New study provides first practical guide to conducting umbrella reviews in education
As the demand for evidence-based decision-making continues to grow in education, the proliferation of systematic reviews has created both opportunity and challenge. While these reviews provide valuable insights, their volume and variability often make it difficult for educators, policymakers, and researchers to extract clear conclusions. Umbrella reviews—also known as "reviews of reviews"—address this issue by offering a higher-level synthesis of existing evidence. However, until now, there has been a notable lack of methodological guidance tailored specifically to the educational field.
A newly published study, "How to Conduct Umbrella Review in Education? A Step-by-Step Methodological Guide Through a Case Study in Digital Diaries," published in ECNU Review of Education on 17 March, 2026, introduces the first comprehensive, practice-oriented framework specifically designed to guide umbrella reviews in the field of education. Authored by Mónica Fontana and Celia Camilli Trujillo, the paper introduces a structured, practical, and accessible guide to conducting umbrella reviews—an advanced research method that synthesizes findings from multiple systematic reviews.
Drawing on a real-world case study focused on digital diaries in education, the authors present a detailed, step-by-step framework that guides readers through every phase of the umbrella review process—from formulating research questions to synthesizing results. Unlike existing guidelines, which are largely rooted in health sciences and quantitative research, this study adapts the methodology to the unique characteristics of educational research, including qualitative approaches and diverse learning contexts.
The relevance of this work is underscored by the current scarcity of umbrella reviews in education. According to the authors' analysis, only a very small fraction of educational research employs this method, despite its potential to provide comprehensive and generalizable insights. By offering a clear methodological pathway, the study empowers researchers—particularly early-career scholars—to adopt this powerful tool and contribute to more robust evidence synthesis in the field.
At the heart of the paper is a practical guide structured around key phases of an umbrella review. These include defining the research problem, establishing inclusion and exclusion criteria, designing a search strategy, extracting and coding data, and synthesizing findings. Each phase is accompanied by theoretical explanations, common challenges, and actionable solutions, making the guide both rigorous and user-friendly.
The case study on digital diaries further enhances the paper's contribution by demonstrating how the methodology can be applied in practice. Digital diaries—often associated with digital storytelling—are increasingly recognized as a powerful educational tool that fosters student engagement, reflection, and the development of 21st-century literacies. The umbrella review conducted in the study reveals that digital diaries are used across a wide range of contexts, including formal education, health training, language learning, and civic engagement.
Importantly, the study not only synthesizes existing evidence but also identifies gaps and inconsistencies in the literature. For example, while digital diaries are widely promoted for their educational benefits, the role of teachers in their implementation remains unclear, highlighting an area for future research.
Beyond its specific findings, the publication makes a broader contribution to the advancement of research methods in education. By integrating theory with practice and addressing real methodological challenges, it sets a new standard for how umbrella reviews can be conducted and reported in non-clinical fields.
The implications are far-reaching. For researchers, the guide offers a reliable framework to produce high-quality evidence syntheses. For educators and policymakers, it enhances access to consolidated knowledge that can inform teaching practices and educational policies. And for the academic community as a whole, it represents a step forward in strengthening the methodological rigor and impact of educational research.
Journal
ECNU Review of Education
Method of Research
Case study
Article Title
How to Conduct Umbrella Review in Education? A Step-by-Step Methodological Guide Through a Case Study in Digital Diaries\\
Parental academic pressure has a hidden cost: New study links distinct learning burdens to burnout and achievement
Academic pressure from parents is a familiar part of many adolescents' school lives. It is often assumed to simply make students feel "more stressed." But a new study published in the European Journal of Psychology of Education suggests a more nuanced picture: parental pressure may shape how students experience the costs of learning, and those costs do not all matter in the same way.
Surveying 616 Chinese seventh-grade students, the researchers found that stronger perceived parental academic pressure was associated with four distinct forms of motivational cost: effort cost, opportunity cost, psychological cost, and emotional cost. These dimensions were then linked in different ways to two key outcomes, school burnout and academic achievement.
