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integrity risk indicators by scimago scimago journal country rank scimago institutions rankings scimago media rankings scimago iber scimago arab integrity risk indicators by scimago scimago graphica ediciones profesionales de la información universities integrity risks methodology viz tools scimago iris assess and compare institutional performance in research integrity explore integrity risks what is iris 01 integrity risk benchmark the iris platform is an advanced benchmarking tool designed to understand how higher education institutions perform in terms of research integrity 02 alert model iris is not an index but a model designed to expose the scientific integrity risks within institutions serving as an alert system for those responsible for research at universities 03 integrity culture the project is designed to help institutions make their efforts to foster integrity including honesty accountability fairness transparency and stewardship how are iris s results calculated iris utilizes several indicators such as the rate of institutional self citation and the rate of hyper productive authors to calculate an overall score that provides an overview of an institution s potential exposure to research integrity risks learn more about the method faqs what is iris iris is an analytics tool that utilizes the indicators of research integrity risk framework to help universities identify patterns of vulnerability and benchmark their performance on a global scale is iris a ranking of research institutions no iris is not a ranking and not an index it is a model designed to characterize research integrity risks and act as an alert system for research organizations its purpose is to help institutions strengthen integrity through honesty accountability transparency and stewardship in research practices services universities integrity risks about us contact us scimago s products scimago journal country rank scimago institutions ranking scimago media ranking scimago iber scimago arab scimago graphica ediciones profesionales de la información all the information shown in the scimago iris website can be used for non commercial purposes as long as it is cited how to cite scimago n d scimago iris portal retrieved date from https www scimagoiris com powered by scopus 2026 scimago integrity risk indicators legal notice privacy policy