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Impact of heterogenous capabilities on export performance amid the digital transformation 数字化转型中异质能力对出口绩效的影响
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-11 DOI: 10.1016/j.asieco.2024.101829
Kyunam Kim , Hyuk Chung
We investigate the effects of adopting digital technology on export performance of Korean manufacturing firms amidst the digital transformation. We recognize firm-level capabilities should be closely associated with adoption of rapidly progressing digital technology but also with export performance. And our data indicates that the most common purpose of digital technology adoption is to launch new products to the market. Hence, we consider that technology adoption is a strategic and purposeful decision to gain competitive edge mostly by producing new product, and treating technology adoption exogenous can be misleading. Due to the endogeneity and selection issues in technology adoption, the endogenous switching regression is applied to this study as Coad et al. (2020). On technology adoption decision, we find external innovative resources from strategic alliance in addition to internal innovative capabilities stand out. Given technology adoption decision, internal capabilities like patent rights and international affiliation are complementary factors to export growth. The treatment effect analysis has implications as follows: the result on contribution of technology adoption to export growth for actually adopting firms is rather small, and shows heterogenous innovation, organizational, and external capabilities are still critical factors as much as new products embedding high-end digital technology; the result on non-adopting firms indicates potential of advanced digital technology to improve export performance by helping to produce such new products if they were actually capable to do it. In sum, our findings provide another evidence that structurally positive interaction between innovative activities and export performance as Aw et al. (2011), since adoption of digital technology to products itself is innovative in the digital transformation. Furthermore, the result is consistent with the capability theory in that heterogenous innovative and complementary capabilities determine strategic technology adoption and export performance simultaneously. Finally, our findings indicate that the digital transformation might be still at the early stage. The fact that Korean firms have adopted advanced digital technology mainly for new products can be interpreted as an indicator of early development stage of transformation, since firms concentrate on product innovation than process innovation to gain competitive edge at the early stage (Utterback and Abernathy, 1975). Thus, we expect that further evolution of digital transformation can facilitate process innovation, then contribute to firm performance by improving cost efficiency that should be tackled in the upcoming study.
我们研究了韩国制造业企业在数字化转型中采用数字技术对出口绩效的影响。我们认为,企业层面的能力不仅与采用快速发展的数字技术密切相关,也与出口绩效密切相关。我们的数据表明,采用数字技术最常见的目的是向市场推出新产品。因此,我们认为采用技术是一种战略性的、有目的的决策,主要是通过生产新产品来获得竞争优势,而将采用技术视为外生因素可能会产生误导。由于技术采用中的内生性和选择问题,本研究采用了 Coad 等人(2020 年)的内生转换回归。在技术采用决策方面,我们发现除了内部创新能力外,来自战略联盟的外部创新资源也非常突出。在技术采用决策方面,专利权和国际关联等内部能力是出口增长的补充因素。处理效应分析具有以下意义:对于实际采用技术的企业,技术采用对出口增长的贡献结果相当小,这表明异质创新、组织和外部能力与嵌入高端数字技术的新产品一样,仍然是关键因素;对于未采用技术的企业,结果表明,如果它们确实有能力生产此类新产品,先进的数字技术有可能帮助它们提高出口绩效。总之,我们的研究结果提供了另一个证据,证明创新活动与出口绩效之间存在结构性的正向互动,正如 Aw 等人(2011 年)所言,因为产品采用数字技术本身就是数字化转型中的创新。此外,这一结果也符合能力理论,即异质创新能力和互补能力同时决定了战略技术的采用和出口绩效。最后,我们的研究结果表明,数字化转型可能仍处于早期阶段。韩国企业主要在新产品上采用先进的数字技术,这可以解释为转型处于早期发展阶段的一个指标,因为在早期阶段,企业集中于产品创新,而不是流程创新,以获得竞争优势(Utterback 和 Abernathy,1975 年)。因此,我们期待数字化转型的进一步发展能促进流程创新,进而通过提高成本效率来提升企业绩效,这也是下一步研究要解决的问题。
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引用次数: 0
The productivity spillover effect of foreign divestment: Evidence from Chinese industrial enterprises 外资撤资的生产力溢出效应:来自中国工业企业的证据
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-11 DOI: 10.1016/j.asieco.2024.101824
Chunxiao Si , Changyuan Luo
Foreign divestment in China is garnering increasing social attention. This study investigates the productivity spillover effects of foreign divestment based on Chinese industrial enterprise data from 2000 to 2007. Our findings indicate that foreign divestment negatively impacts the total factor productivity (TFP) of incumbent enterprises, especially through backward linkages. We examine potential mechanisms based on the characteristics of divested and incumbent enterprises. The closure of foreign-invested enterprise disrupts industrial connections, whereas the sale of foreign equity to domestic shareholders strengthens local industrial linkages, thus presenting an opposite effect. Hong Kong, Macau, and Taiwan (HMT)-invested enterprises tend to local sourcing, leading to divestment effects through backward linkages. Conversely, non-HMT enterprises, with a higher capability to provide differentiated intermediate goods, primarily exhibit forward linkage effects. Further analysis reveals that incumbent enterprises with lower technological capabilities are more dependent on their foreign suppliers and customers. Domestic non-state-owned enterprises and those in regions with lower economic development or marketization levels also have less stable input-output relationships. As a result, these enterprises are more susceptible to the vertical spillover effects of foreign divestment.