The findings are especially relevant in early adolescence, when students are adjusting to the demands of middle school and parents often place growing emphasis on academic success. At this stage, external expectations can become intertwined with how students evaluate the effort, sacrifice, emotional strain, and self-worth implications involved in studying.
In a study published online on 24 March, 2026, researchers led by Dr. Yi Jiang examined the learning experiences of 616 Chinese seventh-grade students.
"Although parental expectations can support academic achievement, excessive pressure may be counterproductive," the research team explains. "It can shape how students perceive the costs of learning, and different types of cost may matter for different academic outcomes."
Importantly, these costs did not function in the same way:
- For school burnout, the most important mediators were emotional cost and opportunity cost. Students who felt more pressure from parents were more likely to report emotional strain and a sense that studying required sacrificing other valued parts of life, and these two costs were linked to greater burnout.
- For academic achievement, effort cost and emotional cost were associated with lower achievement, whereas psychological cost showed the opposite pattern and was positively associated with achievement. Although this may seem counterintuitive at first, it suggests that in high-pressure academic settings, concerns about self-worth and fear of failure may sometimes coexist with strong performance, especially among students who are highly invested in meeting expectations.
The study further suggests that the associations linking parental academic pressure and perceived cost to adolescents' burnout and achievement may be broadly similar for boys and girls, even though girls reported somewhat higher levels of some perceived costs.
"These findings highlight the need for context-sensitive interventions that directly address the specific motivational barriers students face," the authors note. "It may not be enough to target academic pressure in general. Interventions may be more effective when they focus on the particular types of cost students experience. This multidimensional view of cost is one of the study's central contributions."
Academic pressure from parents is a familiar part of many adolescents' school lives. It is often assumed to simply make students feel "more stressed." But a new study published in the European Journal of Psychology of Education suggests a more nuanced picture: parental pressure may shape how students experience the costs of learning, and those costs do not all matter in the same way.
Surveying 616 Chinese seventh-grade students, the researchers found that stronger perceived parental academic pressure was associated with four distinct forms of motivational cost: effort cost, opportunity cost, psychological cost, and emotional cost. These dimensions were then linked in different ways to two key outcomes, school burnout and academic achievement.
The findings are especially relevant in early adolescence, when students are adjusting to the demands of middle school and parents often place growing emphasis on academic success. At this stage, external expectations can become intertwined with how students evaluate the effort, sacrifice, emotional strain, and self-worth implications involved in studying.
In a study published online on 24 March, 2026, researchers led by Dr. Yi Jiang examined the learning experiences of 616 Chinese seventh-grade students.
"Although parental expectations can support academic achievement, excessive pressure may be counterproductive," the research team explains. "It can shape how students perceive the costs of learning, and different types of cost may matter for different academic outcomes."
Importantly, these costs did not function in the same way:
- For school burnout, the most important mediators were emotional cost and opportunity cost. Students who felt more pressure from parents were more likely to report emotional strain and a sense that studying required sacrificing other valued parts of life, and these two costs were linked to greater burnout.
- For academic achievement, effort cost and emotional cost were associated with lower achievement, whereas psychological cost showed the opposite pattern and was positively associated with achievement. Although this may seem counterintuitive at first, it suggests that in high-pressure academic settings, concerns about self-worth and fear of failure may sometimes coexist with strong performance, especially among students who are highly invested in meeting expectations.
The study further suggests that the associations linking parental academic pressure and perceived cost to adolescents' burnout and achievement may be broadly similar for boys and girls, even though girls reported somewhat higher levels of some perceived costs.
"These findings highlight the need for context-sensitive interventions that directly address the specific motivational barriers students face," the authors note. "It may not be enough to target academic pressure in general. Interventions may be more effective when they focus on the particular types of cost students experience. This multidimensional view of cost is one of the study's central contributions."
Journal
European Journal of Psychology of Education
European Journal of Psychology of Education
DOI
Method of Research
Survey
Survey
Subject of Research
People
People
Article Title
Perceived parental academic pressure and adolescent students‘school burnout and achievement: Different types of cost as mediators
Perceived parental academic pressure and adolescent students‘school burnout and achievement: Different types of cost as mediators
Article Publication Date
24-Mar-2026
24-Mar-2026
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