Artificial intelligence application in counselling practices. A multigroup analysis of acceptance and awareness using gender and professional rank.

IF 3.2 Q1 HEALTH CARE SCIENCES & SERVICES
Frontiers in digital health Pub Date : 2025-03-19 eCollection Date: 2024-01-01 DOI:10.3389/fdgth.2024.1414178
Usani Joseph Ofem, Pauline Mbua Anake, Cyril Bisong Abuo, James Omaji Ukatu, Eugene Onor Etta
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Abstract

Introduction: Artificial intelligence (AI) has emerged as a transformative tool in various professional domains, including counselling, where it offers innovative ways to enhance service delivery and client outcomes. Despite its potential, research on AI in counselling practices often focuses on its technical applications, with limited attention to the interplay between awareness, acceptance, and application. This study analyses how professional counsellors apply artificial intelligence in counselling practices using the nexus between awareness and application through acceptance of AI with gender and professional rank as group.

Method: A total of 5,432 professional counsellors were selected for the study. Data collection was conducted online to ensure a wide reach. The research instruments underwent validity checks, demonstrating high content and factorial validity. Convergent and discriminant validity were confirmed using the Average Variance Extracted (AVE) and Fornel-Larcker criterion.

Results: The findings revealed that professional counsellors exhibited high levels of awareness, acceptability, and application of AI in their counselling practices. Acceptance played a positive mediating role in the relationship between awareness and application. However, male practitioners and professors displayed stronger awareness, acceptance, and application of AI tools compared to their counterparts.

Conclusion: The study highlights the significant role of acceptance in bridging awareness and application of AI in counselling practices. It underscores the importance of addressing gender and professional rank disparities to ensure equitable adoption and utilization of AI tools. The findings offer valuable insights for policymakers in promoting the integration of AI in counselling to enhance professional practices.

人工智能在咨询实践中的应用。利用性别和专业级别对接受度和认知度进行多组分析。
导言:人工智能(AI)已成为各种专业领域的变革性工具,其中包括咨询,它提供了创新的方式来增强服务提供和客户结果。尽管人工智能具有潜力,但对其在咨询实践中的研究往往侧重于其技术应用,而对意识、接受和应用之间的相互作用关注有限。本研究分析了专业咨询师如何在咨询实践中应用人工智能,通过对人工智能的认知和应用之间的联系,通过性别和专业级别作为群体来接受人工智能。方法:共选取5432名专业心理咨询师进行研究。数据收集是在网上进行的,以确保广泛的覆盖面。研究工具经过效度检验,显示出较高的含量效度和因子效度。采用平均方差提取(AVE)和Fornel-Larcker标准验证了收敛效度和判别效度。结果:调查结果显示,专业咨询师在咨询实践中表现出高水平的人工智能意识、可接受性和应用。接受在意识与应用的关系中起正向中介作用。然而,与同行相比,男性从业者和教授表现出更强的意识、接受度和应用人工智能工具。结论:该研究强调了接受在弥合人工智能在咨询实践中的意识和应用方面的重要作用。它强调了解决性别和专业级别差异的重要性,以确保公平采用和利用人工智能工具。研究结果为政策制定者提供了宝贵的见解,有助于促进人工智能与咨询的整合,以加强专业实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.20
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0.00%
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审稿时长
13 weeks
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