Publication:
Rural Non-Farm Employment in Rajasthan: Determinants, Welfare Effects, and Enterprise Performance

Loading...
Thumbnail Image
Files in English
English PDF (503.22 KB)
41 downloads
English Text (247.27 KB)
5 downloads
Date
2025-03-04
ISSN
Published
2025-03-04
Editor(s)
Abstract
This paper examines rural non-farm employment in Rajasthan, India, using multiple surveys and administrative data. The analysis covers three key aspects: individual and district-level determinants of participation in non-farm activities, the relationship between non-farm employment and household welfare, and barriers faced by rural enterprises. The findings show that secondary education strongly predicts participation in non-farm activities, particularly in skilled service sector jobs. However, women and socially marginalized groups face significant barriers in accessing non-farm employment, especially in higher-paying occupations. Households with members in regular non-farm employment, particularly in services, show significantly higher consumption levels, while casual non-farm work yields welfare levels similar to agricultural labor. Rural enterprises face multiple constraints, with lack of local demand and limited access to credit emerging as key barriers to business performance. The results suggest that although non-farm employment can substantially improve household welfare, access to better-paying opportunities remains highly unequal. Policy interventions should ad-dress both human capital development and structural barriers to create more inclusive access to non-farm employment opportunities.
Link to Data Set
Citation
Darko, Francis Addeah; Dey, Akankshita; Ritadhi, S. K.. 2025. Rural Non-Farm Employment in Rajasthan: Determinants, Welfare Effects, and Enterprise Performance. Policy Research Working Paper; 11080. © World Bank. http://hdl.handle.net/10986/42907 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • Publication
    Geopolitics and the World Trading System
    (Washington, DC: World Bank, 2024-12-23) Mattoo, Aaditya; Ruta, Michele; Staiger, Robert W.
    Until the beginning of this century, the GATT/WTO system worked. Economic research provided a compelling explanation. It showed that if governments maximize the well-being of their own countries broadly defined, GATT/WTO principles would facilitate mutually beneficial cooperation over their trade policy choices. Now heightened geopolitical rivalry seems to have undermined the WTO. A simple transposition of the previous rationalization suggests that geopolitics and trade cooperation are not compatible. The paper shows that this is only true if rivalry eclipses any consideration of own-country well-being. In all other circumstances, there are gains from trade cooperation even with geopolitics. Furthermore, the WTO’s relevance is in question only if it adheres too rigidly to its existing rules and norms. Through measured adaptation to the geopolitical imperative, the WTO can continue to thrive as a forum for multilateral trade cooperation in the age of geopolitics.
  • Publication
    Chinese Imports and Industrialization in Africa
    (Washington, DC: World Bank, 2025-05-12) Mavungu, Marina Ngoma
    The rise of China in the global economy has been linked with negative impacts on employment across many high- and middle-income countries. However, evidence for African countries is limited. This paper investigates the causal relationship between Chinese imports and manufacturing employment in Ethiopia. Imports may harm domestic firms through a revenue effect (lower market shares) or benefit them, indirectly if competition spurs innovation or directly through access to better quality or cheaper inputs. The analysis shows that a one unit increase in import penetration leads to a 15.2 percent increase in industry employment. The inputs effect is disentangled from the other two effects by decomposing total Chinese imports by their end-use category using input-output tables. The evidence shows that imported intermediate inputs are driving the employment gains. The findings are consistent with the idea that employment gains are a result of productivity gains and increases in capacity utilization. These employment gains appear to benefit large firms and labor-intensive industries disproportionately.
  • Publication
    VAT Exemptions, Embedded Tax, and Unintended Consequences
    (Washington, DC: World Bank, 2025-05-15) Chandler, William; Thomas, Alastair; Tremblay, Frederic
    The value-added tax (VAT) has proved to be a highly effective tool at raising revenue in developed and developing countries alike. However, the effective operation of the VAT breaks down in the presence of exemptions. Unlike zero rates, exemptions deny input tax credits, thereby increasing production costs and resulting in VAT being embedded within the prices of goods and services. This paper develops a VAT model based on input-output table and household budget survey data for 29 European countries to examine the effects of VAT exemptions on final prices and to assess the merits of their use. Simulation results show that exemptions suffer from the same targeting problems as reduced VAT rates, but, in addition, they are non-transparent and have unpredictable and counterproductive indirect effects. These effects are in addition to the well-known distortionary impact of exemptions on production decisions, and their creation of incentives to self-supply. The paper concludes that the use of exemptions should be limited to addressing pragmatic concerns, such as the disproportionate compliance costs of small businesses and the practical difficulty in taxing margin-based financial services.
