Honglei Huang, Zaigham Ghulam Hussain Khan, Alotaibi Hammad
Research Center of Hubei Micro & Small Enterprises Development, School of Economics and Management, Hubei Engineering University, Xiaogan, Hubei, China.
Department of Management Science, Comsats University Islamabad, Islamabad Campus, Islamabad, Pakistan.
PLoS One. 2024 Apr 24;19(4):e0299857. doi: 10.1371/journal.pone.0299857. eCollection 2024.
The Communist Party of China's 19th National Congress underlined the necessity of speeding the development of a manufacturing powerhouse and advanced manufacturing sector by supporting the deep integration of the Internet, big data, artificial intelligence, and the real economy. This study employed principal component analysis to extract the prominent risk factors from questionnaire data in order to manage the risks connected with the Internet strategic transformation of manufacturing firms. To confirm the major risk factors, a structural equation modeling was created using Amos-24 software. The findings revealed that risk factors of Internet strategic transformation in manufacturing businesses are mostly expressed in equipment flexibility risks, organizational versatility risks, smart technology risks, Internet technology risks, flexible management risks, and financing management risks. The paper offers useful theoretical and practical insights into the risks of China's manufacturing businesses' Internet strategic transformation. The findings can assist manufacturing firms in better identifying and managing these risks, supporting their smooth transition to the Internet economy.
中国共产党第十九次全国代表大会强调,必须通过支持互联网、大数据、人工智能与实体经济的深度融合,加快制造强国和先进制造业的发展。本研究采用主成分分析从问卷数据中提取突出风险因素,以管理与制造企业互联网战略转型相关的风险。为了确定主要风险因素,使用Amos - 24软件创建了结构方程模型。研究结果表明,制造企业互联网战略转型的风险因素主要体现在设备灵活性风险、组织通用性风险、智能技术风险、互联网技术风险、柔性管理风险和融资管理风险方面。本文为中国制造业企业互联网战略转型的风险提供了有益的理论和实践见解。研究结果可以帮助制造企业更好地识别和管理这些风险,支持它们顺利向互联网经济转型。