Study finds remote learning failed to include vulnerable students effectively

Vulnerable students, including those with learning disabilities and low-income backgrounds, experienced reduced educational inclusion and access during remote learning periods.
Teachers saw the gap. The system didn't bend to close it.
Remote learning amplified educational inequality despite teachers' genuine efforts to adapt and connect with students.

Numa época em que o mundo inteiro foi forçado a reinventar o ensino, investigadores da Universidade do Porto descobriram que a adaptação digital dos professores, embora notável, deixou para trás os alunos que mais precisavam de ser alcançados. O estudo 'Educação em Tempos de Exceção', que acompanhou 1.306 docentes entre 2020 e 2021, revelou uma contradição profunda: quanto mais o sistema se orgulhava da sua resiliência tecnológica, mais se tornava visível a sua incapacidade de proteger os mais vulneráveis. A pandemia não criou esta desigualdade — apenas a iluminou com uma clareza difícil de ignorar.

  • Apesar de os professores terem relatado experiências globalmente positivas com o ensino à distância, a inclusão de alunos com dificuldades de aprendizagem, baixos rendimentos ou outras vulnerabilidades foi considerada claramente insuficiente.
  • O ensino remoto exigiu muito mais tempo de preparação do que o ensino presencial, sobrecarregando os docentes e reduzindo a sua capacidade de personalizar o apoio para quem mais precisava.
  • As condições que permitiram aos professores mais experientes e equipados prosperar — acesso digital, suporte técnico, flexibilidade — eram precisamente as que faltavam aos alunos em situação de maior fragilidade.
  • Os investigadores reconhecem que este estudo é apenas o ponto de partida, planeando análises comparativas entre 2020 e 2021 e entrevistas aprofundadas para compreender como o ensino à distância agravou as desigualdades educativas.

Investigadores da Universidade do Porto documentaram uma contradição perturbadora no ensino pandémico: os professores adaptaram-se surpreendentemente bem ao digital, mas não conseguiram levar consigo os alunos mais vulneráveis.

O estudo 'Educação em Tempos de Exceção', desenvolvido pelo Centro de Investigação e Intervenção Educativas, inquiriu 1.306 docentes em dois momentos distintos — entre maio de 2020 e março de 2021. A amostra era maioritariamente feminina e experiente, com uma média de 50 anos de idade e 25 anos de carreira.

Os dados revelaram um paradoxo claro. Os professores descreveram a transição para o ensino digital de forma globalmente positiva: sentiram que aprofundaram relações com alunos e famílias e desenvolveram novas competências tecnológicas. Mas quando a questão era a inclusão — de alunos com dificuldades de aprendizagem, com poucos recursos económicos ou outras vulnerabilidades — o tom mudava por completo. A investigadora Sofia Pais foi direta: a inclusão destes alunos 'não foi devidamente alcançada' durante o ensino à distância.

A sobrecarga de preparação de aulas agravou o problema. Com mais tempo exigido para planear cada sessão, os docentes tinham menos margem para adaptar o ensino a quem mais precisava de atenção individualizada. O sistema recompensou quem já tinha condições — e deixou os restantes mais expostos.

Os investigadores não encerram aqui a análise. Pedro Ferreira sublinhou que este é apenas o primeiro passo de uma série de investigações, que incluirá comparações entre os dois anos letivos, o estudo de grupos específicos de professores e entrevistas aprofundadas com educadores e gestores escolares. A pergunta que orienta este trabalho futuro é tão urgente quanto necessária: como evitar que uma próxima crise reproduza as mesmas desigualdades?

Researchers at the University of Porto have documented a troubling gap in pandemic education: while teachers adapted remarkably well to remote instruction overall, they largely failed to bring vulnerable students along with them.

The study, called "Education in Times of Exception," emerged from the Centre for Educational Research and Intervention at the university's psychology and education faculty. Between May 2020 and March 2021, investigators surveyed 1,306 teachers across two distinct periods, asking them to reflect on how they had transformed their work during school closures. The sample skewed female and experienced—the average respondent was 50 years old with 25 years in the classroom.

What the data revealed was a paradox. Teachers reported genuinely positive experiences with the shift to digital teaching. They felt they had strengthened relationships with students and parents. They had developed new technological competencies. The overall perception of remote learning, according to researcher Pedro Ferreira, was "globally and positively surprising." Yet when investigators asked specifically about inclusion—about whether students with learning disabilities, low incomes, or other vulnerabilities had been effectively reached—the answer changed entirely. According to Sofia Pais, one of the study's lead researchers, teachers perceived the inclusion of these students as "not properly achieved" during distance learning. The report states plainly: "In the perception of many participating teachers, the inclusion of students with certain difficulties or vulnerabilities was globally poorly achieved in the implementation of the remote teaching model."

The burden fell partly on teachers themselves. Remote instruction demanded substantially more time for lesson preparation than classroom teaching had. Teachers felt penalized by this workload even as they recognized positive dimensions of their adaptation. The expansion of preparation time became a constraint that made it harder to customize instruction for students who needed it most.

What emerges from the study is not a story of teacher failure but of systemic inequality made visible. The same conditions that allowed experienced, resourced educators to thrive—digital access, technical support, flexibility in scheduling—were precisely the conditions many vulnerable students lacked. Teachers could see this gap clearly. They reported it honestly. But the structure of remote learning, as it was implemented, did not bend easily to accommodate it.

The researchers framed this as a beginning rather than a conclusion. Ferreira emphasized that the study is "only the start" and a "first step toward a series of other investigations." The team plans to dig deeper into the differences between 2020 and 2021, to examine specific groups of teachers, and to understand how the various dimensions of remote teaching interconnected. They intend to conduct interviews with educators and administrators holding different roles and perspectives, gathering the kind of granular detail that surveys alone cannot capture. The question driving this next phase is clear: how did the pandemic's disruption reshape educational inequality, and what would it take to prevent that from happening again?

The inclusion of students with certain difficulties or vulnerabilities was globally poorly achieved in the implementation of the remote teaching model.
— Study report, University of Porto
The perception of teachers about remote learning was globally and positively surprising, with positive effects on student relationships and digital skill development.
— Pedro Ferreira, researcher
The Hearth Conversation Another angle on the story
Inventor

The study found teachers felt positive about remote learning overall. How do you square that with the finding that vulnerable students were left behind?

Model

It's not contradictory, actually. A teacher can genuinely improve their digital skills and feel closer to their students while simultaneously failing to reach the students who needed the most help. The positive feelings were real. The exclusion was also real.

Inventor

But if teachers perceived the problem—if they saw that vulnerable students weren't being included—why didn't they solve it?

Model

Because perception and capacity are different things. A teacher can see a student struggling without having the time, resources, or training to actually help them. The study found that remote teaching demanded more preparation time, not less. Teachers were already stretched.

Inventor

So the system itself was the problem, not the teachers.

Model

Partly. But the system is made of choices. Remote learning could have been designed with vulnerable students in mind from the start. It wasn't. Teachers adapted brilliantly to what they were given, but what they were given didn't include the scaffolding those students needed.

Inventor

What happens next? Does the university plan to actually fix this?

Model

They're planning deeper research—comparing data across 2020 and 2021, interviewing teachers with different roles and experiences. The goal is to understand not just that the problem exists, but why it exists and what conditions would prevent it in the future. It's methodical work, not a quick fix.

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