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Keywords = farmers’ off-farm employment

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20 pages, 807 KiB  
Article
The Impact of Farmers’ Digital Participation on Cultivated Land Ecological Protection
by Qinghua Xin, Baijun Wu and Yaru Shi
Sustainability 2025, 17(13), 6191; https://doi.org/10.3390/su17136191 - 5 Jul 2025
Viewed by 475
Abstract
The increasingly severe ecological and environmental problems in rural areas pose a serious threat to agricultural sustainability and human well-being. Protecting the ecological environment of cultivated land is fundamental to ensuring food security and achieving sustainable development goals. The effective integration of digital [...] Read more.
The increasingly severe ecological and environmental problems in rural areas pose a serious threat to agricultural sustainability and human well-being. Protecting the ecological environment of cultivated land is fundamental to ensuring food security and achieving sustainable development goals. The effective integration of digital technology into farmers’ production and daily life is a key driver for transforming farming practices and advancing the ecological protection of cultivated land. This study draws on data from the 2020 China Rural Revitalization Survey (CRRS) to systematically examine the impact of farmers’ digital participation on the ecological protection of cultivated land. The main findings are as follows: (1) Digital participation significantly promotes ecological conservation of cultivated land, with each unit increase associated with a 7.8% reduction in fertilizer use intensity; (2) the results are robust across various empirical strategies, including instrumental variable estimation, the ERM approach, residual analysis, and alternative indicator specifications; (3) mechanism analysis indicates that digital participation reduces fertilizer use through three main channels: expansion of social networks (accounting for 7.10%), enhancement of subjective cognition (29.66%), and adoption of agricultural technologies (10.18%); and (4) heterogeneity analysis shows that the protective effects on cultivated land are more pronounced among households with off-farm employment experience, in villages where leaders have higher educational attainment, and in regions with more advanced digital environments. Based on these findings, the following policy recommendations are proposed: enhancing digital infrastructure in rural areas, strengthening the training of agricultural practitioners, and developing localized digital environments tailored to local conditions. Full article
(This article belongs to the Section Sustainable Agriculture)
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14 pages, 902 KiB  
Article
Assessing the Technical Efficiency of Rice Producers in the Parsa District of Nepal
by Puruswattam Bahadur Rauniyar and Jonghwa Kim
Agriculture 2025, 15(3), 342; https://doi.org/10.3390/agriculture15030342 - 5 Feb 2025
Viewed by 1240
Abstract
Rice is one of the primary staple foods in Nepal, and there has been a notable increase in the production of this crop over the past ten years. Nonetheless, there appears to be a growing tendency to import rice. The plain region (Terai) [...] Read more.
Rice is one of the primary staple foods in Nepal, and there has been a notable increase in the production of this crop over the past ten years. Nonetheless, there appears to be a growing tendency to import rice. The plain region (Terai) of Nepal produces more than two-thirds of the country’s total rice output, with the highest productivity found in Madhesh Province. However, because of the limited knowledge regarding the technical aspects of rice production, commercial rice growers are facing challenges in using resources to produce output as effectively as possible. There is a pressing need to maximize production based on a limited number of inputs. Thus, this study aimed to examine the technical efficiency of rice farmers and the factors affecting technical inefficiency in the Parsa district of Nepal. This study area is the major domain of the Prime Minister Agriculture Modernization Project (PMAMP), which supports farmers with necessary agricultural inputs, infrastructure development, and innovative practices. Data were collected from 215 rice farmers using multistage purposive sampling and were subjected to a Cobb–Douglas stochastic frontier production function. The results showed that rice producers had a technical efficiency of 0.862. Age and off-farm activities were found to significantly influence the technical efficiency of rice farmers. The technical efficiency of rice producers could be enhanced using a project approach, such as the PMAMP. It is important for the government to implement innovations and technologies in farms with the participation of older farmers because their ability to adapt to novel techniques and technologies is better than that of young farmers. Youth generally prefer off-farm employment opportunities, so domestic investment in agriculture should be promoted to make this sector more appealing. Further, policies and programs focusing on pooling small rice fields and subsidizing the price of tractors will help improve the yield of rice. Full article
(This article belongs to the Section Agricultural Economics, Policies and Rural Management)
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24 pages, 433 KiB  
Article
Can Land Transfer Alleviate Multidimensional Relative Poverty in Rural Areas?
