Journal of Digital Economy最新文献

Does digital economy promote regional green innovation? An empirical study based on the transmission effect and threshold effect of marketization 数字经济能否促进区域绿色创新？基于市场化传导效应和门槛效应的实证研究

Journal of Digital Economy Pub Date : 2024-07-29 DOI: 10.1016/j.jdec.2024.07.002

Xu Dong , Kejia Guo , Xiaomeng Zhao

{"title":"Does digital economy promote regional green innovation? An empirical study based on the transmission effect and threshold effect of marketization","authors":"Xu Dong , Kejia Guo , Xiaomeng Zhao","doi":"10.1016/j.jdec.2024.07.002","DOIUrl":"10.1016/j.jdec.2024.07.002","url":null,"abstract":"<div><p>Exploring the green innovation effect of the digital economy under the condition of socialist market economy with Chinese characteristics is of great contemporary value. In this paper, we incorporate digital economy development, marketization and green innovation into a unified analytical framework. Based on the theoretical analysis of the intrinsic logical relationship among the three, a panel data of 31 provinces in mainland China from 2011 to 2021 is employed to empirically test the effect and mechanism of digital economy development on green innovation under the condition of marketization. The results show that digital economy development is effective in improving the level of regional green innovation; Marketization is an important transmission mechanism for digital economy to release the effectiveness of green innovation. Besides, marketization has a significant double threshold effect on green innovation driven by digital economy. To promote the synergistic development of China's digital economy, market-oriented reform and green innovation in the future, we should focus on promoting the construction of an “enterprise-public-government” community for digital economy and improving the mechanism of market-oriented green innovation.</p></div>","PeriodicalId":100773,"journal":{"name":"Journal of Digital Economy","volume":"3 ","pages":"Pages 47-61"},"PeriodicalIF":0.0,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773067024000220/pdfft?md5=6d07d8ec8dc1ab6ce9e53f104848685c&pid=1-s2.0-S2773067024000220-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141952033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

From screen to reality: How AR drives consumer engagement and purchase intention 从屏幕到现实：AR 如何促进消费者参与和购买意向

Journal of Digital Economy Pub Date : 2024-07-24 DOI: 10.1016/j.jdec.2024.07.001

Jingyi Yang, Zhibin Lin

{"title":"From screen to reality: How AR drives consumer engagement and purchase intention","authors":"Jingyi Yang, Zhibin Lin","doi":"10.1016/j.jdec.2024.07.001","DOIUrl":"10.1016/j.jdec.2024.07.001","url":null,"abstract":"<div><p>This study examines the critical role of telepresence in augmented reality (AR) retail, focusing on the key attributes of interactivity and vividness, and their impact on online marketing effectiveness. Through an online survey, the research reveals that a highly interactive and vivid AR shopping platform enhances media usefulness and media enjoyment. Furthermore, AR technology creates a realistic product experience that closely mimics physical shopping, thereby increasing consumer engagement. The results indicate that media usefulness and media enjoyment significantly enhance consumer engagement, subsequently leading to stronger purchase intentions. The study further demonstrates the sequential relationships between AR attributes, media usefulness, media enjoyment, consumer engagement, and purchase intention. This research provides valuable insights into the theoretical foundations of AR's influence on consumer behavior, shedding light on how this technology can be effectively leveraged to enhance online shopping experiences for consumers.</p></div>","PeriodicalId":100773,"journal":{"name":"Journal of Digital Economy","volume":"3 ","pages":"Pages 37-46"},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773067024000219/pdfft?md5=dd579bbe311c2b22852fe0db70a0e2f4&pid=1-s2.0-S2773067024000219-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141951276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Improve the prediction in the digital Era: Causal feature selection with minimum redundancy 在数字时代改进预测：最小冗余的因果特征选择

