Nachtrag zum Open Data Citation Advantage

Wer einem Artikel über den Open Data Citation Advantage beim Entstehen zusehen möchte, sollte (eigentlich immer, aber jetzt besonders) Research Remix, Heather Piwowars Blog, verfolgen. Sie postet dort Abschnitte ihres gerade entstehenden Artikels, die teils auch schon kommentiert wurden.

Wo ich schon dabei bin: Man kann und sollte ihr auch auf Twitter folgen.

Mögliche Ursachen für einen Open Data Citation Advantage

Heather Piwowar schlägt fünf mögliche Ursachen für einen Open Data Citation Advantage vor:

  1. Data Reuse. Papers with available datasets can be used in more ways than papers without data, and therefore may receive additional attributions upon published data reuse.
  2. Credibility Signalling. The credibility of research findings may be higher for research papers with available data. Such papers may be preferentially chosen background citations and/or the foundation of additional research.
  3. Increased Visibility. Citing authors may be more likely to encounter a research project with available data. More artifacts associated with a research project gives the project a larger footprint, increasing the likelihood that someone finds an aspect of the research. Links from data to the research paper may also increase the search ranking of the research paper.
  4. Early View. When data is made available before a paper is published, some citations may accrue earlier than otherwise because research methods and findings are encountered prior to paper publication.
  5. Selection Bias. Authors may be more likely to publish data for papers they judge to be their best quality work, because they are most proud or confident in the results. ALTERNATIVELY, it is possible that author self-selection bias may have a negative correlation with research quality in the case of Open Data: authors may be less willing to share details for their most important and visible research in order to maintain a competitive edge and avoid the upheaval of error detection.

Sie bittet um Kritik oder weitere Vorschläge.