Insights

IQ Was the Weakest Predictor of Daily Life

A scoping review of twelve studies asked what forecasts a child’s day-to-day functioning in autism. The answer was rarely intelligence alone. It was intelligence, age, and severity working together.

What the research found

A team led by Purboyo Solek set out to answer a deceptively simple question. In autism, what actually predicts a child’s ability to manage daily life? Not a test score on paper, but the practical business of communicating, dressing, coping, and getting along with others. The researchers gathered twelve studies and read them side by side. Together those studies covered 4,087 young people aged one to thirty. Of these, 3,349 had autism spectrum disorder and 838 were typically developing children who served as a comparison group.

This is a scoping review. It is worth being clear about what that means. The authors did not run a new experiment or pool the numbers into a single combined statistic. They surveyed the existing evidence, mapped what has been studied, and reported where the findings agree. A scoping review can tell you what the field currently believes and where the gaps lie. It cannot, on its own, prove that one thing causes another. Keep that in mind as the findings arrive.

The central finding is a quiet correction to a common assumption. Intelligence quotient, the familiar IQ score, was a surprisingly poor guide to daily functioning. The largest single study within the review, of 2,225 children, found that IQ was a weak predictor across every practical domain except communication. Adding the age at which a child was diagnosed noticeably improved the predictions. The authors of that study concluded that everyday ability is dynamic, shaped by developmental timing rather than by a fixed number. Across the whole review, the researchers describe a persistent and substantial gap between IQ scores and adaptive behaviour scores, present at every age at diagnosis.

If IQ alone is not the answer, what is? The most useful pattern came from a study of 220 children. It identified a significant three-way interaction between age, intellectual functioning, and symptom severity. In plain terms, no single factor forecasts how a child copes. The three combine, and they combine differently for different children. A high IQ does not cancel out severe symptoms; a young age changes how both matter. This is why the authors argue that support has to be individualised rather than pegged to any one measurement.

Two further threads are worth noting for honesty’s sake. Physical measures showed promise: in 86 children, subtle features of walking, such as foot contact timing and forefoot force, correlated with social responsiveness even after IQ was accounted for. And several studies pointed to biological markers, including raised cortisol, disrupted sleep-wake rhythms, and elevated serum zonulin linked to communication difficulty. These are early, small, and not yet ready to guide decisions. They are signals that the picture is broader than a cognitive test, not tools for a parent to act on today.

What it means for you and your child

The most practical message here is reassuring and clarifying at once. A single number does not describe your child’s future. If your child has been given an IQ score, whether high or low, this review is direct evidence that the score is an incomplete guide to how they will manage communication, self-care, or friendship. Children with strong cognitive scores can still struggle with daily living, and the review documents exactly that gap. Do not let one figure, in either direction, set your expectations.

What seems to matter more is the combination of factors and the timing. Age at diagnosis kept improving the predictions across studies, which points, gently, towards the value of understanding your child early and well. That is not a promise that earlier is always better, and this review cannot establish that support changes outcomes; it only maps what predicts them. But it does suggest that a full, current picture of your child, rather than a single historic test, is the more honest basis for planning.

For anyone supporting a child, the takeaway is to resist shortcuts. If a school, a clinic, or a programme relies on IQ alone to decide what your child needs or can achieve, this evidence gives you fair grounds to ask for more. Adaptive functioning, measured directly through everyday skills in communication, daily living, and socialisation, deserves its own assessment. The strongest predictor of daily ability, across these studies, was cognitive ability considered alongside severity and age, not cognition standing on its own.

It is also worth holding the findings loosely. The authors are candid about the limits. Most of the studies concentrated on higher-functioning autism compared with typically developing children, leaving children with greater support needs underrepresented. The assessment tools varied so much that direct comparison was difficult. Many studies measured symptom severity rather than functioning itself. And there was little long-term data tracking how these factors interact over years. This is a map of promising signals, not a settled verdict.

So what can you reasonably take home? That your child is more than a score. That the sensible questions are practical ones, about what they can do now and what support builds on that. And that anyone offering a confident prediction from a single measurement is claiming more than the evidence allows. The value of a review like this is not a new certainty. It is permission to see your child in full, and to expect the people around them to do the same.

Drawn from: Solek P, Nurfitri E, Prasetya T, Rizqiamuti AF, Sahril I, Burhan, Gamayani U, Rusmil K, Afriandi I, Chandra LA, Gunawan K. Predictors of functional ability in autism spectrum disorder: A scoping review. Tzu Chi Medical Journal. 2026;38(1):48-58. doi:10.4103/tcmj.tcmj_319_24. PMC12885451. This essay is written for families; the paper itself is the fuller, technical account.

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