Evidence map›Paper›PMID 42707162›Full record

ArticleFrontiers in psychology2026

The psychological pathways to maritime English motivation: need satisfaction, frustration, and learning outcomes.

Xiaoli Hu

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Xiaoli HuSchool of International Education, Jiangsu Maritime Institute, Nanjing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Numerous studies have confirmed the positive effects of Self-Determination Theory (SDT) on educational motivation; however, how its three core psychological needs operate in the high-pressure context of maritime English training remains underexplored. To address this gap, in the present study, we examined the drivers of English-learning motivation among Chinese maritime cadets preparing for Standards of Training, Certification and Watch-keeping for Seafarers (STCW) certification using a non-WEIRD sample. Methods: A sequential explanatory mixed-methods design was utilized. The quantitative phase tested a dual-path SDT model among 304 cadets, with need satisfaction and frustration as parallel mediators between a need-supportive learning environment and learning outcomes, using Partial Least Squares Structural Equation Modeling (PLS-SEM). The qualitative phase comprised 20 semistructured interviews selected through maximum variation sampling and evaluated using thematic analysis (intercoder reliability: Cohen's Results: Competence satisfaction was the strongest factor for intrinsic motivation ( Discussion: These findings show that in vocational settings psychological needs are weighed differently. Autonomy support works best as "guided autonomy" within set rules, and relatedness includes connections to the professional community. The dual-path model explains much of the difference between self-reported learning outcomes (R

Indexed as

basic psychological needsdual-path modelmaritime Englishmixed methodsmotivationPLS-SEMSDTvocational education

Identifiers

PMID42707162
PMCPMC13547243

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.