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  1. Is Scopus really a curated bibliographic database?

    A new Scientometrics study finds 2.7M records without author information, 500K+ records with unknown source titles, inconsistent document types, and even London recorded as an affiliation.

    :doi: doi.org/10.1007/s11192-026-057

    A useful reminder: better research assessment starts with understanding and checking the data - not just pressing a button.

    #Scopus #Bibliometrics #ResearchAssessment #Scientometrics #ResearchEvaluation

  2. Is Scopus really a curated bibliographic database?

    A new Scientometrics study finds 2.7M records without author information, 500K+ records with unknown source titles, inconsistent document types, and even London recorded as an affiliation.

    :doi: doi.org/10.1007/s11192-026-057

    A useful reminder: better research assessment starts with understanding and checking the data - not just pressing a button.

    #Scopus #Bibliometrics #ResearchAssessment #Scientometrics #ResearchEvaluation

  3. Is Scopus really a curated bibliographic database?

    A new Scientometrics study finds 2.7M records without author information, 500K+ records with unknown source titles, inconsistent document types, and even London recorded as an affiliation.

    :doi: doi.org/10.1007/s11192-026-057

    A useful reminder: better research assessment starts with understanding and checking the data - not just pressing a button.

    #Scopus #Bibliometrics #ResearchAssessment #Scientometrics #ResearchEvaluation

  4. Is Scopus really a curated bibliographic database?

    A new Scientometrics study finds 2.7M records without author information, 500K+ records with unknown source titles, inconsistent document types, and even London recorded as an affiliation.

    :doi: doi.org/10.1007/s11192-026-057

    A useful reminder: better research assessment starts with understanding and checking the data - not just pressing a button.

    #Scopus #Bibliometrics #ResearchAssessment #Scientometrics #ResearchEvaluation

  5. Is Scopus really a curated bibliographic database?

    A new Scientometrics study finds 2.7M records without author information, 500K+ records with unknown source titles, inconsistent document types, and even London recorded as an affiliation.

    :doi: doi.org/10.1007/s11192-026-057

    A useful reminder: better research assessment starts with understanding and checking the data - not just pressing a button.

    #Scopus #Bibliometrics #ResearchAssessment #Scientometrics #ResearchEvaluation

  6. An interesting paper by Lutz Bornmann and António Osório on incentives, competition, and undesirable practices in science.

    The debate over research metrics is often framed too simply: metrics or no metrics? A better question is: what kind of behaviour does an evaluation system make rational? Good research assessment should make doing good science the rational choice.

    :doi: doi.org/10.1038/s44319-026-009

    #ResearchEvaluation #ResearchAssessment #Scientometrics #ResearchIntegrity

  7. An interesting paper by Lutz Bornmann and António Osório on incentives, competition, and undesirable practices in science.

    The debate over research metrics is often framed too simply: metrics or no metrics? A better question is: what kind of behaviour does an evaluation system make rational? Good research assessment should make doing good science the rational choice.

    :doi: doi.org/10.1038/s44319-026-009

    #ResearchEvaluation #ResearchAssessment #Scientometrics #ResearchIntegrity

  8. An interesting paper by Lutz Bornmann and António Osório on incentives, competition, and undesirable practices in science.

    The debate over research metrics is often framed too simply: metrics or no metrics? A better question is: what kind of behaviour does an evaluation system make rational? Good research assessment should make doing good science the rational choice.

    :doi: doi.org/10.1038/s44319-026-009

    #ResearchEvaluation #ResearchAssessment #Scientometrics #ResearchIntegrity

  9. An interesting paper by Lutz Bornmann and António Osório on incentives, competition, and undesirable practices in science.

    The debate over research metrics is often framed too simply: metrics or no metrics? A better question is: what kind of behaviour does an evaluation system make rational? Good research assessment should make doing good science the rational choice.

    :doi: doi.org/10.1038/s44319-026-009

    #ResearchEvaluation #ResearchAssessment #Scientometrics #ResearchIntegrity

  10. An interesting paper by Lutz Bornmann and António Osório on incentives, competition, and undesirable practices in science.

    The debate over research metrics is often framed too simply: metrics or no metrics? A better question is: what kind of behaviour does an evaluation system make rational? Good research assessment should make doing good science the rational choice.

