Year
Month
(Peer-Reviewed) China's factor reallocation effect considering energy
Guangqing Xu 许光清, Xiaoyu Chen 陈晓玉
School of Environment and Natural Resources, Renmin University of China, Beijing, 100872, China
中国 北京 中国人民大学环境学院
Abstract

Decomposing growth rate of total factor productivity (TFP) into internal growth effect and the effect of factor reallocation formed by the flow of capital, labor and energy between sectors, we took 23 subsectors as the research object and adopted the multi-sector growth accounting framework (MSGAF) to verify the 'structural bonus hypothesis' from 2005 to 2017.

The study drew the following conclusions: First, internal growth effect represented by sectoral technology progress was still the main contributor to TFP growth of the overall economy, but the contribution rate had decreased. Second, the reallocation effect of capital changed from structural burden to structural bonus. Third, the reallocation effect of labor showed a trend of first rising and then falling, changing from structural bonus to structural burden. Forth, the effect of energy reallocation was gradually emerging, with a shift from structural burden to structural bonus.

Based on these research results, we argue that more attention should be paid to the efficiency of factor reallocation in addition to the technology progress. The inefficiency of factor reallocation caused by imperfect market and asymmetric information would partially offset the effect of technology progress and hinder the high-quality economic development. In view of the reallocation of capital, labor and energy, we propose the following suggestions: For capital, macro-control and market mechanism should be comprehensively accounted for. Further, capital must be allocated per the principle of profit maximization to ensure that its elasticity and allocation efficiency will be improved. The reallocation of labor should not only be limited to the 3-sector level. More attention should be paid to the marginal output differences within the secondary sector.

For energy, attention should be paid to the elasticity of energy output between sectors to avoid inefficient allocation. It is also necessary to accelerate the phase-out of industries with high energy consumption and high pollution, promote the development of low energy industries to encourage ‘energy conservation and emission reduction’ as well as ‘green development’ by increasing the effect of energy reallocation.
China's factor reallocation effect considering energy_1
China's factor reallocation effect considering energy_2
China's factor reallocation effect considering energy_3
China's factor reallocation effect considering energy_4
  • Programmable directional photonic spiking neuron based on a non-Hermitian silicon microresonator
  • Stefano Biasi, Bülent Aslan, Stefano Gretter, Davide Olivieri, Alessandro Foradori, Riccardo Franchi, Lorenzo Pavesi
  • Opto-Electronic Science
  • 2026-08-26
  • Mutual empowerment of artificial intelligence and metasurfaces: intelligent nanophotonics and optical intelligence
  • Yu Zhao, Zile Li, Yongquan Zeng, Shaohua Yu, Guoxing Zheng
  • Opto-Electronic Science
  • 2026-08-26
  • Heterogeneously integrated micro-ring with SnS₂ for dual-functional optical modulation and photodetection
  • Jinyi Du, Lidan Lu, Xu Zhang, Bofei Zhu, Wenbo Bo, Yingjie Xu, Guang Chen, Yanlin He, Guanghui Ren, Xiaoping Lou, Zheng You, Lianqing Zhu
  • Opto-Electronic Advances
  • 2026-08-25
  • Hardware-aware lightweight photonic spiking neural network for pattern classification
  • Shuiying Xiang, Yahui Zhang, Shangxuan Shi, Haowen Zhao, Dianzhuang Zheng, Xingxing Guo, Yanan Han, Ye Tian, Liyue Zhang, Yuechun Shi, Yue Hao
  • Opto-Electronic Advances
  • 2026-08-25
  • PhyspeNet: An empirical physics-aware network for adaptive speckle reconstructive spectrometry
  • Junrui Liang, Min Jiang, Jun Li, Zhongming Huang, Junhong He, Yanting Guo, Yanzhao Ke, Jun Ye, Jiangming Xu, Jinyong Leng, Pu Zhou
  • Opto-Electronic Advances
  • 2026-08-25
  • Video-rate wavefront capture and replay via single-shot reference-free measurement: toward holographic telepresence
  • Minwook Kim, Chansuk Park, Chulmin Oh, KyeoReh Lee, Herve Hugonnet, YongKeun Park
  • Opto-Electronic Advances
  • 2026-08-25
  • Luminescent YAG:Ce³⁺ 3D micro-structures via multi-photon laser lithography
  • Robertas Virkėtis, Greta Merkininkaitė, Artūr Harnik, Ugnė Ūsaitė, Dominykas Dapšys, Arturo Susarrey-Arce, Simas Šakirzanovas, Mangirdas Malinauskas
  • Opto-Electronic Advances
  • 2026-08-25
  • A 36 × 240 Gbps hybrid mode/wavelength division multiplexing transmitter using lithium niobate on insulator
  • Mingyu Zhu, Weihan Wang, Ruitao Ma, Aoyun Gao, Chun Gao, Zexu Wang, Fei Huang, Zhenyuan Bao, Dajian Liu, Jiaxuan Gan, Zejie Yu, Huan Li, Weike Zhao, Daoxin Dai
  • Opto-Electronic Advances
  • 2026-08-25
  • Scalable spatiotemporal interleaving network for high-density integrated photonic convolution
  • Hudi Liu, Jingchi Li, Hua Zhong, Yu He, Yikai Su
  • Opto-Electronic Science
  • 2026-07-24
  • From non-resonant to resonant meta-devices: imaging, color routing, displaying, and beyond
  • Weihan Liu, Yao Liang, Borui Leng, Shufan Chen, Peng-Yi Feng, Din Ping Tsai
  • Opto-Electronic Science
  • 2026-07-24
  • Light-perception-based interactive control of an underwater digital twin hand
  • Jinlong Lu, Chao Zhang, Hengchang Nong, Dongying Wang, Hongyu Zhou, Junjie Weng, Yuehua Deng, Yang Yu, Qiang Bian, Jianfa Zhang, Chaofan Zhang, Zhenrong Zhang, Junbo Yang
  • Opto-Electronic Advances
  • 2026-07-10
  • Digital twin optical computing system
  • Run Sun, Yuemin Li, Tingzhao Fu, Wencan Liu, Sigang Yang, Hongwei Chen
  • Opto-Electronic Advances
  • 2026-07-10



  • Cylindrical vector beams reveal radiationless anapole condition in a resonant state                                Advances in femtosecond laser direct writing of fiber Bragg gratings in multicore fibers: technology, sensor and laser applications
    About
    |
    Contact
    |
    Copyright © PubCard