Background data for: Down-sampling strategies in corpus phonology
This dataset records the result of a systematic review on the use of down-sampling practices in corpus phonology. It is associated with the following paper: Sönning, Lukas. 2025. Down-sampling strategies in corpus phonology. OSF Preprints. <a href="https://osf.io/preprints/osf/5hduq_v
This dataset records the result of a systematic review on the use of down-sampling practices in corpus phonology. It is associated with the following paper:
Sönning, Lukas. 2025. Down-sampling strategies in corpus phonology. OSF Preprints. https://osf.io/preprints/osf/5hduq_v1
It consists of a UTF-8-encoded, tab-separated data table.
A systematic review of down-sampling practices in corpus research
To better understand how (corpus) linguists down-sample their data, I conducted a systematic review. The report pool includes n = 6,972 research articles published between 2012 and 2024 across 20 linguistic journals. The selection of journals, which are listed in the table below, aims to cover a broad range of subdisciplines and research styles. The following table lists the number of studies in the review by journal; journals are sorted by article count.
| Journal | n |
| Lingua | 1,167 |
| Applied Psycholinguistics | 624 |
| Applied Linguistics | 464 |
| World Englishes | 457 |
| Linguistics | 451 |
| Natural Language and Linguistic Theory | 425 |
| Language Learning | 408 |
| Studies in Second Language Acquisition | 394 |