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Science and Web Analytics. Our aim is to help our clients to boost their communication and publication channels.

Spain
Joined September 2009
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What is the true economic cost when research integrity fails? 📉 When we discuss research misconduct, we focus on ethics and trust—but rarely on the massive resources already spent by the time a problematic article is retracted. As Gali Halevi explains in our new blog post, a single compromised paper consumes investments across the entire ecosystem: 1️⃣ Grant funding, labs and salaries 2️⃣ Editorial screening and peer reviewers' institutional time 3️⃣ Publishing infrastructure, post-publication investigations and legal review Rather than waiting for individual incidents to reveal wider concerns, SCImago IRIS for Institutions and IRIS for Journals help identify broader publication patterns that warrant early attention. Read part 1 of the series here 👇 scimagolab.com/the-economic-… #ResearchIntegrity #ScimagoIRIS #SCImagoBlog
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#ScimagoIRIS | Research integrity is managed with data and strategic governance. SCImago IRIS is a non-punitive early-warning tool that uses a dynamic set of indicators and Z-score normalization to help institutions proactively detect their exposure to scientific risks. By anticipating structural vulnerabilities, it transforms scientometrics into actionable intelligence to support informed leadership decisions. The credibility of knowledge begins with the capacity to anticipate its risks. 🔍 Explore your institution's broader landscape and request a detailed report 👉scimagoiris.com/integrity-ri… #SCImagoIRIS #ResearchIntegrity
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#ChartOfTheWeek | How are scientific impact and research output distributed across Ibero-America? 🌎 By default, the #SCImagoIBER map visualizes research performance by combining two key dimensions at a glance: ⚪ Size: Research output 🎨 Color: Normalized impact. 🧵👇
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Open-access indicators: One of SCImago IBER’s greatest strengths is its commitment to the visibility of science. It provides open access to data and institutional profiles for both institutions featured in international rankings and those not typically represented in them.
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This tool aims to support research assessment, strategic planning, and evidence-based policymaking in science and research. 🌐 Explore the platform and institutional profiles here: scimagoiber.com
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Northern America sets a high benchmark for global research excellence. Explore the top 10 institutions leading the region in the SCImago Institutions Rankings (SIR) 👇 At SIR, we transform data into tangible intelligence through 20 open and auditable metrics distributed across three key dimensions: Research, Innovation, and Societal Impact. Move from monitoring to strategic decision-making. Shift the conversation from "where do we stand?" to "how do we improve?". Access the full ranking and analyze the data behind the leaders: scimagoir.com/rankings.php
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How do scientific production and the location of publishers connect around the world? Exploring the dynamics of global research has never been so visual and intuitive. Today, we want to highlight #CountryGraphs, a powerful tool that allows you to analyze the distribution and relationship of science worldwide through two key variables: 📍 Publisher's country: Where journals are published and indexed (for example, in databases like Scopus). 🔬 Author's affiliation country: Where the scientific research actually originates. Would you like to integrate this tool into your upcoming bibliometric analyses or literature reviews? 🔗scimagojr.com/countrygraph.p… Tell us in the comments how you measure research impact in your region! 👇
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Who pays the real cost when a problematic article gets published and has to be retracted? In our new blog, Gali Halevi analyzes how costs accumulate from initial funding and peer review hours to complex subsequent investigations. Looking beyond isolated cases and using tools like #SCImagoIRIS allows universities and publishers to detect patterns and optimize their integrity resources. Read the full article here 👇scimagolab.com/the-economic-… #ResearchIntegrity #SCImagoIris #SCImagoBlog
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#SCImagoResearch | More than 55% of records in open databases are missing affiliation information. When evaluating institutional output or calculating precise citation indicators, standardization and consistency remain the key differentiators of curated databases. Read the findings from our comparison between open sources and Scopus: 👇scimagolab.com/open-vs-curat… #SCImagoResearch #OpenAcces #BibliographicDatabases
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A critical reminder from @felixdemoya during his intervention at the CRECS conference in Quito regarding current publishing policies: "do not try to replace quality with openness". Editorial excellence and the real impact of research must remain the guiding principle for journals and institutions. Contact us to discover how we can support your strategic management 👉scimagolab.com/contact/
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Just a few visualizations that have been added or updated in the visualization catalog graphica.app/catalogue/