    :doi: doi.org/10.1038/s44319-026-009

    #ResearchEvaluation #ResearchAssessment #Scientometrics #ResearchIntegrity

  11. An interesting evolution from Mike Thelwall. A year ago, he was cautiously exploring whether LLMs could approximate expert research assessment. Today, he reports that ChatGPT-5 mini reached correlations of up to 0.905 with expert REF2021 quality assessments across some disciplines, using a dataset of more than 107,000 UK research articles.

    :doi: doi.org/10.1515/jdis-2026-0058

    #ResearchEvaluation #Scientometrics #ResearchAssessment #ChatGPT #LLM #AI #SciencePolicy

  12. An interesting evolution from Mike Thelwall. A year ago, he was cautiously exploring whether LLMs could approximate expert research assessment. Today, he reports that ChatGPT-5 mini reached correlations of up to 0.905 with expert REF2021 quality assessments across some disciplines, using a dataset of more than 107,000 UK research articles.

    :doi: doi.org/10.1515/jdis-2026-0058

    #ResearchEvaluation #Scientometrics #ResearchAssessment #ChatGPT #LLM #AI #SciencePolicy

  13. An interesting evolution from Mike Thelwall. A year ago, he was cautiously exploring whether LLMs could approximate expert research assessment. Today, he reports that ChatGPT-5 mini reached correlations of up to 0.905 with expert REF2021 quality assessments across some disciplines, using a dataset of more than 107,000 UK research articles.

    :doi: doi.org/10.1515/jdis-2026-0058

    #ResearchEvaluation #Scientometrics #ResearchAssessment #ChatGPT #LLM #AI #SciencePolicy

  14. An interesting evolution from Mike Thelwall. A year ago, he was cautiously exploring whether LLMs could approximate expert research assessment. Today, he reports that ChatGPT-5 mini reached correlations of up to 0.905 with expert REF2021 quality assessments across some disciplines, using a dataset of more than 107,000 UK research articles.

    :doi: doi.org/10.1515/jdis-2026-0058

    #ResearchEvaluation #Scientometrics #ResearchAssessment #ChatGPT #LLM #AI #SciencePolicy

  15. An interesting evolution from Mike Thelwall. A year ago, he was cautiously exploring whether LLMs could approximate expert research assessment. Today, he reports that ChatGPT-5 mini reached correlations of up to 0.905 with expert REF2021 quality assessments across some disciplines, using a dataset of more than 107,000 UK research articles.

    :doi: doi.org/10.1515/jdis-2026-0058

    #ResearchEvaluation #Scientometrics #ResearchAssessment #ChatGPT #LLM #AI #SciencePolicy

  16. A timely new commentary in the Journal of Clinical Epidemiology raises an uncomfortable question:

    Can anti-metric research assessment reforms backfire in weak academic systems?

    :doi: doi.org/10.1016/j.jclinepi.202

    Reducing metrics may work where institutions are strong. But in fragile systems, it may unintentionally increase the influence of favouritism, academic inbreeding, and opaque decision-making.

    #ResearchAssessment #CoARA #DORA #Bibliometrics #MetaResearch #OpenScience #SciencePolicy

  17. A timely new commentary in the Journal of Clinical Epidemiology raises an uncomfortable question:

    Can anti-metric research assessment reforms backfire in weak academic systems?

    :doi: doi.org/10.1016/j.jclinepi.202

    Reducing metrics may work where institutions are strong. But in fragile systems, it may unintentionally increase the influence of favouritism, academic inbreeding, and opaque decision-making.

    #ResearchAssessment #CoARA #DORA #Bibliometrics #MetaResearch #OpenScience #SciencePolicy

  18. A timely new commentary in the Journal of Clinical Epidemiology raises an uncomfortable question:

    Can anti-metric research assessment reforms backfire in weak academic systems?

    :doi: doi.org/10.1016/j.jclinepi.202

    Reducing metrics may work where institutions are strong. But in fragile systems, it may unintentionally increase the influence of favouritism, academic inbreeding, and opaque decision-making.

    #ResearchAssessment #CoARA #DORA #Bibliometrics #MetaResearch #OpenScience #SciencePolicy

  19. A timely new commentary in the Journal of Clinical Epidemiology raises an uncomfortable question:

    Can anti-metric research assessment reforms backfire in weak academic systems?

    :doi: doi.org/10.1016/j.jclinepi.202

    Reducing metrics may work where institutions are strong. But in fragile systems, it may unintentionally increase the influence of favouritism, academic inbreeding, and opaque decision-making.

