数字化的决定因素:来自亚太地区国家的证据

Md Aslam Mia, Md Imran Hossain, Sunil Sangwan
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引用次数: 0

摘要

目的数字化是促进全球经济增长的主要因素之一。然而,发达国家和发展中国家的数字化水平差异很大,后者往往落在后面。要弥合这一差距,关键是要找出数字化的驱动因素,特别是从宏观经济和国家治理层面。因此,本研究旨在调查数字化的决定因素,尤其是亚太地区国家的数字化决定因素。 设计/方法/途径我们的研究采用了 46 个亚太国家 2001-2021 年的非平衡面板数据。首先,我们使用常规计量经济学方法对数据进行分析,如集合普通最小二乘法(POLS)、随机效应模型(REM)和固定效应模型(FEM)。此外,我们还采用了内生性校正技术和替代代用指标,以提高研究结果的稳健性和可靠性。研究结果我们的研究结果表明,经济发展进步、相对于国家规模的政府支出和政治稳定性是数字化的主要驱动因素。相比之下,国家层面的腐败问题则是一个重大障碍。值得注意的是,我们的结果对内生性校正技术和数字化的替代代用指标仍然是稳健的。总体而言,这些见解可以为政策制定者提供信息,帮助他们了解影响数字化的宏观经济和治理因素,并指导他们做出有效的政策干预决策。 本研究的实证结果通过量化宏观经济和治理因素对部分国家数字化的影响,为现有文献增添了重要价值。这为政策制定者,尤其是数字化水平较低的国家的政策制定者提供了宝贵的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determinants of digitalization: Evidence from Asia and the Pacific countries
PurposeDigitalization is one of the major factors that fosters economic growth across the world. However, the level of digitalization varies significantly between developed and developing countries, with the latter often lagging behind. To bridge this gap, it is crucial to pinpoint the drivers of digitalization, specifically from the macroeconomic and country-level governance dimensions. Therefore, this study aims to investigate the determinants of digitalization, particularly for countries in Asia and the Pacific region.Design/methodology/approachOur study utilizes unbalanced panel data from 46 Asian and Pacific countries for the period of 2001–2021. Initially, we analyzed the data using conventional econometric methods, such as pooled ordinary least squares (POLS), random-effects model (REM) and fixed-effects model (FEM). Moreover, we employed endogeneity-corrected techniques and alternative proxies to enhance the robustness and reliability of our findings.FindingsOur findings reveal that economic development progress, government expenditure relative to country size and political stability are key drivers of digitalization. In contrast, corruption at the country level emerges as a significant impediment. Notably, our results remain robust to endogeneity-corrected techniques and alternative proxies of digitalization. Overall, these insights can inform policymakers, helping them to understand the macroeconomic and governance factors shaping digitalization and guide their decision-making toward effective policy interventions.Originality/valueThis study’s empirical findings add significant value to the existing literature by quantifying the impact of macroeconomic and governance factors on digitalization in selected countries. This offers valuable insights for policymakers, particularly in nations with lower levels of digitalization.
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