Claims

Guided ASR practice did not produce statistically significant improvement in any specific pronunciation error type, with some errors unimproved or regressed

Claim · All claims
Evidence · 1 study (2 entries) · causal r2 · q2
Currency · newest study 2023 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q2 i? Paired t-tests on each error category showed no statistically significant improvement for any error type, though treatment-group improvements exceeded control-group changes for most categories. → Dillon 2023 q2 i? Some error types showed no improvement (Wh/F) and others showed regression (BPFV). → Dillon 2023 (2)

Evidence

Dillon 2023

Dillon, Thomas, & Wells, Donald. (2023). Effects of pronunciation training using automatic speech recognition on pronunciation accuracy of Korean English language learners. English Teaching, 78(1), 3-23. https://doi.org/10.15858/engtea.78.1.202303.3

q2 · i? · causal · r2

Per-category paired t-tests on error types (Vowel, LR, Epenthesis, MISC, BPFV, S/SH, J/CH/Z, Wh/F) in the quasi-experiment; the article states "none of the error types listed show a significant p-value" despite descriptive improvements in the treatment group.

"Second, the results of paired t tests in each category did not demonstrate statistically significant improvement. While improvements did occur, none of the error types listed show a significant p-value (which was set at >.05)."

Dillon 2023 (2)

Dillon, Thomas, & Wells, Donald. (2023). Effects of pronunciation training using automatic speech recognition on pronunciation accuracy of Korean English language learners. English Teaching, 78(1), 3-23. https://doi.org/10.15858/engtea.78.1.202303.3

q2 · i? · causal · r2

Analysis of error-type changes in Table 5 of the quasi-experiment found "some pronunciation errors did not show improvement at all (Wh/F), while others showed regression (BPFV)", limiting conclusions about specific error correction.

"First, some pronunciation errors did not show improvement at all (Wh/F), while others showed regression (BPFV)."

Discussion

Page metadata
Field Value
type claim
id asr-specific-error-types-no-significant-gains
title Guided ASR practice did not produce statistically significant improvement in any specific pronunciation error type, with some errors unimproved or regressed
description Guided ASR practice did not produce statistically significant improvement in any specific pronunciation error type, with some errors unimproved or regressed
status review
evidence_strength weak
newest_evidence 2023
generated by process:wiki-ingest on 2026-09-27
trust unverified — no one has confirmed this page's content
sources 2 — dillon-2023, dillon-2023-2

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