IDEAS home Printed from https://ideas.repec.org/a/spr/ssefpa/v11y2019i3d10.1007_s12571-019-00929-8.html
   My bibliography  Save this article

Nonfarm employment and household food security: evidence from panel data for rural Cambodia

Author

Listed:
  • Truong Lam Do

    (Vietnam National University of Agriculture)

  • Trung Thanh Nguyen

    (Leibniz University Hannover)

  • Ulrike Grote

    (Leibniz University Hannover)

Abstract

Nonfarm employment has been increasingly important in improving food security of rural households in the developing world. In this paper, we (1) determine the factors explaining the participation in nonfarm employment and nonfarm income of rural households by employing a two-part random effects econometric model, and (2) examine the effects of nonfarm employment on rural household food security indicators by combining the propensity score matching with the difference-in-differences approach. We used a panel dataset of 561 households in 30 villages of Stung Treng province in Cambodia collected in 2013 and 2014. Our sample was divided into two groups, households with nonfarm employment, and households without nonfarm employment. Our findings show that (1) nonfarm employment contributed about 32% to total annual household income for the whole sample and 57% for the households with nonfarm employment; (2) participation in nonfarm employment and nonfarm income were significantly influenced by the education level of household heads, numbers of motorbikes and mobile phones, conditions of roads to the villages, farmland size, number of income shocks, and the distance from home to the nearest market; (3) there was no significant difference in terms of food availability between households with and households without nonfarm employment but the former have improved food access, utilization, and stability. We suggest that promoting rural education, improving road conditions, and empowering rural households to cope with income shocks would contribute to developing nonfarm employment and consequently improve food security of rural households.