  • Publication
    Disentangling the Key Economic Channels through Which Infrastructure Affects Jobs
    (Washington, DC: World Bank, 2025-04-03) Vagliasindi, Maria; Gorgulu, Nisan
    This paper takes stock of the literature on infrastructure and jobs published since the early 2000s, using a conceptual framework to identify the key channels through which different types of infrastructure impact jobs. Where relevant, it highlights the different approaches and findings in the cases of energy, digital, and transport infrastructure. Overall, the literature review provides strong evidence of infrastructure’s positive impact on employment, particularly for women. In the case of electricity, this impact arises from freeing time that would otherwise be spent on household tasks. Similarly, digital infrastructure, particularly mobile phone coverage, has demonstrated positive labor market effects, often driven by private sector investments rather than large public expenditures, which are typically required for other large-scale infrastructure projects. The evidence on structural transformation is also positive, with some notable exceptions, such as studies that find no significant impact on structural transformation in rural India in the cases of electricity and roads. Even with better market connections, remote areas may continue to lack economic opportunities, due to the absence of agglomeration economies and complementary inputs such as human capital. Accordingly, reducing transport costs alone may not be sufficient to drive economic transformation in rural areas. The spatial dimension of transformation is particularly relevant for transport, both internationally—by enhancing trade integration—and within countries, where economic development tends to drive firms and jobs toward urban centers, benefitting from economies scale and network effects. Turning to organizational transformation, evidence on skill bias in developing countries is more mixed than in developed countries and may vary considerably by context. Further research, especially on the possible reasons explaining the differences between developed and developing economies, is needed.
  • Publication
    Economic Consequences of Trade and Global Value Chain Integration
    (World Bank, Washington, DC, 2025-04-04) Borin, Alessandro; Mancini, Michele; Taglioni, Daria
    This paper introduces a new approach to measuring Global Value Chains (GVC), crucial for informed policy-making. It features a tripartite classification (backward, forward, and two-sided) covering trade and production data. The findings indicate that traditional trade-based GVC metrics significantly underestimate global GVC activity, especially in sectors like services and upstream manufacturing, and overstate risks in early trade liberalization stages. Additionally, conventional backward-forward classifications over-estimate backward linkages. The paper further applies these measures empirically to assess how GVC participation mediates the impact of demand shocks on domestic output, highlighting both the exposure and stabilizing potential of GVC integration. These new measures are comprehensively available on the World Bank’s WITS Platform, providing a key resource for GVC analysis.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Poverty Decline, Agricultural Wages, and Non-Farm Employment in Rural India 1983–2004
    (2009-03-01) Murgai, Rinku; Lanjouw, Peter
    The authors analyze five rounds of National Sample Survey data covering 1983, 1987/8, 1993/4, 1999/0, and 2004/5 to explore the relationship between rural diversification and poverty. Poverty in rural India declined at a modest rate during this period. The authors provide region-level estimates that illustrate considerable geographic heterogeneity in this progress. Poverty estimates correlate well with region-level data on changes in agricultural wage rates. Agricultural labor remains the preserve of the uneducated and also to a large extent of the scheduled castes and scheduled tribes. Although agricultural labor grew as a share of total economic activity over the first four rounds, it had fallen back to the levels observed at the beginning of the survey period by 2004. This all-India trajectory masks widely varying trends across states. During this period, the rural non-farm sector grew modestly, mainly between the last two survey rounds. Regular non-farm employment remains largely associated with education levels and social status that are rare among the poor. However, casual labor and self-employment in the non-farm sector reveal greater involvement by disadvantaged groups in 2004 than in the preceding rounds. The implication for poverty is not immediately clear - the poor may be pushed into low-return casual non-farm activities due to lack of opportunities in the agricultural sector rather than being pulled by high returns offered by the non-farm sector. Econometric estimates reveal that expansion of the non-farm sector is associated with falling poverty via two routes: a direct impact on poverty that is likely due to a pro-poor marginal incidence of non-farm employment expansion; and an indirect impact attributable to the positive effect of non-farm employment growth on agricultural wages. The analysis also confirms the important contribution to rural poverty reduction from agricultural productivity, availability of land, and consumption levels in proximate urban areas.
  • Publication
    Weather Shocks and Rural Economic Linkages
    (Washington, DC: World Bank, 2025-03-04) Darko, Francis Addeah; Dey, Akankshita; Ritadhi, S. K.
