#responsiblemetrics — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #responsiblemetrics, aggregated by home.social.
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Are we measuring Open Science the right way? 🔍
Indicators shape incentives, researcher behaviour, and funding decisions – so getting them right matters.
Join OSMI Co-chair Iratxe Puebla & other experts at a free EOSC Track webinar:
📅 29 May 2026 | 11:00–12:30 CEST
🔗 https://eu01web.zoom.us/webinar/register/WN_wMKgM2QwR-SC622nths_gg#/registration
Especially relevant for research policy makers, funders, #CoARA & #EOSC communities.
#OpenScience #OSMI #ResponsibleMetrics #ResearchReform -
Are we measuring Open Science the right way? 🔍
Indicators shape incentives, researcher behaviour, and funding decisions – so getting them right matters.
Join OSMI Co-chair Iratxe Puebla & other experts at a free EOSC Track webinar:
📅 29 May 2026 | 11:00–12:30 CEST
🔗 https://eu01web.zoom.us/webinar/register/WN_wMKgM2QwR-SC622nths_gg#/registration
Especially relevant for research policy makers, funders, #CoARA & #EOSC communities.
#OpenScience #OSMI #ResponsibleMetrics #ResearchReform -
Participaré en dos sesiones del Ciclo Iberoamericano de Webinars sobre Gestión de la I+i, desde Consortia:
29 abril: #OpenScience como enfoque transversal en la gestión de la investigación.
20 mayo: #ResponsibleMetrics
en sistemas de evaluación institucional.
Horario: 10:00–13:00 (GMT-5). Acceso abierto.
#OpenScience #ResearchAssessment #OpenAccess #ResearchManagement #CienciaAbierta
🔗https://docs.google.com/forms/d/e/1FAIpQLSd2fv9zVtW9tzFQRZbxeqR5vYiOTeICGb5XBaRR5OkpwGuLFA/viewform -
Participaré en dos sesiones del Ciclo Iberoamericano de Webinars sobre Gestión de la I+i, desde Consortia:
29 abril: #OpenScience como enfoque transversal en la gestión de la investigación.
20 mayo: #ResponsibleMetrics
en sistemas de evaluación institucional.
Horario: 10:00–13:00 (GMT-5). Acceso abierto.
#OpenScience #ResearchAssessment #OpenAccess #ResearchManagement #CienciaAbierta
🔗https://docs.google.com/forms/d/e/1FAIpQLSd2fv9zVtW9tzFQRZbxeqR5vYiOTeICGb5XBaRR5OkpwGuLFA/viewform -
Participaré en dos sesiones del Ciclo Iberoamericano de Webinars sobre Gestión de la I+i, desde Consortia:
29 abril: #OpenScience como enfoque transversal en la gestión de la investigación.
20 mayo: #ResponsibleMetrics
en sistemas de evaluación institucional.
Horario: 10:00–13:00 (GMT-5). Acceso abierto.
#OpenScience #ResearchAssessment #OpenAccess #ResearchManagement #CienciaAbierta
🔗https://docs.google.com/forms/d/e/1FAIpQLSd2fv9zVtW9tzFQRZbxeqR5vYiOTeICGb5XBaRR5OkpwGuLFA/viewform -
Participaré en dos sesiones del Ciclo Iberoamericano de Webinars sobre Gestión de la I+i, desde Consortia:
29 abril: #OpenScience como enfoque transversal en la gestión de la investigación.
20 mayo: #ResponsibleMetrics
en sistemas de evaluación institucional.
Horario: 10:00–13:00 (GMT-5). Acceso abierto.
#OpenScience #ResearchAssessment #OpenAccess #ResearchManagement #CienciaAbierta
🔗https://docs.google.com/forms/d/e/1FAIpQLSd2fv9zVtW9tzFQRZbxeqR5vYiOTeICGb5XBaRR5OkpwGuLFA/viewform -
Participaré en dos sesiones del Ciclo Iberoamericano de Webinars sobre Gestión de la I+i, desde Consortia:
29 abril: #OpenScience como enfoque transversal en la gestión de la investigación.
20 mayo: #ResponsibleMetrics
en sistemas de evaluación institucional.
Horario: 10:00–13:00 (GMT-5). Acceso abierto.
#OpenScience #ResearchAssessment #OpenAccess #ResearchManagement #CienciaAbierta
🔗https://docs.google.com/forms/d/e/1FAIpQLSd2fv9zVtW9tzFQRZbxeqR5vYiOTeICGb5XBaRR5OkpwGuLFA/viewform -
We evaluate science mostly through papers. But researchers report that up to 75% of project effort is data work — collecting, cleaning, documenting, and preparing datasets. A reminder that research outputs ≠ research work.
