The Influence of Prior Perception, Attitude, and Immediate Knowledge of AI on Adolescents' Preferences for High- and Low-Replaceable Jobs.

Huanlei Wang, Xiaoxiong Lai, Shunsen Huang, Xinran Dai, Xinmei Zhao, Yun Wang

Abstract read

In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Huanlei WangState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China.ORCID 0009-0002-3311-746X

Xiaoxiong LaiInstitute of Digital Education, China National Academy of Educational Sciences, Beijing 100088, China.

Shunsen HuangInstitute of Sociology, Chinese Academy of Social Sciences, Beijing 100732, China.ORCID 0000-0002-9331-3107

Xinran DaiState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China.

Xinmei ZhaoState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China.

Yun WangState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China.ORCID 0000-0002-2648-4467

Funding

Fundamental Research Funds for the Central Scientific Research Institutes of CNAES GYJ2024076the Major Program of National Social Science Fund of China 20&ZD153

6 · The paper itself

Abstract

While extensive research has examined adult perceptions of Artificial Intelligence (AI)'s impact on the workforce, studies focusing on adolescents-who are at a critical stage of career development-remain scarce. Drawing upon Social Cognitive Career Theory (SCCT) and the significance of fostering adolescents' adaptability in the era of AI, we designed a questionnaire-based experiment to examine how adolescents' prior perceptions, attitude and immediate knowledge of AI influence their career preferences. We conducted a questionnaire-based experiment with 836 adolescents (

Indexed as

adolescentsArtificial Intelligenceattitude towards AIcareer preferencefamiliarity with AItrust in AI

Identifiers

PMID41595013

DOI10.3390/bs16010072

PMCPMC12837924

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.