Home Armed Conflicts and Household Socioeconomic Status in the Lake Chad Basin: A Random Coefficient Model Approach
Article
Licensed
Unlicensed Requires Authentication

Armed Conflicts and Household Socioeconomic Status in the Lake Chad Basin: A Random Coefficient Model Approach

  • Muftau Olaiya Olarinde EMAIL logo , Romanuns Osabohien and Evans Osabuohien
Published/Copyright: December 11, 2023

Abstract

This study extends the existing literature on the relationship between armed conflicts and the socioeconomic status of households in Lake Chad Basin (LCB) countries by adopting a random coefficient model to analyse micro-panel data covering the 1997–2020 periods. The random coefficient approach allows for country-specific effects in explaining variations in both the nature and degree of the effects of conflict due to differing country characteristics. The result evidenced a significant negative effect of the average impact of armed conflict on poverty, while the coefficient of educational outcome is insignificant. The country-specific results point to significant inter-country variations in the impact of armed conflicts on poverty and education outcomes. The descriptive statistics result shows that the inter-country variations could be attributed to differing quality of institutions. Finally, environmental degradation and macroeconomic uncertainties do not appear to bear a systematic relationship with householdsʼ level of socioeconomic status in the Lake Chad Basin. These findings indicate that a uniform and blanket adoption of public policies by government in Lake Chad Basin countries will not yield a significant positive result. Therefore, governments, practitioners and academicians should contextualise policies/recommendations meant to improve socioeconomic status of households in conflict, while strengthening the quality of institutions to ameliorate the impact of conflict on socioeconomic status (SES) of households.

JEL Classification: I2; I30; Q34

Corresponding author: Muftau Olaiya Olarinde, Department of Economics, Usmanu Danfodiyo University Sokoto, Sokoto, Nigeria, E-mail:

Acknowledgement

This study draws insights from the lessons gained at the Workshop and Network Meeting for African Postgraduate and Young Researchers in Economics and Social Sciences, organised by the Centre for Economic Policy and Development Research (CEPDeR), Covenant University and Witten/Herdecke University, Germany. The workshop was funded by the Alexander von Humboldt Foundation (AvH) under Research Linkage Programme on Access to Land and Agricultural Value Chain: Female and Youth Engagement Discourse in Nigeria. The Contributions of the workshop participants and resource persons are appreciated. The views expressed are those of the authors. I equally acknowledge the contributions of the two anonymous reviewers and the Editor-in-chief, Raul Caruso who have reviewed this work for their suggestions and comments towards improving the quality of the paper.

References

ACLED. 2021. The Armed Conflict Location & Event Data Project [Internet]. https:// acleddata.com/#/dashboard (accessed July 17, 2022).Search in Google Scholar

Adeyemi, S. L., G. T. Ijaiya, and U. A. Raheem. 2009. “Determinants of Poverty in Sub-Saharan Africa.” African Research Review 3 (2): 162–77. https://doi.org/10.4314/afrrev.v3i2.43617.Search in Google Scholar

Amirkhalkhali, S., and A. Dar. 1993. “Testing for Capital Mobility: A Random Coefficients Approach.” Empirical Economics 18: 523–41. https://doi.org/10.1007/BF01176202.Search in Google Scholar

Beck, N., and J. N. Katz. 2007. “Random Coefficient Models for Time-Series—Cross-Section Data: Monte Carlo Experiments.” Political Analysis 15 (2): 182–95. https://doi.org/10.1093/pan/mpI001.Search in Google Scholar

Caruso, R. 2010. “Butter, Guns and Ice-Cream Theory: Evidence from Sub-Saharan Africa.” Defence and Peace Economics 21 (3): 269283. https://doi.org/10.1080/10242690903568975.Search in Google Scholar

Caruso, R., and J. Echevarria-Coco. 2022. “International Prices and Continuing Conflict: Theory and Evidence from Sub-Saharan Africa (1980–2017).” Journal of Peace Research 60. https://doi.org/10.1177/00223433221116657 (accessed October 10, 2023).Search in Google Scholar

Collier, P. 1999. “On the Economic Consequences of Civil War.” Oxford Economic Paper 51: 168–83. https://doi.org/10.1093/oep/51.1.168.Search in Google Scholar

