IDEAS home Printed from https://ideas.repec.org/a/eee/wdevel/v141y2021ics0305750x2030509x.html
   My bibliography  Save this article

Investigating the existence of entry barriers in rural non-farm sector (RNFS) employment in India: A theoretical modelling and an empirical analysis

Author

Listed:
  • Drall, Anviksha
  • Mandal, Sabuj Kumar

Abstract

Amidst the laggardness of the farm sector, a major shift away from the farm sector to the rural non-farm sector (RNFS) has been observed in India, in the recent decades. However, the diversification into the RNFS, especially for the small and the marginal farmers, may be restricted due to the presence of various entry barriers like, lack of education in general and technical education in particular, credit constraint and a lower endowment of social capital. In this context, the study develops a simple theoretical model to incorporate the labour allocation decisions of the rural farm households, focussing on the potential entry barriers in the RNFS. The theoretically determined entry barriers along with other covariates are then used to empirically estimate the intensity of RNFS participation. We employ household level panel data on Indian states belonging to Semi-arid tropics (SAT) and Eastern regions, for the years 2010–14. A fractional response model is used to empirically analyse the determinants underlying RNFS diversification. The empirical results of the study confirm the presence of entry barriers in the form of lack of education and technical education, and access to credit and social capital. Other variables that are found to have a significant impact on diversification are land asset, family size, gender of the household head, age of the household head and farm income. Since, access to education, skill, credit and social capital are vital factors determining RNFS diversification, specific policies are required to be implemented for increasing access to these assets so as to increase RNFS employment in India.

