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Explainable artificial intelligence for digital finance and consumption upgrading
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Cited by:
- Song, Yang & Zhang, Yue & Zhang, Zhipeng & Sahut, Jean-Michel, 2025. "Artificial intelligence, digital finance, and green innovation," Global Finance Journal, Elsevier, vol. 64(C).
- Zhang, Qixin & Xiang, Zhiqiang & Xiang, Zhiguo, 2025. "New media supervision, digital transformation, and corporate green investment," Finance Research Letters, Elsevier, vol. 76(C).
- Lyu, Jiayu & Li, Lu & Liu, Yuqi & Deng, Qian, 2025. "Promoting common prosperity: How do digital capability and financial literacy matter?," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Tang, Xinhui & Du, Shujun & Deng, Wenwen, 2025. "Business innovation in digital startups: A case study of an AI startup," International Review of Economics & Finance, Elsevier, vol. 98(C).
- Gao, Yang & Liu, Siqiang & Yang, Lu, 2025. "Artificial intelligence and innovation capability: A dynamic capabilities perspective," International Review of Economics & Finance, Elsevier, vol. 98(C).
- Zhu, Hongfeng & Chao, Yingna, 2025. "Impact of corporate governance level on enterprise total factor productivity from the perspective of supply chain digitization," Finance Research Letters, Elsevier, vol. 73(C).
- Xie, Xiaoyu & Yan, Jun, 2024. "How does artificial intelligence affect productivity and agglomeration? Evidence from China's listed enterprise data," International Review of Economics & Finance, Elsevier, vol. 94(C).
- Zhang, Yuan & Li, Ying, 2025. "Enhancing innovation capabilities, digital management, and corporate competitiveness," Finance Research Letters, Elsevier, vol. 73(C).
- Yang, Hongrui & Zhang, Yuan, 2025. "Can digital transformation promote high-technology firms’ trans-regional investment?," Finance Research Letters, Elsevier, vol. 73(C).
- Wang, Wei & Cao, QiangYuan & Li, Zhouyang & Zhu, JinYing, 2025. "Digital transformation and corporate environmental performance," Finance Research Letters, Elsevier, vol. 76(C).
- Li, Wenjuan & Liu, Xinghua & Zhou, Lei, 2025. "The role of digital finance in enhancing export competitiveness: insights from China's listed companies," Finance Research Letters, Elsevier, vol. 71(C).
- Wang, Le & Xue, Ke & Luo, Dianjun, 2025. "Media pressure, corporate governance structure, and disclosure quality," International Review of Economics & Finance, Elsevier, vol. 97(C).
- Cheng, Hang & Ruan, Ping & Wang, Peng, 2024. "The impact of surging computing power on enterprise digital transformation–Based on quasi-natural experiments set up by the National Supercomputing Center," Finance Research Letters, Elsevier, vol. 65(C).
- Tang, Chaoli & Dong, Shuyun & Zhou, Rui, 2025. "The impact of digitalization on corporate resilience," International Review of Economics & Finance, Elsevier, vol. 97(C).
- Wu, Yanxia & Zhang, Jie, 2025. "Digital inclusive finance and rural households’ economic resilience," Finance Research Letters, Elsevier, vol. 74(C).
- Gao, Qiang & Sun, Mengyuan & Chen, Lu, 2024. "The impact of digital inclusive finance on agricultural economic resilience," Finance Research Letters, Elsevier, vol. 66(C).
- Ren, Yu & Liu, Xiongfei & Zhu, Yi, 2025. "Can the development of digital finance and information transparency improve enterprise investment efficiency?," Finance Research Letters, Elsevier, vol. 73(C).
- Xia, Weifeng & Ruan, Zhiyu & Ma, Shenglin & Zhao, Jin & Yan, Jiale, 2025. "Can the digital economy enhance carbon emission efficiency? Evidence from 269 cities in China," International Review of Economics & Finance, Elsevier, vol. 97(C).
- Shen, Hongshan & Qin, Mengyao & Li, Tianyi & Zhang, Xuan & Zhao, Yang, 2024. "Digital finance and industrial structure upgrading: Evidence from Chinese counties," International Review of Financial Analysis, Elsevier, vol. 95(PB).
