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The effects of digital transformation on innovation and productivity: Firm-level evidence of South African manufacturing micro and small enterprises

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  1. Ran Ma & Xiaodan Kong & Mianqing Wang & Xiangde Kong, 2023. "The Impact of Utility Model Patent Quality on Export Performance in China: A Moderated Mediation Effect Model," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
  2. Yang, Yang & Xiao, Zheng, 2024. "Examining the interaction effect of digitalization and highly educated employees on ambidextrous innovation in Chinese publicly listed SMEs: A knowledge-based view," Technology in Society, Elsevier, vol. 78(C).
  3. Radicic, Dragana & Petković, Saša, 2023. "Impact of digitalization on technological innovations in small and medium-sized enterprises (SMEs)," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  4. Simeon Lazarov, 2024. "Factors of the Digital Transformation," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 367-387.
  5. Siyi Pu & Yitong Ou & Ou Bai, 2025. "Government Public Services and Regional Digital Transformation for Sustainable Development: An Innovation Ecosystem Perspective," Sustainability, MDPI, vol. 17(12), pages 1-19, June.
  6. Guocai Chen & Tongying Liang & Xiude Chen, 2025. "How do firms’ performance shortfalls affect digital transformation? The role of peer experience and persistent underperformance," Review of Managerial Science, Springer, vol. 19(3), pages 757-795, March.
  7. Martín-Rojas, Rodrigo & Garrido-Moreno, Aurora & García-Morales, Víctor J., 2023. "Social media use, corporate entrepreneurship and organizational resilience: A recipe for SMEs success in a post-Covid scenario," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
  8. Otarbayeva, Aina B. & Arupov, Akimzhan A. & Abaidullayeva, Madina M. & Dadabayeva, Dardana M. & Khajiyeva, Gulzhakhan U., 2024. "Investment cooperation as a digital economy development method for the Republic of Kazakhstan and the EU," World Development Perspectives, Elsevier, vol. 36(C).
  9. Wang, Guiying & Lamadrid, Richel L. & Huang, Yu, 2024. "Digital transformation and enterprise outward foreign direct investment," Finance Research Letters, Elsevier, vol. 65(C).
  10. Fang, Xubing & Liu, Maotao, 2024. "How does the digital transformation drive digital technology innovation of enterprises? Evidence from enterprise's digital patents," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  11. Li, Fei & Zhang, Nana, 2025. "Digital transformation, innovation investment and quality," Finance Research Letters, Elsevier, vol. 75(C).
  12. Gang Li & Mengyu Lu & Sen Lai & Yonghong Li, 2023. "Research on Power Battery Recycling in the Green Closed-Loop Supply Chain: An Evolutionary Game-Theoretic Analysis," Sustainability, MDPI, vol. 15(13), pages 1-18, July.
  13. Fu, Chao & Luo, Dianying & Zhang, Jiaoshu & Li, Wenxia, 2025. "Tax incentives, marketization level, and corporate digital transformation," International Review of Economics & Finance, Elsevier, vol. 97(C).
  14. Na Li & Zhiwei Cai & Wenming Chao & Guangzhao Sun, 2025. "Does Digital Transformation Enhance the Sustainability of Enterprises: Evidence from China," Sustainability, MDPI, vol. 17(13), pages 1-19, June.
  15. Wang, Weilong & Xiao, Deheng & Wang, Jianlong & Wu, Haitao, 2024. "The cost of pollution in the digital era: Impediments of air pollution on enterprise digital transformation," Energy Economics, Elsevier, vol. 134(C).
  16. Xiaoyan Sun & Yuanyuan Shao & Jie Han, 2025. "ESG Performance Drives Enterprise High-Quality Development Through Financing Constraints: Based on the Background of China’s Digital Transformation," Sustainability, MDPI, vol. 17(13), pages 1-19, July.
