About
97
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Introduction
I am interested in land use, land use transformation, rural labor resource allocation, rural revitalization, and rural disaster management. In particular, I focus on the driving mechanisms of farmer behavior under complex systems theory. And I try to use machine learning methodology to build models to predict farmers' micro-behaviors.
Current institution
Additional affiliations
August 2020 - present
Education
September 2017 - June 2020
Publications
Publications (97)
Abstracts
The National Key Ecological Function Areas (NKEFA) represent a critical spatial planning policy for China's sustainable development, yet their ecological-economic synergy and implementation efficacy remain underexplored. Based on the panel data of 271 prefecture-level cities in China from 2006 to 2015, this paper constructs a continuous d...
Scale management has become an essential form of modern agricultural production. However, it is still unclear how farm size influences farmers’ pesticide packaging waste recycling behavior (FPPWRB). Based on the data from the China Rural Revitalization Survey 2020, this study quantitatively explores the impact of farm size on FPPWRB. This study fou...
Reducing farmland abandonment is important to address food security issues. China is accelerating its transition into an aging society, and this change in the labor force structure may have an impact on farmland abandonment. This study is based on the China Labor Force Survey conducted in 2012, 2014, 2016, and 2018 and collects data from 29,704 val...
Introduction
China’s rural financial landscape has long been characterized by exclusion, leaving countless farmers without access to essential financial services. However, the advent of digital financial inclusion presents a promising solution, offering low-cost, high-penetration avenues to bolster agricultural sustainability. This paper unravels h...
The global mental health crisis presents a significant challenge to sustainable development, and this crisis is more pronounced in China's rural areas versus urban areas. Alcohol consumption has increased in rural areas with China's economic growth, but the number of studies on the relationship between farmers' alcohol consumption and their mental...
Achieving the UN clean energy goal will contribute to the achievement of other sustainable development goals (SDGs). However, the low quality of the power supply is destroying global efforts to introduce clean energy. Specifically, in China, the world’s largest developing country, the rural clean energy plan has been affected by power shortages. It...
The Yangtze River has been regarded as the birthplace of China and an important symbol of its rich cultural legacy. Yangtze River’s Great Protection Strategy (YRGPS) has resulted in various changes in the economy, society, and environment of the Yangtze River basin. However, its impact on carbon reduction and emission reduction is yet to be discuss...
The mental health crisis poses a major challenge to global sustainable development. In response, the United Nations has launched an ambitious plan to “reshape the environment that affects mental health”. Clean toilets are an important measure of civilization, yet it is unclear whether they are helping to alleviate the global mental health crisis. T...
Preserving and enhancing the quality of farmland holds significant importance for ensuring food security and promoting sustainable agricultural development. Drawing on survey data collected from 2600 households engaged in rice cultivation across 13 cities in Jiangsu Province, China, this study examines the impacts of farmer ageing on farmland ecolo...
Excessive carbon emissions are the major challenge to global sustainable development. In the context of the coronavirus pandemic, pressure on global economic growth is gradually rising, threatening established carbon reduction targets. However, the relationship between economic growth pressures and carbon emission intensity has yet to be clearly di...
Based on the panel data of listed Chinese manufacturing enterprises from 2007 to 2019, this study uses the difference-in-differences-based propensity score matching method (PSM-DID) to explore the policy effect of carbon emissions trading on green technology innovation in manufacturing from the perspective of independent innovation of enterprises....
Agricultural carbon emission reduction is inseparable from discussions about government systems, especially in countries with distinctive institutional arrangements such as China. Environmental regulation may influence the impact of environmental decentralisation on agricultural carbon intensity. Using panel data from 30 provinces in mainland China...
Straw used to be an important raw material for heating, cooking, and raising livestock in rural areas. However, with the development of the economy, straw burning poses a great threat to the environment. Straw return is of great significance for realizing carbon peaks and carbon neutrality because of its ecological value and economic value. Based o...
As an important part of agricultural socialization services, outsourced machinery services are of great significance for promoting the green development of agriculture. Using the field survey data of 1080 rice growers in Sichuan Province, this paper empirically analyzes outsourced machinery services' impact and role path on farmers' green productio...