- He, Zheng & Liu, Zhengkai & Zhao, Yiaxin & Zhao, Yuanjun, 2024. "Is more digital always better? A nonlinear perspective on corporate digital transformation and OFDI," International Review of Financial Analysis, Elsevier, vol. 96(PA).
- Xu, Zhiyi & Yang, Jindi, 2025. "Impact of digital finance on rural industry revitalization," International Review of Economics & Finance, Elsevier, vol. 97(C).
- Curi, Claudia & Mancuso, Paolo & Scarpa, Alessandro, 2025. "State-owned enterprises: A bibliometric review and research agenda," Finance Research Letters, Elsevier, vol. 74(C).
- Wang, Xiaofen & Yu, Jing & Di, Jing, 2025. "Effects of digital economic antitrust policy on enhancing corporate innovation performance," Finance Research Letters, Elsevier, vol. 71(C).
- Wang, Peipei & Wang, Hongli, 2025. "Can digital financial development improve the accuracy of corporate earnings forecasts," Finance Research Letters, Elsevier, vol. 75(C).
- Lee, Chien-Chiang & Zou, Jinyang & Chen, Pei-Fen, 2025. "The impact of artificial intelligence on the energy consumption of corporations: The role of human capital," Energy Economics, Elsevier, vol. 143(C).
- Peng, Yan & Jin, Hao, 2025. "Effects of information and technology application in audits and digital economy on enterprise risk management level," Finance Research Letters, Elsevier, vol. 73(C).
- Li, Lanbing & Zhao, Jiawei & Yang, Yuhan & Ma, Dan, 2025. "Artificial intelligence and green development well-being: Effects and mechanisms in China," Energy Economics, Elsevier, vol. 141(C).
- Han, Lihong & Lv, Qi & Zhang, Qi, 2025. "Digital financial inclusion, credit access and non-farm employment," Finance Research Letters, Elsevier, vol. 72(C).
- Lee, Chi-Chuan & Li, Mingyue & Li, Xinghao & Song, Hepeng, 2025. "More green digital finance with less energy poverty? The key role of climate risk," Energy Economics, Elsevier, vol. 141(C).
- Li, Fan, 2025. "Pledge of controlling shareholder's equity, digital transformation, and green innovation," Finance Research Letters, Elsevier, vol. 76(C).
- Dai, Siwei & Tang, Daoyun & Li, Yunfeng & Lu, Huaixin, 2025. "Digital trade, trade openness, FDI, and green total factor productivity," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Zhan, Yunqiu & Gao, Dongfei & Feng, Muzi & Yan, Shen, 2025. "Digital finance, non-agricultural employment, and the income-increasing effect on rural households," International Review of Financial Analysis, Elsevier, vol. 98(C).
- Guo, Xiaoxu & Wang, Yihan, 2025. "Effects of digital finance on enterprise total factor productivity: Evidence from the perspective of innovation level," Finance Research Letters, Elsevier, vol. 72(C).
- Zhou, Tingfang & Zhao, Jie, 2025. "Corporate digitalization and innovation: The role of female executives," Finance Research Letters, Elsevier, vol. 73(C).
- Wang, Haijun & Ge, Chen & Du, Xiance & Feng, Yiqiang & Wang, Weicheng, 2024. "Does digital literacy reduce intergenerational income dependency?," International Review of Financial Analysis, Elsevier, vol. 95(PB).
- Zhang, Dongyang & Bai, Dingchuan & Wang, Cao & He, Yurun, 2024. "Distribution dynamics and quantile dynamic convergence of the digital economy: Prefecture-level evidence in China," International Review of Financial Analysis, Elsevier, vol. 95(PA).
- Xiao, Zhongyi & Li, Yuanling & Xiang, Cheng, 2025. "Do suppliers value customer firms' digital transformation? Evidence from trade credit provision," International Review of Financial Analysis, Elsevier, vol. 99(C).
- Chen, Biao & Lin, Huan & Shan, Biaoan & Xiao, Yundong, 2024. "Government investment in science and technology, digital transformation, and innovation in manufacturing enterprises," Finance Research Letters, Elsevier, vol. 69(PB).
- Liu, Jintao & Wang, Xiuhai, 2025. "Exploring the driving effect of the digital economy on rural labor force's occupational transformation: Based on analysis of CFPS panel data," International Review of Financial Analysis, Elsevier, vol. 101(C).
