Newspaper article The Canadian Press

Quebec Schools Develop Algorithm to Detect Students at Risk of Dropping Out

Newspaper article The Canadian Press

Quebec Schools Develop Algorithm to Detect Students at Risk of Dropping Out

Article excerpt

Algorithm helps Quebec schools identify dropouts


MONTREAL - Eric Racine, head of a school board east of Montreal, says it's rarely obvious to educators which students will give up on school.

So in a province that has some of the worst high school dropout rates in the country, his board has enlisted a computer algorithm to help pinpoint students at risk.

Along with data specialists at accounting firm Raymond Chabot Grant Thornton, the Val-des-Cerfs school board in Quebec's Eastern Townships last year developed a computer calculation that has proven remarkably accurate.

Racine says the new measure can find students in Grade 6 who are at significant risk of dropping out of school three years later -- with 92 per cent accuracy.

Many students quit school without teachers ever having considered them to be high-risk, he said.

"A student would have a 75 per cent final grade one year, then 72 per cent the next year, followed by 69 per cent -- they pass every year," Racine said in an interview.

"But the trajectory is downwards -- and it's these students who we realized were vulnerable."

In order to develop the profile of an at-risk student, the Val-des-Cerfs board and the accounting firm analysed more than 300 data points collected on 60,000 students since 2002.

The data included academic results as well as statistics related to financial aid, absenteeism, disciplinary measures and frequent changes in home address.

Looking at all students at the end of Grade 6, the model correctly identified 92 per cent of those who would drop out in Grade 9.

At the end of the 2017-18 school year, the model identified about 90 students going into Grade 7 this fall considered in danger of dropping out. The factors placing each student at risk were sent to individual schools so they could develop strategies to help the children.

The program cost the school board $20,000 to develop, Racine said. …

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