Social Work Practice in the Era of Artificial Intelligence: Social Workers' Voices from South Asia.

IF 2.5 2区 社会学 Q1 SOCIAL WORK
Social work Pub Date : 2026-01-01 DOI:10.1093/sw/swaf050
Samta P Pandya
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引用次数: 0

Abstract

There is a growing proliferation of artificial intelligence (AI) in most spheres and sectors of contemporary society including social work. This article reports a survey of South Asian social workers' views on AI and social work including application domains, usefulness, risks and challenges, training needs, and future of the profession. The majority of respondents have suggested that social workers need training on machine learning, reinforcement learning, and natural language processing. A high proportion proposed that AI will redefine the profession's future through multisource data synthesis on client lifeworld contexts, analysis of macro- and organizational-level data for intervention, multiple domains of practical use, and AI-powered decision support systems to recommend interventions. They recommended having digital ethics committees and diverse stakeholder groups to review AI protocols and suggest modifications in case of algorithmic bias. They also highlighted the need for training sessions on the use of AI to ensure its responsible use in social work practice.

人工智能时代的社会工作实践:来自南亚社会工作者的声音。
人工智能(AI)在包括社会工作在内的当代社会的大多数领域和部门日益普及。这篇文章报告了南亚社会工作者对人工智能和社会工作的看法,包括应用领域、有用性、风险和挑战、培训需求和职业的未来。大多数受访者认为,社会工作者需要接受机器学习、强化学习和自然语言处理方面的培训。高比例的人认为,人工智能将通过对客户生活环境的多源数据综合、宏观和组织层面的干预数据分析、实际应用的多个领域,以及人工智能驱动的决策支持系统来推荐干预措施,重新定义该行业的未来。他们建议成立数字伦理委员会和不同的利益相关者团体来审查人工智能协议,并在出现算法偏见的情况下提出修改建议。他们还强调需要举办人工智能使用培训课程,以确保在社会工作实践中负责任地使用人工智能。
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
Social work
Social work SOCIAL WORK-
CiteScore
3.90
自引率
3.40%
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0
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