- Jiang, Yiyun & Wang, Xiufeng, 2024. "Digital transformation, innovation capability and speed of internationalization," Finance Research Letters, Elsevier, vol. 67(PA).
- Liang, Guibao & Xia, Qiao & Zhang, Lijie, 2025. "Nonlinear influence of digital finance on green economic efficiency," International Review of Financial Analysis, Elsevier, vol. 101(C).
- Song, Yi & Zhang, Rui & Hao, Yuqing, 2025. "Digital economy, labor force transfer, and high-quality agricultural development," Finance Research Letters, Elsevier, vol. 74(C).
- Zhang, Xinyu & Liu, Yixuan & Yu, Shaoze & Lin, Ouwen & Meng, Lu, 2025. "Impact of environmental protection tax on enterprise digital transformation: Evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 97(C).
- Liu, Dongming & Tu, Yongqian & Chen, Zhangzhang & Zheng, Yinglong, 2025. "Analysis of the synergistic effect of digital financial inclusion and social security on crime governance based on regional differences," International Review of Economics & Finance, Elsevier, vol. 98(C).
- Shang, Rui & Wang, Yan, 2024. "Digital finance development and equalization of educational opportunities: An empirical analysis based on CFPS panel data," Finance Research Letters, Elsevier, vol. 65(C).
- Li, Wanhui & Wang, Shumin & Deng, Xinxia, 2024. "The impact of digital finance on business environment: Mediating role of industrial structural upgrading and moderating role of digital infrastructure," Finance Research Letters, Elsevier, vol. 67(PA).
- Zepu Zhang & Jing Wang & Chen Sun, 2024. "Digital financial inclusion, rural consumption and economic growth in China," American Journal of Economics and Sociology, Wiley Blackwell, vol. 83(4), pages 809-829, September.
- Qing, Jing & Chen, Juan, 2024. "Digital village construction and its mechanistic on farmer entrepreneurship," Finance Research Letters, Elsevier, vol. 70(C).
- Tang, Mingkun & Jiang, Linshan & Mao, Yanbing & Cao, Lei, 2025. "Does the depth of digital trade rules promote bilateral value chain cooperation?," International Review of Financial Analysis, Elsevier, vol. 99(C).
- Zhang, Yujin & Ye, Shujun & Liu, Jie & Zhang, Lulu & Li, Jiayi, 2025. "Can digital transformation of commercial banks reduce green credit risks?," International Review of Financial Analysis, Elsevier, vol. 99(C).
- Cui, Kai & Yang, Wen, 2025. "The digital economy and the resilience of enterprise exports: Supply chain stability as a mediator," Finance Research Letters, Elsevier, vol. 73(C).
- Li, Yunxian & Li, Fen, 2025. "Digital economy, the income gap, and regional crime rates in China," Finance Research Letters, Elsevier, vol. 75(C).
- Gao, Jiwen & Li, Hao & Zhang, Didi, 2025. "Exploring the mechanisms and regional variations in how digital financial inclusion drives high-quality real economic development across China," Finance Research Letters, Elsevier, vol. 73(C).
- Zhou, Zhongsheng & Zhang, Jingyao & He, Chao, 2025. "Manufacturing enterprise digital transformation, manager cognition, and strategic Risk-Taking—Evidence from China," International Review of Economics & Finance, Elsevier, vol. 98(C).
- Hu, Siyang & Liu, Dongyang, 2025. "Digital economy, financial literacy, and financial risk-taking in rural households," International Review of Economics & Finance, Elsevier, vol. 98(C).
- Li, Xiaoqi & Zhu, Siyi, 2025. "How digital transformation can affect corporate technology innovation: The role of income gap," Finance Research Letters, Elsevier, vol. 75(C).
- Van, Huong Vu & Kim, Cuong Ly, 2025. "Does increased digital transformation decrease corporate cash holdings? The moderating role of business environment quality," Finance Research Letters, Elsevier, vol. 75(C).
- Jie, Honglan & Gooi, Leong Mow & Lou, Yanchun, 2025. "Digital maturity, dynamic capabilities and innovation performance in high-tech SMEs," International Review of Economics & Finance, Elsevier, vol. 99(C).
