[Research Paper] Is Social Media Regulation Asking the Wrong Question? Education Policy, Not Platform Policy, Explains Generational Vulnerability

Working Paper · SSRN · v6.11 / 2026.05.11

In December 2024, Australia became the first country to legislate a blanket ban on social media access for users under sixteen. Within months, eleven U.S. states enacted school-based restrictions. The European Union expanded youth protection requirements across twenty-seven member states under the Digital Services Act.

The regulatory momentum is global, bipartisan, and accelerating.

Whether any of these measures has actually improved adolescent mental health, however, is a separate question. No country has yet produced causal evidence that it has.

In a new working paper published on SSRN, I argue that the social media debate is missing its most consequential variable. The variable is not a platform. It is a curriculum.

The dominant narrative — and what it leaves out

Much of the current regulatory momentum traces to a single inflection point: Jonathan Haidt’s The Anxious Generation (2024). The book crystallized a decade of concern into a compelling story — that the “great rewiring” of childhood through smartphones and social media had caused an epidemic of adolescent mental illness. Policymakers found in Haidt’s framework both a diagnosis and a prescription: if social media is the cause, then restricting social media is the cure.

The paper does not dispute Haidt’s correlational data. Adolescent mental health has indeed deteriorated across developed nations over the past decade. Smartphone and social media adoption coincides with the timeline. Certain patterns of use are associated with negative outcomes.

The claim is narrower and sharper: social media is better understood as a catalyst operating on pre-existing structural vulnerability than as a root cause generating that vulnerability from scratch.

What got eroded

The structural vulnerability in question is what the paper calls criteria-setting capacity — the ability to generate, select, and revise internal evaluative standards for judging external information.

When a young person encounters a question like “is this person’s behavior acceptable?”, the operative question is not whether they can produce an answer. It is where the criteria for that answer have come from. For someone whose internal standards have been formed, the criteria are recognizably their own. For someone whose internal standards have not been formed, the criteria are typically those reflected back from the surrounding feedback environment — the visible reactions in videos, comments, and likes.

The judgment is still being rendered. The standard by which it is rendered has been externally supplied.

This capacity is not innate. It is developed through education — specifically, through subjects that train individuals to ask not “what is the right answer?” but “by what criteria am I judging, and why these criteria?”: philosophy, ethics, logic, structured moral reasoning.

When national curricula systematically eliminated or marginalized these subjects, they left generations of individuals without the internal criteria to evaluate external feedback. Social media, with its real-time metrics of approval — likes, followers, view counts — became the most efficient mechanism for filling this evaluative vacuum.

But it is a mechanism, not a cause. Remove social media, and the vacuum remains.

The 11-country comparison

The paper analyzes eleven countries across four regions — East Asia, Northern Europe, Western Europe, and the Anglosphere — and produces a 2×2 framework mapping criteria-setting education (present/absent) against social pressure (high/low).

Two distinct failure modes emerge:

Absence. Criteria-setting education has been eliminated, and the capacity itself fails to form. South Korea: 40.1% problematic-use rate. Taiwan: 42.6%.

Suppression. Education is present, but social pressure functionally substitutes internal criteria with group-endorsed standards. Japan and Singapore exhibit this pattern.

Countries where criteria-setting education is present and social pressure is low produce a strikingly different outcome: the Netherlands at 5% problematic-use rate, Germany at 11.1%.

That is approximately an eightfold difference between the worst-performing Absence-quadrant cases and the best-performing Education+Low-Pressure cases.

The argument

No country has yet produced causal evidence that social media regulation improves youth mental health outcomes. The paper does not claim to disprove the possibility — it claims that the design of the regulatory program, in the absence of education reform, is structurally incomplete.

Regulation addresses the visible symptom (compulsive scrolling, feed-driven mood swings, comparison fatigue). It leaves the cause — the absence of internal evaluative standards — untouched.

A generation that cannot generate its own criteria will find another mirror.

Full paper on SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6745258

Jeong, Y. (2026). Is social media regulation asking the wrong question? Education policy, not platform policy, explains generational vulnerability. SSRN Working Paper.

Licensed under CC BY-NC-ND 4.0. — Gungri Research Lab