Xiangyu Mao
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Xiangyu Mao has a total of 16 co-authors. Here are the top co-authors by number of shared publications:
- Ying Wang
College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China
4 shared publications - Haohao Song
School of Business, Nanjing Xiaozhuang University, Nanjing 211171, China
3 shared publications Ying Wang
College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China
3 shared publications- Hashim Zameer
Namal University, Mianwali, Pakistan
2 shared publications - Junwen Feng
College of Economics and Management, Nanjing University of Science and Technology, Nanjing, China
2 shared publications Bo Feng
School of Intellectual Property Nanjing University of Science and Technology Nanjing China
1 shared publication
Latest Publications
- Open Access
- 25 November 2025
- Published by MDPI AG in Sustainability
- Vol. 17 (23) , 10566
Unlocking Collaborative Low-Carbon Innovation in Industrial Clusters Environment: A Network Evolutionary Game Approach
Numerous small and micro enterprises in Industrial clusters cannot directly participate in low-carbon technology co-innovation cooperation due to their limited technological research and development capabilities, and they need to rely on the diffusion of the results of low-carbon technology co-innovation cooperation in order to obtain the necessary technology and knowledge. However, scientific research is still needed to clarify the diffusion mechanism of cooperative results in a cluster environment and what factors can accelerate the diffusion efficiency. To address this gap, this paper constructs a complex network game model using a scale-free network as its framework. Through simulation analysis, the following conclusions are drawn: (1) Increasing equipment procurement subsidies can promote the diffusion of outcomes, and the larger the cluster, the greater the subsidy required; (2) Increasing carbon emission tax rates can also promote diffusion, but it is necessary to assess corporate affordability based on cluster scale and scientifically formulate tax rates; (3) Carbon tax incentives have limited effects on the diffusion of outcomes, and large-scale clusters exhibit sluggish responses to them; (4) Enhancing cluster management capabilities and fostering distinctive features can promote diffusion, with large-scale clusters demanding even higher standards; (5) Adjusting the prices of low-carbon products has a limited impact on diffusion and is not a sufficient condition; large-scale clusters are insensitive to this factor.
- 25 November 2025
- Published by MDPI AG in Sustainability
- Vol. 17 (23) , 10566
Open AccessUnlocking Collaborative Low-Carbon Innovation in Industrial Clusters Environment: A Network Evolutionary Game Approach
Numerous small and micro enterprises in Industrial clusters cannot directly participate in low-carbon technology co-innovation cooperation due to their limited technological research and development capabilities, and they need to rely on the diffusion of the results of low-carbon technology co-innovation cooperation in order to obtain the necessary technology and knowledge. However, scientific research is still needed to clarify the diffusion mechanism of cooperative results in a cluster environment and what factors can accelerate the diffusion efficiency. To address this gap, this paper constructs a complex network game model using a scale-free network as its framework. Through simulation analysis, the following conclusions are drawn: (1) Increasing equipment procurement subsidies can promote the diffusion of outcomes, and the larger the cluster, the greater the subsidy required; (2) Increasing carbon emission tax rates can also promote diffusion, but it is necessary to assess corporate affordability based on cluster scale and scientifically formulate tax rates; (3) Carbon tax incentives have limited effects on the diffusion of outcomes, and large-scale clusters exhibit sluggish responses to them; (4) Enhancing cluster management capabilities and fostering distinctive features can promote diffusion, with large-scale clusters demanding even higher standards; (5) Adjusting the prices of low-carbon products has a limited impact on diffusion and is not a sufficient condition; large-scale clusters are insensitive to this factor.
- Open Access
- 21 January 2025
- Published by Springer Nature in Scientific Reports
- Vol. 15 (1) , 1-23
Research on accelerating the recycling efficiency of waste batteries for new energy vehicles based on a stochastic evolutionary game model
Although the rapid development of new energy vehicles (NEV) has contributed greatly to China’s carbon emission reduction, it has also brought about a problem that needs to be solved, namely the effective recycling of waste batteries. Existing recycling of waste batteries is plagued by a series of problems such as a single recycling channel, inconsistent recycling standards, lack of recycling technology, rampant irregular recycling enterprises, and low consumer participation. Meanwhile, due to the immaturity of the recycling market, the lack of clarity of existing regulations, and the lack of supervision and management, the above problems are becoming more and more serious. Therefore, to solve these problems, this paper constructs a four-party stochastic evolutionary game model including government regulators, NEV enterprises, third-party recycling enterprises, and consumers. Focus on analyzing the impact of relevant parameters on the choice of strategies by participants, and put forward proposed countermeasures to promote the effective recycling of waste batteries based on the conclusions.
