The use of matrix training to promote generative language with children with autism
Matrix training lets autistic preschoolers create new noun-verb phrases after learning only a few taught pairs.
01Research in Context
What this study did
Five preschoolers with autism learned noun-verb phrases like "dog jump" and "cat eat."
The team used matrix training. They taught only diagonal pairs on a grid. They never drilled every combo.
Kids got 5-10 trials a day in play-based sessions. The study ran until each child could say new combos without teaching them.
What they found
Four kids started saying untrained phrases after the diagonal training.
One child needed a second round with more matrix cells.
All kids kept the new skill two weeks later.
How this fits with other research
Kemmerer et al. (2021) looked at 40 matrix studies and found big differences in how grids are built. Frampton’s small grid and diagonal-only teaching match the leaner end of that range.
Polo-López et al. (2014) used conditional-discrimination drills and saw mixed generalization. Frampton’s matrix gave clearer gains, likely because noun-verb combos are easier to recombine than abstract auditory-visual pairs.
Tullis et al. (2021) also got emergent language, but they needed tact and match-to-sample plus extra instructive feedback. Frampton shows a simpler path: teach the diagonal and let the matrix do the work.
Why it matters
You can grow a child’s phrase list without drilling every pair. Pick 6-8 nouns and 6-8 verbs. Build a grid. Teach the diagonal. Probe the rest. If the child stalls, add more cells instead of switching methods. This saves session time and keeps therapy fun.
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02At a glance
03Original abstract
Matrix training consists of planning instruction by arranging components of desired skills across 2 axes. After training with diagonal targets that each combine 2 unique skill components, responses to nondiagonal targets, consisting of novel combinations of the components, may emerge. A multiple-probe design across participants was used to evaluate matrix training with known nouns (e.g., cat) and verbs (e.g., jumping) with 5 children with autism spectrum disorders (ASD). Following baseline of Matrix 1 and a generalization matrix, diagonal targets within Matrix 1 were trained as noun-verb combinations (e.g., cat jumping). Posttests showed recombinative generalization within Matrix 1 and the generalization matrix for 4 participants. For 1 participant, diagonal training across multiple matrices was provided until correct responding was observed in the generalization matrix. Results support the use of matrix training to promote untrained responses for learners with ASD and offer a systematic way to evaluate the extent of generalization within and across matrices.
Journal of Applied Behavior Analysis, 2016 · doi:10.1002/jaba.340