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Bingnan Guo

Biographic Data

ID4639299
NAMEBingnan Guo
GIVEN NAMESBingnan
FAMILY NAMEGuo
SIGNATUREGUO B
AFFILIATIONSJiangsu University of Science and Technology
ORCID0000-0002-5627-2764
VERIFIEDYes
TOTAL WORKS14
TOTAL CITATIONS1
AUTHOR COUNT14
EDITOR COUNT0
FIRST PUBLICATION YEAR2022
LATEST PUBLICATION YEAR2026
H-INDEX1
  • Has the development of artificial intelligence promoted urban pollutant and carbon emission reduction? Evidence from China

    Open Access•Mengyu Li, Tangfa Liu et al.•ARTICLE•Frontiers in Public Health•2026

    Driven by the “dual carbon” goals, China’s economy is gradually advancing toward green transformation, and leveraging new-generation information technologies to facilitate environmental governance has become a key national strategic priority. Based on the panel data of 282 prefecture-level cities in China from 2009 to 2023, this paper adopts a double machine learning model to systematically investigate the impact of artificial intelligence (AI) o…

  • The impact of low-carbon city pilot policies on urban energy intensity

    Open Access•Yuren Qian, Jiahan Hu et al.•ARTICLE•Frontiers in Public Health•2026

    Urban energy intensity measures the energy required per unit of economic output and is closely linked to energy-related emissions that shape air quality and climate-related health risks. Using panel data from 273 prefecture-level Chinese cities (2006–2021), we estimate the causal impact of China's Low-Carbon City Pilot Scheme (LCCPS) on urban energy intensity. We apply a partially linear double/debiased machine learning framework with city and ye…

  • The impact of the zero-waste city pilot policy on the synergistic reduction of CO2 and air pollutant emissions: Evidence from China

    Open Access•Bingnan Guo, Yuren Qian et al.•ARTICLE•Frontiers in Public Health•2026

    Against the backdrop of China’s carbon peaking and carbon neutrality agenda and intensified pollution control efforts, advancing the synergistic control of CO2 and air pollutant emissions has become an important pathway toward green transformation and the reduction of environmental health risks. Using panel data for 286 prefecture-level cities in China from 2011 to 2022, this study treats the zero-waste city pilot policy as a quasi-natural experi…

  • The effects and mechanisms of low-carbon transition promoting air quality improvement: Based on empirical evidence of low-carbon city pilot policy

    Open Access•Chenxi Deng, Bingnan Guo•ARTICLE•Frontiers in Public Health•2026

    In the context of the “Dual Carbon” strategic goals, promoting a comprehensive green transition of the economy and society has become a national strategic priority. Using the low-carbon city pilot policy as a quasi-natural experiment, this study empirically analyzes its impact on urban air quality and the underlying mechanisms. Based on panel data from 282 prefecture-level cities in China from 2008 to 2022, a multi-period difference-in-difference…

  • The impact of Climate Adaptive Pilot Cities policy on urban pollution reduction and carbon emission mitigation

    Open Access•Xin Wang, Mengyu Wang et al.•ARTICLE•Frontiers in Public Health•2026

    Mitigation and adaptation are recognized as essential pillars for urban sustainability; however, the degree to which adaptation oriented policies contribute to broader environmental improvements remains an unresolved empirical question. This study treats the Climate Adaptive Pilot Cities (CAPC) initiative as a quasi natural experiment to evaluate its integrated impacts on urban pollution and carbon reduction. Utilizing a multi period staggered di…

  • Have industrial robots reduced carbon emissions? Empirical evidence from China

    Open Access•Mengyu Wang, Bingnan Guo•ARTICLE•Technology in Society•2026•References: 48

  • Impact of national health city campaign on public health in China

    Open Access•Wenjing Wang, Shenglin Liu et al.•ARTICLE•Frontiers in Public Health•2025

