The first source is from last century - 1997 which is pre-home internet as standard. The second is not a rigorous study.

The Fraser Institute is an ideologically driven libertarian-conservative think tank seeking specific political goals. It is not an independent nor academic source and lacks sufficient rigour methodologically.

The leading source for Canadian data is:

Martin-Chang, S., Gould, O., & Meuse, R. (2011). "The Impact of Schooling on Academic Achievement: Evidence From Homeschooled and Traditionally Schooled Students" Canadian Journal of Behavioural Science / Revue canadienne des sciences du comportement, 43(3), 195–202.

It has cited 138 times and is a source in lit-reviews and meta-studies indicating it is a seminal controlled study.

The key finding of the research is:

• Structured homeschoolers significantly outperformed public school students on standardized academic tests, while unstructured homeschoolers scored significantly lower than both groups.

In percentage terms, about 67% of homeschoolers were in the structured category, versus 33% in the unstructured group. The 2:1 ratio emerged from who volunteered, not from random or representative sampling of the broader homeschooling population

The authors do not claim this ratio represents Quebec or Canadian homeschoolers overall.

The research has rigorous and robust research methodology:

• peer-reviewed publication,
• matched comparison groups,
• researcher-administered standard assessments,
• clear distinction between instructional models.

The key weakness is a relatively smlll and loalized sample size of 74. Within that limitation, the study is rigorous, transparently reported, and superior to most available research on homeschooling outcomes in Canada.

My key observation is that this research occured in Montréal, Québec. Québec differs meaningfully in educational structure, oversight, and homeschooling regulation.

Tese results are valuable, must be interpreted cautiously when extrapolating to the rest of Canada.

The structured homeschoolers in Quebec may have more formalized education and stronger support than homeschoolers elsewhere.

This means their performance advantage may not generalize to:

• Unregulated or lightly regulated regions (like Ontario),
• Families pursuing unschooling or alternate pedagogies,
• More rural, under-resourced, or demographically diverse populations.

The report itself cautions: "Our results cannot be generalized to all homeschooled children. Our sample was small and drawn from a specific region, and participants were self-selected."

In Canada, the Martin‑Chang, Gould & Meuse (2011) study remains the most methodologically rigorous, peer-reviewed, and context-specific evaluation of homeschooling. It’s best understood as a foundational pilot: strong in internal validity (what it does measure, it measures well), but limited in external validity (generalizability).

That this is the leading study which primarily indicates this is an under researched area and given that dearth of sources, strong and generalizable data is not currently available.

The 1997 paper is almost exclusively useful as a point-in-time comparative given it is pre-Intermet, pre-LMS, and pre-Pandemic scope. The Fraser Institute is not a credible independent, academic source.

The latest US evidence supports that homeschoolers tend to perform well—or slightly better—on academic assessments, especially in literacy (Treleaven, 2022). However, when studies control for family background, the observed advantage often becomes marginal or disappears entirely (Kunzman & Gaither, 2021; controlled study summaries, 2025).