TY - JOUR
T1 - Inter-rater reliability in Learner Corpus Research Insights from a collaborative study on adverb placement
AU - Larsson, Tove
AU - Paquot, Magali
AU - Plonsky, Luke
N1 - Publisher Copyright: © John Benjamins Publishing Company.
PY - 2020/12/10
Y1 - 2020/12/10
N2 - In Learner Corpus Research (LCR), a common source of errors stems from manual coding and annotation of linguistic features. To estimate the amount of error present in a coded dataset, coefficients of inter-rater reliability are used. However, despite the importance of reliability and internal consistency for validity and, by extension, study quality, interpretability and generalizability, it is surprisingly uncommon for studies in the field of LCR to report on such reliability coefficients. In this Methods Report, we use a recent collaborative research project to illustrate the pertinence of considering inter-rater reliability. In doing so, we hope to initiate methodological discussion on instrument design, piloting and evaluation. We also suggest some ways forward to encourage increased transparency in reporting practices.
AB - In Learner Corpus Research (LCR), a common source of errors stems from manual coding and annotation of linguistic features. To estimate the amount of error present in a coded dataset, coefficients of inter-rater reliability are used. However, despite the importance of reliability and internal consistency for validity and, by extension, study quality, interpretability and generalizability, it is surprisingly uncommon for studies in the field of LCR to report on such reliability coefficients. In this Methods Report, we use a recent collaborative research project to illustrate the pertinence of considering inter-rater reliability. In doing so, we hope to initiate methodological discussion on instrument design, piloting and evaluation. We also suggest some ways forward to encourage increased transparency in reporting practices.
KW - Coding errors
KW - Fleiss’ kappa
KW - Inter-rater reliability
KW - Reporting practices
KW - Study quality
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U2 - 10.1075/ijlcr.20001.lar
DO - 10.1075/ijlcr.20001.lar
M3 - Review article
SN - 2215-1478
VL - 6
SP - 237
EP - 251
JO - International Journal of Learner Corpus Research
JF - International Journal of Learner Corpus Research
IS - 2
ER -