- 21 January 2025
- Published by Springer Nature in Scientific Reports
- Vol. 15 (1) , 1-23
Open AccessResearch on accelerating the recycling efficiency of waste batteries for new energy vehicles based on a stochastic evolutionary game model
Although the rapid development of new energy vehicles (NEV) has contributed greatly to China’s carbon emission reduction, it has also brought about a problem that needs to be solved, namely the effective recycling of waste batteries. Existing recycling of waste batteries is plagued by a series of problems such as a single recycling channel, inconsistent recycling standards, lack of recycling technology, rampant irregular recycling enterprises, and low consumer participation. Meanwhile, due to the immaturity of the recycling market, the lack of clarity of existing regulations, and the lack of supervision and management, the above problems are becoming more and more serious. Therefore, to solve these problems, this paper constructs a four-party stochastic evolutionary game model including government regulators, NEV enterprises, third-party recycling enterprises, and consumers. Focus on analyzing the impact of relevant parameters on the choice of strategies by participants, and put forward proposed countermeasures to promote the effective recycling of waste batteries based on the conclusions.
- 26 June 2024
- Published by Wiley in Managerial and Decision Economics
- Vol. 45 (7) , 4866-4885
Participant fairness concern and cost‐sharing‐based dual‐channel low‐carbon supply chain management
Considering consumer channel preferences, our paper establishes a two‐echelon differential low‐carbon supply chain model and discusses the effects of member's cost‐sharing and fairness concerns on equilibrium results. From a static perspective, the results indicate that retailers' fairness concern behavior will lead to a decrease in pricing and participants' efforts while manufacturers cost‐sharing strategy will only enhance retailers' advertising efforts. From a dynamic perspective, products' greenness, long‐term benefits of manufacturers and retailers, and social welfare will gradually increase and eventually saturate over time. In most cases, manufacturer‐to‐retailer cost‐sharing is a win–win strategy that not only enhances the long‐term interests but also realizes the greening and upgrading of the supply chain.
- 26 June 2024
- Published by Wiley in Managerial and Decision Economics
- Vol. 45 (7) , 4866-4885
Participant fairness concern and cost‐sharing‐based dual‐channel low‐carbon supply chain management
Considering consumer channel preferences, our paper establishes a two‐echelon differential low‐carbon supply chain model and discusses the effects of member's cost‐sharing and fairness concerns on equilibrium results. From a static perspective, the results indicate that retailers' fairness concern behavior will lead to a decrease in pricing and participants' efforts while manufacturers cost‐sharing strategy will only enhance retailers' advertising efforts. From a dynamic perspective, products' greenness, long‐term benefits of manufacturers and retailers, and social welfare will gradually increase and eventually saturate over time. In most cases, manufacturer‐to‐retailer cost‐sharing is a win–win strategy that not only enhances the long‐term interests but also realizes the greening and upgrading of the supply chain.
- 2 April 2024
- Published by Springer Nature in Environment, Development and Sustainability
- Vol. 27 (11) , 26317-26348
Policy analysis on the promotion of new energy vehicles in China considering consumers’ car purchasing choices in the “post-subsidy era”: based on the study of a three-party evolutionary game
- 2 April 2024
- Published by Springer Nature in Environment, Development and Sustainability
- Vol. 27 (11) , 26317-26348
Policy analysis on the promotion of new energy vehicles in China considering consumers’ car purchasing choices in the “post-subsidy era”: based on the study of a three-party evolutionary game
- 20 January 2024
- Published by Wiley in Managerial and Decision Economics
- Vol. 45 (4) , 1743-1755
Will technological innovation uncertainty affect the distribution of benefits from low‐carbon innovation activities in industrial clusters?—A study based on gray Shapley values
Technological innovation of industrial cluster is an important measure to realize low‐carbon development. However, the uncertainty associated with new technologies can have a significant impact on the earnings of enterprises. This paper examines the benefit distribution of collaborative technological innovation in industrial clusters through the gray Shapley value, which makes up for the problem that existing research ignores the impact of the uncertainty of technological innovation on the distribution of benefits and provides a new research perspective. In addition, this paper also provides some countermeasures for the Chinese government to encourage enterprises in industrial clusters carry out low‐carbon innovation activities.
- 20 January 2024
- Published by Wiley in Managerial and Decision Economics
- Vol. 45 (4) , 1743-1755
Will technological innovation uncertainty affect the distribution of benefits from low‐carbon innovation activities in industrial clusters?—A study based on gray Shapley values
Technological innovation of industrial cluster is an important measure to realize low‐carbon development. However, the uncertainty associated with new technologies can have a significant impact on the earnings of enterprises. This paper examines the benefit distribution of collaborative technological innovation in industrial clusters through the gray Shapley value, which makes up for the problem that existing research ignores the impact of the uncertainty of technological innovation on the distribution of benefits and provides a new research perspective. In addition, this paper also provides some countermeasures for the Chinese government to encourage enterprises in industrial clusters carry out low‐carbon innovation activities.