    #ResearchAssessment #CoARA #DORA #Bibliometrics #MetaResearch #OpenScience #SciencePolicy

  20. A timely new commentary in the Journal of Clinical Epidemiology raises an uncomfortable question:

    Can anti-metric research assessment reforms backfire in weak academic systems?

    :doi: doi.org/10.1016/j.jclinepi.202

    Reducing metrics may work where institutions are strong. But in fragile systems, it may unintentionally increase the influence of favouritism, academic inbreeding, and opaque decision-making.

    #ResearchAssessment #CoARA #DORA #Bibliometrics #MetaResearch #OpenScience #SciencePolicy

  21. 🆕 The Helmholtz Modular Curriculum Vitae Template provides a flexible framework for designing CVs for tenure, hiring, and promotion processes. It combines narrative and quantitative elements and supports the selection of relevant evaluation criteria.

    🔗 doi.org/10.5281/zenodo.21292656

    #OpenScience #ResearchAssessment (lmf)

  22. 🆕 The Helmholtz Modular Curriculum Vitae Template provides a flexible framework for designing CVs for tenure, hiring, and promotion processes. It combines narrative and quantitative elements and supports the selection of relevant evaluation criteria.

    🔗 doi.org/10.5281/zenodo.21292656

    #OpenScience #ResearchAssessment (lmf)

  23. 🆕 The Helmholtz Modular Curriculum Vitae Template provides a flexible framework for designing CVs for tenure, hiring, and promotion processes. It combines narrative and quantitative elements and supports the selection of relevant evaluation criteria.

    🔗 doi.org/10.5281/zenodo.21292656

    #OpenScience #ResearchAssessment (lmf)

  24. 🆕 The Helmholtz Modular Curriculum Vitae Template provides a flexible framework for designing CVs for tenure, hiring, and promotion processes. It combines narrative and quantitative elements and supports the selection of relevant evaluation criteria.

    🔗 doi.org/10.5281/zenodo.21292656

    #OpenScience #ResearchAssessment (lmf)

  25. 🆕 The Helmholtz Modular Curriculum Vitae Template provides a flexible framework for designing CVs for tenure, hiring, and promotion processes. It combines narrative and quantitative elements and supports the selection of relevant evaluation criteria.

    🔗 doi.org/10.5281/zenodo.21292656

    #OpenScience #ResearchAssessment (lmf)

  26. Can a national research ranking claim to reward the "most productive researchers" while capping the value of additional scientific output?

    I looked closely at the formula behind Ukraine's new government-funded ranking. My conclusion: it optimizes for something quite different. Full explanation on LinkedIn 👇

    linkedin.com/posts/nazarovets_

    #ResearchEvaluation #ResearchAssessment #SciencePolicy #OpenScience #CoARA #DORA

  27. Can a national research ranking claim to reward the "most productive researchers" while capping the value of additional scientific output?

    I looked closely at the formula behind Ukraine's new government-funded ranking. My conclusion: it optimizes for something quite different. Full explanation on LinkedIn 👇

    linkedin.com/posts/nazarovets_

    #ResearchEvaluation #ResearchAssessment #SciencePolicy #OpenScience #CoARA #DORA

  28. Can a national research ranking claim to reward the "most productive researchers" while capping the value of additional scientific output?

    I looked closely at the formula behind Ukraine's new government-funded ranking. My conclusion: it optimizes for something quite different. Full explanation on LinkedIn 👇

    linkedin.com/posts/nazarovets_

    #ResearchEvaluation #ResearchAssessment #SciencePolicy #OpenScience #CoARA #DORA

  29. Can a national research ranking claim to reward the "most productive researchers" while capping the value of additional scientific output?

    I looked closely at the formula behind Ukraine's new government-funded ranking. My conclusion: it optimizes for something quite different. Full explanation on LinkedIn 👇

    linkedin.com/posts/nazarovets_

    #ResearchEvaluation #ResearchAssessment #SciencePolicy #OpenScience #CoARA #DORA

  30. Can a national research ranking claim to reward the "most productive researchers" while capping the value of additional scientific output?

    I looked closely at the formula behind Ukraine's new government-funded ranking. My conclusion: it optimizes for something quite different. Full explanation on LinkedIn 👇

    linkedin.com/posts/nazarovets_

    #ResearchEvaluation #ResearchAssessment #SciencePolicy #OpenScience #CoARA #DORA

  31. The next #RESQUE consultation hour:
    17th of June, 9-10am CEST
    resque.info/news/2026-06-01-co

    The Research Quality Evaluation (RESQUE) framework provides recommendations for responsible #ResearchAssessment for hiring and promotion in #psychology
    www.resque.info

    The session will also highlight specific topics such as applying RESQUE in #ClinicalPsychology with the clinical expansion pack.