Solar energy is vital for solving the problems of rural environmental pollution and energy poverty. Using the
sample from China, the study combines the theory of conformity tendencies and the theory of strong-weak ties,
and utilizes the Logistic model and propensity score matching (PSM) method to investigate the conformity
tendencies in farmers’ ad...
Guiding farmers to respond to climate change is of great significance to China's adaptation to climate change and global sustainable development. Using survey data of 540 farmers from Sichuan Province, the binary probit model and propensity score matching (PSM) method were used to analyze the peer effects on farmers' response to climate change. The...
Clean energy is expected to both reduce carbon emissions and enhance well-being, and ‘Internet + energy consumption’ has become a key to facilitating the transformation of energy use for cooking among Chinese farmers. However, few studies have analyzed the relationship between the two based on large-scale micro-data systems. Based on data from the...
For global sustainable development, clean energy and excellent health are critical challenges. Cooking with clean energy may play an important role in the health of household members. Multi-layer data of “individual-household-village” was created based on the 2016 China Labor Force Dynamics Survey. The Probit model was used in this study to investi...
From the perspective of conformity tendency, based on 540 farmers' data in Sichuan Province, China, the study used the probability score matching (PSM) model and mediator model to explore the role of four types of peers' straw returning behavior on farmers' preferences to implement straw returning and the realization paths. It was found that (1) fa...
Land transfer is an essential prerequisite for moderate-scale operation. Using the internet realizes the rational allocation of resources and promotes the development of agriculture and rural areas. Based on the data of 8198 farmers surveyed in the 2016 China Labor Dynamics Survey, the conditional mixed estimation method (CMP) was used to analyze h...
Recycle behavior of agricultural film (RBAF) plays an important role in protecting the ecological environment of farmland. Improving RBAF has become an urgent choice for agricultural countries to achieve sustainable development. Construction of high-standard farmland (CHSF) is defined as the artificial improvement of farmland facilities and conside...
It's the direction of all humankind's joint efforts to develop clean cooking fuels and reduce carbon emissions vigorously. While most studies found that householder and family characteristics influence household cooking fuel choice, few studies focus on the relationship between labor transfer and the choice of clean cooking fuels. Based on the thre...
Agricultural low-carbon emission reduction is an essential part of China's ecological civilization construction. Farmers' low-carbon agricultural technology (LCAT) adoption has become an important means to achieve agricultural low-carbon emission reduction. Based on the survey data of 1080 farmers in Sichuan Province, farmers' LCAT adoption has bee...
It is of great significance for global environmental governance to guide farmers to effectively perceive climate change. Based on the survey data of 540 farmers in Sichuan Province, China, this study used binary Logit model and Multinomial Logistic Regression model to explore the effects of farmers’ space-time perception of climate change and their...
The deepening of rural population aging and the lack of labor transfer cause the phenomenon of land abandonment to become more serious, which threatens regional and even national food security. Based on the survey data of 540 farmers in Sichuan Province, the theoretical analysis framework of land attachment, intergenerational difference and land ab...
Effectively managing and mitigating “human–wildlife conflict” (HWC) by adjusting the use of cultivated land to realise the coexistence of humans and wildlife plays an important role in protecting biodiversity, ensuring food security, improving cultivated land use efficiency, and improving the livelihoods of community residents in nature reserves. B...
Encouraging farmers to respond to climate change is very important for agricultural production and environmental governance. Based on the data of 540 farmers in Sichuan Province, China, the effects of conformity tendencies on farmers’ adaptive behavior decisions to climate change were analyzed using the binary logistic model and propensity score ma...
While most studies focus on the impact characteristics of farmers and family economic
traits have on participation in rural environmental improvement, few studies focus on the
relationship between farmers’ environmental awareness and rural residential environment
improvement. Based on the survey data of 200 farmers in Sichuan Province, this paper
d...
A lack of adequate exercise threatens human health, weakening human capital accumulation. The relationship between exercise and income has become the focus of attention in health economics. In terms of reducing body weight and improving physical fitness, diet and physical exercise are intertwined and become effective ways to shape a healthy state....
