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Off-Farm Employment and Economic Crisis: Evidence from Cyprus

Author

Listed:
  • Elias Giannakis

    (Energy, Environment and Water Research Center, The Cyprus Institute, 20 Konstantinou Kavafi Street, 2121 Nicosia, Cyprus)

  • Sophia Efstratoglou

    (Department of Agricultural Economics and Rural Development, Agricultural University of Athens, 75 Iera Odos, 11855 Athens, Greece)

  • Artemis Antoniades

    (Department of Agriculture, Ministry of Agriculture, Rural Development and Environment, Louki Akrita, 1412 Nicosia, Cyprus)

Abstract

Off-farm employment is an important strategy for complementing farm household income and maintaining rural livelihoods. A multilevel logistic regression model was applied to investigate the effect of farm-level and regional-level factors on off-farm employment in Cyprus during the recent economic crisis period. The performance of nonfarm sectors positively affects off-farm employment; a one-percent increase in the share of the secondary and tertiary sector employment increases the likelihood of off-farm work by 9.5 times. The importance of location was also identified. Farm households located in rural areas are 70% less likely to engage in off-farm work than households located in urban areas. The positive effect of educational attainment and the negative effect of farm training confirmed the importance of human capital characteristics on off-farm labour participation. Farm structural factors are also significant determinants of off-farm employment. A one-hectare increase in the farm size decreases the odds of off-farm labour participation by 50%. Operators of crop farming holdings are 4.2 times more likely to work off the farm than operators of livestock and mixed-farming holdings. The results reveal the importance of adopting a multilevel and integrated approach for the analysis of off-farm employment.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jagris:v:8:y:2018:i:3:p:41-:d:136364
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    1. N J Evans & B W Llbery, 1993. "The Pluriactivity, Part-Time Farming, and Farm Diversification Debate," Environment and Planning A, , vol. 25(7), pages 945-959, July.
    2. Hung-Hao Chang & Steven T. Yen, 2010. "Off-farm employment and food expenditures at home and away from home," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 37(4), pages 523-551, December.
    3. 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.
    4. Gunnar Breustedt & Thomas Glauben, 2007. "Driving Forces behind Exiting from Farming in Western Europe," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(1), pages 115-127, February.
    5. Daniel A. Sumner, 1982. "The Off-Farm Labor Supply of Farmers," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(3), pages 499-509.
    6. Ayal Kimhi & Ray Bollman, 1999. "Family farm dynamics in Canada and Israel: the case of farm exits," Agricultural Economics, International Association of Agricultural Economists, vol. 21(1), pages 69-79, August.
    7. Elias Giannakis, 2014. "The Role Of Rural Tourism On The Development Of Rural Areas: The Case Of Cyprus," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 8(1), pages 38-53, JUNE.
    8. Clive Potter & Matt Lobley, 1996. "The Farm Family Life Cycle, Succession Paths And Environmental Change In Britain'S Countryside," Journal of Agricultural Economics, Wiley Blackwell, vol. 47(1‐4), pages 172-190, January.
    9. Riccardo Crescenzi & Fabrizio De Filippis & Fabio Pierangeli, 2015. "In Tandem for Cohesion? Synergies and Conflicts between Regional and Agricultural Policies of the European Union," Regional Studies, Taylor & Francis Journals, vol. 49(4), pages 681-704, April.
    10. W. J. Browne & S. V. Subramanian & K. Jones & H. Goldstein, 2005. "Variance partitioning in multilevel logistic models that exhibit overdispersion," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(3), pages 599-613, July.
    11. Elias Giannakis & Adriana Bruggeman, 2017. "Determinants of regional resilience to economic crisis: a European perspective," European Planning Studies, Taylor & Francis Journals, vol. 25(8), pages 1394-1415, August.
    12. Stefano Pascucci & Tiziana de-Magistris & Liesbeth Dries & Felice Adinolfi & Fabian Capitanio, 2013. "Participation of Italian farmers in rural development policy," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 40(4), pages 605-631, September.
    13. Christoph R. Weiss, 1999. "Farm Growth and Survival: Econometric Evidence for Individual Farms in Upper Austria," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 103-116.
    14. Teresa Serra & Barry K. Goodwin & Allen M. Featherstone, 2005. "Agricultural Policy Reform and Off‐farm Labour Decisions," Journal of Agricultural Economics, Wiley Blackwell, vol. 56(2), pages 271-285, July.
    15. Chang, Hung-Hao & Boisvert, Richard N., 2009. "Does Participation in the Conservation Reserve Program and/or Off-Farm Work Affect the Level and Distribution of Farm Household Income?," Working Papers 57035, Cornell University, Department of Applied Economics and Management.
    16. Corsi, Alessandro & Salvioni, Cristina, 2017. "Once part-timer always part-timer? Causes for persistence in off farm work state of farmers," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 6(2), September.
    17. Elias Giannakis & Theofanis P. Mamuneas, 2018. "Sectoral linkages and economic crisis: An input-output analysis of the Cypriot economy," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 12(1), pages 28-40, June.
    18. Weiss, Christoph R, 1997. "Do They Come Back Again? The Symmetry and Reversibility of Off-Farm Employment," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 24(1), pages 65-84.
    19. Alessandro Corsi & Cristina Salvioni, 2012. "Off- and on-farm labour participation in Italian farm households," Applied Economics, Taylor & Francis Journals, vol. 44(19), pages 2517-2526, July.
    20. JunJie Wu & Monica Fisher & Unai Pascual, 2011. "Urbanization and the Viability of Local Agricultural Economies," Land Economics, University of Wisconsin Press, vol. 87(1), pages 109-125.
    21. Chang, Hung-Hao & Boisvert, Richard N., 2009. "The Conservation Reserve Program, Off-Farm Work, and Farm Household Technical Efficiencies," Working Papers 57034, Cornell University, Department of Applied Economics and Management.
    22. Elias Giannakis & Adriana Bruggeman, 2017. "Economic crisis and regional resilience: Evidence from Greece," Papers in Regional Science, Wiley Blackwell, vol. 96(3), pages 451-476, August.
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