    See also previous post for more links and info:
    mastodon.social/deck/@jrboehnk

    #ECRs #OpenScience #CoARA #sfDORA

  32. The next #RESQUE consultation hour:
    17th of June, 9-10am CEST
    resque.info/news/2026-06-01-co

    The Research Quality Evaluation (RESQUE) framework provides recommendations for responsible #ResearchAssessment for hiring and promotion in #psychology
    www.resque.info

    The session will also highlight specific topics such as applying RESQUE in #ClinicalPsychology with the clinical expansion pack.

    See also previous post for more links and info:
    mastodon.social/deck/@jrboehnk

    #ECRs #OpenScience #CoARA #sfDORA

  33. The next #RESQUE consultation hour:
    17th of June, 9-10am CEST
    resque.info/news/2026-06-01-co

    The Research Quality Evaluation (RESQUE) framework provides recommendations for responsible #ResearchAssessment for hiring and promotion in #psychology
    www.resque.info

    The session will also highlight specific topics such as applying RESQUE in #ClinicalPsychology with the clinical expansion pack.

    See also previous post for more links and info:
    mastodon.social/deck/@jrboehnk

    #ECRs #OpenScience #CoARA #sfDORA

  34. The next #RESQUE consultation hour:
    17th of June, 9-10am CEST
    resque.info/news/2026-06-01-co

    The Research Quality Evaluation (RESQUE) framework provides recommendations for responsible #ResearchAssessment for hiring and promotion in #psychology
    www.resque.info

    The session will also highlight specific topics such as applying RESQUE in #ClinicalPsychology with the clinical expansion pack.

    See also previous post for more links and info:
    mastodon.social/deck/@jrboehnk

    #ECRs #OpenScience #CoARA #sfDORA

  35. The next #RESQUE consultation hour:
    17th of June, 9-10am CEST
    resque.info/news/2026-06-01-co

    The Research Quality Evaluation (RESQUE) framework provides recommendations for responsible #ResearchAssessment for hiring and promotion in #psychology
    www.resque.info

    The session will also highlight specific topics such as applying RESQUE in #ClinicalPsychology with the clinical expansion pack.

    See also previous post for more links and info:
    mastodon.social/deck/@jrboehnk

    #ECRs #OpenScience #CoARA #sfDORA

  36. Another opportunity to work w #RESQUE

    The Research Quality Evaluation framework provides recommendations for responsible research assessment beyond typical metrics for hiring and promotion in #psychology:
    www.resque.info

    Maybe of interest for other areas as well?

    #CoARA #DORA #ResearchAssessment

  37. Another opportunity to work w #RESQUE

    The Research Quality Evaluation framework provides recommendations for responsible research assessment beyond typical metrics for hiring and promotion in #psychology:
    www.resque.info

    Maybe of interest for other areas as well?

    #CoARA #DORA #ResearchAssessment

  38. Another opportunity to work w #RESQUE

    The Research Quality Evaluation framework provides recommendations for responsible research assessment beyond typical metrics for hiring and promotion in #psychology:
    www.resque.info

    Maybe of interest for other areas as well?

    #CoARA #DORA #ResearchAssessment

  39. Another opportunity to work w #RESQUE

    The Research Quality Evaluation framework provides recommendations for responsible research assessment beyond typical metrics for hiring and promotion in #psychology:
    www.resque.info

    Maybe of interest for other areas as well?

    #CoARA #DORA #ResearchAssessment

  40. Another opportunity to work w #RESQUE

    The Research Quality Evaluation framework provides recommendations for responsible research assessment beyond typical metrics for hiring and promotion in #psychology:
    www.resque.info

    Maybe of interest for other areas as well?

    #CoARA #DORA #ResearchAssessment

  41. A new study analysing 248 CoARA action plans suggests that many organizations still treat Open Science more as a set of values than as concrete research practices.

    :doi: doi.org/10.1007/s11192-026-056

    Open Access remains the dominant and most institutionalized form of Open Science, appearing in 41% of plans. Meanwhile, key UNESCO-promoted practices such as Open Evaluation or Open Methods are barely mentioned at all.

