An SDT-based questionnaire yields seven distinct, reliable motivation subtypes for Chinese college ESP learners¶
Claim · All claims
Evidence · 1 study (2 entries) · associationalr1–r2·q2
Currency · newest study 2016 · checked against its sources 2026-10-20 (automated, 2 of 2 entries) · 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? Exploratory factor analysis of the ESP motivation questionnaire yielded seven factors representing the hypothesized motivational constructs, accounting for 64.76% of the variance. → Liu 2016
q2 i? All seven motivation subscales showed acceptable internal consistency, with a total Cronbach alpha of 0.951. → Liu 2016 (2)
Evidence¶
Liu 2016¶
Liu, L. (2016). Why Do Chinese College Students Learn ESP: An Analysis of Language Learning Motivations within SDT Framework. English Language Teaching, 9(4). https://doi.org/10.5539/elt.v9n4p92
q2 · i? · associational · r1
Exploratory factor analysis (Maximum Likelihood extraction, Varimax rotation) on questionnaire data from 558 Chinese ESP learners. The author reports the analysis "yielded seven factors accounting for 64.76% of the variance", matching the seven hypothesized SDT constructs.
"Processed with the Maximum Likelihood extraction technique, the results of this analysis yielded seven factors accounting for 64.76% of the variance (See Table 2)."
Liu 2016 (2)¶
Liu, L. (2016). Why Do Chinese College Students Learn ESP: An Analysis of Language Learning Motivations within SDT Framework. English Language Teaching, 9(4). https://doi.org/10.5539/elt.v9n4p92
q2 · i? · associational · r2
Reliability analysis of the seven subscales in the same 558-participant survey; subscale alphas ranged 0.760–0.857 and "the total Cronbach alpha for all the subscales was calculated as 0.951".
"the total Cronbach alpha for all the subscales was calculated as 0.951, a ve ry high number in terms of reliability"
Discussion¶
Related Claims¶
- Chinese college ESP learners show high amotivation-subscale, external-regulation, identified-regulation and intrinsic (knowledge, accomplishment) item means — related
- Introjected regulation was low among Chinese ESP learners except for an identity-maintenance item — a narrower finding that bears on this claim
- Chinese ESP learners in this sample were motivated in a mixed manner, and 'certificate motivation' was not supported — related
- Children with ADHD show higher external regulation, introjected regulation and amotivation, and lower intrinsic motivation and identified regulation, toward learning than TD children — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
sdt-seven-factor-esp-motivation-structure |
title |
An SDT-based questionnaire yields seven distinct, reliable motivation subtypes for Chinese college ESP learners |
description |
An SDT-based questionnaire yields seven distinct, reliable motivation subtypes for Chinese college ESP learners |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2016 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-09-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — liu-2016, liu-2016-2 |
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