Suggested Citation

  • Drall, Anviksha & Mandal, Sabuj Kumar, 2021. "Investigating the existence of entry barriers in rural non-farm sector (RNFS) employment in India: A theoretical modelling and an empirical analysis," World Development, Elsevier, vol. 141(C).
  • Handle: RePEc:eee:wdevel:v:141:y:2021:i:c:s0305750x2030509x
    DOI: 10.1016/j.worlddev.2020.105381
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305750X2030509X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.worlddev.2020.105381?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Escobal, Javier, 2001. "The Determinants of Nonfarm Income Diversification in Rural Peru," World Development, Elsevier, vol. 29(3), pages 497-508, March.
    2. Stefan Dercon & Pramila Krishnan, 1996. "Income portfolios in rural Ethiopia and Tanzania: Choices and constraints," Journal of Development Studies, Taylor & Francis Journals, vol. 32(6), pages 850-875.
    3. Canagarajah, S. & Newman, C. & Bhattamishra, R., 2001. "Non-farm income, gender, and inequality: evidence from rural Ghana and Uganda," Food Policy, Elsevier, vol. 26(4), pages 405-420, August.
    4. Reardon, Thomas & Taylor, J. Edward, 1996. "Agroclimatic shock, income inequality, and poverty: Evidence from Burkina Faso," World Development, Elsevier, vol. 24(5), pages 901-914, May.
    5. Alderman, Harold, et al, 1995. "Unitary versus Collective Models of the Household: Is It Time to Shift the Burden of Proof?," The World Bank Research Observer, World Bank, vol. 10(1), pages 1-19, February.
    6. Ashok K. Mishra & Barry K. Goodwin, 1997. "Farm Income Variability and the Supply of Off-Farm Labor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 880-887.
    7. Reardon, Thomas, 1997. "Using evidence of household income diversification to inform study of the rural nonfarm labor market in Africa," World Development, Elsevier, vol. 25(5), pages 735-747, May.
    8. Huffman, Wallace E, 1980. "Farm and Off-Farm Work Decisions: The Role of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 62(1), pages 14-23, February.
    9. Tsai, Kellee S., 2004. "Imperfect Substitutes: The Local Political Economy of Informal Finance and Microfinance in Rural China and India," World Development, Elsevier, vol. 32(9), pages 1487-1507, September.
    10. Bernardin Senadza, 2012. "Non-farm Income Diversification in Rural Ghana: Patterns and Determinants," African Development Review, African Development Bank, vol. 24(3), pages 233-244, September.
    11. Dabalen,Andrew L. & Mcgee,Kevin Robert & Siwatu,Gbemisola Oseni & Dabalen,Andrew L. & Mcgee,Kevin Robert & Siwatu,Gbemisola Oseni, 2014. "Can agricultural households farm their way out of poverty ?," Policy Research Working Paper Series 7093, The World Bank.
    12. Huffman, Wallace E & Lange, Mark D, 1989. "Off-Farm Work Decisions of Husbands and Wives: Joint Decision Making," The Review of Economics and Statistics, MIT Press, vol. 71(3), pages 471-480, August.
    13. Barrett, Christopher B. & Bezuneh, Mesfin & Aboud, Abdillahi, 2001. "Income diversification, poverty traps and policy shocks in Cote d'Ivoire and Kenya," Food Policy, Elsevier, vol. 26(4), pages 367-384, August.
    14. Ralitza Dimova & Kunal Sen, 2010. "Is household income diversification a means of survival or a means of accumulation? Panel data evidence from Tanzania," Global Development Institute Working Paper Series 12210, GDI, The University of Manchester.
    15. Joop Hartog & Ada Ferrer‐i‐Carbonell & Nicole Jonker, 2002. "Linking Measured Risk Aversion to Individual Characteristics," Kyklos, Wiley Blackwell, vol. 55(1), pages 3-26.
    16. Almas Heshmati, 1994. "Estimating random effects production function models with selectivity bias: an application to Swedish crop producers," Agricultural Economics, International Association of Agricultural Economists, vol. 11(2-3), pages 171-189, December.
    17. Ranjan Bhattacharyya & Birendra Nath Ghosh & Prasanta Kumar Mishra & Biswapati Mandal & Cherukumalli Srinivasa Rao & Dibyendu Sarkar & Krishnendu Das & Kokkuvayil Sankaranarayanan Anil & Manickam Lali, 2015. "Soil Degradation in India: Challenges and Potential Solutions," Sustainability, MDPI, vol. 7(4), pages 1-43, March.
    18. Jonathan Morduch, 1995. "Income Smoothing and Consumption Smoothing," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 103-114, Summer.
    19. Laisney, François & Beninger, Denis, 2002. "Comparison between unitary and collective models of household labor supply with taxation," ZEW Discussion Papers 02-65, ZEW - Leibniz Centre for European Economic Research.
    20. Abdulai, Awudu & CroleRees, Anna, 2001. "Determinants of income diversification amongst rural households in Southern Mali," Food Policy, Elsevier, vol. 26(4), pages 437-452, August.
    21. Bhaskar Chakravorty & Arjun S. Bedi, 2019. "Skills Training and Employment Outcomes in Rural Bihar," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 62(2), pages 173-199, June.