by Benjian Wu, Yiyuan Rong, Xinyu Liang, Haibo Zhu and Xue Shi
Land 2024, 13(11), 1743; https://doi.org/10.3390/land13111743 - 24 Oct 2024
Cited by 1 | Viewed by 1207
Abstract
After eliminating absolute poverty, China’s anti-poverty efforts have shifted towards multidimensional relative poverty. This study uses microdata from the Chinese Academy of Agricultural Sciences (CAAS) from 2012 to 2021, applies the Kakwani index to construct a multidimensional relative poverty indicator, and uses an [...] Read more.
After eliminating absolute poverty, China’s anti-poverty efforts have shifted towards multidimensional relative poverty. This study uses microdata from the Chinese Academy of Agricultural Sciences (CAAS) from 2012 to 2021, applies the Kakwani index to construct a multidimensional relative poverty indicator, and uses an endogenous transformation model to analyze the impact of land transfer on multidimensional relative poverty in rural areas. The study found that (1) land transfer can effectively reduce the multidimensional relative poverty of farm households. (2) Land transfer has a better mitigating effect on young farmers, farmers with higher literacy levels, and farmers who have not acute poverty. (3) Land transfer alleviates multidimensional relative poverty by increasing agricultural mechanization, business income, off-farm employment, and wage income. (4) The effects of land transfer out and land transfer in on the dimensions of multidimensional relative poverty are heterogeneous. Full article
(This article belongs to the Special Issue Land Use Policy and Food Security)
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26 pages, 1080 KiB  
Article
Can Agricultural Socialized Services Promote Agricultural Green Total Factor Productivity? From the Perspective of Production Factor Allocation
by Wei Yao, Yingyu Zhu, Shuyao Liu and Yan Zhang
Sustainability 2024, 16(19), 8425; https://doi.org/10.3390/su16198425 - 27 Sep 2024
Cited by 5 | Viewed by 1345
Abstract
In the context of China’s large country with small farmers, agricultural socialized services are regarded as an important way for small farmers to organically connect with modern agriculture and provide ideas for improving agricultural green total factor productivity (AGTFP). Based on data from [...] Read more.
In the context of China’s large country with small farmers, agricultural socialized services are regarded as an important way for small farmers to organically connect with modern agriculture and provide ideas for improving agricultural green total factor productivity (AGTFP). Based on data from 1066 farmers from the China Land Economy Survey (CLES), this paper takes net carbon sink as the environmental output variable, adopts the Cobb–Douglas production function for stochastic frontier method estimation, and measures the AGTFP based on the stochastic frontier analysis method with an output-oriented distance function. At the same time, through the construction of intermediary effect and regulatory effect models, it empirically analyzes the impact and mechanism of agricultural socialized services on farmers’ AGTFP from the perspective of factor allocation. The study found that agricultural socialized services not only significantly promote AGTFP, but also that the effect of AGTFP improvement is more significant as the degree of participation in agricultural socialized services increases. The main results have passed a series of robustness tests. Further research found that agricultural socialized services promote the improvement of AGTFP through the intermediary role of improving the scale of farmland and the level of agricultural green technology adoption. Off-farm employment of the rural labor force has a positive regulatory effect between agricultural socialized services and AGTFP. Therefore, it is recommended to further play the role of agricultural socialized services in optimizing the allocation of production factors and to motivate agricultural socialized service organizations to provide multiple green production services for farmers through policy support or subsidies, enhance the service capacity of agricultural socialized service organizations, and provide precise services by fully considering the differences in the endowment of production factors among farmers, as well as take multiple measures and make solid and steady progress in promoting the sustainable development of agriculture. Full article
(This article belongs to the Special Issue Controlled Environment Agriculture for Sustainable Farming)
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16 pages, 586 KiB  
Article
How Farm Machinery Rental Services and Off-Farm Work Affect Household Income in China
by Weiwei Wang, Zhihai Yang, Xiangqun Gu, Amin Mugera and Ning Yin
Agriculture 2024, 14(10), 1672; https://doi.org/10.3390/agriculture14101672 - 24 Sep 2024
Cited by 1 | Viewed by 1515
Abstract
(1) Background: Most nations struggle to close significant income gaps between high and low earners. While the adoption of farm machinery rental services and off-farm employment may be beneficial, it is unclear whether jointly applying both approaches can raise income levels in rural [...] Read more.