    #OpenScience #CoARA #ResearchAssessment #OpenAccess

  42. A new study analysing 248 CoARA action plans suggests that many organizations still treat Open Science more as a set of values than as concrete research practices.

    :doi: doi.org/10.1007/s11192-026-056

    Open Access remains the dominant and most institutionalized form of Open Science, appearing in 41% of plans. Meanwhile, key UNESCO-promoted practices such as Open Evaluation or Open Methods are barely mentioned at all.

    #OpenScience #CoARA #ResearchAssessment #OpenAccess

  43. A new study analysing 248 CoARA action plans suggests that many organizations still treat Open Science more as a set of values than as concrete research practices.

    :doi: doi.org/10.1007/s11192-026-056

    Open Access remains the dominant and most institutionalized form of Open Science, appearing in 41% of plans. Meanwhile, key UNESCO-promoted practices such as Open Evaluation or Open Methods are barely mentioned at all.

    #OpenScience #CoARA #ResearchAssessment #OpenAccess

  44. A new study analysing 248 CoARA action plans suggests that many organizations still treat Open Science more as a set of values than as concrete research practices.

    :doi: doi.org/10.1007/s11192-026-056

    Open Access remains the dominant and most institutionalized form of Open Science, appearing in 41% of plans. Meanwhile, key UNESCO-promoted practices such as Open Evaluation or Open Methods are barely mentioned at all.

    #OpenScience #CoARA #ResearchAssessment #OpenAccess

  45. A new study analysing 248 CoARA action plans suggests that many organizations still treat Open Science more as a set of values than as concrete research practices.

    :doi: doi.org/10.1007/s11192-026-056

    Open Access remains the dominant and most institutionalized form of Open Science, appearing in 41% of plans. Meanwhile, key UNESCO-promoted practices such as Open Evaluation or Open Methods are barely mentioned at all.

    #OpenScience #CoARA #ResearchAssessment #OpenAccess

  46. 📣 When others talk about your work, you know it's making an impact:

    🔹 Science Europe cited OSMI's frameworks in their position statement on Open Science & Research Assessment Reform
    🔹 The French Open Science Barometer recognised OSMI's role in uniting nearly 200 members worldwide
    🔹 Make Data Count referenced OSMI's landscape mapping in their blog

    Curious to see who else is talking about us? 👉 open-science-monitoring.org/ab

    #OpenScience #OpenScienceMonitoring #OSMI #ResearchAssessment

  47. 📣 When others talk about your work, you know it's making an impact:

    🔹 Science Europe cited OSMI's frameworks in their position statement on Open Science & Research Assessment Reform
    🔹 The French Open Science Barometer recognised OSMI's role in uniting nearly 200 members worldwide
    🔹 Make Data Count referenced OSMI's landscape mapping in their blog

    Curious to see who else is talking about us? 👉 open-science-monitoring.org/ab

    #OpenScience #OpenScienceMonitoring #OSMI #ResearchAssessment

  48. 📣 When others talk about your work, you know it's making an impact:

    🔹 Science Europe cited OSMI's frameworks in their position statement on Open Science & Research Assessment Reform
    🔹 The French Open Science Barometer recognised OSMI's role in uniting nearly 200 members worldwide
    🔹 Make Data Count referenced OSMI's landscape mapping in their blog

    Curious to see who else is talking about us? 👉 open-science-monitoring.org/ab

    #OpenScience #OpenScienceMonitoring #OSMI #ResearchAssessment

  49. 📣 When others talk about your work, you know it's making an impact:

    🔹 Science Europe cited OSMI's frameworks in their position statement on Open Science & Research Assessment Reform
    🔹 The French Open Science Barometer recognised OSMI's role in uniting nearly 200 members worldwide
    🔹 Make Data Count referenced OSMI's landscape mapping in their blog

    Curious to see who else is talking about us? 👉 open-science-monitoring.org/ab

    #OpenScience #OpenScienceMonitoring #OSMI #ResearchAssessment

  50. 📣 When others talk about your work, you know it's making an impact:

    🔹 Science Europe cited OSMI's frameworks in their position statement on Open Science & Research Assessment Reform
    🔹 The French Open Science Barometer recognised OSMI's role in uniting nearly 200 members worldwide
    🔹 Make Data Count referenced OSMI's landscape mapping in their blog

    Curious to see who else is talking about us? 👉 open-science-monitoring.org/ab

    #OpenScience #OpenScienceMonitoring #OSMI #ResearchAssessment