- 20 September 2023
- Published by Elsevier in Expert Systems with Applications
- Vol. 237
Decision-making in a low-carbon supply chain considering consumers’ fairness concerns
- 20 September 2023
- Published by Elsevier in Expert Systems with Applications
- Vol. 237
Decision-making in a low-carbon supply chain considering consumers’ fairness concerns
- 10 April 2023
- Published by Springer Nature in Environment, Development and Sustainability
- Vol. 26 (5) , 11049-11088
Can Chinese outward foreign direct investment help the belt and road low-carbon development? Evolutionary game in China’s environmental responsibility
- 10 April 2023
- Published by Springer Nature in Environment, Development and Sustainability
- Vol. 26 (5) , 11049-11088
Can Chinese outward foreign direct investment help the belt and road low-carbon development? Evolutionary game in China’s environmental responsibility
- 31 December 2021
- Published by Wiley in Managerial and Decision Economics
- Vol. 43 (6) , 2358-2373
Designing benefit distribution driven innovation strategy for local enterprises under the global value chain system
The threat from multinational enterprises to local enterprises in developing countries is increasing with the in‐depth development of global value chain cooperation. To increase the profit distribution of local enterprises in global value chain, it is necessary to analyze the cooperation strategy between local enterprises and multinational enterprises. In this paper, cooperative game theory is applied to form a better understanding of cooperation between local enterprises and multinational enterprises. The Shapley values under different cooperative models are analyzed. Based on the analysis, the paper provides some suggestions for local enterprises to enhance the profit distribution of cooperation with multinational enterprises.
- 31 December 2021
- Published by Wiley in Managerial and Decision Economics
- Vol. 43 (6) , 2358-2373
Designing benefit distribution driven innovation strategy for local enterprises under the global value chain system
The threat from multinational enterprises to local enterprises in developing countries is increasing with the in‐depth development of global value chain cooperation. To increase the profit distribution of local enterprises in global value chain, it is necessary to analyze the cooperation strategy between local enterprises and multinational enterprises. In this paper, cooperative game theory is applied to form a better understanding of cooperation between local enterprises and multinational enterprises. The Shapley values under different cooperative models are analyzed. Based on the analysis, the paper provides some suggestions for local enterprises to enhance the profit distribution of cooperation with multinational enterprises.
- 12 September 2021
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 29 (7) , 10005-10026
Cooperative carbon emission reduction through the Belt and Road Initiative
Carbon emission reduction under the Belt and Road Initiative has great significance on China’s goal of carbon peak. To better promote carbon emission reduction, based on the background of the Belt and Road Initiative, this paper analyzes the collaborative carbon emission reduction through investment between Chinese enterprises and local enterprises in developing countries along the Belt and Road Initiative. Considering the efforts of enterprises in carbon reduction, low-carbon infrastructure investment, and promotion of low-carbon products, this paper constructs a differential game model of collaborative carbon reduction cooperation between Chinese enterprises and local enterprises in developing countries along the Belt and Road Initiative. By horizontally comparing Nash non-cooperative mode, Stackelberg master-slave mode, and cooperative mode, the results shows that Chinese enterprises can encourage local enterprises in developing countries along the Belt and Road Initiative to coordinate carbon emission reduction through subsidies, which is Stackelberg master-slave mode. Under the cooperative mode, with the maximum carbon emission reduction efforts of both parties, the total benefit of carbon emission reduction reaches the optimal Pareto equilibrium. In addition, this paper also discusses the influence of related factors on the benefits of carbon emission reduction.
- 12 September 2021
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 29 (7) , 10005-10026
Cooperative carbon emission reduction through the Belt and Road Initiative
Carbon emission reduction under the Belt and Road Initiative has great significance on China’s goal of carbon peak. To better promote carbon emission reduction, based on the background of the Belt and Road Initiative, this paper analyzes the collaborative carbon emission reduction through investment between Chinese enterprises and local enterprises in developing countries along the Belt and Road Initiative. Considering the efforts of enterprises in carbon reduction, low-carbon infrastructure investment, and promotion of low-carbon products, this paper constructs a differential game model of collaborative carbon reduction cooperation between Chinese enterprises and local enterprises in developing countries along the Belt and Road Initiative. By horizontally comparing Nash non-cooperative mode, Stackelberg master-slave mode, and cooperative mode, the results shows that Chinese enterprises can encourage local enterprises in developing countries along the Belt and Road Initiative to coordinate carbon emission reduction through subsidies, which is Stackelberg master-slave mode. Under the cooperative mode, with the maximum carbon emission reduction efforts of both parties, the total benefit of carbon emission reduction reaches the optimal Pareto equilibrium. In addition, this paper also discusses the influence of related factors on the benefits of carbon emission reduction.