Meta-Analysis: Class Size Doesn't Really Matter

Meta-Analysis: Class Size Doesn't Really Matter

A survey of research on the impact of small class sizes found evidence that "suggests at best a small effect on reading achievement" and "a negative, but statistically insignificant, effect on mathematics."

The research was undertaken by three people at the Danish Center for Social Science Research and published by Norway-based Campbell Collaboration. The project initially began with findings from 127 relevant studies produced in 41 countries that measured the effects of class size on academic achievement up to February 2017; that was eventually winnowed down to just 10 studies for a meta-analysis.

As a report on the findings noted, reducing class size is "costly" and may even be "counterproductive" for some students. It's an approach that has been "tried, debated and analyzed for several decades" and has led to the persistent idea in education research that smaller classes can perk up student outcomes. Such thinking is certainly true in the United States. According to data from the National Center for Education Statistics, class size dwindled from 22.3 in 1970 to 15.3 by 2008; that represented 15 students for every one teacher. The Great Recession, however, pushed those numbers back up; by the 2011-2012 school year, the latest numbers available, the average elementary class size was 21.2 and the secondary class size was 26.8.

Yet, as the researchers' concluded, while "some evidence" suggests an impact on reading achievement after reducing class sizes, the effect is "very small." And the effect on math achievement "was not statistically significant."

So how could small class size impair learning? As explained in a Hechinger article, the thinking goes like this. The smaller the class sizes, the more teachers needed to cover the classes. It's possible that any new hires would "downgrade" overall teacher quality. And what would you rather have, asked author Jill Barshay? Placing your child "in a small class with an average teacher" or a "larger class with a good teacher"?

As the report concluded, maybe the funding dedicated to hiring more teachers could be better spent elsewhere.

The report is openly available on the Campbell Collaboration website.

About the Author

Dian Schaffhauser is a former senior contributing editor for 1105 Media's education publications THE Journal, Campus Technology and Spaces4Learning.

Featured

  • a cloud, an AI chip, and a padlock interconnected by circuit-like lines

    CrowdStrike Report: Attackers Increasingly Targeting Cloud, AI Systems

    According to the 2025 Threat Hunting Report from CrowdStrike, adversaries are not just using AI to supercharge attacks — they are actively targeting the AI systems organizations deploy in production. Combined with a surge in cloud exploitation, this shift marks a significant change in the threat landscape for enterprises.

  • digital learning resources including a document, video tutorial, quiz checklist, pie chart, and AI cloud icon

    Quizizz Rebrands as Wayground, Announces New AI Features

    Learning platform Quizizz has become Wayground, in a rebranding meant to reflect "the platform's evolution from a quiz tool into a more versatile supplemental learning platform that's supported by AI," according to a news announcement.

  • Schoolchildren Work on Personal Computers

    Code.org Reinvents Hour of Code as Hour of AI

    Education nonprofit Code.org has partnered with CSforALL to launch the Hour of AI, a global initiative providing learning activities for AI education.

  • student holding a smartphone with thumbs-up and thumbs-down icons, surrounded by abstract digital media symbols and interface elements

    Teaching Media Literacy? Start by Teaching Decision-Making

    Decision-making is a skill that must be developed — not assumed. Students need opportunities to learn the tools and practices of effective decision-making so they can apply what they know in meaningful, real-world contexts.