- Guo, Xin & Pang, Weiyan, 2025. "The impact of digital transformation on corporate ESG performance," Finance Research Letters, Elsevier, vol. 72(C).
- Xu, Zhan & Wang, Solomon & Ye, Junchen, 2024. "The effect of digitization on corporate fraud detection evidence from China," International Review of Financial Analysis, Elsevier, vol. 96(PB).
- Chen, Guangren & Yu, Zuwei, 2024. "Digital finance, value cocreation, and supply chain resilience: Evidence from listed manufacturing firms in China," Finance Research Letters, Elsevier, vol. 70(C).
- Lee, Chien-Chiang & Wang, Chih-Wei & Purnama, Muhammad Yusuf Indra & Sharma, Susan Sunila, 2024. "Digitalization and firms' debt maturity: Do financial constraints and uncertainty matter?," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
- Li, Yuantian & Xu, Haoyu & Li, Huiru & Xu, Yingming, 2025. "Digital economy, environmental regulations, and green economic development," Finance Research Letters, Elsevier, vol. 75(C).
- Xiao, Fenghua & Wang, Jinbo & Li, Huijun & Yang, Juan, 2024. "Population aging and corporate human capital restructuring," Finance Research Letters, Elsevier, vol. 67(PA).
- Chen, Zhe & Li, Xiaojing & Zhang, Jizhou & Xia, Xianli, 2024. "Does digital finance alleviate household consumption inequality? Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
- Wei, Feiqiong & Xie, Baiwei & Chen, Mingyan, 2025. "Digital financial inclusion, e-commerce development and entrepreneurial activity," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Wu, Tong, 2024. "Digital divide, social security, and relative poverty in Chinese households," International Review of Economics & Finance, Elsevier, vol. 96(PC).
- Tao, Jing & Xie, Xiaoqing & Peng, Rongsheng & Bei, Na, 2024. "Digital economy and environmental pollution in the manufacturing sector: Emission reduction effects and mechanisms," International Review of Economics & Finance, Elsevier, vol. 96(PC).
- Yu, Weizhen & Wang, Lu & Liu, Xiufen & Xie, Wenwu & Zhang, Minhui, 2024. "Can digital inclusive finance promote high-quality rural entrepreneurship? A county-level analysis from China," Finance Research Letters, Elsevier, vol. 67(PA).
- Han, Zhihui & Wang, Zhitao, 2025. "Digitalization and supply chain finance risk: Evidence from listed firms in the construction industry," Finance Research Letters, Elsevier, vol. 74(C).
- Zhang, Li & Song, Xinwei, 2025. "Managerial overconfidence and corporate digital transformation," Finance Research Letters, Elsevier, vol. 75(C).
- Ding, Guangyuan & Li, Zhenzu & Shen, Hebin, 2024. "Digital finance and enterprise trade and investment: The moderating effect of CEO characteristics," Finance Research Letters, Elsevier, vol. 64(C).
- Liu, Xukang & Ma, Chaoqun & Ren, Yi-Shuai, 2024. "How AI powers ESG performance in China's digital frontier?," Finance Research Letters, Elsevier, vol. 70(C).
- Gao, Jie & Jin, Xingye & Li, Tao & Nguyen, Thithuha, 2025. "The effect of digital technology adoption on managerial myopia: An empirical discovery based on machine Learning," International Review of Economics & Finance, Elsevier, vol. 98(C).
- Yang, Yuelin, 2025. "The development of digital finance and the crime rate of theft," Finance Research Letters, Elsevier, vol. 71(C).
- Liao, Hongji & Zhang, Jiarui & Gong, Runze & Zhang, Wen, 2025. "The mitigating effect of digital inclusive finance development on urban environmental pollution: Insights from innovation capacity and financing constraints," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Xiong, Mengzhi & Yang, Xuan & Huang, Bihui, 2025. "The impact of digital finance on the social governance capacity," Finance Research Letters, Elsevier, vol. 75(C).
- Chishti, Muhammad Zubair & Xia, Xiqiang & Du, Anna Min & Özkan, Oktay, 2025. "Digital financial inclusion, the belt and road initiative, and the Paris agreement: Impacts on energy transition grid costs," Finance Research Letters, Elsevier, vol. 72(C).