    22. Woldenhanna, T. & Oskam, A., 2001. "Income diversification and entry barriers: evidence from the Tigray region of northern Ethiopia," Food Policy, Elsevier, vol. 26(4), pages 351-365, August.
    23. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    24. Bo E. Honoré, 2002. "Nonlinear models with panel data," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 163-179, August.
    25. McDonald, John F & Moffitt, Robert A, 1980. "The Uses of Tobit Analysis," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 318-321, May.
    26. Haggblade, Steven & Hazell, Peter B. R. & Reardon, Thomas, 2009. "Transforming the rural nonfarm economy: Opportunities and threats in the developing world," Issue briefs 58, International Food Policy Research Institute (IFPRI).
    27. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
    28. Barry K. Goodwin & Matthew T. Holt, 2002. "Parametric and Semiparametric Modeling of the Off-Farm Labor Supply of Agrarian Households in Transition Bulgaria," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 184-209.
    29. Talip Kilic & Calogero Carletto & Juna Miluka & Sara Savastano, 2009. "Rural nonfarm income and its impact on agriculture: evidence from Albania," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 139-160, March.
    30. Ayal Kimhi & Myoung-jae Lee, 1996. "Off-Farm Work Decisions of Farm Couples: Estimating Structural Simultaneous Equations with Ordered Categorical Dependent Variables," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(3), pages 687-698.
    31. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    32. Chang, Hung-Hao & Mishra, Ashok, 2008. "Impact of off-farm labor supply on food expenditures of the farm household," Food Policy, Elsevier, vol. 33(6), pages 657-664, December.
    33. Ahituv, Avner & Kimhi, Ayal, 2002. "Off-farm work and capital accumulation decisions of farmers over the life-cycle: the role of heterogeneity and state dependence," Journal of Development Economics, Elsevier, vol. 68(2), pages 329-353, August.
    34. Barry K. Goodwin & Ashok K. Mishra, 2004. "Farming Efficiency and the Determinants of Multiple Job Holding by Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 722-729.
    35. William Greene, 2002. "The Behavior of the Fixed Effects Estimator in Nonlinear Models," Working Papers 02-05, New York University, Leonard N. Stern School of Business, Department of Economics.
    36. Teshome, Bekelu & Edriss, Abdi-Khalil, 2013. "Determinants and Patterns of Income Diversification among Smallholder Farmers in Akaki District, Ethiopia," Research Theses 157598, Collaborative Masters Program in Agricultural and Applied Economics.
    37. Shweta Saini & Ashok Gulati, 2017. "Price Distortions in Indian Agriculture," Working Papers id:12042, eSocialSciences.
    38. Bo Honoré, 2002. "Nonlinear Models with Panel Data," CAM Working Papers 2002-02, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    39. Lenis Saweda O. Liverpool-Tasie, 2014. "Fertilizer subsidies and private market participation: the case of Kano State, Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 45(6), pages 663-678, November.
    40. Bernardin Senadza, 2012. "Non-farm Income Diversification in Rural Ghana: Patterns and Determinants," African Development Review, African Development Bank, vol. 24(3), pages 233-244.
    41. Bardhan, Pranab & Udry, Christopher, 1999. "Development Microeconomics," OUP Catalogue, Oxford University Press, number 9780198773719, Decembrie.
    42. Wooldridge, Jeffrey M., 2014. "Quasi-maximum likelihood estimation and testing for nonlinear models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 182(1), pages 226-234.
    43. Corral, Leonardo & Reardon, Thomas, 2001. "Rural Nonfarm Incomes in Nicaragua," World Development, Elsevier, vol. 29(3), pages 427-442, March.
    44. Lanjouw, Jean O. & Lanjouw, Peter, 2001. "The rural non-farm sector: issues and evidence from developing countries," Agricultural Economics, Blackwell, vol. 26(1), pages 1-23, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sandhya Garg & Samarth Gupta & Sushanta Mallick, 2023. "Does Social Identity Constrain Rural Entrepreneurship? The Role of Financial Inclusion," IEG Working Papers 460, Institute of Economic Growth.
    2. Fang, Lan & Quan, Yurong & Mao, Hui & Chen, Shaojian, 2022. "The Information Communication Technology and Off-farm Employment of Rural Laborers: An Analysis Based on the Micro Data of China Family Panel Studies," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322088, Agricultural and Applied Economics Association.
    3. Yongtian Zhu & Shigemitsu Shibasaki & Rui Guan & Jin Yu, 2023. "Poverty Alleviation Relocation, Fuelwood Consumption and Gender Differences in Human Capital Improvement," IJERPH, MDPI, vol. 20(2), pages 1-17, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Anviksha Drall & Sabuj Kumar Mandal, 2020. "Determinants of various modes of rural non-farm sector (RNFS) employment in SAT (semi-arid tropics) and Eastern regions of India: an empirical analysis," Indian Economic Review, Springer, vol. 55(2), pages 253-282, December.
