The Role of Artificial Intelligence and Digital Solutions in Transforming Educational and Employment Access for Individuals With Disabilities.

IF 2.7 2区 社会学 Q1 SOCIOLOGY
Anis Omri, Sana Slimani, Hatem Afi
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Abstract

While education is essential for employability, people with disabilities often face barriers such as inadequate accommodations and limited access to adaptive technologies, hindering their equitable labor market participation. This research addresses these challenges by analyzing the roles of artificial intelligence (AI) and digitalization in the relationship between educational attainment and employability among people with disabilities in 33 high-income countries from 2010 to 2022. Using a moderated moderation model, the study evaluates how AI and digitalization jointly influence the relationship between education levels and employment outcomes. The analysis employs the Hayes PROCESS macro with bootstrapped confidence intervals to ensure robustness and accuracy in estimating interaction effects. The findings demonstrate that education significantly enhances employment prospects for individuals with disabilities, with stronger effects observed at intermediate and advanced education levels. AI serves as a critical moderator, amplifying the positive impact of education by creating adaptive learning environments and fostering essential technical and transversal skills. Digitalization complements this role by providing the infrastructure necessary to integrate AI into education systems, broadening access to resources, and enabling flexible learning opportunities. The study further identifies a moderated moderation effect, where the combined influence of AI and digitalization significantly strengthens the effect of education on employability for disabled people. These results highlight the transformative potential of AI and digitalization in improving education quality and fostering labor market inclusion for persons with disabilities in an increasingly digitalized world.

人工智能和数字解决方案在改变残疾人教育和就业机会中的作用。
虽然教育对就业能力至关重要,但残疾人往往面临住宿条件不足和获得适应性技术的机会有限等障碍,阻碍了他们公平参与劳动力市场。本研究通过分析2010年至2022年33个高收入国家的人工智能(AI)和数字化在残疾人受教育程度和就业能力之间的关系中的作用,解决了这些挑战。该研究使用一个有调节的调节模型,评估了人工智能和数字化如何共同影响教育水平与就业结果之间的关系。分析采用Hayes PROCESS宏与自启动置信区间,以确保鲁棒性和准确性估计的相互作用的影响。研究结果表明,教育显著提高了残疾人的就业前景,在中等和高等教育水平上观察到更强的影响。人工智能起到了关键的调节作用,通过创造适应性学习环境和培养基本的技术和横向技能,放大了教育的积极影响。数字化通过提供将人工智能纳入教育系统所需的基础设施、扩大获取资源的途径和实现灵活的学习机会,对这一作用进行了补充。该研究进一步确定了一种有调节的调节效应,其中人工智能和数字化的综合影响显着增强了教育对残疾人就业能力的影响。这些结果突出表明,在日益数字化的世界中,人工智能和数字化在提高教育质量和促进残疾人融入劳动力市场方面具有变革性潜力。
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来源期刊
CiteScore
4.50
自引率
4.80%
发文量
72
期刊介绍: British Journal of Sociology is published on behalf of the London School of Economics and Political Science (LSE) is unique in the United Kingdom in its concentration on teaching and research across the full range of the social, political and economic sciences. Founded in 1895 by Beatrice and Sidney Webb, the LSE is one of the largest colleges within the University of London and has an outstanding reputation for academic excellence nationally and internationally. Mission Statement: • To be a leading sociology journal in terms of academic substance, scholarly reputation , with relevance to and impact on the social and democratic questions of our times • To publish papers demonstrating the highest standards of scholarship in sociology from authors worldwide; • To carry papers from across the full range of sociological research and knowledge • To lead debate on key methodological and theoretical questions and controversies in contemporary sociology, for example through the annual lecture special issue • To highlight new areas of sociological research, new developments in sociological theory, and new methodological innovations, for example through timely special sections and special issues • To react quickly to major publishing and/or world events by producing special issues and/or sections • To publish the best work from scholars in new and emerging regions where sociology is developing • To encourage new and aspiring sociologists to submit papers to the journal, and to spotlight their work through the early career prize • To engage with the sociological community – academics as well as students – in the UK and abroad, through social media, and a journal blog.
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