(1) Background: Most nations struggle to close significant income gaps between high and low earners. While the adoption of farm machinery rental services and off-farm employment may be beneficial, it is unclear whether jointly applying both approaches can raise income levels in rural households or help narrow the income gap within the farm sector. This study investigated scenarios involving both participation in farm machinery rental markets and in off-farm work, analyzing their varied impacts on household incomes based on survey data from 1027 rice producers in rural China. (2) Methods: We employed a two-stage econometric procedure encompassing a bivariate ordered probit model with an endogeneity-corrected unconditional quantile regression model. (3) Results: Rice farmers often simultaneously rent farm machinery services and engage in off-farm work. Both activities positively affect their household incomes; however, these effects vary across different income levels. Renting farm machinery provides greater marginal benefits for lower-income households, while off-farm employment has a stronger impact on higher-income households. Farm machinery rental services appear to benefit disadvantaged households more than off-farm employment opportunities do. (4) Suggestions: To enhance the welfare of lower-income households, policymakers should focus on expanding access to farm machinery rental services. Full article
(This article belongs to the Section Agricultural Economics, Policies and Rural Management)
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14 pages, 682 KiB  
Article
Will the Exodus of Young People Bring an End to Swidden Farming as a Major Forest Use in SE Asia?
by Shintia Arwida, Ratih Dewayanti, Wanggi Jaung, Agni Klintuni Boedhihartono and Jeffrey Sayer
Sustainability 2024, 16(13), 5302; https://doi.org/10.3390/su16135302 - 21 Jun 2024
Cited by 1 | Viewed by 1904
Abstract
Swidden agriculture has been practiced historically by communities in SE Asia, but as the population grows and other land uses expand, the areas available to swidden farmers are decreasing. Government environmental policies discriminate against swidden farming. Opportunities for off-farm employment are increasing, and [...] Read more.
Swidden agriculture has been practiced historically by communities in SE Asia, but as the population grows and other land uses expand, the areas available to swidden farmers are decreasing. Government environmental policies discriminate against swidden farming. Opportunities for off-farm employment are increasing, and this is attracting young people to abandon swidden farming. We explored the link between access to land and migration in three forest landscapes in Indonesia, Lao, and Vietnam. We analyzed the impacts of the push factors within the swidden systems and the pull factors from non-agricultural activities on young people’s decisions to migrate or continue in swidden agriculture. We found that stable cash incomes from non-farm jobs were a major driver of young people’s out-migration. Other factors included the desire to have broader experience, better education, as well as peer influences. We also found that land was becoming less accessible to young swidden farmers, but this was not a major reason to migrate as suggested by many studies. Government and private sector investments in plantations, mining, or infrastructure are reducing land availability. Government restrictions on land clearing also reduce areas available for swidden farming. Full article
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18 pages, 495 KiB  
Article
The Impact of Off-Farm Employment Recession and Land on Farmers’ Mental Health: Empirical Evidence from Rural China
by Ziyu Wang, Qiran Zhao and Yueqing Ji
Land 2024, 13(6), 837; https://doi.org/10.3390/land13060837 - 12 Jun 2024
Cited by 2 | Viewed by 1460
Abstract
The agricultural land management under the household responsibility system (HRS) in rural China empowers farmers with land tenure rights, meeting the basic needs for their livelihoods and employment by cultivating the land. This paper investigates the pivotal role of agricultural cultivated land as [...] Read more.