  17. She, Yanan & Wang, Huan & Zhen, Shangsong & Peng, Yue & Wang, Wei & Liu, Yunqiang, 2025. "Two-way empowerment or one-way game? The impact of data factor endowment matching on enterprises’ green efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 208(C).
  18. Cristina Nicolau & Eliza Nichifor & Daniel Munteanu & Oana Bărbulescu, 2022. "Decoding Business Potential for Digital Sustainable Entrepreneurship: What Romanian Entrepreneurs Think and Do for the Future," Sustainability, MDPI, vol. 14(20), pages 1-21, October.
  19. Sun, Zhiyao & Che, Shuai & Wang, Jie, 2024. "Deconstruct artificial intelligence's productivity impact: A new technological insight," Technology in Society, Elsevier, vol. 79(C).
  20. Li, Chengming & Huo, Peng & Wang, Zeyu & Zhang, Weiguang & Liang, Feiyan & Mardani, Abbas, 2023. "Digitalization generates equality? Enterprises’ digital transformation, financing constraints, and labor share in China," Journal of Business Research, Elsevier, vol. 163(C).
  21. Zhan, Yuqing & Li, Wanhong, 2024. "Has digital transformation enhanced the resilience of manufacturing enterprises?," International Review of Economics & Finance, Elsevier, vol. 96(PB).
  22. Chotia, Varun & Khoualdi, Kamel & Broccardo, Laura & Yaqub, Muhammad Zafar, 2025. "The role of cyber security and digital transformation in gaining competitive advantage through Strategic Management Accounting," Technology in Society, Elsevier, vol. 81(C).
  23. Zhou, Qin & Cheng, Changgao & Fang, Zhou & Zhang, Hengquan & Xu, Yining, 2024. "How does the development of the digital economy affect innovation output? Exploring mechanisms from the perspective of regional innovation systems," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 1-17.
  24. Guo, Chenhao & Ke, Yun & Zhang, Jinkang, 2023. "Digital transformation along the supply chain," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
  25. Yu Sang & Kannan Loganathan & Priya Sukirthanandan, 2025. "A Study on the Impact of Corporate Digital Transformation on Environmental, Social, and Governance (ESG) Performance: Mechanism Analysis Based on Resource Allocation Efficiency and Technological Gap," Sustainability, MDPI, vol. 17(8), pages 1-31, April.
  26. Basile, L.J. & Carbonara, N. & Panniello, U. & Pellegrino, R., 2024. "The role of big data analytics in improving the quality of healthcare services in the Italian context: The mediating role of risk management," Technovation, Elsevier, vol. 133(C).
  27. Chang, Yu-Wei & Chen, Jiahe, 2025. "An empirical investigation of critical success factors in implementing digital transformation," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
  28. Affandi, Yoga & Ridhwan, Masagus M. & Trinugroho, Irwan & Hermawan Adiwibowo, Danny, 2024. "Digital adoption, business performance, and financial literacy in ultra-micro, micro, and small enterprises in Indonesia," Research in International Business and Finance, Elsevier, vol. 70(PB).
  29. Sirui Dong & Ya He & Haonan Chen, 2025. "The Impacts and Mechanisms of Corporate Social Responsibility Disclosure on Corporate Exports: With Reference to the Moderating Effect of Environmental Regulation," Sustainability, MDPI, vol. 17(10), pages 1-29, May.
  30. Yang, Jun & Lv, Xinxin & Xu, Xiaohui & Chen, Xiaohua, 2024. "Heterogeneous treatment effects of digital transformation on firms' innovation: Based on BART method," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
  31. Luo, Haotian, 2025. "Does smart city construction exacerbate capital misallocation? Spatial spillovers, digital transformation, and robotics application," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 328-344.
  32. Wang, Di & He, Bin & Dong, Nier & Yang, Daocheng, 2025. "Differentiated digital transformation strategies in manufacturing: The impact of firm ownership on productivity," International Review of Economics & Finance, Elsevier, vol. 99(C).
