Application of the "generalization map" to a self-control intervention with school-aged children.

Five elementary kids learned a full self-control package. They set daily goals, tracked their own math work, gave themselves points, and picked prizes.

The trainer taught the skills in one classroom. Then the kids moved to new rooms, new teachers, and new math sheets. The team watched to see if the gains stuck without prompts.

Math scores jumped in every kid. The skills also spread to twelve of fifteen untested areas. Kids stayed on task with different teachers, at different times, and with harder worksheets.

When the package was taken away, scores dropped. When it came back, scores rose again. This ABAB pattern shows the kids, not luck, caused the change.

Castelloe et al. (1993) later warned that self-management often locks in old skills but rarely spreads on its own. The 1984 study is one bright spot they cite where broad generalization did happen.

Plant et al. (2007) added a trick: keep one small cue, like a goal card, in both training and new rooms. That tiny common stimulus can push transfer even further.

Glover et al. (1976) tried parent training and saw gains stay at home but vanish at school. The 1984 classroom package worked because the kids carried the cues and rules inside their own heads.

You can teach kids to be their own behavior analyst. Pack the intervention with goals, self-monitoring, and rewards. Then probe in new rooms, with new adults, and with tougher tasks. If you see 80 % of probes pass, you have a working generalization map you can reuse with the next learner.