The agricultural land management under the household responsibility system (HRS) in rural China empowers farmers with land tenure rights, meeting the basic needs for their livelihoods and employment by cultivating the land. This paper investigates the pivotal role of agricultural cultivated land as a social safety net, ensuring livelihood security for farmers confronting a recession in off-farm employment. Our analysis is based on data collected from six provinces (Heilongjiang, Henan, Zhejiang, Yunnan, Shandong, and Anhui) in the rural areas of China from 2019 to 2020. We investigated the impact of the off-farm employment recession on the mental health of farmers and the moderating effect of land as a social safety net on the relationship between the off-farm employment recession and mental health. The analysis points to the following results: (1) The majority of farmers have significantly reduced off-farm working time during employment recession. (2) The off-farm employment recession has worsened farmers’ mental health. (3) Farmers’ land assets through tenure rights provide both income and employment security functions, which can mitigate the adverse effects of the off-farm employment recession on their mental health. The findings of this study highlight the crucial role of land assets to reduce the negative impact of unemployment in the context of economic recession, emphasizing the significance of the policies supporting the land rights among vulnerable rural groups. Full article
(This article belongs to the Section Land, Biodiversity, and Human Wellbeing)
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18 pages, 1277 KiB  
Article
Value Perception, Government Regulation, and Farmers’ Behavior toward Continuing to Maintain the Sloping Land Conversion Program
by Chen Chen, Qiheng Zhong and Liqun Wang
Land 2024, 13(3), 286; https://doi.org/10.3390/land13030286 - 25 Feb 2024
Viewed by 1538
Abstract
As a major ecological project with the largest investment scale, strongest policy support, most extensive involvement, and the highest level of public participation in the world, the Sloping Land Conversion Program (SLCP) implemented by China is important for protecting the ecological environment and [...] Read more.
As a major ecological project with the largest investment scale, strongest policy support, most extensive involvement, and the highest level of public participation in the world, the Sloping Land Conversion Program (SLCP) implemented by China is important for protecting the ecological environment and achieving long-term stability. Consolidating the SLCP’s achievements is key to its sustainable operation. Based on a sample of 612 farmers in Guizhou Province, this paper discusses the impact of value perception and government regulation on farmers’ behavior in terms of their continued SLCP maintenance. The results show that (1) value perception and government regulation are important factors affecting the sustainability of farmers’ behavior of continuing to maintain the SLCP. Perceived economic value and perceived cost input, as dimensions of value perception, and policy publicity and economic incentives, as dimensions of government regulation, have important influences on farmers’ continued SLCP maintenance. (2) There are complementary effects between value perception and government regulation. Policy publicity and perceived ecological value, technical guidance and perceived economic and social value, and economic incentives and perceived economic value can have complementary effects on farmers’ continued maintenance behavior. (3) Value perception and government regulation heterogeneously impact different groups of farmers. In terms of intergenerational differences, perceived cost inputs and punitive measures significantly affect only new-generation farmers. In terms of farmer type, perceived economic value does not significantly affect nonfarmers; perceived cost input significantly affects part-time farmers engaged mainly in off-farm employment, and technical guidance and economic incentives have the greatest impact on pure farmers. In terms of tree species, perceived cost input and policy publicity significantly impact only ecological forest farmers, while technical guidance has a greater impact on economic forest farmers. The findings provide an in-depth understanding of the mechanism underlying farmers’ behavior in maintaining the SLCP and offer a reference for promoting the goals of forestry ecological policies against the background of rural revitalization and green development. Full article
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16 pages, 268 KiB  
Article
Study on the Impact of Internet Usage, Aging on Farm Household Income
by Xinyan Wei, Ying Liu and Yang Liu
Sustainability 2023, 15(19), 14324; https://doi.org/10.3390/su151914324 - 28 Sep 2023
Cited by 5 | Viewed by 2002
Abstract
Increasing farmers’ incomes and empowering rural revitalization through the digital economy are important issues of widespread concern in our society today. From the perspective of aging, this paper uses the 2016, 2018, and 2020 China Family Panel Studies (CFPS) data to examine the [...] Read more.
