Evidence map›Paper›PMID 42085500›Full record

ArticlePloS one2026

Effectiveness of design thinking pedagogy in SCCT-based career guidance: Students' career decision-making self-efficacy and perceived value.

Yahong Cai, Nalini Arumugam, Yukai Chen

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

3 authors.

Yahong CaiSchool of Education Sciences, Hanshan Normal University, Chaozhou, Guangdong, China.ORCID https://orcid.org/0009-0006-2172-0412
Nalini ArumugamFaculty of Education, Languages, Psychology, and Music (FoELPM), SEGi University, Petaling Jaya, Malaysia.
Yukai ChenSchool of Geography, Tourism and Teochew Cuisine, Hanshan Normal University, Chaozhou, Guangdong, China.ORCID https://orcid.org/0009-0004-6222-5624

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the impact of design thinking pedagogy on college students' career decision-making self-efficacy and perceived value in career education. A quasi-experimental design was employed with 140 participants from two homogeneous intact groups. The experimental group implemented design thinking pedagogy, whereas the control group received the regular teacher-centered method in career guidance courses. Data were collected using mixed methods. Quantitative data were collected using a career decision-making self-efficacy scale, and qualitative data were obtained through semi-structured interviews to explore students' perceived value. Data were analyzed using independent samples t tests, analysis of covariance, and thematic analysis. The results revealed that design thinking pedagogy significantly improved students' career decision-making self-efficacy through practical skill acquisition, emotional empowerment, and social identity, and perceived high evaluation, indicating that design thinking pedagogy is effective in career education. This study provides empirical evidence for integrating design thinking into career education, contributing to innovative pedagogies in higher education and emphasizing its importance in preparing students to proactively navigate evolving profession landscapes.

Indexed as

Career ChoiceDecision MakingSelf EfficacyStudentsThinkingVocational GuidanceAdultFemaleHumansMaleTeachingYoung Adult

Identifiers

PMID42085500
PMCPMC13143054

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.