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Asia is redefining the global standards of research excellence. Explore the top 10 institutions leading the region in the SCImago Institutions Rankings (SIR) 👇 Beyond sheer volume, these leaders excel in translating science into real-world impact. SIR evaluates this complex ecosystem through 20 open and auditable metrics across Research, Innovation, and Societal Impact. Shift the conversation from monitoring to active strategy. Analyze the data behind Asia’s scientific powerhouse and elevate your institutional standing: 🔗👇 scimagoir.com/rankings.php?s… #SIR #Universities #AsiaticRegion
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#ScimagoIRIS | Research integrity is not imposed: it is managed with data, governance, and strategic vision. SCImago IRIS establishes itself as a benchmarking and early-warning tool for higher education institutions, designed to transform scientometrics into an asset of institutional trust. How does the model work? 🔸Methodological framework: Z-score normalization (where 0 represents the global average), allowing complex dimensions to be compared on a standardized scale. 🔸Strategic interpretation: Positive values indicate a higher potential exposure to scientific risks, facilitating the preventive detection of unusual patterns and structural vulnerabilities. 🔸Adaptable model: It operates with a dynamic set of indicators that continuously evolves according to the transformations and ethical demands of the global scientific ecosystem. 🔸Non-punitive purpose: It does not rank or penalize; it provides actionable intelligence to support informed leadership decisions. The credibility of open knowledge begins with the institutional capacity to anticipate its integrity risks. Explore your institution's broader landscape on our interactive platform and request a detailed report: 👇scimagoiris.com/integrity-ri… #SCImagoIRIS #ResearchIntegrity
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On World Breast Cancer Day, data enables us to measure scientific progress. 📊 Through the SCImago Journal & Country Rank (SJR), we highlight the role of oncology journals as key vehicles for driving transformation in both knowledge and clinical practice. 📈 The top-ranked journals originate primarily from the United States and the United Kingdom. Analyzing these indicators helps identify trends in scholarly communication across the field and map the priority research areas addressed by leading publications. Excellence in research fosters a tangible impact on society when shared with rigor and transparency. Explore the full ranking at 👉 scimagojr.com #SCImagoSJR #JournalRank #PinkOctober #Oncology
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#SCImagoResearch | Does having more bibliographic records guarantee better data for research evaluation? We analyzed over 650 million documents (1996-2024), comparing open databases (OpenAlex, OpenAIRE, The Lens) with Scopus. The results reveal a clear trade-off between coverage and metadata completeness. Read the full analysis here: scimagolab.com/open-vs-curat… #Bibliometrics #Scientometrics #OpenResearch
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The SCImago Journal & Country Rank (SJR) is a fully open-access platform mapping the global influence and visibility of scholarly journals. 📊📖 Its indicator values prestige, not just citation counts: 📚 Scientific Influence: Citation quality based on its origin. 🌐 Global Visibility: Positioning within the scholarly network. 📈 Editorial Strategy: Professionalization of scientific publishing. By weighting citations based on the citing journal's prestige, the SJR enables equitable comparisons across disciplines. A strategic compass for editors and researchers. 🧭 👉scimagojr.com/journalrank.ph… #SJR #SCImago
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After months of hard work in the laboratory, data collection, and exhaustive analysis, your manuscript is ready. However, you face one of the most important decisions in any researcher’s career: 🔎In which scientific journal should you publish? Maximize the impact of your research. In this article, we break down the key criteria and a 7-step methodology to help you achieve maximum visibility for your research. Explore how to navigate SJR quartiles, avoid predatory publishers, and select the best home for your manuscript. 📈 👉 Read the full guide here: scimagolab.com/how-to-select…
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We share a new #SCImagoInsight to evaluate scientific risk and resilience. 📊What happens when a single research paper is signed by hundreds or even thousands of authors? Today we analyze the Rate of hyper-authored output, the fifth indicator of IRIS. This metric evaluates the proportion of an institution’s publications featuring an unusually high number of authors. 🧵👇
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⚠️ Context is key. While large collaborations are legitimate in some fields unusual patterns elsewhere may warrant review of authorship practices and individual contributions. Explore the data and benchmark your institutional metrics: scimagoiris.com/
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SCImago IRIS does not seek to penalize, but acts as an early-warning tool. It helps institutions identify unusual patterns and ensure robust research policies. Explore your institutional profile and request the detailed report 🔗scimagoiris.com/integrity-ri… #SCImagoIRIS #ResearchIntegrity
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