    2. Corral, Paul & Radchenko, Natalia, 2017. "What’s So Spatial about Diversification in Nigeria?," World Development, Elsevier, vol. 95(C), pages 231-253.
    3. Bezu, Sosina & Barrett, Christopher B. & Holden, Stein T., 2012. "Does the Nonfarm Economy Offer Pathways for Upward Mobility? Evidence from a Panel Data Study in Ethiopia," World Development, Elsevier, vol. 40(8), pages 1634-1646.
    4. Ahmed, Mansur & Goodwin, Barry, "undated". "Agricultural Mechanization and Non-Farm Labor Supply of Farm Households: Evidence from Bangladesh," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236131, Agricultural and Applied Economics Association.
    5. Olale, Edward & Nazli, Hina, 2010. "The Influence of Market Barriers and Farm Income Risk on Non-Farm Income Diversification," Annual Meeting, 2010, Denver Colorado, July 25-27 60915, Canadian Agricultural Economics Society.
    6. Dil Bahadur Rahut Chhetri & Pradyot Ranjan Jena & Akhter Ali & Bhagirath Behera & Nar Bahadur Chhetri, 2015. "Rural Nonfarm Employment, Income, and Inequality: Evidence from Bhutan," Asian Development Review, MIT Press, vol. 32(2), pages 65-94, September.
    7. Adugna Lemi, "undated". "The Dynamics of Income Diversification in Ethiopia: Evidence from Panel data," Working Papers 3, University of Massachusetts Boston, Economics Department.
    8. Gamel Abdul-Nasser Salifu, 2019. "The Political Economy Dynamics of Rural Household Income Diversification: A Review of the International Literature," Research in World Economy, Research in World Economy, Sciedu Press, vol. 10(3), pages 273-290, December.
    9. Adugna, Lemi, 2009. "Determinants of Income Diversification in Rural Ethiopia: evidence From Panel Data," Ethiopian Journal of Economics, Ethiopian Economics Association, vol. 18(1), pages 116-116, December.
    10. Benjamin Tetteh Anang, 2017. "Effect of non-farm work on agricultural productivity: Empirical evidence from northern Ghana," WIDER Working Paper Series wp-2017-38, World Institute for Development Economic Research (UNU-WIDER).
    11. Benjamin Tetteh Anang, 2017. "Effect of non-farm work on agricultural productivity: Empirical evidence from northern Ghana," WIDER Working Paper Series 038, World Institute for Development Economic Research (UNU-WIDER).
    12. Almeida, Alexandre N. & Bravo-Ureta, Boris E., 2019. "Agricultural productivity, shadow wages and off-farm labor decisions in Nicaragua," Economic Systems, Elsevier, vol. 43(1), pages 99-110.
    13. Lay, Jann & M'Mukaria, George Michuki & Omar Mahmoud, Toman, 2007. "Boda-bodas rule: Non-agricultural activities and their inequality implications in Western Kenya," Open Access Publications from Kiel Institute for the World Economy 6543, Kiel Institute for the World Economy (IfW Kiel).
    14. Bhaumik, Sumon K. & Dimova, Ralitza & Nugent, Jeffrey B., 2006. "Pulls, Pushes and Entitlement Failures in Labor Markets: Does the State of Development Matter?," IZA Discussion Papers 2258, Institute of Labor Economics (IZA).
    15. Olale, Edward & Henson, Spencer J. & Cranfield, John A.L., 2010. "Determinants of Income Diversification among Fishing Communities in Western Kenya," Annual Meeting, 2010, Denver Colorado, July 25-27 61259, Canadian Agricultural Economics Society.
    16. Seidu, Ayuba & Onel, Gulcan & Moss, Charles B. & Seale, James L., 2016. "Do Off-farm Work and Remittances affect Food Consumption Patterns? Evidence from Albania," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235851, Agricultural and Applied Economics Association.
    17. Lay, Jann & Mahmoud, Toman Omar & M'Mukaria, George Michuki, 2008. "Few Opportunities, Much Desperation: The Dichotomy of Non-Agricultural Activities and Inequality in Western Kenya," World Development, Elsevier, vol. 36(12), pages 2713-2732, December.
    18. Rakhe Balachandran & Jerrod Penn & Maria Bampasidou, 2023. "Understanding the variation in estimates of off‐farm labour supply elasticities: A meta‐analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(1), pages 116-134, February.
    19. Dil Bahadur Rahut & Akhter Ali & Menale Kassie & Paswel P. Marenya & Chudamani Basnet, 2014. "Rural Livelihood Diversification Strategies in Nepal," Poverty & Public Policy, John Wiley & Sons, vol. 6(3), pages 259-281, September.
    20. Riithi, Alexander Njuguna & Irungu, Patrick & Munei , Kimpei, 2015. "Determinants Of Choice Of Alternative Livelihood Diversification Strategies In Solio Resettlement Scheme, Kenya," Dissertations and Theses 269714, University of Nairobi, Department of Agricultural Economics.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:wdevel:v:141:y:2021:i:c:s0305750x2030509x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/worlddev .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.