For people in earthquake-poverty areas, taking effective disaster preparedness is the key to reduce the loss of life and property. Based on the survey data of 327 residents in Wenchuan and Lushan County, Sichuan earthquake-stricken areas in 2019, the research analyzed the influence of peer effects on disaster preparedness and its mechanism by using...
How to protect the ecological environment is an important international issue for achieving the sustainable development goals. Using survey data of 2628 farmers in 52 administrative villages in 13 prefecture-level cities of the China Land Economic Survey in 2020, probit and multinomial logistic regression models were used to explore the influence o...
In hilly and mountainous areas of China, landslides are a common geological hazard that threatens agricultural production and has a profound impact on farmers’ production behavior. This study aims to understand the natural factors and internal logical mechanisms that lead to farmland abandonment. More specifically, based on a sustainable livelihood...
Straw return is a kind of agricultural cleaner production technology. It can not only reduce environmental pollution caused by straw burning, but also help to improve soil conditions. However, few studies focus on the impact of increasingly active land transfer on farmers' willingness to pay for straw return. This study had a theoretical framework...
In the context of the Internet power strategy, "Internet + agriculture" has gradually become a key force in realizing agricultural modernization. Based on the data of the China Labor-force Dynamics Survey 2012, 2014, and 2016, this paper uses conditional mixed process (CMP) to solve the endogeneity problem and tests the impact and mechanism of Inte...
Groundwater protection is essential for global sustainable development. Due to the lack of motivation among farmers to build harmless disposal facilities for livestock excrement, there is a huge challenge surrounding groundwater protection, which also threatens the achievement of the UN Sustainable Development Goal (SDG) 6: “clean water and sanitat...
(Motivation) With the transfer of labor force and the continuous improvement of household income, the household energy consumption structure is also changing. (Gaps) However, few studies have explored the correlations between labor off-farm employment (LOE) and farmers’ cooking clean energy (CCE) consumption. (Methodologies) Using survey data of 81...
This study used panel data for 2166 county-level units in China between 2000 and 2017 to characterize carbon productivity's temporal and spatial evolution in Chinese counties. The “catch-up effect” of carbon offsets between counties was examined, and this was used to measure the carbon offset potential and analyze its spatial differences. The resul...
The tendency to conform with peers, and learning by imitation, have become new influencing factors that affect farmers' purchases of policy-based planting agricultural insurance. Based on the survey data of 540 farmers in Sichuan Province in 2021, this study empirically analyzed the impact of peer effects on farmers' purchases of policy-based plant...
Declining fertility rates pose challenges to global economic, social, cultural and political development. Low fertility rates among rural floating populations are exacerbating these challenges. However, it is not clear whether and to what extent rural population mobility (RPM) has reduced migrants’ willingness to have children. At the same time, ru...
China has the highest carbon dioxide emissions worldwide. Exploring the mechanism of fiscal decentralisation on agricultural carbon intensity can help China reach its carbon peak and become carbon neutral. This study used panel data for 30 provinces in Mainland China from 2000 to 2019 and constructed a spatial Durbin model to investigate the spatia...
Agricultural green development is increasingly being discussed in sustainable development. This paper constructs agricultural green development from four dimensions: resource savings, environmental protection, ecological conservation, and quality industrialization. We apply the entropy-weighted Technique for Order Preference by Similarity to an Ide...
Globally, all countries regard the development of economic zones around basins as the focus and main axis of national economic construction. The economic development of basin areas must consider the constraints of environmental protection, which requires local governments to adopt a coordinated development approach to the green economy. The Chengdu...
It is of great significance to explore the influencing factors of land flow to promote moderate-scale agricultural operation. However, few studies have explored the quantitative influences of land attachment and intergenerational difference on land transfer. Based on the survey data of 540 rural households in Sichuan Province, this study uses facto...
Waste classification is an important part of the renovation of rural human settlements, and the renovation of rural human settlements is also of great significance to global sustainable development. Therefore, it is of the utmost importance to study the factors that affect the classification behavior for promoting waste classification behavior. How...