Journal of Digital Economy Pub Date : 2024-05-15 DOI: 10.1016/j.jdec.2024.05.001

Anton Poletaev , Buhong Liu , Lingbo Li , Vitali Avagyan , Vardan Voskanyan

{"title":"Improve the prediction in the digital Era: Causal feature selection with minimum redundancy","authors":"Anton Poletaev , Buhong Liu , Lingbo Li , Vitali Avagyan , Vardan Voskanyan","doi":"10.1016/j.jdec.2024.05.001","DOIUrl":"10.1016/j.jdec.2024.05.001","url":null,"abstract":"<div><p>Effective decision-making in complex environments requires discerning the relevant from the irrelevant, a challenge that becomes pronounced with large multivariate time-series data. However, existing feature selection algorithms often suffer from complexity and a lack of interpretability, making it difficult for decision-makers to extract value, manage risks, and adhere to compliance regulations in a thoroughly explainable way. To address these challenges, we propose a novel causality-based feature selection technique that embeds an explainable unsupervised feature selection algorithm. We refer to our proposed method as Causal Feature Selection with Minimum Redundancy (CFSMR). Our method yields a minimum viable feature set without compromising model performance while ensuring interpretability. We conduct an experimental study to compare the proposed technique with conventional feature selection techniques. Our results demonstrate that our proposed method outperforms or performs on par with existing techniques, making it a promising approach for decision-makers seeking an effective and interpretable feature selection method.</p></div>","PeriodicalId":100773,"journal":{"name":"Journal of Digital Economy","volume":"3 ","pages":"Pages 14-36"},"PeriodicalIF":0.0,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773067024000086/pdfft?md5=0c92ad6bb37824309edf9b3296dce80d&pid=1-s2.0-S2773067024000086-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141050867","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The impact of digital governance on tourism development 数字治理对旅游业发展的影响

Journal of Digital Economy Pub Date : 2024-05-10 DOI: 10.1016/j.jdec.2024.05.003

Giray Gozgor , Chi Keung Lau , Zhibin Lin , Yan Zeng

引用次数: 0

Covid-19 and digital inclusion: Impact on employment Covid-19 和数字包容：对就业的影响

Journal of Digital Economy Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2024.01.003

Nushrat Jahan , Yixiao Zhou

{"title":"Covid-19 and digital inclusion: Impact on employment","authors":"Nushrat Jahan , Yixiao Zhou","doi":"10.1016/j.jdec.2024.01.003","DOIUrl":"10.1016/j.jdec.2024.01.003","url":null,"abstract":"<div><p>The employment sector has suffered an abrupt decline in labour force participation since COVID-19 started. Digital platforms offer virtual workspace, enable remote working, and thus remain the only alternative to maintain stability in the labour market during the lockdown period. Since levels of digital inclusion vary among countries, the pandemic-led employment shocks also differ across countries. This study examines a cross-sectional dataset of 93 countries and analyses the impact of digital inclusion on employment shock during the COVID-19 pandemic using regression analysis. The estimation result suggests that digital inclusion has a significant favourable effect on employment growth in the pandemic. For one unit of increase in the digital inclusion index at the mean value of confirmed COVID-19 cases in natural logarithm, employment growth rises by 0.078 %. This favourable impact remains significant for both high- and low-income countries and is more pronounced in high-income countries. This study provides much-needed cross-country evidence on the importance of digital inclusion for stabilizing employment during the pandemic and helps inform future theoretical work on this issue.</p></div>","PeriodicalId":100773,"journal":{"name":"Journal of Digital Economy","volume":"2 ","pages":"Pages 190-203"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773067024000037/pdfft?md5=abbd818e7ed9409cdee87b2a94020b04&pid=1-s2.0-S2773067024000037-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139632945","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The environmental cost of cryptocurrency: Assessing carbon emissions from bitcoin mining in China 加密货币的环境成本：评估中国比特币开采的碳排放量

Journal of Digital Economy Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2023.11.001