    This study examines the complex relationships between rainfall shocks, agricultural productivity, and rural economic activity in Rajasthan, India’s largest state. Using district-level agricultural data from 1990 to 2015, enterprise surveys from 2010 to 2016, and household consumption data from 2014 to 2016, the research analyzes three key relationships. First, positive rainfall shocks increase agricultural productivity by approximately 7 percent compared to negative shocks, with irrigation infrastructure significantly moderating this effect. Second, these weather-induced agricultural productivity changes have substantial spillover effects on rural non-farm enterprises, particularly those engaged in retail trade. Specifically, positive rainfall shocks in-crease enterprise revenues by 25.7 percent and value-addition by 30.3 percent, primarily through increased local demand for non-tradable goods. Third, rural household consumption responds positively to favorable rainfall conditions, with monthly per capita expenditures increasing by 6 percent during positive rainfall shocks. This increase is predominantly driven by higher spending on luxury goods rather than essential items, supporting the demand-side channel through which weather shocks affect non-farm enterprise performance. These findings highlight the strong interconnections between agricultural conditions and non-farm economic activity in rural areas, with important implications for policies aimed at building rural economic resilience in the context of increasing weather variability.
  • Publication
    The Investment Climate and Enterprise Performance in Rural Pakistan : Implications for Rural Non-farm Employment Generation
    (Taylor and Francis, 2014-04-23) Sur, Mona; Zhang, Jian; Chen, Kevin
    This paper provides a descriptive analysis of the profile of village and small-town enterprises in Pakistan drawing on a large-scale survey of enterprises. Although the enterprise sector does not appear to be particularly dynamic, the data indicate that there has been employment growth in this sector. The average annual compound employment growth has been about 1% in village enterprises and 3% in small-town enterprises. Access to formal finance, the cost of finance and cumbersome loan procedures pose major challenges for rural entrepreneurs in Pakistan, particularly in terms of availing of long-term financing for investment purposes. Access to and quality of electricity supply, marketing difficulties and transportation-related problems also pose major obstacles. These obstacles have a negative impact on enterprise productivity and the level of investments made by existing firms and discourage the start-up of new enterprises. Addressing the constraints faced by non-farm business in villages and small towns is needed to promote private investments, generate employment and reduce poverty.
  • Publication
    Agricultural Productivity and Non-Farm Employment
    (World Bank, Washington, DC, 2016-05) Shilpi, Forhad; Emran, Shahe
    This paper provides evidence on the impacts of agricultural productivity on employment growth and structural transformation of non-farm activities. To guide the empirical work, this paper develops a general equilibrium model that emphasizes distinctions among non-farm activities in terms of tradable-non-tradable and the formal-informal characteristics. The model shows that when a significant portion of village income is spent on town/urban goods, restricting empirical analysis to the village sample leads to underestimation of agriculture's role in employment growth and transformation of non-farm activities. Using rainfall as an instrument for agricultural productivity, empirical analysis finds a significant positive effect of agricultural productivity growth on growth of informal (small-scale) manufacturing and skilled services employment, mainly in education and health services. For formal employment, the effect of agricultural productivity growth on employment is found to be largest in the samples that include urban areas and rural towns compared with rural areas alone. Agricultural productivity growth is found to induce structural transformation within the services sector with employment in formal/skilled services growing at a faster pace than that of low skilled services.
  • Publication
    Non-Farm Diversification, Poverty, Economic Mobility and Income Inequality : A Case Study in Village India
    (World Bank, Washington, DC, 2013-05) Himanshu; Lanjouw, Peter; Murgai, Rinku; Stern, Nicholas
    This paper assembles data at the all-India level and for the village of Palanpur, Uttar Pradesh, to document the growing importance, and influence, of the non-farm sector in the rural economy between the early 1980s and late 2000s. The suggestion from the combined National Sample Survey and Palanpur data is of a slow process of non-farm diversification, whose distributional incidence, on the margin, is increasingly pro-poor. The village-level analysis documents that the non-farm sector is not only increasing incomes and reducing poverty, but appears as well to be breaking down long-standing barriers to mobility among the poorest segments of rural society. Efforts by the government of India to accelerate the process of diversification could thus yield significant returns in terms of declining poverty and increased income mobility. The evidence from Palanpur also shows, however, that at the village-level a significant increase in income inequality has accompanied diversification away from the farm. A growing literature argues that such a rise in inequality could affect the fabric of village society, the way in which village institutions function and evolve, and the scope for collective action at the village level. Failure to keep such inequalities in check could thus undermine the pro-poor impacts from the process of structural transformation currently underway in rural India.