    Introduction: Establishing a national health city is an important national policy aimed at optimizing urban environment and improving residents' health. A rigorous evaluation of the policy's impact on China's public health is imperative. Such an evaluation would provide a scientific foundation for the continuous improvement of the policy and enhance the overall health of the population. Methods: Based on the panel data of 84 prefecture-level citi…

  • Green credit policy and residents’ health: Quasi-natural experimental evidence from China

    Open Access•Mengyu Wang, Yichun Wang et al.•ARTICLE•Frontiers in Public Health•2024

    Background: Residents' health plays an important role in economic prosperity and national development. Methods: The research analyzes data from 262 prefecture-level cities in China spanning the period from 2010 to 2021. Utilizing the implementation of green credit policy in China as a quasi-natural experiment, the paper employs the time-varying Differences-in- Differences (DID) model to evaluate the influence of green credit policy on residents' …

  • Does Market-Based Environmental Regulation Improve the Residents’ Health: Quasi-Natural Experiment Based on DID

    Open Access•Bingnan Guo, Weizhe Feng et al.•ARTICLE•INQUIRY The Journal of Health…•2024

    Improving the residents' health is an important strategy for addressing the declining population dividend in China under the new development paradigm. Based on the panel data of 290 prefecture-level cities in China from 2010 to 2021, this paper uses environmental tax as a quasi-natural experiment, and adopts a DID model to explore the impact of market-based environmental regulation on the residents' health. The results show that the implementatio…

  • Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities

    Open Access•Bingnan Guo, Yu Wang et al.•ARTICLE•Economic Modelling•2023

  • Influence of public hospital reform on public health: Evidence from a quasi-natural experiment in China

    Open Access•Bingnan Guo, Weizhe Feng et al.•ARTICLE•Frontiers in Public Health•2023

    Public health is an important symbol of national wealth and prosperity. At present, China's public health is hindered by the poor management of public hospitals, which impacts the demographic structure and socioeconomic development. Therefore, taking the implementation of public hospital reform in China as a quasi-natural experiment, this study employed the time-varying DID model and the mediating effect to evaluate the influence of public hospit…

  • Investigating the relationship between energy‐consuming rights trading and urban innovation quality

    Open Access•Bingnan Guo, Peiji Hu•ARTICLE•Sustainable Development•2023•Cited by: 1•References: 4

    The Energy‐consuming rights trading policy (ECRTP) is an important environmental regulatory policy in China. The study's goal is to determine how trading in energy‐consuming rights and urban innovation status effects also promote ecological civilization and high‐quality development. The purpose of the study examines the relationship between ECRTP and urban innovation quality (UIQ). Using data from 271 Chinese cities between 2011 and 2020, a diffe…

  • Influence of carbon emission trading policy on residents' health in China

    Open Access•Bingnan Guo, Yu Feng et al.•ARTICLE•Frontiers in Public Health•2022

    Residents' health is the basic condition for economic and social development. At present, China's environmental pollution problem is becoming increasingly serious, which not only hinders sustainable economic and social development, but also poses a major threat to public health. Therefore, based on the carbon emissions trading policy implemented in China, this paper explores this policy's impact on residents' health using the DID model and illust…

  • The effects of environmental tax reform on urban air pollution: A quasi-natural experiment based on the Environmental Protection Tax Law

    Open Access•Bingnan Guo, Yu Wang et al.•ARTICLE•Frontiers in Public Health•2022

    Air pollution significantly impacts sustainable development and public health. Taking the implementation of China's Environmental Protection Tax Law in China as a quasi-natural experiment, this paper employs the difference-in-differences (DID) and spatial DID models to evaluate the effects of environmental tax reform on urban air pollution. The findings are as follows. (1) Environmental tax reform can significantly reduce urban air pollution, and…

  • Investigating the relationship between energy‐consuming rights trading and urban innovation quality

    Open Access•Bingnan Guo, Peiji Hu•ARTICLE•Sustainable Development•2023•Cited by: 1•References: 4

