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Application of Analytical Hierarchy Process (AHP) algorithm to income insecurity susceptibility mapping – A study in the district of Purulia, India

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  • Mishra, Mukunda
  • Chatterjee, Soumendu

Abstract

Multi-criteria based prediction models are gradually finding places in the social and economic sciences to assess, locate, and address the complicated socio-economic issues arising around the globe. The incidence of any such issues may be treated as an output of complex interactions between a range of variables linked with ambient physical, socio-cultural, economic as well as the political system. The income insecurity is associated with the malnutrition, economic inequality, poverty, and several other socioeconomic hazards. At present, several studies are aiming to develop the ‘tools and techniques’ of demarcating the areas with some degree of vulnerability to a particular socioeconomic hazard and to examine the internal functions of the interactive variables linked with the hazard. In the present study, we tried to apply the algorithm of Analytical Hierarchy Process (AHP) in demarcating the areas susceptible to income insecurity in the district of Purulia, which is a backward district in the state of West Bengal, India, in terms of the overall level of human development achieved so far. The training dataset for developing the AHP model is based on the available secondary data. The model has been validated by running the modeled algorithm on a test dataset and applying the correlation and test of significance between the model output and the collected primary field data. The present model uses fifteen variables and is applicable to most of the subsistence agro-economic systems in tropical areas. The modification of the range of the variables and addition or alteration of variables within the similar structural framework will allow the model getting befitted with the other social and economic systems.

Suggested Citation

  • Mishra, Mukunda & Chatterjee, Soumendu, 2018. "Application of Analytical Hierarchy Process (AHP) algorithm to income insecurity susceptibility mapping – A study in the district of Purulia, India," Socio-Economic Planning Sciences, Elsevier, vol. 62(C), pages 56-74.
    • Handle: RePEc:eee:soceps:v:62:y:2018:i:c:p:56-74
    DOI: 10.1016/j.seps.2017.07.002
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    1. Brown, Katrina & Adger, W. Neil & Tompkins, Emma & Bacon, Peter & Shim, David & Young, Kathy, 2001. "Trade-off analysis for marine protected area management," Ecological Economics, Elsevier, vol. 37(3), pages 417-434, June.
    2. Lars Osberg, 1998. "Economic Insecurity," Discussion Papers 0088, University of New South Wales, Social Policy Research Centre.
    3. Rohde, Nicholas & Tang, Kam Ki & Osberg, Lars & Rao, D.S. Prasada, 2017. "Is it vulnerability or economic insecurity that matters for health?," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 307-319.
    4. Smith Trenton G. & Stoddard Christiana & Barnes Michael G, 2009. "Why the Poor Get Fat: Weight Gain and Economic Insecurity," Forum for Health Economics & Policy, De Gruyter, vol. 12(2), pages 1-31, June.
    5. Pulselli, Federico Maria & Ciampalini, Francesca & Tiezzi, Enzo & Zappia, Carlo, 2006. "The index of sustainable economic welfare (ISEW) for a local authority: A case study in Italy," Ecological Economics, Elsevier, vol. 60(1), pages 271-281, November.
    6. Giray Gozgor & Muhlis Can, 2016. "Effects of the product diversification of exports on income at different stages of economic development," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 215-235, August.
    7. Wilper, A.P. & Woolhandler, S. & Lasser, K.E. & McCormick, D. & Bor, D.H. & Himmelstein, D.U., 2009. "Health insurance and mortality in US adults," American Journal of Public Health, American Public Health Association, vol. 99(12), pages 2289-2295.
    8. McVicar, Tim R. & Rui, Li & Walker, Joe & Fitzpatrick, Rob W. & Changming, Liu (ed.), 2002. "Regional Water and Soil Assessment for Managing Sustainable Agriculture in China and Australia," Monographs, Australian Centre for International Agricultural Research, number 114792.
    9. World Bank, 2003. "World Development Indicators 2003," World Bank Publications - Books, The World Bank Group, number 13920, August.
    10. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    11. A. P. Thirlwall, 1989. "Growth and Development," Palgrave Macmillan Books, Palgrave Macmillan, edition 0, number 978-1-349-19837-5.
    12. Mukunda Mishra & Soumendu Chatterjee, 2017. "An effort of mapping the income inequality in the district of Purulia, West Bengal, India," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 19(1), pages 111-142, April.
    13. Cristian Popescu & Laura Diaconu, 2009. "The relationship between the level of education and the development state of a country," Analele Stiintifice ale Universitatii "Alexandru Ioan Cuza" din Iasi - Stiinte Economice (1954-2015), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 56, pages 475-480, November.
    14. Jayaraman, Raja & Colapinto, Cinzia & Torre, Davide La & Malik, Tufail, 2015. "Multi-criteria model for sustainable development using goal programming applied to the United Arab Emirates," Energy Policy, Elsevier, vol. 87(C), pages 447-454.
    15. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    16. Glaeser, Edward L. & Kahn, Matthew E. & Rappaport, Jordan, 2008. "Why do the poor live in cities The role of public transportation," Journal of Urban Economics, Elsevier, vol. 63(1), pages 1-24, January.
    17. Joubert, Alison R. & Leiman, Anthony & de Klerk, Helen M. & Katua, Stephen & Aggenbach, J. Coenrad, 1997. "Fynbos (fine bush) vegetation and the supply of water: a comparison of multi-criteria decision analysis and cost-benefit analysis," Ecological Economics, Elsevier, vol. 22(2), pages 123-140, August.
    18. Dalal-Clayton, Barry & David, Dent, 2001. "Knowledge of the Land: Land resource information and its use in rural development," OUP Catalogue, Oxford University Press, number 9780198296010, Decembrie.
    19. Stefan Hajkowicz & Kerry Collins, 2007. "A Review of Multiple Criteria Analysis for Water Resource Planning and Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 21(9), pages 1553-1566, September.
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