Zumian Xiao , Shihao Cui , Lijin Xiang , Pei Jose Liu , He Zhang

{"title":"The environmental cost of cryptocurrency: Assessing carbon emissions from bitcoin mining in China","authors":"Zumian Xiao , Shihao Cui , Lijin Xiang , Pei Jose Liu , He Zhang","doi":"10.1016/j.jdec.2023.11.001","DOIUrl":"https://doi.org/10.1016/j.jdec.2023.11.001","url":null,"abstract":"<div><p>This study estimates the environmental impacts of Bitcoin mining. Employing a top-down measurement approach, this paper assesses the carbon footprint of Bitcoin mining in China from 2017 to 2021. The findings reveal that mining activities during this period contributed to a total of 77.84 million tons of carbon dioxide emissions in China. By utilizing data at the provincial level, we find that the seasonal migration of Bitcoin mining pools will lead to regional power demand shocks in China. Additionally, this study predicts future carbon emissions from Bitcoin mining in China, projecting cumulative carbon dioxide emissions of 76.40 million tons and 722.18 million tons by 2030 and 2060 respectively, in the absence of any policy interventions. Based on these findings, this paper posits that governments worldwide should make efforts to restrict the carbon emissions from Bitcoin mining and opt for environmentally friendly technological methods to fundamentally alleviate Bitcoin's reliance on energy. The implication for central banks is that carbon emission should be taken into consideration when designing the central bank digital currencies (CBDCs).</p></div>","PeriodicalId":100773,"journal":{"name":"Journal of Digital Economy","volume":"2 ","pages":"Pages 119-136"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773067023000237/pdfft?md5=cd8b4482008b068e5c0daacfdb98bc4c&pid=1-s2.0-S2773067023000237-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138839089","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Digital transformation and enterprise inefficient investment: Under the view of financing constraints and earnings management 数字化转型与企业低效投资：融资约束与收益管理视角下的企业低效投资

Journal of Digital Economy Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2023.12.001

Kaicheng Liao , Hengyu Liu , Fang Liu

{"title":"Digital transformation and enterprise inefficient investment: Under the view of financing constraints and earnings management","authors":"Kaicheng Liao , Hengyu Liu , Fang Liu","doi":"10.1016/j.jdec.2023.12.001","DOIUrl":"10.1016/j.jdec.2023.12.001","url":null,"abstract":"<div><p>In the context of the digital age, digital transformation provides new inspiration and direction for enterprise investment. This paper examines the potential mechanisms through which digital transformation affects corporate inefficient investment with the data from 2011 to 2019 of Chinese listed enterprises. Specifically, the findings indicate that digital transformation effectively curbs underinvestment by alleviating the pressure of financing constraints and inhibits overinvestment through regulating earnings management. Further analysis of the heterogeneity of industrial difference and property right unveil that the inhibitory effect of digital transformation on underinvestment and overinvestment in non-state-owned and manufacturing enterprises is more substantial than that in state-owned and non-manufacturing enterprises. These findings provide some insights for enterprises to optimize investment decisions by promoting digital transformation.</p></div>","PeriodicalId":100773,"journal":{"name":"Journal of Digital Economy","volume":"2 ","pages":"Pages 289-302"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773067023000249/pdfft?md5=63efebc0c713bc6ec25ab0d40137bdb7&pid=1-s2.0-S2773067023000249-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139026353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Influences of industrial internet platform firms' ESG performance and digital leadership on user firms' innovation performance: The mediating role of inter-firm trust 工业互联网平台企业的环境、社会和治理绩效以及数字化领导力对用户企业创新绩效的影响：企业间信任的中介作用

Journal of Digital Economy Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2024.01.002

