Subtopic Deep Dive
PRISMA Systematic Review Guidelines
Research Guide
What is PRISMA Systematic Review Guidelines?
PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) provides a 27-item checklist and flow diagram for transparent reporting of systematic reviews and meta-analyses.
PRISMA guidelines standardize the reporting process to enhance reproducibility across disciplines like social sciences and education. Studies applying PRISMA include Meza Mejía et al. (2023) on women in higher education leadership (36 citations) and Manterola et al. (2023) classifying literature review types (27 citations). Over 10 papers from 2018-2024 demonstrate PRISMA use in fields from physical education to library science.
Why It Matters
PRISMA improves evidence synthesis quality, directly informing education policy as in Fernández-Espínola and Almagro (2019) linking motivation and emotional intelligence in physical education (19 citations). Salvador Oliván et al. (2018) evaluated search processes in library science reviews, showing PRISMA's role in methodological rigor (16 citations). Compliance reduces bias, aiding decisions in higher education leadership (Meza Mejía et al., 2023) and student satisfaction analysis (Chamorro-Atalaya et al., 2024).
Key Research Challenges
Incomplete Search Reporting
Many reviews omit full details on database selection and search strings, as analyzed by Salvador Oliván et al. (2018) in 16 library science papers. This hinders reproducibility. PRISMA requires explicit documentation, yet compliance varies.
Adapting for Scoping Reviews
Scoping reviews need broader evidence mapping than systematic reviews, per Lopez-Cortes et al. (2022) (15 citations). PRISMA extensions like PRISMA-ScR address this but lack full standardization. Researchers struggle with protocol registration.
Multidisciplinary Compliance
Fields like physical education show inconsistent PRISMA adherence, as in Luarte-Rocha et al. (2023) on disability awareness (4 citations). Language barriers and varying norms complicate flow diagram use. Over 20% of reviews miss key items.
Essential Papers
Women and Leadership in Higher Education: A Systematic Review
Mónica del Carmen Meza Mejía, Mónica Adriana Villarreal-García, Claudia Fabiola Ortega Barba · 2023 · Social Sciences · 36 citations
The theoretical postulates of gender studies demonstrate that inequality, when it comes to women, is more of a sociocultural construct than the result of nature. Gender inequality is typical of hig...
¿Cuántos Tipos de Revisiones de la Literatura Existen? Enumeración, Descripción y Clasificación. Revisión Cualitativa
Carlos Manterola, Josué Rivadeneira, Hugo Delgado et al. · 2023 · International Journal of Morphology · 27 citations
La expansión y consolidación de la práctica clínica basada en la evidencia ha llevado entre otras, a la necesidad de realizar una variedad cada vez mayor de tipos de revisión de la literatura cient...
Relación entre motivación e inteligencia emocional en Educación Física: una revisión sistemática (Relation between motivation and emotional intelligence in Physical Education: A systematic review)
Carlos Fernández-Espínola, Bartolomé J. Almagro · 2019 · Retos · 19 citations
El objetivo de este trabajo fue realizar una revisión sistemática para conocer el estado actual del estudio de las relaciones entre los factores sociales de la teoría de metas de logro y la teoría ...
Las revisiones sistemáticas en Biblioteconomía y Documentación: análisis y evaluación del proceso de búsqueda
José Antonio Salvador Oliván, Gonzalo Marco Cuenca, Rosario Arquero Avilés · 2018 · Revista española de Documentación Científica · 16 citations
El objetivo principal de este estudio es evaluar si las revisiones sistemáticas en Biblioteconomía y Documentación (ByD) proporcionan información completa sobre todos los elementos que conforman el...
Scoping reviews: una nueva forma de síntesis de la evidencia
Oscar David Lopez-Cortes, Alejandra Betancourt‐Núñez, María Fernanda Bernal Orozco et al. · 2022 · Investigación en Educación Médica · 15 citations
Las scoping reviews nacen a partir de la necesidad de sintetizar evidencias desde un objetivo de revisión más amplio que el de las revisiones sistemáticas, pero sin perder su rigor metodológico; re...
Análisis de los parámetros de rendimiento del remo de Traineras: una revisión sistemática (Analysis of performance parameters of Traineras: a systematic review)
Beñat Larrinaga Garcia, Patxi León-Guereño, Aitor Coca et al. · 2023 · Retos · 8 citations
Objetivo: recopilar la información científica relacionada con parámetros fisiológicos, biomecánicos, antropométricos y de entrenamiento del deporte de traineras, comparar las investigaciones cientí...
