84, d=0.63, d=0.69). The 2020 RCT found no effect on global neurocognition and no effect on any clinical or functional primary or secondary outcome. The sources on this page do not settle why. The outcomes differ: processing speed and attention are single domains, while the 2020 trial's primary outcome was a global composite. The designs also differ. The positive estimates come partly from uncontrolled or non-UHR-comparator cohorts. The 2020 authors offer a post-hoc explanation: participants attended an average of 10.9 sessions and 11.9 hours of neurocognitive training, "about half the usual dose" for first-episode schizophrenia. No dose-response data test this.
Clinical symptoms disagree across populations. Gautam (2025) states that CR improves clinical symptoms in early-stage psychosis. The UHR sources find no measured effect (0 of 5 studies; the 2020 RCT). The population difference is the only stated contrast. The sources do not say whether it explains the split. The 2017 review also lists as a possibility that symptom measurement was premature.
Functioning is split within UHR studies. Two of four studies found gains (d=1.04–3.09) and two found none. The 2020 RCT also found no effect on its functioning scale (PSP). The sources do not explain which studies differ or why. One secondary analysis finds that better baseline social and role functioning predicted larger emotion recognition gains.
Findings
Cognitive remediation increases processing speed in UHR individuals
confidence — direction: highconfidence — magnitude: mediumconsensus: thin. The weight leans toward an increase, but it rests on one RCT and one uncontrolled cohort.
- mechanism
- targeted training of cognitive functions. The sources do not test a mechanism for processing speed specifically.
- effect
- increase. d=0.50–0.84 in a double-blind RCT against an active control, post-treatment and at 4-month follow-up. d=0.63 in an uncontrolled cohort.
- conditions / moderators
- not established. The 2020 RCT found no effect on a global neurocognition composite (see below).
Cognitive remediation increases attention in UHR individuals
confidence — direction: mediumconfidence — magnitude: mediumconsensus: thin
- mechanism
- not established.
- effect
- increase, d=0.69, in a cohort study that compared UHR individuals with patients with schizophrenia receiving the same program.
- conditions / moderators
- the comparator was a group with schizophrenia, not an untreated UHR group.
Cognitive remediation plus treatment as usual has no measured effect on global neurocognition in UHR individuals
confidence — direction: highconfidence — magnitude: highconsensus: thin. This is a single RCT, and it conflicts with the domain-level gains above.
- mechanism
- not established. The authors suggest the dose may have been too low.
- effect
- no measured effect at treatment cessation on the BACS composite (b=–0.125, 95% CI –0.423 to 0.172, p=0.41).
- conditions / moderators
- participants averaged 10.9 sessions and 11.9 hours of training, about half the usual first-episode schizophrenia dose. This is a post-hoc interpretation, untested.
Cognitive remediation has no measured effect on clinical symptoms in UHR individuals
confidence — direction: highconfidence — magnitude: highconsensus: settled for UHR populations, leaning toward no effect. Gautam (2025) reports symptom gains in early-stage psychosis, so the result is contested across populations.
- mechanism
- not established.
- effect
- no measured effect. Zero of five studies in the 2017 review found a change in symptoms. The 2020 RCT found none on psychiatric, negative, or depressive symptoms (BPRS-E, SANS, MADRS).
- conditions / moderators
- the 2017 review notes that symptom measurement may have been premature.
Cognitive remediation produces mixed evidence on social and role functioning in UHR individuals
confidence — direction: mediumconfidence — magnitude: mediumconsensus: contested
- mechanism
- not established.
- effect
- mixed. Two of four studies found gains in social functioning or social adjustment (d=1.04–3.09). Two found none. The 2020 RCT found no effect on the PSP scale.
- conditions / moderators
- the sources do not identify which individuals benefit. The 2017 review calls for work on what predicts benefit.
Cognitive remediation plus treatment as usual decreases emotion recognition latency in UHR individuals
confidence — direction: highconfidence — magnitude: mediumconsensus: thin
- mechanism
- not established. The authors suggest possible cognitive plasticity, if participants engage enough to practise the skills.
- effect
- faster emotion recognition, latency b from –152.0 to –226.8 (p from 0.01 to 0.002) at treatment cessation.
- conditions / moderators
- exploratory outcome. In secondary regression, better baseline social and role functioning predicted larger gains.
Baseline status is associated with the size of gains in UHR individuals
confidence — direction: mediumconfidence — magnitude: lowconsensus: thin
- mechanism
- not established. The pattern for worse baseline performance is consistent with regression to the mean.
- effect
- worse baseline executive function and visual memory predicted larger gains in those domains at 12 months. Better baseline social and role functioning predicted larger emotion recognition gains.
- conditions / moderators
- secondary regression analyses of one RCT. Gautam (2025) separately reports better response in adolescents and early adults and greater responsiveness in early-stage illness, with no effect sizes.
Social cognitive training has no measured effect on social cognition in UHR individuals because the outcome was not assessed
confidence — direction: not applicableconfidence — magnitude: not applicableconsensus: thin. This is an absence of evidence.
- mechanism
- not applicable.
- effect
- no evidence. The one trial that added social cognitive remediation had no social cognitive outcome measure.
- conditions / moderators
- not established.
The separate effect of cognitive remediation on transition to psychosis cannot be determined
confidence — direction: not applicableconfidence — magnitude: not applicableconsensus: thin. This is an absence of evidence.
- mechanism
- not applicable.
- effect
- no isolable estimate. The only study delivered CR as part of an integrated treatment.
- conditions / moderators
- not established.
Cognitive remediation increases cognition and functional outcomes in schizophrenia and psychosis populations
confidence — direction: highconfidence — magnitude: mediumconsensus: settled for cognition in these populations, leaning toward an increase. Functional effects are mixed evidence.
- mechanism
- training of cognitive functions. Gautam (2025) proposes that CR influences brain plasticity and restores neural networks in early psychosis. The claim reports no neuroimaging measurements.
- effect
- increase. In schizophrenia, global cognition d=0.45 (95% CI 0.31–0.59), functional outcomes d=0.42 (95% CI 0.22–0.62), and cognition at follow-up d=0.43 (95% CI 0.18–0.67). In inpatients with psychosis, processing speed g=0.48, memory g=0.48, working memory g=0.56. Average dropout was 7%.
- conditions / moderators
- the inpatient meta-analysis found heterogeneity across studies and moderate methodological quality. It found an indication of gains in vocational, social, and global functioning, but "less reliable". Functional effects were greater when psychiatric rehabilitation was also provided. In a meta-analysis of 23 studies and 1819 patients, combined rehabilitation and CR gave SMD=0.41 for employment rate and SMD=0.24 for social skills.