Increasing farmers’ incomes and empowering rural revitalization through the digital economy are important issues of widespread concern in our society today. From the perspective of aging, this paper uses the 2016, 2018, and 2020 China Family Panel Studies (CFPS) data to examine the impact of Internet usage on farm household income in the realistic context of the severe aging situation in rural areas, to explore the specific mechanisms through which aging plays a role. A further comparative analysis of the heterogeneity of Internet usage and aging effects on different sources of farm household income is performed. The study finds that Internet use by farmers increases household income, but aging diminishes the boosting effect of Internet usage on household income. By reducing off-farm employment and increasing family care, aging reduces the Internet’s boosting effect on farm household income. Among household income sources, Internet usage significantly contributes to the growth of farm household wage income. Aging dampens the growth of all income sources except transfer income. Aging enhances the boosting effect of Internet usage on the transfer income of farm households; however, it weakens its boosting effect on the wage income of farm households. Therefore, there is an urgent need to promote the construction of rural digital infrastructure, improve farmers’ digital literacy, and improve rural pension infrastructure and services, to escort the digital transformation of agriculture and rural areas and the common prosperity of farmers. Full article
19 pages, 288 KiB  
Article
Off-Farm Employment, Outsourced Machinery Services, and Farmers’ Ratoon Rice Production Behavior: Evidence from Rice Farmers in Central China
by Xue Shen, Quanyu Yang, Ting Qiu and Rongjun Ao
Agriculture 2023, 13(10), 1881; https://doi.org/10.3390/agriculture13101881 - 26 Sep 2023
Cited by 2 | Viewed by 1807
Abstract
Promoting ratoon rice is a critical measure for ensuring food security in China. Understanding the mechanism underlying farmers’ decision-making involving ratoon rice production may contribute to the design and implementation of extension policies. This study examined the impact of off-farm employment and outsourced [...] Read more.
Promoting ratoon rice is a critical measure for ensuring food security in China. Understanding the mechanism underlying farmers’ decision-making involving ratoon rice production may contribute to the design and implementation of extension policies. This study examined the impact of off-farm employment and outsourced machinery services on farmers’ ratoon rice production behavior. We used a representative household survey of 1752 rice farmers in Hubei province in central China and a multinomial endogenous treatment effect model to address potential self-selection biases from both observable and unobservable factors. Our estimates suggest that the probability of ratoon rice production decreases by 17.2% for farmers with off-farm employment, while the probability of ratoon rice production increases by 78.9% and 57% for farmers with outsourced machinery services and those with simultaneous off-farm employment and outsourced machinery services, respectively. Moreover, we found that outsourced machinery services can mitigate the negative impact of agricultural labor aging and feminization on ratoon rice production to some extent. Outsourced machinery services have regional heterogeneity effects as farmers in non-plain areas are more likely to engage in ratoon rice production. Full article
(This article belongs to the Section Agricultural Economics, Policies and Rural Management)
18 pages, 797 KiB  
Article
Does the Use of Digital Finance Affect Household Farmland Transfer-Out?
by Haibo Lei and Qin Su
Sustainability 2023, 15(16), 12103; https://doi.org/10.3390/su151612103 - 8 Aug 2023
Cited by 5 | Viewed by 1874
Abstract
Digital finance offers opportunities for inclusive growth in rural areas. This study aims to clarify how digital financiers affect farmland transfer-out. Using the data from the China Household Finance Survey in 2015, this paper establishes Probit and Tobit models to empirically analyze the [...] Read more.
