Mannheim Open Social Science Conference, January 2019

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Presentation transcript:

Annotation for Transparent Inquiry (ATI) Transparency for Qualitative Social Science Research Mannheim Open Social Science Conference, January 2019 Sebastian Karcher Qualitative Data Repository

How Do We Make Qualitative Research Transparent?

Quantitative Research: Matrix Data Open Science Toby Bolsen, Thomas J. Leeper, and Matthew Shapiro. 2014. “Doing What Others Do: Norms, Science, and Collective Action on Global Warming.” American Politics Research 42(1): 65–89.

Qualitative Research: Granular Data

The Traditional Way

Annotation for Transparent Inquiry (ATI)

ATI: Data repository

ATI: Annotations

ATI examples: Historical research Source document Annotation Publication Link: http://bit.do/ati-historical

ATI Example: Excerpt, translation, and analysis Source excerpt Translation Analysis Publication

Example: audio in linguistics Documentation (list of excerpts) Data source (audio) Direct link to snippet video: https://drive.google.com/open?id=1gjAdy0BSgqHJ_eQ1s6FwPNf_frnF-OZX Direct link to raw sound file: https://drive.google.com/file/d/1uYwDxQmV24ERBBBktSy8nnrhnWQvCjJa/view?usp=sharing Link to annotation: https://hyp.is/UvONqAaYEeibFZ8epLi12g/www.cambridge.org/core/journals/english-language-and-linguistics/article/unstoppable-glottal-tracking-rapid-change-in-an-iconic-british-variable-1/B466B1578FAC33B1B4E1FFD0A538513D/core-reader Publication table Link: http://bit.do/ati-audio

Evaluating ATI: The ATI Initiative 2 Phases; currently beginning of 2nd 1st phase: Annotating recently published articles Collaborated closely with Cambridge University Press to test technology, workflows, and solicit articles Projects available at qdr.org/ati/ati-models 2nd phase: Annotating during writing process Every paper paired with reviewer, pre- and post review Authors keep logbook & fill out survey Very preliminary results

Evaluating ATI Average time spent per project: ~20hs

Evaluating ATI Relatively poor match between reviewer expectation and annotations Widely differing number of annotations (6-80/article) Widely differing usage of annotations, some disagreement Concern about incentives Interest in clearer typology of annotations Existing work on annotation/citation ontologies

ATI Challenge 2nd Phase of pilots Solicited proposals for (paid) annotation & workshop 80 submissions across disciplines & continents, though skewed towards political science Selected 19 projects, workshop in November 2018 Will follow articles through peer-review

Questions? Comments? Please stay in touch: https://qdr.syr.edu @adam42smith (Sebastian) @qdrepository (QDR) Email: skarcher@syr.edu qdr@syr.edu