中国的外资撤资问题日益受到社会关注。本研究基于 2000 年至 2007 年的中国工业企业数据,探讨了外资撤资的生产率溢出效应。我们的研究结果表明,外资撤资会对在位企业的全要素生产率(TFP)产生负面影响,尤其是通过后向联系。我们根据撤资企业和在位企业的特点研究了其潜在机制。外商投资企业的倒闭破坏了产业联系,而将外资股权出售给国内股东则加强了当地的产业联系,从而产生了相反的效果。港澳台投资企业倾向于本地采购,通过后向联系产生撤资效应。相反,非港澳台企业提供差异化中间产品的能力较强,主要表现为前向联系效应。进一步的分析表明,技术能力较低的在位企业更依赖于外国供应商和客户。国内非国有企业以及经济发展水平或市场化水平较低地区的非国有企业的投入产出关系也不太稳定。因此,这些企业更容易受到外资撤出的纵向溢出效应的影响。
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引用次数: 0
Does increasing robot density exacerbate wealth inequality? 机器人密度的增加是否会加剧财富不平等?
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-11 DOI: 10.1016/j.asieco.2024.101830
Nan Jia , Xueling Yan , Shule Yu
This article expands the economic consequences of applying automation technology beyond the labor market to encompass wealth distribution. It empirically investigates the effects of changes in robot density on household wealth inequality and potential mechanisms. By using three-digit industry codes provided by the China Census 1 % sampling data in 2015, this paper achieves a more accurate matching of industrial robot data with individual data and employs instrumental variables to alleviate potential endogeneity bias. This paper finds that increasing robot density exacerbates the inequality of family wealth, and this effect has a particularly significant impact on young labor force and workers with low education. Its impact mechanism may come from the inequality of employment difficulty and the increase of the non-transferability of human capital. This study is of great importance to deeper understand the economic consequences of the accelerated use of automation technology and accurately formulate public policies to narrow the wealth gap.
本文将自动化技术应用的经济后果从劳动力市场扩展到财富分配。文章实证研究了机器人密度变化对家庭财富不平等的影响及潜在机制。通过使用 2015 年中国人口普查 1 % 抽样数据提供的三位数行业代码,本文实现了工业机器人数据与个人数据的更精确匹配,并采用工具变量来减轻潜在的内生性偏差。本文发现,机器人密度的增加会加剧家庭财富的不平等,这种效应对年轻劳动力和低学历工人的影响尤为显著。其影响机制可能来自就业难度的不平等和人力资本不可转移性的增加。这项研究对于深入理解自动化技术加速应用的经济后果,准确制定缩小贫富差距的公共政策具有重要意义。
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引用次数: 0
Does government-driven infrastructure boost green innovation? Evidence of new infrastructure plan in China 政府推动的基础设施能否促进绿色创新?中国新基础设施计划的证据
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-11 DOI: 10.1016/j.asieco.2024.101828
Fan Zhang , Feng Wang , Shujie Yao
The role of government-driven investment in improving environmental quality has long been an essential concern of environmental research. Using a spatial difference-in-differences model, this study investigates the influence of government-driven new infrastructure investment on green innovation. Based on a panel dataset of 276 Chinese cities from 2005 to 2019, we find a positive effect of high-speed rail (HSR) and smart city (SC) construction on green innovation. Compared with cities that are unconnected to the HSR network, those that are accessible by HSR experienced a 20.6 % increase in per capita green patents. In addition, being a SC planned by the government is associated with 14.8 % more green patents per capita than other cities. Moreover, government-promoted new infrastructure has significant spatial spillover effects on green innovation in adjacent cities. Regional sensitivity is found in promotional and spatial spillover effects. The findings of our study offer essential insights for developing effective policies for advancing infrastructure modernization and environmental protection simultaneously.