Encouraging rural residents to adopt biogas is of great practical significance in tackling environmental degradation in China. Based on the survey data of 540 rural households in Sichuan Province, China, this paper studies the peer effects of biogas adoption in rural households, focusing on the influence of relatives and friends on the biogas adopt...
Disaster preparation can reduce the impact of an earthquake on residents. Residents are more likely to undertake disaster preparedness if they perceive it to be effective. However, few studies have analyzed the influence of trust on this perception. This study surveyed 327 households in areas stricken by the Wenchuan and Lushan earthquakes to explo...
Objective
The purpose of this study is to further deepen our understanding of the relationship between community resilience and disaster risk perception of residents, so as to provide beneficial enlightenment for the construction of community resilience disaster prevention system and disaster risk management.
Methods
This study surveyed 327 rural...
Traditional community disaster prevention and mitigation relies on the top-down management mode led by the government and ignores the important role played by the participation of peasant households and communities in grass-roots disaster risk management. Based on the sampling survey data of 327 households in the disaster threatened area, An ordere...
residents living in earthquake-threatened areas, choosing suitable risk coping behaviors can effectively reduce the loss of family life and property. However, some residents still choose to continue to live within areas at risk of earthquake disaster. Place attachment may play an important role. Based on place attachment theory and the Protective A...
People’s weak perceptions of environmental pollution (PEP) threaten the achievement of the Global Sustainable Goals, especially in rural areas. However, Internet use may improve farmer’s PEP. Thus, based on survey data from rural China, this study uses an endogenous switching regression model (ESRM) to remove the selection bias and quantitatively e...
Rui Min Hongxin Yang Xu Mo- [...]
Xin Deng
At present, the world’s countryside needs to be revitalized urgently, and cultivated land is the critical factor in promoting the countryside’s revitalization. The reduction of uncultivated land contributes to the efficient use of rural land resources, contributing to global rural revitalization. This study uses data from 3938 Chinese peasant house...
The effective prevention and control of forest disasters is important for forest resources and the well-being of those living in forested areas. This study evaluates the impact of a policy that employs a rural impoverished population as ecological forest rangers (EFRs) for the incidence of forest disasters. We estimate a generalized difference in d...
An individual’s expectations for the value of farmland are a manifestation of his or her awareness of farmland rights and interests. Differences between male and female farmers in their use of farmland, employment, education, and rights protection may ultimately lead to differences in the evaluation of land value between the two groups. Clarifying...
The topic of quality of life has long been a focus of global research and the public. The land transfer policy implemented by the Chinese government affects farmers’ quality of life (FQOL); however, the extent of this effect remains unclear. As land transfer may be a self-selection behaviour, it may be subject to selection bias such that traditiona...
Environmental pollution is threatening the sustainable development of rural areas. Increasing farmers’ willingness to participate in environmental governance (FWPEG) can effectively reduce this threat. Fortunately, the internet can speed up the process. However, it is unclear whether and to what extent the mastery of internet skills will increase F...
Based on the survey data of 327 peasant households in Wenchuan and Lushan earthquakes in China, this study analyzed the characteristics of residents' disaster knowledge and their disaster avoidance behavior before, during and after the earthquake, and constructed the binary Logit model and the disordered multi-classification logistic regression mod...
The intensification of global climate change leads to frequent mountain torrents, landslides, debris flows and other disasters, which seriously threaten the safety of residents’ lives and property. However, few studies have compared and analyzed the livelihood vulnerability and adaptation strategies of farmers in different disaster-threatened areas...
Evacuation and relocation are the most effective ways for residents to avoid disasters, and can ensure the property and safety of life. Therefore, it is of great significance for regional disaster risk management systems to explore the driving factors of residents' willingness to evacuate and relocate from earthquake-stricken areas. However, few sc...
Disaster preparedness is an important link in disaster risk management and an effective means to reduce disaster losses. However, few studies focus on the peer effects of the social network in residents' disaster preparedness decisions. Based on the survey data of 327 rural households affected by the Wenchuan and Lushan earthquake in China, this st...