  33. Zhuo, Chengfeng & Chen, Jin, 2023. "Can digital transformation overcome the enterprise innovation dilemma: Effect, mechanism and effective boundary," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
  34. Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
  35. Wang, Rongji & Wan, Wei & Bai, Dongbei & Wang, Jue, 2025. "Digital transformation and corporate diversification: Evidence from China's A-share listed companies," Economic Modelling, Elsevier, vol. 150(C).
  36. Zeng, Huixiang & Ran, Hangxin & Zhou, Qiong & Jin, Youliang & Cheng, Xu, 2022. "The financial effect of firm digitalization: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
  37. Hao, Xiaoli & Miao, Erxiang & Sun, Qingyu & Li, Ke & Wen, Shufang & Wu, Haitao, 2025. "When climate policy's up in the air: How digital technology impacts corporate energy intensity," Energy Economics, Elsevier, vol. 144(C).
  38. Cicchiello, Antonella Francesca & Pietronudo, Maria Cristina & Perdichizzi, Salvatore & Cheng, Yue, 2024. "Does a rising tide lift all boats? An empirical analysis of the relationship between country digitalization and low-tech SMEs performance," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
  39. 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).
  40. Wang, Zhen & Chu, Erming & Hao, Yukai, 2024. "Towards sustainable development: How does ESG performance promotes corporate green transformation," International Review of Financial Analysis, Elsevier, vol. 91(C).
  41. Khanna, Rupika & Sharma, Chandan, 2024. "Beyond information technology and productivity paradox: Analysing the channels of impact at the firm-level," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  42. Zhiying Ji & Tingyu Zhou & Qian Zhang, 2023. "The Impact of Digital Transformation on Corporate Sustainability: Evidence from Listed Companies in China," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
  43. Awuni, Evans Tindana & Kemmerling, Achim, 2024. "Taking Gerschenkron to the Field: Attitudes towards Digitalization Hopes and Fears about the Future of Work in Ghana," Telecommunications Policy, Elsevier, vol. 48(2).
  44. Zongguo Ma & Xueai Fan & Yanli Zhang & Beibei Hu, 2023. "Understanding the Influencing Factors of Enterprise Transformation and Upgrading Capability: A Case Study of the National Innovation Demonstration Zones, China," Sustainability, MDPI, vol. 15(3), pages 1-25, February.
  45. Huang, Yuhong, 2024. "Digital transformation of enterprises: Job creation or job destruction?," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  46. Jiang, Yiyun & Wang, Xiufeng & Sam, Toong Hai & Vasudevan, Asokan, 2024. "Digital transformation, equity pledge and labor income share," Finance Research Letters, Elsevier, vol. 64(C).
  47. Chen, Rui & Wang, Yufeng & Wang, Qi & Zhang, Lingling & Xiong, Ruoxi, 2025. "Unleashing the digital dividend: Exploring how the digital economy promotes the construction of new urbanization in China’s 284 prefecture-level cities?," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 818-834.
  48. Li, Lin & Xia, Qinqin & Du, Minzhe, 2024. "Regional banks, financing constraints and manufacturing enterprises' total factor productivity: A quasi-natural experiment of China's city commercial banks," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1652-1669.
  49. Uzuegbunam, Ikenna, 2025. "Africa’s historic slave trades and innovation in a connected world," Journal of Business Research, Elsevier, vol. 193(C).
  50. Hoque, Mohammad Enamul & Billah, Mabruk & Alam, Md Rafayet & Lucey, Brian, 2024. "Does news related to digital economy and central bank digital currency affect digital economy ETFs? Evidence from TVP-VAR connectedness and wavelet local multiple correlation analyses," Global Finance Journal, Elsevier, vol. 61(C).
  51. Zhang, Ziqi & Su, Zhi & Tong, Fang, 2023. "Does digital transformation restrain corporate financialization? Evidence from China," Finance Research Letters, Elsevier, vol. 56(C).
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