Suggested Citation

  • Truong Lam Do & Trung Thanh Nguyen & Ulrike Grote, 2019. "Nonfarm employment and household food security: evidence from panel data for rural Cambodia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(3), pages 703-718, June.
  • Handle: RePEc:spr:ssefpa:v:11:y:2019:i:3:d:10.1007_s12571-019-00929-8
    DOI: 10.1007/s12571-019-00929-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12571-019-00929-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s12571-019-00929-8?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. repec:ucp:ecdecc:y:2003:v:52:i:1:p:75-101 is not listed on IDEAS
    2. Sylvie Démurger & Martin Fournier & Yang Weiyong, 2009. "Rural households decisions towards income diversification − Evidence from a township in northern China," Post-Print halshs-00957824, HAL.
    3. Kathleen Brüssow & Anja Faße & Ulrike Grote, 2017. "Implications of climate-smart strategy adoption by farm households for food security in Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(6), pages 1203-1218, December.
    4. Manning, W. G. & Duan, N. & Rogers, W. H., 1987. "Monte Carlo evidence on the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 35(1), pages 59-82, May.
    5. Ashok K. Mishra & Carmen L. Sandretto, 2002. "Stability of Farm Income and the Role of Nonfarm Income in U.S. Agriculture," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 24(1), pages 208-221.
    6. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    7. Cheng Hsiao, 2007. "Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 1-22, May.
    8. Evita Pangaribowo & Nicolas Gerber & Maximo Torero, 2013. "Food and Nutrition Security Indicators: A Review," FOODSECURE Working papers 5, LEI Wageningen UR.
    9. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    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. Grote, U. & Nguyen, T.T., 2018. "Natural resource extraction and household welfare in rural Laos," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277061, International Association of Agricultural Economists.
    12. Arouri, Mohamed & Ben Youssef, Adel & Nguyen, Cuong, 2017. "Does urbanization reduce rural poverty? Evidence from Vietnam," Economic Modelling, Elsevier, vol. 60(C), pages 253-270.
    13. Daniel Ayalew Mekonnen & Nicolas Gerber, 2017. "Aspirations and food security in rural Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(2), pages 371-385, April.
    14. Alfons Weersink & Charles Nicholson & Jeeveka Weerhewa, 1998. "Multiple job holdings among dairy farm families in New York and Ontario," Agricultural Economics, International Association of Agricultural Economists, vol. 18(2), pages 127-143, March.
    15. Stark, Oded & Wang, Yong, 2002. "Inducing human capital formation: migration as a substitute for subsidies," Journal of Public Economics, Elsevier, vol. 86(1), pages 29-46, October.
    16. Rao, Elizaphan J.O. & Qaim, Matin, 2011. "Supermarkets, Farm Household Income, and Poverty: Insights from Kenya," World Development, Elsevier, vol. 39(5), pages 784-796, May.
    17. Ruben, Ruerd & Van den berg, Marrit, 2001. "Nonfarm Employment and Poverty Alleviation of Rural Farm Households in Honduras," World Development, Elsevier, vol. 29(3), pages 549-560, March.
    18. Zereyesus, Yacob A. & Embaye, Weldensie T. & Tsiboe, Francis & Amanor-Boadu, Vincent, 2017. "Implications of Non-Farm Work to Vulnerability to Food Poverty-Recent Evidence From Northern Ghana," World Development, Elsevier, vol. 91(C), pages 113-124.
    19. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    20. Giovanni Cerulli, 2022. "Econometric Evaluation of Socio-Economic Programs," Advanced Studies in Theoretical and Applied Econometrics, Springer, edition 2, number 978-3-662-65945-8, July-Dece.
    21. Stark, Oded & Wang, Yong, 2002. "Inducing human capital formation: migration as a substitute for subsidies," Journal of Public Economics, Elsevier, vol. 86(1), pages 29-46, October.
    22. Owusu, Victor & Abdulai, Awudu & Abdul-Rahman, Seini, 2011. "Non-farm work and food security among farm households in Northern Ghana," Food Policy, Elsevier, vol. 36(2), pages 108-118, April.
    23. Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-126, April.
    24. Bühler, Dorothee & Grote, Ulrike & Hartje, Rebecca & Ker, Bopha & Lam, Do Truong & Nguyen, Loc Duc & Nguyen, Trung Thanh & Tong, Kimsun, 2015. "Rural Livelihood Strategies in Cambodia: Evidence from a household survey in Stung Treng," Working Papers 200207, University of Bonn, Center for Development Research (ZEF).
    25. 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.
    26. Babatunde, Raphael O. & Qaim, Matin, 2010. "Impact of Off-farm Income on Food Security and Nutrition in Nigeria," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 97332, African Association of Agricultural Economists (AAAE).
    27. Truong Lam Do & Trung Thanh Nguyen & Ulrike Grote, 2019. "Livestock Production, Rural Poverty, and Perceived Shocks: Evidence from Panel Data for Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 55(1), pages 99-119, January.
    28. Sharma, Rasadhika & Nguyen, Thanh Tung & Grote, Ulrike & Nguyen, Trung Thanh, 2016. "Changing Livelihoods in Rural Cambodia: Evidence from panel household data in Stung Treng," Working Papers 234557, University of Bonn, Center for Development Research (ZEF).
    29. Hugh Wenban-Smith & Anja Faße & Ulrike Grote, 2016. "Food security in Tanzania: the challenge of rapid urbanisation," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(5), pages 973-984, October.
    30. Babatunde, Raphael O. & Qaim, Matin, 2010. "Impact of off-farm income on food security and nutrition in Nigeria," Food Policy, Elsevier, vol. 35(4), pages 303-311, August.
    31. Janvry, Alain de & Sadoulet, Elisabeth, 2001. "Income Strategies Among Rural Households in Mexico: The Role of Off-farm Activities," World Development, Elsevier, vol. 29(3), pages 467-480, March.