Natural disasters cause great losses of property and life in many areas of China. However, rural residents do not always insure themselves against these losses. Measuring the correlation between trust and farmers’ behavior related to the purchasing of natural disaster insurance is of great significance to the implementation of natural disaster insu...
This study aims to provide empirical evidence for the relationship between farmland abandonment and food security from the perspective of agricultural productivity. Specifically, based on 4,850 farmer households in the hilly and mountainous areas of rural China, this study uses the endogenous switching regression (ESR) method to solve the problem o...
After the completion of China’s poverty alleviation task in 2020, the poverty situation will undergo major changes, and the focus of poverty alleviation work will shift to solving relative poverty. This can provide useful inspiration for the government to formulate and implement relevant policies that explore the differences in livelihood risk impa...
With the increasing frequency of all kinds of natural disasters, strengthening the resilience and disaster prevention capacity of communities, and improving residents' preparedness for disasters, have gradually become effective means of dealing with disaster risks and improving residents' well-being. However, few studies have explored the correlati...
Earthquakes have strong negative impacts on the development of global economic society. Fortunately, these negative impacts can be reduced through earthquake-preparedness behaviors. However, existing studies mostly focus on the driving factors of disaster-preparedness behaviors among urban residents, while few studies consider such factors among ru...
Understanding the formation mechanism of farmers’ farmland value expectations not only helps to evaluate farmers’ land resource allocation behaviors, but also enables the government to create better policies that can effectively guide and manage farmers’ land value expectations. Based on cross-sectional data from the 2015 China Household Finance Su...
Individuals' disaster preparedness may indirectly affect their quality of life through the way they perceive risk. Based on the revised Protective Action Decision Model, using a survey of 327 households in the hardest-hit areas of the Wenchuan and Lushan earthquakes, this study has used the ordinal multi-class logistic regression model to analyze t...
The welfare of many poor and low-income rural households is vulnerable to earthquakes and secondary geological disasters. The academic literature, however, pays little attention to the livelihood pressure, adaptability, and livelihood strategies of these households. Based on the survey data of 327 rural households in the Wenchuan and Lushan earthqu...
Farmers’ livelihood and land have been the focus of academic and political attention for a long time. In the process of rapid urbanization in China, as farmers change their livelihood strategies and livelihood capital allocation driven by economic interests, farmland abandonment increases, which is not conducive to the guarantee of food security. T...
Natural disasters are increasing in frequency in China. Enhancing residents' livelihood resilience and adjusting their livelihood strategies have gradually become effective means of dealing with disaster risk. Therefore, it is of great significance to explore the livelihood strategies and livelihood resilience of rural residents in earthquake-stric...
It is the final year for China to meet its targets for the 2020 deadline in its battle against poverty. Exploring the livelihood risks faced by farmers and their livelihood adaptation strategies in areas where disaster and poverty are intertwined can provide useful insights for the formulation and implementation of government policies for alleviati...
Disaster information acquisition is a research hotspot in disaster risk management. However, most studies focus on residents' access to disaster information at a time point, such as the peak of the disaster. Few studies have considered information channel types and rates of access over the whole period of a disaster; i.e., from before the disaster...
At a time when COVID-19 is sweeping the world, farmland abandonment is obviously not conducive to solving food security problems. Since the formal institutions of local government in China have not been effective in the reduction of farmland abandonment, this study aims to explore whether informal institutions can help mitigate this problem. Based...
Information credibility is important for effective disaster communication, and its strength affects the evacuation willingness of residents. However, few reports have studied the correlation of information credibility and disaster risk perception with residents' willingness to evacuate during earthquake threats. Using survey data of 327 rural house...
Ecological or environmental compensation policies are usually designed with multiple policy objectives such as protecting the ecological environment and promoting farmers’ livelihoods, but in the enforcement process, there are often inconsistencies between realistic choices and policy objectives. Based on pooled cross-section data from the 2017–201...