    The Energy‐consuming rights trading policy (ECRTP) is an important environmental regulatory policy in China. The study's goal is to determine how trading in energy‐consuming rights and urban innovation status effects also promote ecological civilization and high‐quality development. The purpose of the study examines the relationship between ECRTP and urban innovation quality (UIQ). Using data from 271 Chinese cities between 2011 and 2020, a diffe…

  • Influence of carbon emission trading policy on residents' health in China

    Open Access•Bingnan Guo, Yu Feng et al.•ARTICLE•Frontiers in Public Health•2022

    Residents' health is the basic condition for economic and social development. At present, China's environmental pollution problem is becoming increasingly serious, which not only hinders sustainable economic and social development, but also poses a major threat to public health. Therefore, based on the carbon emissions trading policy implemented in China, this paper explores this policy's impact on residents' health using the DID model and illust…

  • The effects of environmental tax reform on urban air pollution: A quasi-natural experiment based on the Environmental Protection Tax Law

    Open Access•Bingnan Guo, Yu Wang et al.•ARTICLE•Frontiers in Public Health•2022

    Air pollution significantly impacts sustainable development and public health. Taking the implementation of China's Environmental Protection Tax Law in China as a quasi-natural experiment, this paper employs the difference-in-differences (DID) and spatial DID models to evaluate the effects of environmental tax reform on urban air pollution. The findings are as follows. (1) Environmental tax reform can significantly reduce urban air pollution, and…

  • Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities

    Open Access•Bingnan Guo, Yu Wang et al.•ARTICLE•Economic Modelling•2023

  • Influence of public hospital reform on public health: Evidence from a quasi-natural experiment in China

    Open Access•Bingnan Guo, Weizhe Feng et al.•ARTICLE•Frontiers in Public Health•2023

    Public health is an important symbol of national wealth and prosperity. At present, China's public health is hindered by the poor management of public hospitals, which impacts the demographic structure and socioeconomic development. Therefore, taking the implementation of public hospital reform in China as a quasi-natural experiment, this study employed the time-varying DID model and the mediating effect to evaluate the influence of public hospit…

  • Investigating the relationship between energy‐consuming rights trading and urban innovation quality

    Open Access•Bingnan Guo, Peiji Hu•ARTICLE•Sustainable Development•2023•Cited by: 1•References: 4

    The Energy‐consuming rights trading policy (ECRTP) is an important environmental regulatory policy in China. The study's goal is to determine how trading in energy‐consuming rights and urban innovation status effects also promote ecological civilization and high‐quality development. The purpose of the study examines the relationship between ECRTP and urban innovation quality (UIQ). Using data from 271 Chinese cities between 2011 and 2020, a diffe…

  • Green credit policy and residents’ health: Quasi-natural experimental evidence from China

    Open Access•Mengyu Wang, Yichun Wang et al.•ARTICLE•Frontiers in Public Health•2024

    Background: Residents' health plays an important role in economic prosperity and national development. Methods: The research analyzes data from 262 prefecture-level cities in China spanning the period from 2010 to 2021. Utilizing the implementation of green credit policy in China as a quasi-natural experiment, the paper employs the time-varying Differences-in- Differences (DID) model to evaluate the influence of green credit policy on residents' …

  • Does Market-Based Environmental Regulation Improve the Residents’ Health: Quasi-Natural Experiment Based on DID

    Open Access•Bingnan Guo, Weizhe Feng et al.•ARTICLE•INQUIRY The Journal of Health…•2024

    Improving the residents' health is an important strategy for addressing the declining population dividend in China under the new development paradigm. Based on the panel data of 290 prefecture-level cities in China from 2010 to 2021, this paper uses environmental tax as a quasi-natural experiment, and adopts a DID model to explore the impact of market-based environmental regulation on the residents' health. The results show that the implementatio…