长期以来,政府主导的投资在改善环境质量方面的作用一直是环境研究的一个重要关注点。本研究采用空间差分模型,探讨了政府主导的新型基础设施投资对绿色创新的影响。基于 2005 年至 2019 年中国 276 个城市的面板数据集,我们发现高铁(HSR)和智慧城市(SC)建设对绿色创新有积极影响。与未通高铁的城市相比,通高铁的城市人均绿色专利增加了 20.6%。此外,与其他城市相比,由政府规划的高铁沿线城市的人均绿色专利数量增加了 14.8%。此外,政府推动的新基础设施对相邻城市的绿色创新具有显著的空间溢出效应。在促进效应和空间溢出效应中发现了区域敏感性。我们的研究结果为制定同时推进基础设施现代化和环境保护的有效政策提供了重要启示。
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引用次数: 0
Cost of escaping air pollution: A way to prevent excessive expansion of industrial areas 逃避空气污染的代价:防止工业区过度扩张的方法
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-11 DOI: 10.1016/j.asieco.2024.101823
I-Chun Tsai
To pursue economic growth, many emerging markets prioritize providing land and resources to industries rather than people, resulting in people being forced to relocate. This paper uses Taiwan’s largest industrial city (Kaohsiung) as an example to discuss the negative spillover effect brought about by its most polluted industrial area (the Kaohsiung Linhai Industrial Park, KLIP). This study finds that the proximity between residences and the pollution sources and air pollution severity both cause housing prices to decrease. The results also show that among different air pollution indicators, SO2 concentration exerts the largest influence on housing prices. This may be because the SO2 emitted by large coal-fired power plants and oil refineries in the KLIP is linked to pollution-based haze and creates a visible atmospheric brown haze. By discussing the industrial park’s air pollution problem, this paper illustrates the harm of the overdevelopment of an industrial park. To prevent people’s relocation events resulting from the overdevelopment of an industrial park occurring in the future, we must regularly estimate the shadow price that residents living near the industrial park are required to pay to escape air pollution. This paper also puts forward suggestions that contribute to the sustainable development of industrial parks.
为了追求经济增长,许多新兴市场将土地和资源优先提供给工业而非人口,导致人口被迫迁移。本文以台湾最大的工业城市(高雄)为例,探讨其污染最严重的工业区(高雄临海工业区)所带来的负面溢出效应。研究发现,住宅与污染源的距离和空气污染的严重程度都会导致房价下降。结果还显示,在不同的空气污染指标中,二氧化硫浓度对房价的影响最大。这可能是因为吉隆坡工业园区内的大型燃煤电厂和炼油厂排放的二氧化硫与污染型雾霾有关,并在大气中形成可见的棕色雾霾。本文通过讨论工业园区的空气污染问题,说明了工业园区过度开发的危害。为了防止未来发生因工业园区过度开发而导致的居民搬迁事件,我们必须定期估算工业园区附近居民为躲避空气污染而需要付出的影子价格。本文还提出了有助于工业园区可持续发展的建议。
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引用次数: 0
Inflation targeting and monetary policy response in India 印度的通胀目标和货币政策对策
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-11 DOI: 10.1016/j.asieco.2024.101822
Abhay Pratap Raghuvanshi, Wasim Ahmad
India adopted the Flexible Inflation Targeting (FIT) regime in 2016 under the mentorship of the Monetary Policy Committee (MPC). With FIT’s introduction, the effectiveness of monetary policy transmission channels required a re-visit and this paper is a valuable contribution in this direction. Using the multivariate model with an augmented Bayesian set- up, we find that FIT-MPC has strengthened the credit and interest rate channels while their impact on output has weakened. The impact of Operation Twist – a set of unconventional measures pursued during the pandemic is visible. Overall, the findings highlight the overhauling effect of monetary policy transmission in the Indian context.
