Evidence map›Paper›PMID 41960269›Full record

ArticleFrontiers in psychology2026

From novice to master: a three-phase developmental study on the self-efficacy of traditional handicraft artisans.

Ying Chen, Hui'e Liang, Lingyun Fang

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.

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.

Ying ChenJiangsu Province Intangible Cultural Heritage Research Base, Jiangnan University, Wuxi, Jiangsu Province, China.
Hui'e LiangJiangsu Province Intangible Cultural Heritage Research Base, Jiangnan University, Wuxi, Jiangsu Province, China.
Lingyun FangJiangsu Province Intangible Cultural Heritage Research Base, Jiangnan University, Wuxi, Jiangsu Province, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To achieve the Sustainable Development Goals (SDGs), modern STEM education urgently needs to integrate learners' cognitive, affective, and behavioral development within complex practical teaching. However, the understanding of the underlying psychological evolution mechanisms in such long-term practice remains insufficient. Notably, these educational concepts have long been substantively embodied and practiced within the traditional handicraft apprenticeship model, through which numerous highly skilled artisans have been cultivated. Consequently, the learning journey of traditional handicraft artisans from novice to master serves as an ideal, historically rich, and demonstrably effective case for investigating the aforementioned psychological mechanisms. To uncover the core psychological dynamics underpinning the skill refinement of traditional handicraft artisans, this study focuses on the sources and development of self-efficacy. Guided by grounded theory, semi-structured retrospective interviews were conducted with 10 senior artisans, leading to the construction of a three-phase model comprising nine key themes related to the sources of self-efficacy. The findings reveal significant phase-specific differences in the sources of artisans' self-efficacy along their skill development: (1) In the foundational mastery phase, it primarily stems from affective states, vicarious experience, and mastery experience. (2) In the proficiency and application phase, the core sources shift to external support, vicarious experience, and affective states. (3) In the breakthrough and innovation phase, the emphasis is on self-regulation, physiological and affective states, and mastery experience. Specifically, the concept of "social persuasion" proposed by Bandura manifests more as "external support" during the proficiency phase within the context of handicraft practice. Meanwhile, the "physiological state" dimension within "physiological and affective states" appears less salient in both the foundational acquisition and proficient application stages. Furthermore, "self-regulation" emerges as a distinct source, emphasizing autonomous authority over the creative process. This extends beyond skill-based confidence, constituting a key characteristic of the innovation phase. Based on these findings, this study proposes corresponding program design implications for each phase: the foundational phase should prioritize creating a guidance-oriented exploratory environment; the proficiency phase necessitates building an application platform connecting diverse resources; and the innovation phase should focus on constructing a meaning-making community with a high degree of autonomy. This research not only deepens the understanding of Bandura's self-efficacy theory within the unique context of long-term skill acquisition by traditional handicraft artisans but also provides a psychological perspective for designing phased skill cultivation programs in this field.

Indexed as

phasesself-efficacysourcesstem educationtraditional crafts

Identifiers

PMID41960269
PMCPMC13057452

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.