Sichuan Province in China is one of the world's most earthquake-stricken areas. Wenchuan and Lushan Counties in Sichuan and other earthquake-stricken areas contain rural settlements subject to geological disasters and poverty. However, there is little research on the characteristics of disaster-preparedness behavior and whether these differ between...
For effective communication and management of disaster risks, it is important to explore how media exposure and disaster experience related to earthquake events affect residents' prospect ranks of disaster risk perceptions. Using survey data from 327 households located in the Wenchuan and Lushan earthquake regions in China, the ordinary least squar...
Land property security and advanced factor inputs play critical roles in agricultural modernization in developing countries. However, there are unclear relationships between land property security and advanced factor inputs. This study aims to clarify these relationships from the perspective of the differentiation of the realization process of land...
Labor force rural-urban migration will lead to changes to the land use patterns of farmers. Using the survey data on dynamic migration of the Chinese labor force in 2014, iv-probit and iv-tobit models were used to analyze the impact of labor migration on the land transfer of farmers. The results show that: (1) Off-farm employment would significantl...
Based on survey data from 327 rural households in the areas affected by the Wenchuan Earthquake and Lushan Earthquake in Sichuan Province, this study systematically analyzed disaster risk perception, sense of place, evacuation willingness, and relocation willingness among residents in these earthquake-stricken areas. Further, this study constructed...
With the feminization of agriculture, the role of women in the rural land transfer market is becoming increasingly important. However, at present, there is little research focusing on the relationship between the off-farm migration of female laborers and land transfer rates. Using data on 1652 agricultural land plots owned by 232 rural households i...
Rural households are micro-organizational systems that are composed of different family members. Against a background of fragmented land patterns and massive labor migration in China, it is of great significance for the sustainable development of regional economies to explore the optimal selection of livelihood strategies by rural households. Using...
There are many important factors to consider when creating robust, regional disaster prevention systems. These include rural households' knowledge and reported skills of earthquake disasters, disaster risk perception, awareness of disaster risk reduction, willingness to purchase insurance, and willingness to relocate to avoid disasters. However, fe...
Purpose
Previous studies focused on the influence of outsourcing (labor division) on productivity, especially in the industrial economy. However, few studies have focused on how labor division in agriculture affects agricultural productivity. To bridge this gap, this study uses survey data from 4864 farmer households in China to explore the impacts...
Prior studies have fully explored the impacts of rural labor migration on land use forms. In contrast to prior studies, this study focuses on the health status of rural households and its quantitative impacts on cropland abandonment (CA). More specifically, under the guidance of the theoretical mechanism of "household health affects CA by labor sup...
Sichuan is a province in Southwest China that is famous worldwide for its earthquakes. However, few quantitative studies in China have probed the correlations between rural households' financial preparation, disaster experience, and disaster-risk perception. Using survey data of 327 rural households from four areas stricken by the Wenchuan Earthqua...
Research on the association between rural households’ livelihood capitals and livelihood strategies has long been of interest in geography, management, economics, ecology and other disciplines. However, the existing micro-empirical studies are mostly small-scale surveys of rural households; there are much fewer large-scale investigations at the nat...
The focus of land economics is on how to decrease the misallocation of resources to achieve an optimal allocation of resources. Both the theories of new economics of labor migration (NELM) and the conclusions of empirical studies reveal that land resources will inevitably be reallocated (e.g., rented out) if the resources of family labor are reallo...
Land use plays an important role in ensuring food security. Research on the driving factors of land use has gradually changed from analysis of apparent determinants to investigation of deeper and more fundamental determinants, even those rooted in personal experiences. More studies have begun to focus on the long-term impact of personal experiences...
Cropland, as the largest land use type in the human landscape, contributes to not only biodiversity but also global food security. However, cropland abandonment not only is harmful to agricultural cultural landscapes but also threatens food security. Prior studies have suggested that changes in the social environment drive farmers to abandon cropla...
Alleviating cropland misallocation is helpful for the sustainable development of agriculture. Does off-farm employment inevitably result in cropland misallocation (e.g., cropland abandonment) and threaten the sustainable development of agriculture? This study differs from prior studies in its view that off-farm employment does not necessarily resul...