在货币政策委员会(MPC)的指导下,印度于 2016 年采用了灵活通胀目标制(FIT)。随着 FIT 的引入,货币政策传导渠道的有效性需要重新审视,而本文正是在这一方向上做出的宝贵贡献。通过使用具有增强贝叶斯设置的多元模型,我们发现 FIT-MPC 加强了信贷和利率渠道,而它们对产出的影响则有所减弱。扭曲操作--大流行病期间采取的一系列非常规措施--的影响显而易见。总之,研究结果凸显了印度货币政策传导的全面改革效应。
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引用次数: 0
Confucian culture, public education expenditure, and economic growth 儒家文化、公共教育支出与经济增长
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-10 DOI: 10.1016/j.asieco.2024.101827
Junbing Zhu
Confucian culture has been found to have significant effects on economic outcomes, yet current studies seldom delve into its impact on regional economic growth in China and the role of government behavior as a mechanism. From the perspective of government response to public demands for education, this paper examines whether Confucian culture fosters economic growth by driving up public education expenditure. Using panel data at the prefecture-level over 2003–2018 and taking the historical population density of jinshi in the Ming and Qing Dynasties as the proxy of the Confucian culture, the empirical analysis is done mainly through pooled OLS and IV analysis. Results show that Confucian culture has a significant and positive effect on economic growth, which can be partially explained by its positive influence on public education expenditure. The channel still holds after controlling human capital in regression. Further discussion of the clan culture and local governors’ cultural backgrounds suggests that higher public education expenditure results from the local government’s passive response to public demands for education. Thus, local governments are suggested to widen and improve the channels for expressing public demands and increase public education expenditure while balancing public demands and the need to boost economic growth.
儒家文化对经济结果有显著影响,但目前的研究很少深入探讨儒家文化对中国区域经济增长的影响以及政府行为的作用机制。本文从政府对公众教育需求的回应角度出发,探讨儒家文化是否会通过提高公共教育支出来促进经济增长。本文使用 2003-2018 年的县级面板数据,以历史上明清两代进士人口密度作为儒家文化的替代变量,主要通过集合 OLS 和 IV 分析进行实证分析。结果表明,儒家文化对经济增长有显著的正向影响,这可以部分地通过儒家文化对公共教育支出的正向影响来解释。在回归中控制了人力资本后,这一渠道仍然成立。对宗族文化和地方长官文化背景的进一步讨论表明,较高的公共教育支出源于地方政府对公众教育需求的被动回应。因此,建议地方政府拓宽和完善公众诉求表达渠道,在平衡公众诉求和促进经济增长的同时,增加公共教育支出。
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引用次数: 0
The impact of digitization in manufacturing on female employment and gender wage gap 制造业数字化对女性就业和性别工资差距的影响
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-10 DOI: 10.1016/j.asieco.2024.101821
Yunxia WU , Lei LI , Yanyan Zheng
This paper comprehensively examines the impact of digitization in manufacturing on female employment and the gender wage gap, utilizing data from Chinese manufacturing enterprises. The findings indicate that digitization creates more employment opportunities for female workers, increases their employment share, and narrows the gender wage gap. Notably, the increase in female employment due to digitization is more pronounced in private enterprises, as well as in the eastern and central regions, particularly within low-tech industries. Similarly, the effect of digitization on reducing the gender wage gap is most significant in private enterprises, eastern regions, and low-tech sectors. The mechanism underlying these changes suggests that manufacturing digitization enhances female employment through increased output and productivity, thereby contributing to a reduction in the gender wage gap. This study holds significant value for advancing digitization and promoting gender equality in the labor market.