Corral, P., I. Alexander, K. Nandini, G. M. Daniel, and T. Vishwanath. 2020. “Long-Term Effects of Conflict on Poverty and Welfare.” In Fragility and Conflict: On the Front Lines of the Fight against Poverty, edited by P. Corral, I. Alexander, K. Nandini, G. M. Daniel, and T. Vishwanath, 33–49. Washington DC.: World Bank Group.10.1596/978-1-4648-1540-9_ch3Search in Google Scholar

Dodge, K. A., J. M. Price, J. A. Bachorowski, and J. P. Newman. 1990. “Hostile Attributional Biases in Severely Aggressive Adolescents.” Journal of Abnormal Psychology 99 (4): 385–92.10.1037//0021-843X.99.4.385Search in Google Scholar

Fang, X., S. Kothari, C. McLoughlin, and M. Yenice. 2020. “The Economic Consequences of Conflict in Sub-Saharan Africa.” IMF Economic Review 221: 1–29, https://doi.org/10.5089/9781513559667.001.Search in Google Scholar

Fürst, T., B. T. Andres, R. Giovanna, A. A. Cinthia, S. Don de, G. Olivier, K. N. Eliézer, and U. Jürg. 2010. “Effect of an Armed Conflict on Relative Socioeconomic Position of Rural Households: Case Study from Western Côte d’Ivoire.” Emerging Themes in Epidemiology 7: 6. https://doi.org/10.1186/1742-7622-7-6.Search in Google Scholar

Hakeem, O. 2018. “Problematising Conflict: The Concept, Theoretical Perspectives, and Trends in Nigeria.” In Nigeria, A Country under Siege: Issues of Conflict and its Management, edited by D. Babalola, and O. Hakeem. UK: Cambridge Scholars Publishing.Search in Google Scholar

Idika-Kalu, C. 2020. “The Socioeconomic Impact of the Boko Haram Insurgency in the Lake Chad Basin Region.” Intech Open. https://www.intechopen.com/chapters/71366 (accessed August 28, 2021).10.5772/intechopen.89905Search in Google Scholar

Janus, T. 2019. “The Elusive Determinants of Civil Wars.” Peace Economics, Peace Science and Public Policy 25 (3): 20190006, https://doi.org/10.1515/peps-2019-0006.Search in Google Scholar

Justino, C. 2011. “The Impact of Armed Civil Conflict on Household Welfare and Policy.” In Institute of Development Studies, IDS Working Paper, 2011(384). https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/j.2040-0209.2011.00384_2.x (accessed August 12, 2022).10.1111/j.2040-0209.2011.00384_2.xSearch in Google Scholar

Lordos, Alexandros, and D. Hyslop 2021. “The Assessment of Multisystemic Resilience in Conflict-Affected Populations.” In Multisystemic Resilience: Adaptation and Transformation in Contexts of Change, edited by M. Ungar. New York: Oxford Academic.10.1093/oso/9780190095888.003.0023Search in Google Scholar

Novta, N., and E. Pugacheva. 2021. “The Macroeconomic Costs of Conflict.” Journal of Macroeconics 68: 103286. https://doi.org/10.1016/j.jmacro.2021.103286.Search in Google Scholar

Obaditan, Y. 2003. Antidotes to Political Violence. Lagos: Kunmi Communications Ltd.Search in Google Scholar

Odozi, J. C., and U. R. Oyelere. 2019. “Violent Conflict Exposure in Nigeria and Economic Welfare.” IZA Discussion Paper Series. IZA DP No. 12570. https://docs.iza.org/dp12570.pdf (accessed October 18, 2022).10.2139/ssrn.3445836Search in Google Scholar

Pape, U. J., and V. Phipps. 2018. “Impact of Conflict on Adolescent Girls in South Sudan.” In World Bank Policy Research Working Paper, 8510. https://ssrn.com/abstract=3238350.10.1596/1813-9450-8510Search in Google Scholar

Pratt, J. W., and R. Schlaifer. 1984. “On the Nature and Discovery of Structure.” Journal of the American Statistical Association 79: 9–33. https://doi.org/10.1080/01621459.1984.10477054.Search in Google Scholar

