Writing speed
How efficiently the child writes.
Oppimi with the University of Parma, 2019A stylus records not only what a child writes, but how: every movement, pause and lift of the pen. Try it yourself below, then see what Oppimi does with it.
Write "le le le" or your name with a stylus, a finger or the mouse. Every movement is read about 200 times a second, the way the Oppimi engine reads a child's writing.
This demo shows the kind of signals Oppimi records. The engine in the app uses more measures, quality checks and its own scoring, which are not shown here.
Each check is a short expedition through Gotopia. Every writing activity in it goes through the same four steps, in a few seconds.
The stylus reports position, pressure and time about 200 times a second: x, y, pressure, time.
Each recording is checked for quality: enough readings, a steady sampling rate, a usable pressure signal. Weak recordings are flagged, not scored.
The engine computes measures of the finished page (size, alignment) and of the movement (speed, pauses, lifts, time in the air, smoothness, pressure).
Measures become plain-language levels in the report, compared with the child's own earlier checks. No diagnosis, no ranking.
Studies with digital pens show that children who find writing hard differ most in how they write: more pauses, more pen lifts, more time with the pen in the air. Each Oppimi measure is chosen from peer-reviewed research.
How efficiently the child writes.
Oppimi with the University of Parma, 2019Planning between strokes, while the pen is lifted.
Rosenblum, Parush & Weiss, 2003Interruptions in the writing movement.
Paz-Villagrán, Danna & Velay, 2014How automatic each stroke is: fluid, or broken into small corrections.
Danna, Paz-Villagrán & Velay, 2013How the pen is held and pressed on the screen.
Asselborn et al., 2018How regular and readable the writing is on the line.
Oppimi with the University of Parma, 2019Remembering a sequence of lights shown on screen.
Corsi block-tapping paradigmThe engine uses further measures, quality checks and its own scoring. They are part of Oppimi's technology and are not published here.
The engine was built and tested on recordings from Oppimi's pilots with schools, clinics, a hospital and a university in 2018 and 2019.
388 primary-school children copied a sentence twice, as fast and as neatly as they could. Oppimi's handwriting measures showed acceptable internal consistency (Cronbach's α = .78), and writing time was closely linked to how the pen moved.
Correlation with writing time; all p < .001. Oppimi with the University of Parma, presented at the AIRIPA national congress, 2019. Pilot figures are counted in aggregate; no child can be identified.
Oppimi describes how a child writes. Only a qualified professional can diagnose a learning difficulty.
Children are compared with their own earlier checks, never ranked against classmates.
Every measure in the report has a plain-language explanation and a research basis.
Personal details are encrypted on the device. Data is never sold.