本文利用中国制造业企业的数据,全面研究了制造业数字化对女性就业和性别工资差距的影响。研究结果表明,数字化为女性员工创造了更多就业机会,提高了她们的就业比例,缩小了男女工资差距。值得注意的是,数字化带来的女性就业增加在民营企业、东部和中部地区更为明显,尤其是在低技术行业。同样,数字化对缩小性别工资差距的影响在私营企业、东部地区和低技术行业最为显著。这些变化的内在机制表明,制造业数字化通过提高产出和生产率来增加女性就业,从而有助于缩小性别工资差距。这项研究对推进数字化和促进劳动力市场的性别平等具有重要价值。
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引用次数: 0
Data policy restrictions and cross-border E-commerce: Evidence from China 数据政策限制与跨境电子商务:来自中国的证据
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-10 DOI: 10.1016/j.asieco.2024.101826
Shuzhong Ma , Sishi Huang , Peng Wu
In the era of digital economics, data has become a crucial factor in driving cross-border e-commerce (CBEC). We examine the impact of data policy restrictions on CBEC, focusing on the Chinese context. Using a theoretical framework that analyzes the costs and benefits of data protection regulations, we delve into the economic effects of these policies. The results show that data policies in importing countries have a substantial negative impact on China’s CBEC exports. The heterogeneous analysis shows that this negative impact is stronger for products that are more differentiated, industries that are more highly-digital and high-tech, and countries with higher income. We also estimate the moderating role of data comparative advantage. The results reveal that the trade-inhibiting effect of data restriction increases with the enhancement of importing countries’ data comparative advantage. Finally, economic freedom in the importing country can mitigate the negative impact of data policy restrictions.
在数字经济时代,数据已成为推动跨境电子商务(CBEC)发展的关键因素。我们以中国为研究对象,探讨了数据政策限制对跨境电子商务的影响。通过分析数据保护法规的成本和收益的理论框架,我们深入探讨了这些政策的经济效应。结果显示,进口国的数据政策对中国的 CBEC 出口产生了巨大的负面影响。异质性分析表明,这种负面影响对于差异化程度较高的产品、数字化程度较高和高科技含量较高的行业以及收入较高的国家更为明显。我们还估算了数据比较优势的调节作用。结果显示,数据限制对贸易的抑制作用随着进口国数据比较优势的增强而增加。最后,进口国的经济自由度可以减轻数据政策限制的负面影响。
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引用次数: 0
International comparison of the impact of digital transformation on employment 数字化转型对就业影响的国际比较
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-10-06 DOI: 10.1016/j.asieco.2024.101820
Jing You , Xiangyu Xu , Deng Liao , Chen Lin
Theoretical analysis in this paper examines the impact of digital transformation on employment and its transmission mechanisms. It proposes that regional characteristics, such as market size, industry structure, and labor structure, are important factors influencing the employment effect of digital transformation. Empirically, this paper analyzes the employment effect of digital transformation using economic panel data from 68 countries spanning the years 2013–2019 and finds that: 1) In terms of employment, digital transformation is dominated by the substitution effect. In terms of wages, digital transformation presents wage-rising effects. 2) Large market size and advanced industry structure significantly mitigate the employment substitution effect and enhance the wage-rising effect. 3) The skillization of labor structure has no significant impact on the employment substitution effect of digital transformation, but it significantly enhances the wage-raising effect. 4) Developing countries experience a more pronounced employment substitution effect from digital transformation, while developed countries witness a more prominent wage-increasing effect. The robustness of these results has been confirmed after introducing a one-period lag in the explanatory variables and utilizing instrumental variables. These findings of this paper offer valuable insights for achieving a balance between equity and efficiency in the context of digital transformation.
本文的理论分析探讨了数字化转型对就业的影响及其传导机制。本文提出,市场规模、产业结构、劳动力结构等区域特征是影响数字化转型就业效应的重要因素。在实证研究方面,本文利用 68 个国家 2013-2019 年的经济面板数据分析了数字化转型的就业效应,结果发现1) 就就业而言,数字化转型主要受到替代效应的影响。在工资方面,数字化转型带来了工资上涨效应。2) 庞大的市场规模和先进的产业结构大大缓解了就业替代效应,增强了工资上涨效应。3)劳动力结构的技能化对数字化转型的就业替代效应没有显著影响,但会显著增强工资上涨效应。4) 发展中国家在数字化转型中的就业替代效应更为明显,而发达国家的工资增长效应更为突出。在解释变量中引入一期滞后和利用工具变量后,这些结果的稳健性得到了证实。本文的这些发现为在数字化转型背景下实现公平与效率之间的平衡提供了宝贵的启示。
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引用次数: 0
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Journal of Asian Economics
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