Pratt, J. W., and R. Schlaifer. 1988. “On the Interpretation and Observation of Laws.” Journal of Econometrics 39: 23–52. https://doi.org/10.1016/0304-4076(88)90039-5.Search in Google Scholar

Rossignoli, D. 2016. “Democracy, State Capacity and Civil Wars: A New Perspective.” Peace Economics, Peace Science and Public Policy 22 (4): 427–37. https://doi.org/10.1515/peps-2016-0029.Search in Google Scholar

Siyan, P., Adegoriola, A. E.and J. A. Adolphus. 2016. “Unemployment and Inflation: Implication on Poverty Level in Nigeria.” MPRA Paper 79765. https://mpra.ub.uni-muenchen.de/79765/(accessed December 06, 2021).Search in Google Scholar

Spinath, B. 2012. “Academic Achievement.” In Encyclopedia of Human Behavior, 2nd ed. Cambridge: Academic Press.10.1016/B978-0-12-375000-6.00001-XSearch in Google Scholar

Stewart, F., and V. Fitzgerald. 2000. War and Underdevelopment: The Economic and Social Consequences of Conflict. Oxford: Oxford University Press.Search in Google Scholar

Swamy, P. A. V. B. 1970. “Efficient Inference in a Random Coefficient Regression Model.” Econometrica 38 (2): 311–23. https://doi.org/10.2307/1913012.Search in Google Scholar

Swamy, P. A. V. B., and J. S. Metha. 1975. “Bayesian and Non-Bayesian Switching Regression and Random Coefficients Regression Models.” Journal of the American Statistical Association 70: 593–602. https://doi.org/10.1080/01621459.1975.10482478.Search in Google Scholar

Thai-Ha, Le, Bui Manh-Tien, and S. U. Gazi. 2022. “Economic and Social Impacts of Conflict: A Cross-Country Analysis.” Economic Modelling 115: 105980. https://doi.org/10.1016/j.econmod.2022.105980.Search in Google Scholar

Thomas, F., B. T. Andres, R. Giovanna, A. A. Cinthia, S. Don de, G. Olivier, K. N. Eliézer, and U. Jürg. 2010. “Effect of an Armed Conflict on Relative Socioeconomic Position of Rural Households: Case Study from Western Côte D’ivoire.” Emerging Themes in Epidemiology 7 (6): 1–17. https://doi.org/10.1186/1742-7622-7-6.Search in Google Scholar

Ukraine Food Security and Livelihoods Cluster (FSLC). 2017. Analysis of Impact of Conflict on Socioeconomic Situation in Eastern Ukraine. http://fscluster.org/ukraine (accessed August 30, 2021).Search in Google Scholar

United Nations and World Bank. 2018. Pathways for Peace: Inclusive Approaches to Preventing Violent Conflict. Washington: World Bank. http://openknowledge.worldbank.org/handle/10986/28337 (accessed November 15, 2022).Search in Google Scholar

UNPFA/WCARO. 2017. “Demographic Dynamics and the Crisis of Countries around Lake Chad.” United Nation Population Fund for Africa West and Central Africa Regional Office. https://wcaro.unfpa.org/en/publications/demographic-dynamics-and-crisis-countries-around-lake-chad (accessed August 29, 2021).Search in Google Scholar

World Bank. 2021. World Development Indicator. https://databank.worldbank.org/source/world-development-indicators (accessed June 12, 2021).Search in Google Scholar

World Food Programme. 2016. “Socioeconomic Analysis of the Lake Chad Basin Region, with Focus on Regional Environmental Factors, Armed Conflict, Gender and Food Security Issues.” ReliefWeb. https://reliefweb.int/report/chad/lake-chad-basin-desk-review-socio-economic-analysis-lake-chad-basin-region-focus (accessed August 30, 2021).Search in Google Scholar


Supplementary Material

This article contains supplementary material (https://doi.org/10.1515/peps-2023-0013).


Received: 2023-03-06
Accepted: 2023-11-15
Published Online: 2023-12-11

© 2023 Walter de Gruyter GmbH, Berlin/Boston

Downloaded on 23.10.2025 from https://www.degruyterbrill.com/document/doi/10.1515/peps-2023-0013/pdf
Scroll to top button