  • Impact of national health city campaign on public health in China

    Open Access•Wenjing Wang, Shenglin Liu et al.•ARTICLE•Frontiers in Public Health•2025

    Introduction: Establishing a national health city is an important national policy aimed at optimizing urban environment and improving residents' health. A rigorous evaluation of the policy's impact on China's public health is imperative. Such an evaluation would provide a scientific foundation for the continuous improvement of the policy and enhance the overall health of the population. Methods: Based on the panel data of 84 prefecture-level citi…

  • Has the development of artificial intelligence promoted urban pollutant and carbon emission reduction? Evidence from China

    Open Access•Mengyu Li, Tangfa Liu et al.•ARTICLE•Frontiers in Public Health•2026

    Driven by the “dual carbon” goals, China’s economy is gradually advancing toward green transformation, and leveraging new-generation information technologies to facilitate environmental governance has become a key national strategic priority. Based on the panel data of 282 prefecture-level cities in China from 2009 to 2023, this paper adopts a double machine learning model to systematically investigate the impact of artificial intelligence (AI) o…

  • The impact of low-carbon city pilot policies on urban energy intensity

    Open Access•Yuren Qian, Jiahan Hu et al.•ARTICLE•Frontiers in Public Health•2026

    Urban energy intensity measures the energy required per unit of economic output and is closely linked to energy-related emissions that shape air quality and climate-related health risks. Using panel data from 273 prefecture-level Chinese cities (2006–2021), we estimate the causal impact of China's Low-Carbon City Pilot Scheme (LCCPS) on urban energy intensity. We apply a partially linear double/debiased machine learning framework with city and ye…

  • The impact of the zero-waste city pilot policy on the synergistic reduction of CO2 and air pollutant emissions: Evidence from China

    Open Access•Bingnan Guo, Yuren Qian et al.•ARTICLE•Frontiers in Public Health•2026

    Against the backdrop of China’s carbon peaking and carbon neutrality agenda and intensified pollution control efforts, advancing the synergistic control of CO2 and air pollutant emissions has become an important pathway toward green transformation and the reduction of environmental health risks. Using panel data for 286 prefecture-level cities in China from 2011 to 2022, this study treats the zero-waste city pilot policy as a quasi-natural experi…

  • The effects and mechanisms of low-carbon transition promoting air quality improvement: Based on empirical evidence of low-carbon city pilot policy

    Open Access•Chenxi Deng, Bingnan Guo•ARTICLE•Frontiers in Public Health•2026

    In the context of the “Dual Carbon” strategic goals, promoting a comprehensive green transition of the economy and society has become a national strategic priority. Using the low-carbon city pilot policy as a quasi-natural experiment, this study empirically analyzes its impact on urban air quality and the underlying mechanisms. Based on panel data from 282 prefecture-level cities in China from 2008 to 2022, a multi-period difference-in-difference…

  • The impact of Climate Adaptive Pilot Cities policy on urban pollution reduction and carbon emission mitigation

    Open Access•Xin Wang, Mengyu Wang et al.•ARTICLE•Frontiers in Public Health•2026

    Mitigation and adaptation are recognized as essential pillars for urban sustainability; however, the degree to which adaptation oriented policies contribute to broader environmental improvements remains an unresolved empirical question. This study treats the Climate Adaptive Pilot Cities (CAPC) initiative as a quasi natural experiment to evaluate its integrated impacts on urban pollution and carbon reduction. Utilizing a multi period staggered di…

  • Have industrial robots reduced carbon emissions? Empirical evidence from China

    Open Access•Mengyu Wang, Bingnan Guo•ARTICLE•Technology in Society•2026•References: 48

Energy, Environment, Economic Growth (11 works) · China (10 works) · Economics (7 works) · Business (6 works) · Geography (6 works) · Political science (6 works) · Medicine (5 works) · Environmental health (4 works) · Environmental Impact and Sustainability (4 works) · Public economics (4 works)

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