Claims

An SDT-based questionnaire yields seven distinct, reliable motivation subtypes for Chinese college ESP learners

Claim · All claims
Evidence · 1 study (2 entries) · associational r1–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

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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