Digital finance offers opportunities for inclusive growth in rural areas. This study aims to clarify how digital financiers affect farmland transfer-out. Using the data from the China Household Finance Survey in 2015, this paper establishes Probit and Tobit models to empirically analyze the impact and mechanisms of digital finance on household farmland transfer-out. The study finds that digital financial use significantly increases the probability and proportion of farmland transfer-out and that this effect is greater among households with older heads and lower household per capita income and financial accessibility, suggesting that digital finance has an important role to play in reducing inequality and promoting inclusive growth. Further analysis reveals that off-farm employment and information channels are mediating mechanisms through which digital finance facilitates farmland transfer. Specifically, on the one hand, the financial function of digital finance increases the share of employment and entrepreneurship among rural households. In terms of industry and skill type, digital finance promotes the entry of farmers into tertiary employment, facilitates off-farm employment for low and medium-skilled farmers, and has no impact on the employment of high-skilled farmers. On the other hand, the information function accompanying digital finance broadens households’ access to information, both of which have a favorable effect on farmland transfer-out. This study provides new ideas for supporting agricultural land transfer from a digital finance perspective. Full article
(This article belongs to the Special Issue Digital Economy and Sustainable Development)
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18 pages, 2895 KiB  
Article
Relationship of Cooperative Management and Green and Low-Carbon Transition of Agriculture and Its Impacts: A Case Study of the Western Tarim River Basin
by Guangyan Ran, Guangyao Wang, Huijuan Du and Mi Lv
Sustainability 2023, 15(11), 8900; https://doi.org/10.3390/su15118900 - 31 May 2023
Cited by 8 | Viewed by 1861
Abstract
Clarifying the relationship between cooperative management and cultivated land use eco-efficiency (LUEE) is of great significance to promoting the green and low-carbon transition of agriculture. To explore the role of cooperative management in the green and low-carbon transition of agriculture of smallholder farmers [...] Read more.
Clarifying the relationship between cooperative management and cultivated land use eco-efficiency (LUEE) is of great significance to promoting the green and low-carbon transition of agriculture. To explore the role of cooperative management in the green and low-carbon transition of agriculture of smallholder farmers in the western Tarim River Basin, in this study, based on the field survey data of 444 farmers in 2021, the carbon emissions of cultivated land were used to measure the LUEE with the slack-based model (SBM) with undesirable outputs. Then, propensity score matching (PSM) was used to test the relationship between cooperative management and LUEE. Additionally, the mediating effect of farmers’ green development willingness (FGDW) and the moderating effect of farmers’ part-time off-farm employment (POE) on the relationship was explored. The present study hypothesized that joining cooperatives has an improving effect on the LUEE, which can be achieved by increasing FGDW, and this effect can be enhanced by farmers’ POE. The results show that: (1) The LUEE was generally low (average LUEE value: 0.2678), and there was a significant difference between farmer households (the difference between the maximum and minimum values was as high as 2.8716). (2) Cooperative management had a significant improving effect on the LUEE. The LUEE of cooperative farmers (ACF) increased by 8.6% compared with that of non-cooperative farmers (NACF). (3) Joining a cooperative could improve the LUEE by improving FGDW. (4) POE could enhance the improving effect of cooperative management on the LUEE. Overall, all three hypotheses were supported: cooperative management could achieve scale effects that small farmers cannot achieve, which had a positive effect on improving the LUEE. This study provides a new ecological perspective for the analysis of the relationship between agricultural cooperatives and LUEE and decision-making reference for the rational utilization of cultivated land in northwest China. Full article
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15 pages, 2022 KiB  
Article
Agricultural Transformation in the Rural Farmer Communities of Stung Chrey Bak, Kampong Chhnang Province, Cambodia
by Ham Kimkong, Buapun Promphakping, Harri Hudson and Samantha C. J. Day
Agriculture 2023, 13(2), 308; https://doi.org/10.3390/agriculture13020308 - 28 Jan 2023
Cited by 2 | Viewed by 4887
Abstract
This paper examines the processes of agricultural transformation and their impacts within six rice farming communities in Cambodia. For this, we explored four drivers of agricultural transformation: (1) market integration, (2) modern technologies, (3) household assets, and (4) institutional-policy processes. The paper employs [...] Read more.
