#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 -
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 -
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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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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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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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
-
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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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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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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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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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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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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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
-
🇧🇷 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
-
🇧🇷 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
-
🇧🇷 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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Este #podcast con un análisis métricos sobre el uso excesivo de métricas para la toma de decisiones me parece que genera muy buenos elementos de discusión. Creo que es valioso escucharlo (me robé un par de ejemplos de allí) https://open.spotify.com/episode/70nf1LR0C02FmU16X2DtKo?si=FGpbC7m3QmK9hhYHL_78yw #ResponsibleMetrics
This #podcast on Metrics' use for decision making has really great ideas. It's wortwhile to listen it (I took a couple of examples from it) #responsiblemetrics
https://open.spotify.com/episode/70nf1LR0C02FmU16X2DtKo?si=FGpbC7m3QmK9hhYHL_78yw -
Este #podcast con un análisis métricos sobre el uso excesivo de métricas para la toma de decisiones me parece que genera muy buenos elementos de discusión. Creo que es valioso escucharlo (me robé un par de ejemplos de allí) https://open.spotify.com/episode/70nf1LR0C02FmU16X2DtKo?si=FGpbC7m3QmK9hhYHL_78yw #ResponsibleMetrics
This #podcast on Metrics' use for decision making has really great ideas. It's wortwhile to listen it (I took a couple of examples from it) #responsiblemetrics
https://open.spotify.com/episode/70nf1LR0C02FmU16X2DtKo?si=FGpbC7m3QmK9hhYHL_78yw -
this is a cool piece about the role of #ResearchMetrics:
Este es un muy buen texto sobre las métricas de la investigación y el impacto que han tenido en el sistema. Disfruté mucho su lectura:
https://heterodoxacademy.org/blog/managing-the-metrics-of-academic-publishing/
#ResearchAssessment #ResearchMetrics #ResponsibleAssessment #ResponsibleMetrics
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this is a cool piece about the role of #ResearchMetrics:
Este es un muy buen texto sobre las métricas de la investigación y el impacto que han tenido en el sistema. Disfruté mucho su lectura:
https://heterodoxacademy.org/blog/managing-the-metrics-of-academic-publishing/
#ResearchAssessment #ResearchMetrics #ResponsibleAssessment #ResponsibleMetrics
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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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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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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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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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"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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"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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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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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.