The role of non-cognitive skills in the adoption of information and communication technology in Indonesia

Q2 Economics, Econometrics and Finance Asian Economic and Financial Review Pub Date : 2023-03-08 DOI:10.55493/5002.v13i3.4741
R. Hartono, D. Koestiono, S. Syafrial, Hery Toiba, Mangku Purnonomo
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Abstract

Non-cognitive skills play an essential role in economic development because they help determine the adoption of technological innovations, such as information and communication technology (ICT). However, evidence of the influence of non-cognitive abilities on ICT adoption in Indonesia is limited. Therefore, this study aims to analyze the role of non-cognitive skills in ICT adoption in Indonesia. This study employed the big five personality traits to measure individuals’ non-cognitive abilities. Using the national representative data from the Indonesian family life survey, the probit regression analysis was applied to analyze the role of non-cognitive skills on ICT adoption. The findings show that openness and extraversion can significantly increase ICT adoption. Meanwhile, conscientiousness, agreeableness, and neuroticism show a negative and significant influence. The disaggregate analysis based on gender and location shows different results. The findings in this study have shown that policymaking needs to consider the roles of non-cognitive skills. This finding implies that non-cognitive skills, such as the big five personality traits, should be considered in the formulation of the economic development policy.
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非认知技能在印度尼西亚采用信息和通信技术方面的作用
非认知技能在经济发展中发挥着至关重要的作用,因为它们有助于决定信息和通信技术等技术创新的采用。然而,关于非认知能力对印度尼西亚信息通信技术采用的影响的证据有限。因此,本研究旨在分析非认知技能在印尼ICT采用中的作用。本研究采用五大人格特征来衡量个体的非认知能力。利用印度尼西亚家庭生活调查的全国代表性数据,采用概率回归分析分析非认知技能对ICT采用的作用。研究结果表明,开放性和外向性可以显著提高信息通信技术的采用率。尽责性、宜人性和神经质对学生表现出显著负向影响。基于性别和地域的分类分析显示出不同的结果。本研究结果表明,政策制定需要考虑非认知技能的作用。这一发现意味着,在制定经济发展政策时,应考虑诸如五大人格特征等非认知技能。
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来源期刊
Asian Economic and Financial Review
Asian Economic and Financial Review Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
1.80
自引率
0.00%
发文量
64
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