Zijun Mo , Yang Liu , Chao Lu , Jiang Yu

{"title":"Influences of industrial internet platform firms' ESG performance and digital leadership on user firms' innovation performance: The mediating role of inter-firm trust","authors":"Zijun Mo , Yang Liu , Chao Lu , Jiang Yu","doi":"10.1016/j.jdec.2024.01.002","DOIUrl":"10.1016/j.jdec.2024.01.002","url":null,"abstract":"<div><p>In the era of digitalization, market dynamics are ever more intense, prompting firms to accelerate their innovation efforts. This paper analyzes the relationships between industrial internet platform firms' ESG performance, digital leadership, inter-firm relational trust, inter-firm digital trust, and user firms' innovation performance through questionnaire surveys carried out with multiple industrial internet platform users' managers and utilizing empirical analysis methods. We have discovered several important conclusions through our research. Firstly, platform firms' ESG performance and digital leadership positively influence inter-firm relational trust and digital trust. Secondly, inter-firm relational trust and digital trust both have a significant positive impact on user firms' innovation performance, with digital trust exerting a more pronounced impact. Thirdly, inter-firm relational trust and digital trust play a mediating role between platform firms' ESG performance and user firms' innovation performance, as well as between platform firms' digital leadership and user firms' innovation performance. This study expands the existing body of research on inter-firm trust, elucidates the underlying mechanisms linking platform firms' ESG performance, digital leadership, and user firms' innovation performance, and offers valuable insights for enhancing platform firms' ESG performance, inter-firm trust, and user firms' innovation performance.</p></div>","PeriodicalId":100773,"journal":{"name":"Journal of Digital Economy","volume":"2 ","pages":"Pages 204-220"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773067024000025/pdfft?md5=f4913d5ebf1079c2c59489ffe06504fb&pid=1-s2.0-S2773067024000025-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139638569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Sociomateriality as a theoretical lens for understanding digital platforms: Integration of architectural and managerial perspectives 将社会物质性作为理解数字平台的理论视角：整合建筑和管理视角。

Journal of Digital Economy Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2024.05.002

Kunal Sevak , Babu George

{"title":"Sociomateriality as a theoretical lens for understanding digital platforms: Integration of architectural and managerial perspectives","authors":"Kunal Sevak , Babu George","doi":"10.1016/j.jdec.2024.05.002","DOIUrl":"10.1016/j.jdec.2024.05.002","url":null,"abstract":"<div><p>Digital platforms research is divided into two streams namely, the <em>architectural/information technology</em> stream, and the <em>management/economics</em> stream. Despite several calls to merge them, research efforts remain limited. Examining digital platforms' <em>architecture</em> can provide valuable insights into the management of platform organizations, but management scholars have been inattentive to the \"digitality\" inherent in platforms, resulting in a research gap. This conceptual work addresses that gap by showing how three types of digital architectures (viz. Ancillary, Additive, and Autonomous) influence four types of value-offerings of a platform (viz. Applications, Physical products, Services, and Content) and their implications for the engagement of users and complementors in the platform's business model. Using <em>sociomateriality</em> theory, it shows how the sociomaterial properties of digital architectures (represented by their “openness” and “generativity”) result in three distinct architectural roles that have significant implications for a platform's management of four different value-offerings. In doing so, it uncovers a significant relationship between digital architectures (i.e., I.T.) and business models (i.e., Management), thereby identifying the connection between the two diverse platform research streams and introducing a framework for management scholars to examine the “digitality” of platforms. More importantly, it reveals the critical role of a platform's digital architecture in determining the products/services, business models and governance mechanisms for a platform business, and develops several propositions for future research.</p></div>","PeriodicalId":100773,"journal":{"name":"Journal of Digital Economy","volume":"2 ","pages":"Pages 317-329"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773067024000098/pdfft?md5=e4442e87bba7db2816b4bfa2f600a2be&pid=1-s2.0-S2773067024000098-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141039838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Situating artificial intelligence in organization: A human-machine relationship perspective 人工智能在组织中的定位：人机关系视角？对 Kemp（2023 年）的论文 "通过人工智能实现竞争优势：人工智能在组织中的定位：人机关系视角？

Journal of Digital Economy Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2024.01.001

Xin Li , Ke Rong , Xinwei Shi

引用次数: 0