Identification of Digital Divide across Indonesian Provinces: the Analysis of Key Factors

Dwi Ana Ratna Wati, A. Čaplánová, Ľubomír Darmo
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Abstract

Despite the economic and societal benefits of digitalisation and digital transformation, it is necessary to map country's digital conditions and identify the digital divide to formulate an effective strategy. The digital divide should be measured periodically to monitor progress and determine continuous improvement. This paper identifies the current digital divide among provinces in Indonesia. The study uses the hierarchical agglomerative clustering method based on The Indonesian Digital Society Index data from the Ministry of Communication and Informatics. It also analyses some key factors of the digital divide based on data from the Indonesian Bureau of Statistics using the multiple linear regression model. The results show three types of the digital divide across Indonesian provinces related to access, usage, and outcomes of information and communication technology. Gross Regional Domestic Product per capita, Wage/Salary, Proportion of Formal Labor, and Size of the Working-Age Population are identified as factors significantly affecting the digital divide.
印度尼西亚各省数字鸿沟的识别:关键因素分析
尽管数字化和数字化转型具有经济和社会效益,但仍有必要绘制国家的数字化条件图,并找出数字鸿沟,以制定有效的战略。应定期测量数字鸿沟,以监测进展情况并确定持续改进措施。本文确定了印尼各省目前存在的数字鸿沟。研究采用了基于印尼通信与信息部提供的印尼数字社会指数数据的分层聚类方法。研究还根据印尼统计局的数据,利用多元线性回归模型分析了数字鸿沟的一些关键因素。结果显示,印尼各省在信息和通信技术的获取、使用和成果方面存在三种类型的数字鸿沟。人均地区国内生产总值、工资/薪金、正规劳动力比例和工作年龄人口规模被确定为显著影响数字鸿沟的因素。
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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