Canonical Correlation in Modeling Short Term Expenditure versus Poverty Levels in Informal Settlements :

Assessing its Impact on Education

Authors

  • Job Lusweti Department of Mathematics, Masinde Muliro University of Science and Technology Kakamega, Kenya
  • Annette Okoth Department of Mathematics, Masinde Muliro University of Science and Technology Kakamega, Kenya https://orcid.org/0000-0002-7222-5239

DOI:

https://doi.org/10.22219/mej.v7i2.28091

Abstract

Populations in informal settlements grapple with poor living conditions and inability to access quality education. Expenditure behaviour especially on short term basis is one of the major causes of poverty as majority live from hand to mouth and not in position to provide their children with education. This study applied canonical correlation used in a wide range of disciplines to analyse the relationship between short term expenditure and poverty levels. The main objective was to establish the relationship between short term expenditure and poverty levels among residents of informal settlements, assess the impact of this behaviour on education and propose possible mitigation strategies to the problem. Results indicate that people in informal settlements spend as much as they earn or even more on short term basis. Therefore, they cannot save for projects, invest and educate their children. This keeps the families in unending circus of poverty in all generations.

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References

Baulch, B., & Dat, V. H. (2011). Poverty dynamics in Vietnam, 2002 to 2006. Why poverty persists: Poverty dynamics in Asia and Africa, 219.

Burke, W. J., Jayne, T. S., Freeman, H. A., & Kristjanson, P. (2007). Factors Associated with Farm Households’ Movement Into and Out of Poverty in Kenya: The Rising Importance of Livestock (No. 1096-2016-88336).

Hotelling, H. (1935). The most predictable criterion. Journal of educational Psychology, 26(2), 139-142.

Kristjanson, P., Mango, N., Krishna, A., Radeny, M., & Johnson, N. (2010). Understanding poverty dynamics in Kenya. Journal of international development, 22(7), 978-996.

Mkondiwa, M., Jumbe, C. B., & Wiyo, K. A. (2013). Poverty–lack of access to adequate safe water Nexus: evidence from rural Malawi. African Development Review, 25(4), 537-550.

Muyanga, M., & Musyoka, P. (2014). Household Incomes and Poverty Dynamics in Rural Kenya: A Panel Data Analysis. Journal of Poverty Alleviation & International Development, 5(2).

Odhiambo, N. M. (2010). Is financial development a spur to poverty reduction? Kenya's experience. Journal of Economic Studies, 37(3), 343-353.

Ebenezer, O. R. (2012). Canonical correlation analysis of poverty and literacy levels in ekiti state, Nigeria. Mathematical Theory and Modeling, 2(6), 31-39.

Vision, K. (2007). 2030: A Globally Competitive and Prosperous Kenya (2007). Ministry of Planning and National Development and the National Economic and Social Council (NESC), Government of Kenya, Nairobi (GOK, 2007).

World Bank Group. (2018). Kenya Economic Update, April 2018, No. 17: Policy Options to Advance the Big 4. World Bank.

Yaqub, S. (2000). Intertemporal Welfare Dynamics: Extents and Causes Conference paper given at Brookings Institution. In Carnegie Endowment Workshop, ‘Globalization: New Opportunities, New Vulnerabilities.’ http://www. ceip. org/files/pdf/Shahin dynamics. pdf.

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Published

2023-08-31