Users also downloaded

Showing related downloaded files

  • Publication
    Poverty and Equity Assessment for El Salvador 2024
    (Washington, DC: World Bank, 2024-12-12) World Bank
    This report proposes an agenda for building on gains to re-accelerate poverty reduction among Salvadorans. The last World Bank Poverty Assessment for El Salvador, from 2015, proposed two key policy recommendations: (a) effective pro-poor spending and (b) reduction of crime and violence through better access to jobs and education. Nine years later, the authorities have managed to achieve a substantial reduction in crime and violence and have indicated an intent to build on such progress to establish a path toward an El Salvador where shared prosperity is achievable. In this report, we propose a three pillar structure to address poverty and inequality reduction: jobs, services, and social protection, with a cross-cutting set of primary conditions that articulates this structure.
  • Publication
    World Bank Annual Report 2024
    (Washington, DC: World Bank, 2024-10-25) World Bank
    This annual report, which covers the period from July 1, 2023, to June 30, 2024, has been prepared by the Executive Directors of both the International Bank for Reconstruction and Development (IBRD) and the International Development Association (IDA)—collectively known as the World Bank—in accordance with the respective bylaws of the two institutions. Ajay Banga, President of the World Bank Group and Chairman of the Board of Executive Directors, has submitted this report, together with the accompanying administrative budgets and audited financial statements, to the Board of Governors.
  • Publication
    Global Economic Prospects, January 2025
    (Washington, DC: World Bank, 2025-01-16) World Bank
    Global growth is expected to hold steady at 2.7 percent in 2025-26. However, the global economy appears to be settling at a low growth rate that will be insufficient to foster sustained economic development—with the possibility of further headwinds from heightened policy uncertainty and adverse trade policy shifts, geopolitical tensions, persistent inflation, and climate-related natural disasters. Against this backdrop, emerging market and developing economies are set to enter the second quarter of the twenty-first century with per capita incomes on a trajectory that implies substantially slower catch-up toward advanced-economy living standards than they previously experienced. Without course corrections, most low-income countries are unlikely to graduate to middle-income status by the middle of the century. Policy action at both global and national levels is needed to foster a more favorable external environment, enhance macroeconomic stability, reduce structural constraints, address the effects of climate change, and thus accelerate long-term growth and development.
  • Publication
    Business Ready 2024
    (Washington, DC: World Bank, 2024-10-03) World Bank
    Business Ready (B-READY) is a new World Bank Group corporate flagship report that evaluates the business and investment climate worldwide. It replaces and improves upon the Doing Business project. B-READY provides a comprehensive data set and description of the factors that strengthen the private sector, not only by advancing the interests of individual firms but also by elevating the interests of workers, consumers, potential new enterprises, and the natural environment. This 2024 report introduces a new analytical framework that benchmarks economies based on three pillars: Regulatory Framework, Public Services, and Operational Efficiency. The analysis centers on 10 topics essential for private sector development that correspond to various stages of the life cycle of a firm. The report also offers insights into three cross-cutting themes that are relevant for modern economies: digital adoption, environmental sustainability, and gender. B-READY draws on a robust data collection process that includes specially tailored expert questionnaires and firm-level surveys. The 2024 report, which covers 50 economies, serves as the first in a series that will expand in geographical coverage and refine its methodology over time, supporting reform advocacy, policy guidance, and further analysis and research.
  • Publication
    Women, Business and the Law 2024
    (Washington, DC: World Bank, 2024-03-04) World Bank
    Women, Business and the Law 2024 is the 10th in a series of annual studies measuring the enabling conditions that affect women’s economic opportunity in 190 economies. To present a more complete picture of the global environment that enables women’s socioeconomic participation, this year Women, Business and the Law introduces two new indicators—Safety and Childcare—and presents findings on the implementation gap between laws (de jure) and how they function in practice (de facto). This study presents three indexes: (1) legal frameworks, (2) supportive frameworks (policies, institutions, services, data, budget, and access to justice), and (3) expert opinions on women’s rights in practice in the areas measured. The study’s 10 indicators—Safety, Mobility, Workplace, Pay, Marriage, Parenthood, Childcare, Entrepreneurship, Assets, and Pension—are structured around the different stages of a woman’s working life. Findings from this new research can inform policy discussions to ensure women’s full and equal participation in the economy. The indicators build evidence of the critical relationship between legal gender equality and women’s employment and entrepreneurship. Data in Women, Business and the Law 2024 are current as of October 1, 2023.