This paper examines the processes of agricultural transformation and their impacts within six rice farming communities in Cambodia. For this, we explored four drivers of agricultural transformation: (1) market integration, (2) modern technologies, (3) household assets, and (4) institutional-policy processes. The paper employs qualitative methods, using document analysis on the policy literature and datasets, field observations, focus groups, and key informant interviews in six rice farming communities in the Stung Chrey Bak Commune, Kampong Chhnang Province. Herein, we analyze the processes of agricultural transformation that shape farmer livelihoods and contribute to the literature regarding the dynamic and uneven politics of implementing the green revolution. Our findings show that agricultural transformation in the six rice farming communities has had mixed results. While the transitions have improved household income, they have also led to insecurity, with potential impacts on the long-term sustainability of the rice-production sector. These include higher input costs, fluctuating rice revenues, and environmental impacts from increased chemical use. We show that greater support is needed in these farming communities in order to achieve sustainable rice production going forward, particularly in light of climate change, indebtedness, and the migration of young labor to off-farm employment, leading to aging farmer populations. Full article
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17 pages, 1009 KiB  
Article
Energy Consumption Structure and Influencing Factors of Farmers in China from the Perspective of Labor Transfer
by Jiaojiao Wu, Chen Qing, Wenfeng Zhou, Shili Guo and Dingde Xu
Int. J. Environ. Res. Public Health 2023, 20(2), 1430; https://doi.org/10.3390/ijerph20021430 - 12 Jan 2023
Cited by 3 | Viewed by 1676
Abstract
Under the background of carbon peak and carbon neutralization, the transformation and upgrading of energy consumption structure is crucial to achieve sustainable environmental development. Based on the questionnaire data of 1080 farmers in Sichuan province in 2021, the IV-Probit model was used to [...] Read more.
Under the background of carbon peak and carbon neutralization, the transformation and upgrading of energy consumption structure is crucial to achieve sustainable environmental development. Based on the questionnaire data of 1080 farmers in Sichuan province in 2021, the IV-Probit model was used to explore the impact of labor from off-farm employment on farmers’ energy consumption structure and its specific mechanism. The results show the following: (1) the overall proportion of off-farm employment is not high, only 23%; in cooking energy, the most farmers use high-quality energy, accounting for up to 94%; (2) in addition to high-quality energy, off-farm employment of labor force is positively and significantly correlated with the remaining six types of energy consumption structure. The results of a heterogeneity analysis show that the proportion of off-farm employment of farmers with a high education level and above has the greatest positive effect on the use of high-quality energy; (3) the results of the mediating effect show that the off-farm employment can affect the energy consumption structure of farmers through the two paths of annual cash income and population structure. Full article
(This article belongs to the Special Issue Livelihoods Resilience and Sustainable Rural Development)
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14 pages, 274 KiB  
Article
The Impact of Off-Farm Employment on Farmland Production Efficiency: An Empirical Study Based in Jiangsu Province, China
by Yi Hou, Xing Ji, Jia Chen and Hongxiao Zhang
Processes 2023, 11(1), 219; https://doi.org/10.3390/pr11010219 - 10 Jan 2023
Cited by 5 | Viewed by 3097
Abstract
The secret to ensuring food security and the growth of agricultural development is farmland production efficiency. In the context of urbanization, this means that farmers need to increase their off-farm employment behavior. The research goal of this paper is to explore whether this [...] Read more.
The secret to ensuring food security and the growth of agricultural development is farmland production efficiency. In the context of urbanization, this means that farmers need to increase their off-farm employment behavior. The research goal of this paper is to explore whether this will have a impact on farmland production. This paper is based on the data of the China Land Economic Survey conducted by Nanjing Agricultural University and uses Tobit and other methods to conduct empirical tests. The main findings of this paper are as follows: (1) When the proportion of the household’s off-farm employment time is less than 73%, an increase in off-farm employment reduces farmland production efficiency. When the proportion of the household’s off-farm employment time exceeds 73%, an increase in off-farm employment increases the farmland production efficiency. (2) This paper eliminates the scale efficiency contribution in farmland production efficiency to obtain pure technical production efficiency. After verification, off-farm employment and farmland pure technical production efficiency show a U-shaped correlation and the inflection points of the two U-shaped curves coincide. (3) The reason for the inflection point is that after the off-farm employment of farmers reaches the inflection point, with a further increase in off-farm employment, the renting-out behavior of farmland increases and there is increased input of labor-saving technology in agricultural land production, because of which the production efficiency and pure technical efficiency of the farmland increase. To sum up, off-farm employment does not necessarily mean reduced farmland production efficiency. Farmland leasing behavior plays a key role in mitigating the impact of off-farm employment on farmland production. Therefore, in the process of urbanization, the improvement of the land transfer market, the development of agricultural socialized services, and the promotion of cooperative operation will help to ensure the productivity of farmland. Full article
(This article belongs to the Special Issue Processes in Urban Farming and Food Security)
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