RETRACTED ARTICLE: Three-tier supply chain on temperature control for fresh agricultural products using new differential game model under two decision-making situations

Luo, Ming; Zhou, Guohua; Xu, Hao

doi:10.1007/s12063-021-00244-6

Cited by 13 publications

(7 citation statements)

References 34 publications

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“…Stackelberg game was used to solve the optimal solution of SC inventory model (Choudhury et al, 2022), and it was concluded that retailers preferred O2O model in the fresh supply chain sales mode with fresh-keeping strength. Considering freshness and consumer preference, a fresh dynamic game model on temperature control and demand function of fresh agricultural products is established, which shows that the input level of temperature control, profit and overall profit of supply chain in the three-level supply chain composed of fresh agricultural Fresh products' cold chain products suppliers, retailers and third-party logistics are positively correlated with consumer preference (Luo et al, 2022;Sun et al, 2022). In terms of the algorithm models for freshness prediction, such algorithm models as the blueberry freshness prediction model based on machine learning (Huang et al, 2023), the real-time cold chain egg freshness prediction method based on transfer learning (Kim et al, 2022), and the strawberry cold chain transportation quality perception method based on BP neural network (Qiao et al, 2022) are proposed.…”

Section: Literature Reviewmentioning

confidence: 99%

An optimal decision for fresh products' cold chain considering freshness and carbon emission reduction

Liu,

Huang,

Han

et al. 2024

BFJ

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PurposeThe aim of this study was to analyze the effects of carbon reduction efforts and preservation efforts on system benefits in the cold chain industry of fresh products.Design/methodology/approachThis study develops an optimal decision game model for the fresh products in the cold chain, incorporating the retailer's preservation effort and the supplier's carbon emission reduction effort. It quantifies the relationship between carbon emission reduction effort, preservation effort and system profit. The model considers parameters like carbon trading price, consumer low-carbon preference and consumer freshness preference, reflecting real-world conditions and market trends. Numerical simulations are conducted by varying these parameters to observe their impact on system profit.FindingsUnder the carbon cap-and-trade policy, the profit of the fresh cold chain system is higher than that of the fresh cold chain system without carbon constraints, and the profit of the supplier under decentralized decision-making is increased by nine times in the simulation results. The increase in carbon trading prices can effectively improve the freshness level of fresh products cold chain, carbon emission reduction level and system profit.Originality/valueThis study comprehensively considers the factors of freshness and carbon emission reduction, provides the optimal low-carbon production decision-making reference for the fresh food cold chain and promotes the sustainable development of the fresh food cold chain.

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Section: Literature Reviewmentioning

confidence: 99%

An optimal decision for fresh products' cold chain considering freshness and carbon emission reduction

Liu,

Huang,

Han

et al. 2024

BFJ

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“…For the phenomenon that many GAPSCs suffer from an inequitable distribution of costs/benefits due to the uneven greening inputs from all parties, Liu et al [ 22 ] construct a model in the context of China’s current agricultural development and propose an appropriate joint investment scheme via cost-sharing and revenue-sharing contracts for big data and blockchain technology adoption. Luo et al [ 23 ] construct differential game GAPSC models considering temperature-controlled inputs under two decision structures: centralized decision and decentralized decision. Their findings suggest that the combined effects of high consumer preferences for green agricultural products and supply chain members’ collaboration contribute to achieving higher economic and environmental performance for the GAPSC.…”

Section: Literature Reviewmentioning

confidence: 99%

Section: Literature Reviewmentioning

confidence: 99%

“…Based on the provided literature review, we can find that the majority of the existing studies model GAPSC decision problems in static settings, except Luo et al [ 23 ]. However, Luo et al [ 23 ] do not take government subsidies into account. The studies with respect to government subsidies in green innovation under GAPSC also neglect the dynamic characteristics of supply chain operations.…”

Section: Literature Reviewmentioning

confidence: 99%

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Green Agricultural Products Supply Chain Subsidy Scheme with Green Traceability and Data-Driven Marketing of the Platform

