IDEAS home Printed from https://ideas.repec.org/a/ags/aergaa/330641.html
   My bibliography  Save this article

Determinants of Rural Non-Farm Employment in Neyshabur: Application of Multilevel Multinomial Logit Model

Author

Listed:
  • Iravani, Samaneh
  • Kakhki, Mahmoud Daeshvar
  • Ghorbani, Mohammad
  • Karbasi, Alireza

Abstract

Today, nonfarm activities become an essential part of the livelihood strategies of rural households, especially in developing countries. The reason why rural households move to the non-farm sector is crucial for planning integrated rural development. In rural areas of Iran, due to factors such as drought and water scarcity, many households have moved to non-farm sectors or migrated to urban areas. The present paper aims at investigating the structure of rural employment and determinants of participation in non-farm activities in Neyshabur rural areas, Iran. We collected data by 380 completed questionnaires from rural households between September 2017 to February 2018 and the two-level multinomial logit model was adopted to investigate the determinants of employment. The structure of rural household's employment shows that 40.5% of the households are employed in farm activities only, 32.6% participated in non-farm activities only, and 26.8% in both sectors. The results of the twolevel multinomial logit model show that 24% of the total variance of employment is attributed to geographical factors and household residential places. Also, the number of employed people in the household and distance from urban centers have positive and significant effects on the probability of participation in non-farm activities compared to the farm activities. Policy suggestion for this study is the strengthening and expanding existing industrial parks. Besides, due to higher education and the lower age of the non-farm workers, vocational training to the rural youth for starting innovative businesses can also be an effective policy.

Suggested Citation

  • Iravani, Samaneh & Kakhki, Mahmoud Daeshvar & Ghorbani, Mohammad & Karbasi, Alireza, 2019. "Determinants of Rural Non-Farm Employment in Neyshabur: Application of Multilevel Multinomial Logit Model," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 0(Issue 2).
  • Handle: RePEc:ags:aergaa:330641
    DOI: 10.22004/ag.econ.330641
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/330641/files/20_2_3.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.330641?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
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Minot, Nicholas & Epprecht, Michael & Anh, Tran Thi Tram & Trung, Le Quang, 2006. "Income diversification and poverty in the Northern Uplands of Vietnam:," Research reports 145, International Food Policy Research Institute (IFPRI).
    3. Alberto Isgut, 2004. "Non-farm Income and Employment in Rural Honduras: Assessing the Role of Locational Factors," Journal of Development Studies, Taylor & Francis Journals, vol. 40(3), pages 59-86.
    4. Haggblade, Steven & Hazell, Peter & Reardon, Thomas, 2010. "The Rural Non-farm Economy: Prospects for Growth and Poverty Reduction," World Development, Elsevier, vol. 38(10), pages 1429-1441, October.
    5. Carsten Lohmann & Ingo Liefner, 2014. "Spatial Patterns of Private Sector and Public Sector Non-Agricultural Jobs in Rural Northeast Thailand," Regional Studies, Taylor & Francis Journals, vol. 48(4), pages 710-726, April.
    6. Dominique Van De Walle & Dorothyjean Cratty, 2004. "Is the emerging non‐farm market economy the route out of poverty in Vietnam?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 12(2), pages 237-274, June.
    7. Torres, Bolier & Günter, Sven & Acevedo-Cabra, Ricardo & Knoke, Thomas, 2018. "Livelihood strategies, ethnicity and rural income: The case of migrant settlers and indigenous populations in the Ecuadorian Amazon," Forest Policy and Economics, Elsevier, vol. 86(C), pages 22-34.
    8. Marrit Van Den Berg & Girma Earo Kumbi, 2006. "Poverty and the rural nonfarm economy in Oromia, Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 35(s3), pages 469-475, November.
    9. Berdegue, Julio A. & Ramirez, Eduardo & Reardon, Thomas & Escobar, German, 2001. "Rural Nonfarm Employment and Incomes in Chile," World Development, Elsevier, vol. 29(3), pages 411-425, March.
    10. Nagler, Paula & Naudé, Wim, 2017. "Non-farm entrepreneurship in rural sub-Saharan Africa: New empirical evidence," Food Policy, Elsevier, vol. 67(C), pages 175-191.
    11. Tomoya Matsumoto & Yoko Kijima & Takashi Yamano, 2006. "The role of local nonfarm activities and migration in reducing poverty: evidence from Ethiopia, Kenya, and Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 35(s3), pages 449-458, November.
    12. Anders Skrondal & Sophia Rabe-Hesketh, 2003. "Multilevel logistic regression for polytomous data and rankings," Psychometrika, Springer;The Psychometric Society, vol. 68(2), pages 267-287, June.
    13. Reardon, Thomas & Berdegue, Julio & Escobar, German, 2001. "Rural Nonfarm Employment and Incomes in Latin America: Overview and Policy Implications," World Development, Elsevier, vol. 29(3), pages 395-409, March.
    14. Vasco, Cristian & Tamayo, Grace Natalie, 2017. "Determinants of non-farm employment and non-farm earnings in Ecuador," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    15. Yunez-Naude, Antonio & Edward Taylor, J., 2001. "The Determinants of Nonfarm Activities and Incomes of Rural Households in Mexico, with Emphasis on Education," World Development, Elsevier, vol. 29(3), pages 561-572, March.
    16. Haggblade, Steven & Hazell, Peter B. R. & Reardon, Thomas Anthony (ed.), 2007. "Transforming the rural nonfarm economy: Opportunities and threats in the developing world," IFPRI books, International Food Policy Research Institute (IFPRI), number 978-0-8018-8664-5.
    17. Elias Giannakis & Sophia Efstratoglou & Artemis Antoniades, 2018. "Off-Farm Employment and Economic Crisis: Evidence from Cyprus," Agriculture, MDPI, vol. 8(3), pages 1-11, March.
    18. Leonardo Grilli & Carla Rampichini, 2003. "Alternative Specifications of Multivariate Multilevel Probit Ordinal Response Models," Journal of Educational and Behavioral Statistics, , vol. 28(1), pages 31-44, March.
    19. Leonardo Grilli & Carla Rampichini, 2007. "A multilevel multinomial logit model for the analysis of graduates’ skills," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 16(3), pages 381-393, November.
    Full references (including those not matched with items on IDEAS)