Awareness programs towards people with disabilities in the school context, physical education and health. A systematic review of the last 10 years
Cristián Luarte-Rocha, Laura López-Casanova, Valentina Navarro-Gajardo et al. · 2023 · Retos · 4 citations
The objective was to analyze research from the last 10 years on disability awareness and inclusion programs in physical education classes. The electronic bibliographic databases Web of Science, Pub...
Reading Guide
Foundational Papers
No pre-2015 foundational PRISMA papers available; start with Salvador Oliván et al. (2018) for search process evaluation as baseline for compliance studies.
Recent Advances
Prioritize Meza Mejía et al. (2023, 36 citations) for education applications, Manterola et al. (2023, 27 citations) for review typology, and Chamorro-Atalaya et al. (2024) for AI sentiment extensions.
Core Methods
Core techniques: PRISMA 27-item checklist, flow diagrams for screening/selection, database searches (Web of Science, Scopus), risk-of-bias tools like GRADE, as used in Luarte-Rocha et al. (2023).
How PapersFlow Helps You Research PRISMA Systematic Review Guidelines
Discover & Search
Research Agent uses searchPapers and exaSearch to find PRISMA-compliant reviews like Meza Mejía et al. (2023), then citationGraph reveals extensions in education. findSimilarPapers clusters 50+ papers on systematic review methods from Manterola et al. (2023).
Analyze & Verify
Analysis Agent applies readPaperContent to extract PRISMA flow diagrams from Salvador Oliván et al. (2018), then verifyResponse with CoVe checks compliance claims against GRADE criteria for evidence quality. runPythonAnalysis computes citation trends across 10 papers using pandas.
Synthesize & Write
Synthesis Agent detects gaps in PRISMA reporting via contradiction flagging on López-Cortes et al. (2022) scoping reviews. Writing Agent uses latexEditText, latexSyncCitations for 27-item checklists, and latexCompile to generate review manuscripts with exportMermaid for flow diagrams.
Use Cases
"Extract PRISMA flow data from physical education reviews and plot compliance rates"
Research Agent → searchPapers('PRISMA physical education') → Analysis Agent → readPaperContent (Fernández-Espínola 2019 + Luarte-Rocha 2023) → runPythonAnalysis (pandas compliance table, matplotlib bar chart) → CSV export of rates.
"Draft a PRISMA-compliant systematic review section on higher education leadership"
Research Agent → citationGraph (Meza Mejía 2023) → Synthesis Agent → gap detection → Writing Agent → latexEditText (methods), latexSyncCitations (36 papers), latexCompile → PDF with embedded PRISMA diagram.
"Find GitHub repos implementing PRISMA checkers from review methodology papers"
Research Agent → searchPapers('PRISMA compliance tool') → Code Discovery → paperExtractUrls (Salvador Oliván 2018) → paperFindGithubRepo → githubRepoInspect → Python scripts for automated checklist validation.
Automated Workflows
Deep Research workflow conducts full systematic reviews: searchPapers (250+ PRISMA papers) → citationGraph → DeepScan (7-step verification with CoVe on Meza Mejía et al., 2023) → GRADE-graded report. Theorizer generates theory on PRISMA evolution from Manterola et al. (2023) classifications. DeepScan analyzes search reproducibility in Salvador Oliván et al. (2018).
Frequently Asked Questions
What is the core definition of PRISMA guidelines?
PRISMA is a 27-item checklist and flow diagram standard for reporting systematic reviews and meta-analyses to ensure transparency and reproducibility.
What methods do PRISMA studies commonly use?
Studies follow PRISMA by documenting search strategies, screening, eligibility via flow diagrams, and risk-of-bias assessments, as in Fernández-Espínola and Almagro (2019).
What are key papers on PRISMA applications?
Meza Mejía et al. (2023, 36 citations) applies PRISMA to women in leadership; Manterola et al. (2023, 27 citations) classifies review types; Salvador Oliván et al. (2018, 16 citations) evaluates search processes.
What open problems exist in PRISMA research?
Challenges include adapting PRISMA for scoping reviews (Lopez-Cortes et al., 2022), ensuring multidisciplinary compliance, and automating checklist verification across non-English papers.
Research Various Academic Research Studies with AI
PapersFlow provides specialized AI tools for Social Sciences researchers. Here are the most relevant for this topic:
Systematic Review
AI-powered evidence synthesis with documented search strategies
AI Literature Review
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Deep Research Reports
Multi-source evidence synthesis with counter-evidence
Find Disagreement
Discover conflicting findings and counter-evidence
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Field-specific workflows, example queries, and use cases.
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Part of the Various Academic Research Studies Research Guide