Wang

Zhang

et al. 2023

IJERPH

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Government subsidies have played an important role in the development of green agriculture. In addition, the Internet platform is becoming a new channel to realize green traceability and promote the sale of agricultural products. In this context, we consider a two-level green agricultural products supply chain (GAPSC) consisting of one supplier and one Internet platform. The supplier makes green R&D investments to produce green agricultural products along with conventional agricultural products, and the platform implements green traceability and data-driven marketing. The differential game models are established under four government subsidy scenarios: no subsidy (NS), consumer subsidy (CS), supplier subsidy (SS), and supplier subsidy with green traceability cost-sharing (TSS). Then, the optimal feedback strategies under each subsidy scenario are derived using Bellman’s continuous dynamic programming theory. The comparative static analyses of key parameters are given, and the comparisons among different subsidy scenarios are conducted. Numerical examples are employed to obtain more management insights. The results show that the CS strategy is effective only if the competition intensity between two types of products is below a certain threshold. Compared to the NS scenario, the SS strategy can always improve the supplier’s green R&D level, the greenness level, market demand for green agricultural products, and the system’s utility. The TSS strategy can build on the SS strategy to further enhance the green traceability level of the platform and the greenness level and demand for green agricultural products due to the advantage of the cost-sharing mechanism. Accordingly, a win-win situation for both parties can be realized under the TSS strategy. However, the positive effect of the cost-sharing mechanism will be weakened as the supplier subsidy increases. Moreover, compared to three other scenarios, the increase in the environmental concern of the platform has a more significant negative impact on the TSS strategy.

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“…[ 13 ] took the supplier-led dual-channel supply chain as the research object, and designed three contracts to coordinate the supply chain considering the influence of freshness on demand and preservation efforts; Luo et al . [ 14 ] constructed the freshness dynamic game model based on temperature control input and the demand function of fresh agricultural products through the differential game method, and designed a coordination mechanism of “mutual cost-sharing contract with fixed subsidies” to optimize the temperature control investment level of retailers, suppliers and third-party logistics.…”

Section: Introductionmentioning

confidence: 99%

Fresh keeping decision and coordination of fresh agricultural products supply chain under carbon cap-and-trade

Yang

2023

PLoS ONE

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Considering the carbon emissions caused by the fresh-keeping of fresh agricultural products, this paper studied the rules of fresh-keeping decision-making in the two-echelon fresh agricultural product supply chain led by suppliers under the carbon cap-and-trade policy. In addition, we designed two contracts, cost-sharing contract and two-part pricing contract, to coordinate the supplier’s fresh-keeping decision and the supply chain’s revenue. The results show that: whether the carbon cap-and-trade policy is implemented or not, the higher the consumer’s preference for freshness and the lower the price sensitivity coefficient of consumers, the more favorable it is for suppliers to improve their fresh-keeping efforts. Under the implementation of carbon cap-and-trade policy, suppliers’ fresh-keeping efforts are only related to the carbon transaction price, not the carbon cap; the higher the carbon transaction price, the less the supplier’s fresh-keeping efforts, but the more the supplier’s income; the smaller the cost coefficient of carbon emission reduction and the larger the coefficient of carbon emission reduction, the more favorable it is for suppliers to increase their fresh-keeping efforts; both cost-sharing contract and two-part pricing contract can coordinate the supply chain of fresh agricultural products, but they have different application scope and coordination effect. These conclusions are of great significance to the operation and management of fresh agricultural products suppliers, the improvement of consumers’ quality of life and the protection of ecological environment under carbon cap-and-trade.

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RETRACTED ARTICLE: Three-tier supply chain on temperature control for fresh agricultural products using new differential game model under two decision-making situations

Cited by 13 publications

References 34 publications

An optimal decision for fresh products' cold chain considering freshness and carbon emission reduction

An optimal decision for fresh products' cold chain considering freshness and carbon emission reduction

Green Agricultural Products Supply Chain Subsidy Scheme with Green Traceability and Data-Driven Marketing of the Platform

Fresh keeping decision and coordination of fresh agricultural products supply chain under carbon cap-and-trade

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