    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. Bethuel Kinuthia & Abdelkrim Araar & Laura Barasa & Stephene Maende & Faith Mariera, 2019. "Off-Farm Participation, Agricultural Production and Farmers’ Welfare in Tanzania and Uganda," Working Papers PMMA 2019-01, PEP-PMMA.
    2. Bezu, Sosina & Holden, Stein, 2014. "Are Rural Youth in Ethiopia Abandoning Agriculture?," World Development, Elsevier, vol. 64(C), pages 259-272.
    3. Gibson, John & Olivia, Susan, 2010. "The Effect of Infrastructure Access and Quality on Non-Farm Enterprises in Rural Indonesia," World Development, Elsevier, vol. 38(5), pages 717-726, May.
    4. 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.
    5. Marwan Benali & Bernhard Brümmer & Victor Afari‐Sefa, 2018. "Smallholder participation in vegetable exports and age‐disaggregated labor allocation in Northern Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 49(5), pages 549-562, September.
    6. Atamanov, Aziz & Van den Berg, Marrit, 2012. "Determinants of the rural nonfarm economy in Tajikistan," MERIT Working Papers 2012-080, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    7. Pham, Hung T, 2006. "Rural Nonfarm Employment Under Trade Reform Evidence From Vietnam, 1993-2002," MPRA Paper 6476, University Library of Munich, Germany.
    8. Cristian Vasco & Rodrigo Valdiviezo & Herman Hernández & Valdano Tafur & David Eche & Estefanía Jácome, 2020. "Off-Farm Employment, Forest Clearing and Natural Resource Use: Evidence from the Ecuadorian Amazon," Sustainability, MDPI, vol. 12(11), pages 1-16, June.
    9. Bezu, Sosina & Barrett, Christopher B., 2010. "Activity Choice in Rural Non-farm Employment (RNFE): Survival versus accumulative strategy," MPRA Paper 55034, University Library of Munich, Germany.
    10. Benjamin Davis & Paul Winters & Gero Carletto & Katia Covarrubias & Esteban Quinones & Alberto Zezza & Kostas Stamoulis & Genny Bonomi & Stefania DiGiuseppe, 2007. "Rural Income Generating Activities; A Cross Country Comparison," Working Papers 07-16, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
    11. 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.
    12. Jan Fałkowski & Maciej Jakubowski & Paweł Strawiński, 2014. "Returns from income strategies in rural Poland," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 22(1), pages 139-178, January.
    13. 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.
    14. Maja Micevska & Dil Bahadur Rahut, 2008. "Rural Nonfarm Employment and Incomes in the Himalayas," Economic Development and Cultural Change, University of Chicago Press, vol. 57(1), pages 163-193, October.
    15. Chang, Ching-Cheng & Lin, Kuo-Jung & Lin, Hsing-Chun & Liou, Ruey-Wan & Hsu, Sheng-Ming & Hsieh, De-Yan & Hsu, Shih-Hsun, 2016. "An Economy-wide Analysis of Trade Liberalization Impacts on Rural Household Income in Taiwan," Conference papers 330222, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    16. Muhammad Amjed Iqbal & Muhammad Rizwan & Azhar Abbas & Muhammad Sohail Amjad Makhdum & Rakhshanda Kousar & Muhammad Nazam & Abdus Samie & Nasir Nadeem, 2021. "A Quest for Livelihood Sustainability? Patterns, Motives and Determinants of Non-Farm Income Diversification among Agricultural Households in Punjab, Pakistan," Sustainability, MDPI, vol. 13(16), pages 1-14, August.
    17. Radosław PASTUSIAK & Magdalena JASINIAK & Michał SOLIWODA & Joanna STAWSKA, 2017. "What may determine off-farm income? A review," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 63(8), pages 380-391.
    18. Kiros Tsegay & Hongzhong Fan & AM Priyangani Adikari & Hailay Shifare, 2021. "Does gender matter for household livelihood diversification in Ethiopia rural areas?," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(6), pages 221-232, September.
    19. Pascual, Unai & Barbier, Edward B., 2005. "On- And Off-Farm Labor Decisions By Slash-And-Burn Farmers In Yucatan (Mexico)," Environmental Economy and Policy Research Discussion Papers 31926, University of Cambridge, Department of Land Economy.
    20. Sosina Bezu & Christopher Barrett, 2012. "Employment Dynamics in the Rural Nonfarm Sector in Ethiopia: Do the Poor Have Time on Their Side?," Journal of Development Studies, Taylor & Francis Journals, vol. 48(9), pages 1223-1240, September.

    More about this item

    Keywords

    Farm Management; Labor and Human Capital;

    Statistics

    Access and download statistics

    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:ags:aergaa:330641. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/etagrea.html .

    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.