    32. Barrett, C. B. & Reardon, T. & Webb, P., 2001. "Nonfarm income diversification and household livelihood strategies in rural Africa: concepts, dynamics, and policy implications," Food Policy, Elsevier, vol. 26(4), pages 315-331, August.
    33. Nguyen, Trung Thanh & Nguyen, Loc Duc & Lippe, Rattiya Suddeephong & Grote, Ulrike, 2017. "Determinants of Farmers’ Land Use Decision-Making: Comparative Evidence From Thailand and Vietnam," World Development, Elsevier, vol. 89(C), pages 199-213.
    34. Huffman, Wallace E., 1991. "Agricultural Household Models: Survey and Critique," Staff General Research Papers Archive 11008, Iowa State University, Department of Economics.
    35. Nguyen, Trung Thanh & Do, Truong Lam & Bühler, Dorothee & Hartje, Rebecca & Grote, Ulrike, 2015. "Rural livelihoods and environmental resource dependence in Cambodia," Ecological Economics, Elsevier, vol. 120(C), pages 282-295.
    36. Ashok K. Mishra & Kh. A. Mottaleb & Samarendu Mohanty, 2015. "Impact of off-farm income on food expenditures in rural Bangladesh: an unconditional quantile regression approach," Agricultural Economics, International Association of Agricultural Economists, vol. 46(2), pages 139-148, March.
    37. de Janvry, Alain & Sadoulet, Elisabeth & Zhu, Nong, 2005. "The Role of Non-Farm Incomes in Reducing Rural Poverty and Inequality in China," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt7ts2z766, Department of Agricultural & Resource Economics, UC Berkeley.
    38. 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.
    39. Ersado, Lire, 2006. "Income diversification in Zimbabwe : welfare implications from urban and rural areas," Policy Research Working Paper Series 3964, The World Bank.
    40. 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.
    41. Lamin Dibba & Manfred Zeller & Aliou Diagne, 2017. "The impact of new Rice for Africa (NERICA) adoption on household food security and health in the Gambia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(5), pages 929-944, October.
    42. 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.
    43. Cheng Hsiao, 2007. "Rejoinder on: Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 56-57, May.
    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. Do, Manh Hung & Nguyen, Trung Thanh & Grote, Ulrike, 2023. "Land consolidation, rice production, and agricultural transformation: Evidence from household panel data for Vietnam," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 157-173.
    2. Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Hoang, Viet-Ngu & Wilson, Clevo & Managi, Shunsuke, 2019. "Energy transition, poverty and inequality in Vietnam," Energy Policy, Elsevier, vol. 132(C), pages 536-548.
    3. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    4. Badrun Nessa Ahmed & Hermann Waibel, 2019. "The role of homestead fish ponds for household nutrition security in Bangladesh," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(4), pages 835-854, August.
    5. Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Hoang, Viet-Ngu & Wilson, Clevo, 2019. "Energy transition, poverty and inequality: panel evidence from Vietnam," MPRA Paper 107182, University Library of Munich, Germany, revised 10 May 2019.
    6. Nguyen, Duc Loc & Grote, Ulrike & Nguyen, Trung Thanh, 2019. "Migration, crop production and non-farm labor diversification in rural Vietnam," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 175-187.
    7. Yen H. T. Nguyen & Tuyen Q. Tran & Dung T. Hoang & Thu M. T. Tran & Trung T. Nguyen, 2023. "Land quality, income, and poverty among rural households in the North Central Region, Vietnam," Poverty & Public Policy, John Wiley & Sons, vol. 15(2), pages 150-172, June.
    8. Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Grote, Ulrike, 2022. "Internet use, natural resource extraction and poverty reduction in rural Thailand," Ecological Economics, Elsevier, vol. 196(C).
    9. Nguyen, Trung Thanh & Do, Truong Lam & Halkos, George & Wilson, Clevo, 2020. "Health shocks and natural resource extraction: A Cambodian case study," Ecological Economics, Elsevier, vol. 169(C).
    10. Windinkonté Séogo, 2022. "Preventing households from food insecurity in rural Burkina Faso: Does nonfarm income matter?," Agribusiness, John Wiley & Sons, Ltd., vol. 38(4), pages 1032-1047, October.
    11. Manh Hung Do & Trung Thanh Nguyen & Ulrike Grote, 2022. "Is land consolidation policy a solution for rice production and agricultural transformation in Vietnam?," TVSEP Working Papers wp-028, Leibniz Universitaet Hannover, Institute for Environmental Economics and World Trade, Project TVSEP.
    12. Linh Khac Bui & Huyen Hoang, 2021. "Non-farm employment, food poverty and vulnerability in rural Vietnam," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7326-7357, May.
    13. Adugna Eneyew Bekele & Liesbeth Dries & Wim Heijman & Dusan Drabik, 2021. "Large scale land investments and food security in agropastoral areas of Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(2), pages 309-327, April.
    14. Muhammed Abdella Usman & Daniel Callo-Concha, 2021. "Does market access improve dietary diversity and food security? Evidence from Southwestern Ethiopian smallholder coffee producers," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-21, December.
    15. Mulubrhan Amare & Priyanka Parvathi & Trung Thanh Nguyen, 2023. "Micro insights on the pathways to agricultural transformation: Comparative evidence from Southeast Asia and Sub‐Saharan Africa," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 71(1), pages 69-87, March.
    16. Kapoor, Shreya & Kumar, Anjani & Saroj, Sunil, 2021. "Rural non-farm employment in Uttar Pradesh, India: drivers and impact," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 34(1), June.
    17. Lingfei Weng & Wentao Dou & Yejing Chen, 2023. "Study on the Coupling Effect of Agricultural Production, Road Construction, and Ecology: The Case for Cambodia," Agriculture, MDPI, vol. 13(4), pages 1-19, March.