New paper in Research Evaluation: https://doi.org/10.1093/reseval/rvag008
#ResponsibleMetrics #OpenScience #DataCitation #ResearchEvaluation
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We evaluate science mostly through papers. But researchers report that up to 75% of project effort is data work — collecting, cleaning, documenting, and preparing datasets. A reminder that research outputs ≠ research work.
New paper in Research Evaluation: https://doi.org/10.1093/reseval/rvag008
#ResponsibleMetrics #OpenScience #DataCitation #ResearchEvaluation
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Most research evaluation still rewards papers, not the work that makes them possible. Yet researchers say up to 75% of a project can be data work: collecting, cleaning, curating, documenting.
:doi: https://doi.org/10.1093/reseval/rvag008
Maybe it's time to stop pretending that publications alone represent research.
#OpenScience #ResearchEvaluation #DataCitation #ResponsibleMetrics #Scientometrics
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Most research evaluation still rewards papers, not the work that makes them possible. Yet researchers say up to 75% of a project can be data work: collecting, cleaning, curating, documenting.
:doi: https://doi.org/10.1093/reseval/rvag008
Maybe it's time to stop pretending that publications alone represent research.
#OpenScience #ResearchEvaluation #DataCitation #ResponsibleMetrics #Scientometrics
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New paper in Research Evaluation explores how researchers actually cite data. Key insight: data citations are far more complex than simple indicators of data reuse.
:oa: https://doi.org/10.1093/reseval/rvag008
They reflect scientific practice, community norms, attribution, and even reputation-building. A timely reminder: metrics alone cannot capture the real value of data work.
#OpenScience #DataCitation #ResearchEvaluation #ResponsibleMetrics #Scientometrics
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New paper in Research Evaluation explores how researchers actually cite data. Key insight: data citations are far more complex than simple indicators of data reuse.
:oa: https://doi.org/10.1093/reseval/rvag008
They reflect scientific practice, community norms, attribution, and even reputation-building. A timely reminder: metrics alone cannot capture the real value of data work.
#OpenScience #DataCitation #ResearchEvaluation #ResponsibleMetrics #Scientometrics
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Where do bibliometricians come from? 🤔 A new international study suggests a simple answer: mostly from academic libraries. Around 60% of people doing bibliometric work at universities are based there.
:doi: https://doi.org/10.1177/01655515261417634
The catch? Over 70% say they never had formal training in bibliometrics. People simply grow into the role while working with databases, indicators and research analytics.
#bibliometrics #scientometrics #researchmetrics #responsiblemetrics #openscience
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Where do bibliometricians come from? 🤔 A new international study suggests a simple answer: mostly from academic libraries. Around 60% of people doing bibliometric work at universities are based there.
:doi: https://doi.org/10.1177/01655515261417634
The catch? Over 70% say they never had formal training in bibliometrics. People simply grow into the role while working with databases, indicators and research analytics.
#bibliometrics #scientometrics #researchmetrics #responsiblemetrics #openscience
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At #ISSI2025, Mike Thelwall suggested that the Leiden Manifesto should be updated to reflect the rise of large language models (LLMs) in research assessment.
👉 https://issi2025.iiap.sci.am/proceedings/ (P. 71-80)
He proposed four new principles — calling for transparent prompts, awareness of #LLM instability, cost-benefit considerations, and a reminder that LLM scores are not evidence of scientific contribution.
#Scientometrics #ResponsibleMetrics #OpenScience #ImpactFactor
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At #ISSI2025, Mike Thelwall suggested that the Leiden Manifesto should be updated to reflect the rise of large language models (LLMs) in research assessment.
👉 https://issi2025.iiap.sci.am/proceedings/ (P. 71-80)
He proposed four new principles — calling for transparent prompts, awareness of #LLM instability, cost-benefit considerations, and a reminder that LLM scores are not evidence of scientific contribution.
#Scientometrics #ResponsibleMetrics #OpenScience #ImpactFactor
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🇧🇷 vs 🇳🇱 in #ResearchEvaluation? A sharp comparative study shows how Brazil’s high-stakes, performance-based model contrasts with the Netherlands’ strategic, decentralized approach.
:doi: https://doi.org/10.1093/reseval/rvaf013
Takeaway: Evaluation isn’t one-size-fits-all - context matters.