- Li, Haibo & Xiao, Biyun, 2025. "Strengthening provincial export resilience through the digital economy: Analysis of impacts, global value chain integration, and regional disparities in China," Finance Research Letters, Elsevier, vol. 76(C).
- Guo, Jie & Chen, Leqi & Kang, Xia, 2024. "Digital inclusive finance and agricultural green development in China: A panel analysis (2013–2022)," Finance Research Letters, Elsevier, vol. 69(PA).
- Chen, Zhuo & Zhang, Jialu & Liu, Xiawei, 2025. "Encouraging entrepreneurship through digital inclusive finance," Finance Research Letters, Elsevier, vol. 74(C).
- Zhang, Dongyang, 2024. "The pathway to curb greenwashing in sustainable growth: The role of artificial intelligence," Energy Economics, Elsevier, vol. 133(C).
- Zhou, Ling & Li, Yang, 2025. "Commercial credit supply in the digital economy era: Impact mechanisms and differences in property rights," International Review of Financial Analysis, Elsevier, vol. 99(C).
- Chen, Keren & Zhao, Shenghan & Jiang, Gaozhe & He, Yafeng & Li, Hui, 2025. "The green innovation effect of the digital economy," International Review of Economics & Finance, Elsevier, vol. 99(C).
- Cheng, Shihui & Li, Jing & Luo, Lai & Zhu, Yumin, 2024. "Cybersecurity governance and digital finance: Evidence from sovereign states," Finance Research Letters, Elsevier, vol. 65(C).
- Li, Pengcheng & Guo, Xiaochuan & Wang, Fengzheng & Zhang, Qifeng, 2025. "Digital transformation and corporate innovation boundaries: Role of supply chain concentration and transparency," International Review of Financial Analysis, Elsevier, vol. 98(C).
- Cao, Lei & Wang, Guosong, 2024. "Impact of digital finance on agricultural output: From the perspective of digital development of agriculture," Finance Research Letters, Elsevier, vol. 66(C).
- Wang, Bing & Liu, Yanyan & Yang, Xiangyu, 2024. "Digital economy and urban entrepreneurial activity," Finance Research Letters, Elsevier, vol. 66(C).
- Liu, Yuanyuan & Liu, Qianqian & Wei, Yanqiu, 2025. "Digital finance, internal control, and audit quality," Finance Research Letters, Elsevier, vol. 76(C).
- Song, Dandan & Tan, Zhidong & Wang, Wei & Zhai, Rui-Xiang, 2025. "Digital transformation and corporate social responsibility engagement: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Xu, Guiyang, 2025. "KIBS Clustering, digital financial inclusion, and economic growth quality," Finance Research Letters, Elsevier, vol. 72(C).
- Xing, Manjiang & Gong, Chi & Moon, Gyu-Hyen & Ge, Xiaohong, 2025. "Digital economy, dual innovation capability and enterprise labor productivity," International Review of Financial Analysis, Elsevier, vol. 101(C).
- Liu, Meihan & Zhao, Jingjie & Liu, Hongtao, 2025. "Digital transformation, employee and executive compensation, and sustained green innovation," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Fang, Yinhai & Liu, Zhihui, 2025. "Can digital finance enhance enterprise research and development innovation? The mediating role of dual consumption behavior transformation," Finance Research Letters, Elsevier, vol. 71(C).
- Ding, Qiaoying & He, Wensheng & Deng, Yanfang, 2025. "Can tax reduction incentive policy promote corporate digital and intelligent transformation?," International Review of Financial Analysis, Elsevier, vol. 99(C).
- Zhang, Jian & Wang, Dongqiang & Ji, Ming & Yu, Kuo & Qi, Mosha & Wang, Hui, 2024. "Digital literacy, relative poverty, and common prosperity for rural households," International Review of Financial Analysis, Elsevier, vol. 96(PB).
- Zhu, Lijun, 2025. "The influence of digital transformation on Chinese firms' outward foreign direct investment," Finance Research Letters, Elsevier, vol. 72(C).
- Dong, Li & Zhu, Xiaowei & Yang, Luwei & Jiang, Guoliang, 2025. "Unleashing the power of data element markets: Driving urban green growth through marketization, innovation, and digital finance," International Review of Economics & Finance, Elsevier, vol. 99(C).