    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. Nguyen, Trung Thanh & Do, Truong Lam & Halkos, George & Wilson, Clevo, 2020. "Health shocks and natural resource extraction: A Cambodian case study," Ecological Economics, Elsevier, vol. 169(C).
    2. Sènakpon F.A. Dedehouanou & Dugassa Aichatou Ousseini & Abdoulaziz Laouali Harouna & Jabir Maimounata, 2015. "Spillovers from Off-farm Self-Employment Opportunities in Rural NIGER," Working Papers 2015/03, Maastricht School of Management.
    3. Mamoudou Ba & Amar Anwar & Mazhar Mughal, 2021. "Non‐farm employment and poverty reduction in Mauritania," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(3), pages 490-514, April.
    4. Musa Hasen Ahmed & Kumilachew Alamerie Melesse, 2018. "Impact of off-farm activities on technical efficiency: evidence from maize producers of eastern Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-15, December.
    5. 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.
    6. Zeeshan & Geetilaxmi Mohapatra & Arun Kumar Giri, 2022. "How Farm Household Spends Their Non-farm Incomes in Rural India? Evidence from Longitudinal Data," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(4), pages 1967-1996, August.
    7. Corral, Paul & Radchenko, Natalia, 2017. "What’s So Spatial about Diversification in Nigeria?," World Development, Elsevier, vol. 95(C), pages 231-253.
    8. Rahman, Andaleeb, 2018. "Does off-farm income affect food security? Evidence from India," 2018 Annual Meeting, August 5-7, Washington, D.C. 273882, Agricultural and Applied Economics Association.
    9. M. J. Hossain & A. K. M. Abdullah Al-Amin, 2019. "Non-farm Income and Consumption Expenditures in Rural Bangladesh: Empirical Evidence from Multilevel Regression Modelling," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(2), pages 377-396, June.
    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. Kehinde, Ayodeji Damilola, 2021. "The Distributional Impact of Non-Farm Income on Output and Farm Income of Cassava Farmers in Southwestern Nigeria," 2021 Conference, August 17-31, 2021, Virtual 315857, International Association of Agricultural Economists.
    13. Pham Bao Duong & Pham Tien Thanh & Tihomir Ancev, 2021. "Impacts of off‐farm employment on welfare, food security and poverty: Evidence from rural Vietnam," International Journal of Social Welfare, John Wiley & Sons, vol. 30(1), pages 84-96, January.
    14. Dzanku, Fred Mawunyo, 2019. "Food security in rural sub-Saharan Africa: Exploring the nexus between gender, geography and off-farm employment," World Development, Elsevier, vol. 113(C), pages 26-43.
    15. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    16. Mondal, Ripon Kumar & Selvanathan, Eliyathamby A & Selvanathan, Saroja, 2020. "The impact of rural nonfarm employment on agricultural input use and productivity in Bangladesh," 2020 Conference (64th), February 12-14, 2020, Perth, Western Australia 305251, Australian Agricultural and Resource Economics Society.
    17. Zereyesus, Yacob A. & Embaye, Weldensie T. & Tsiboe, Francis & Amanor-Boadu, Vincent, 2017. "Implications of Non-Farm Work to Vulnerability to Food Poverty-Recent Evidence From Northern Ghana," World Development, Elsevier, vol. 91(C), pages 113-124.
    18. Truong Lam Do & Trung Thanh Nguyen & Ulrike Grote, 2022. "Livestock production and income inequality in rural Vietnam," Empirical Economics, Springer, vol. 62(2), pages 409-438, February.
    19. Dedehouanou, Sènakpon Fidèle Ange & Araar, Abdelkrim & Ousseini, Aichatou & Harouna, Abdoulaziz Laouali & Jabir, Maimounata, 2018. "Spillovers from off-farm self-employment opportunities in rural Niger," World Development, Elsevier, vol. 105(C), pages 428-442.
    20. Andaleeb Rahman & Sumit Mishra, 2020. "Does Non-farm Income Affect Food Security? Evidence from India," Journal of Development Studies, Taylor & Francis Journals, vol. 56(6), pages 1190-1209, June.

    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:spr:ssefpa:v:11:y:2019:i:3:d:10.1007_s12571-019-00929-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.