#ResearchAssessment #SciencePolicy #HigherEducation #ResponsibleMetrics #AcademicEvaluation
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🇧🇷 vs 🇳🇱 in #ResearchEvaluation? A sharp comparative study shows how Brazil’s high-stakes, performance-based model contrasts with the Netherlands’ strategic, decentralized approach.
:doi: https://doi.org/10.1093/reseval/rvaf013
Takeaway: Evaluation isn’t one-size-fits-all - context matters.
#ResearchAssessment #SciencePolicy #HigherEducation #ResponsibleMetrics #AcademicEvaluation
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Do you have success stories about universities implemmenting #responsiblemetrics in #ResearchAssessment? I want to build an inventory of such cases.
Thanks!! #AcademicChatter
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"To help implement [research assessment] reforms, here we share a best practice Responsible Research(er) Recruitment Checklist for engaging with the principles of responsible research assessment in the writing of recruitment materials such as job adverts for research and academic roles."
#ResponsibleMetrics #Recruitment #ResearchCulture #ResearchAssessment #AcademicCareers #AcademicJobs #Checklists #OpenResearch
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"To help implement [research assessment] reforms, here we share a best practice Responsible Research(er) Recruitment Checklist for engaging with the principles of responsible research assessment in the writing of recruitment materials such as job adverts for research and academic roles."
#ResponsibleMetrics #Recruitment #ResearchCulture #ResearchAssessment #AcademicCareers #AcademicJobs #Checklists #OpenResearch
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This is a very welcome move for those of us critical of over-reliance on metrics for the evaluation of research quality and impact. It's in keeping with the responsible metrics movement and the Declaration on Research Assessment (DORA).
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This is a very welcome move for those of us critical of over-reliance on metrics for the evaluation of research quality and impact. It's in keeping with the responsible metrics movement and the Declaration on Research Assessment (DORA).
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Quoting Alan Dix, @lizziegadd says "Metrics are rubbish... but people are (far) worse."
#PeerReview of outputs can be even more biased (on gender or field, for example) than are #Bibliometrics.
This supports the use of #ResponsibleMetrics.
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Quoting Alan Dix, @lizziegadd says "Metrics are rubbish... but people are (far) worse."
#PeerReview of outputs can be even more biased (on gender or field, for example) than are #Bibliometrics.
This supports the use of #ResponsibleMetrics.
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I just found out that @humetricshss was over here!!
Any one interested in #OpenScience should follow them. It's a really interesting project and community
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I just found out that @humetricshss was over here!!
Any one interested in #OpenScience should follow them. It's a really interesting project and community
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#NowLive Iberoamerican Conference on #OpenSCience. You can watch it through here: https://www.youtube.com/watch?v=uzdNrgceV2U
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Arranca la Conferencia Iberoamericana en Ciencia Abierta. La pueden seguir en: https://www.youtube.com/watch?v=uzdNrgceV2U
Esta tarde coordinaré un pequeño taller introductorio a Métricas Responsables
#ResponsibleMetrics #OpenScience #OpenAccess #MétricasResponsables
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Finally an #introduction post! I'm an academic librarian in Nottingham, UK with a PhD in Learning Sciences and professional interests in #openresearch #scholcomm #openaccess #responsiblemetrics #discovery #persistentidentifiers. My profile links to my ORCID publication record.
When I'm not hustling to make information open and accessible, I spend time watching #kdrama #anime and reality TV, playing #PokemonGo :team_mystic: and #AnimalCrossing and accruing language skills.
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Finally an #introduction post! I'm an academic librarian in Nottingham, UK with a PhD in Learning Sciences and professional interests in #openresearch #scholcomm #openaccess #responsiblemetrics #discovery #persistentidentifiers. My profile links to my ORCID publication record.
When I'm not hustling to make information open and accessible, I spend time watching #kdrama #anime and reality TV, playing #PokemonGo :team_mystic: and #AnimalCrossing and accruing language skills.
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Knowledge Manager_in Szientometrie, ab sofort, Teilzeit (20 Wochenstunden), Karenzvertretung befristet bis 05/2024, Verwendungsgruppe IVA gemäß dem Kollektivvertrag der Universitäten [Kennzahl: TU-ID: 040 | 2022 | 34 | 191204] Technische Universität Wien Bibliothek | Bewerbungsfrist: 08.09.2022 https://jobs.tuwien.ac.at/Job/191204 | https://jobs.openbiblio.eu/stellenangebote/79624 #openbibliojobs #Datenvisualisierung #responsiblemetrics #Szientometrie #Bibliometrie #Analysen #Metriken