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An Intelligent Advisory System to Support Managerial Decisions for A Social Safety Net

Author

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  • Emmanuel Okewu

    (Centre for Information Technology and Systems, University of Lagos, Lagos 100213, Nigeria)

  • Sanjay Misra

    (Department of Electrical and Information Engineering, Covenant University, Ota 112233, Nigeria
    Department of Computer Engineering, Atilim University, 06830 Ankara, Turkey)

  • Jonathan Okewu

    (Department of Creative and Visual Art, Federal University, Lafia P.M.B. 146, Nigeria)

  • Robertas Damaševičius

    (Faculty of Informatics, Kaunas University of Technology, 51368 Kaunas, Lithuania)

  • Rytis Maskeliūnas

    (Faculty of Informatics, Kaunas University of Technology, 51368 Kaunas, Lithuania)

Abstract

Social investment programs are designed to provide opportunities to the less privileged so that they can contribute to the socioeconomic development of society. Stakeholders in social safety net programs (SSNPs) target vulnerable groups, such as the urban poor, women, the unemployed, and the elderly, with initiatives that have a transformative impact. Inadequate policy awareness remains a challenge, resulting in low participation rates in SSNPs. To achieve all-inclusive development, deliberate policies and programs that target this population have to be initiated by government, corporate bodies, and public-minded individuals. Artificial intelligence (AI) techniques could play an important role in improving the managerial decision support and policy-making process of SSNPs and increasing the social resilience of urban populations. To enhance managerial decision-making in social investment programs, we used a Bayesian network to develop an intelligent decision support system called the Social Safety Net Expert System (SSNES). Using the SSNES, we provide an advisory system to stakeholders who make management decisions, which clearly demonstrates the efficacy of SSNPs and inclusive development.

Suggested Citation

  • Emmanuel Okewu & Sanjay Misra & Jonathan Okewu & Robertas Damaševičius & Rytis Maskeliūnas, 2019. "An Intelligent Advisory System to Support Managerial Decisions for A Social Safety Net," Administrative Sciences, MDPI, vol. 9(3), pages 1-14, August.
    • Handle: RePEc:gam:jadmsc:v:9:y:2019:i:3:p:55-:d:255556
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    References listed on IDEAS

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    1. TORRESI Fabrizio & PITRĖNAITĖ-ŽILĖNIENĖ Birute, 2014. "Integrated Approach to a Resilient City: Associating Social, Environmental and Infrastructure Resilience in its Whole," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 02, June.
    2. Hilary Hoynes & Mark Stabile, 2019. "How Do the US and Canadian Social Safety Nets Compare for Women and Children?," Journal of Labor Economics, University of Chicago Press, vol. 37(S2), pages 253-288.
    3. Porter, Catherine & Goyal, Radhika, 2016. "Social protection for all ages? Impacts of Ethiopia’s Productive Safety Net Program on child nutrition," Social Science & Medicine, Elsevier, vol. 159(C), pages 92-99.
    4. Spooner, Joseph, 2017. "Seeking shelter in personal insolvency law: recession, eviction and bankruptcy’s social safety net," LSE Research Online Documents on Economics 69006, London School of Economics and Political Science, LSE Library.
    5. Kowalczyk, Martin & Buxmann, Peter, 2015. "An Ambidextrous Perspective on Business Intelligence and Analytics Support in Decision Processes: Insights from a Multiple Case Study," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75107, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    6. Das Tushar Kanti, 2016. "Mahatma Gandhi National Rural Employment Guarantee Act (MGNREGA) as Social Safety Net: Analysis of Public Works in Odisha, India," Review of Economic Perspectives, Sciendo, vol. 16(4), pages 337-360, December.
    7. Christopher M. Bacon & Gregory A. Baker, 2017. "The rise of food banks and the challenge of matching food assistance with potential need: towards a spatially specific, rapid assessment approach," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 34(4), pages 899-919, December.
    8. Wenqing Wu & Kexin Yu & Chien-Chi Chu & Jie Zhou & Hong Xu & Sang-Bing Tsai, 2018. "Diffusion of Corporate Philanthropy in Social and Political Network Environments: Evidence from China," Sustainability, MDPI, vol. 10(6), pages 1-17, June.
    9. Jacqueline Noga & Gregor Wolbring, 2013. "An Analysis of the United Nations Conference on Sustainable Development (Rio +20) Discourse Using an Ability Expectation Lens," Sustainability, MDPI, vol. 5(9), pages 1-25, August.
    10. Hare Krisna Kundo, 2018. "Micro politics of Social Safety Net Programmes: The case of the Food‐For‐Work Programme in Bangladesh," Development Policy Review, Overseas Development Institute, vol. 36(S2), pages 815-830, September.
    11. Nathaniel Umukoro, 2013. "Poverty and Social Protection in Nigeria," Journal of Developing Societies, , vol. 29(3), pages 305-322, September.
    12. Jorge Tovar & Miguel Urrutia, 2017. "The Impact of Social Safety Net Programs on Household Savings in Colombia," The Developing Economies, Institute of Developing Economies, vol. 55(1), pages 23-37, March.
    13. Daniel Gilligan & John Hoddinott & Alemayehu Seyoum Taffesse, 2009. "The Impact of Ethiopia's Productive Safety Net Programme and its Linkages," Journal of Development Studies, Taylor & Francis Journals, vol. 45(10), pages 1684-1706.
    14. Mohammad Mahbubur Rahman, 2014. "Estimating the Average Treatment Effect of Social Safety Net Programmes in Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 50(11), pages 1550-1569, November.
    15. Ibrahim D. Raheem & Kazeem O. Isah & Abdulfatai A. Adedeji, 2018. "Inclusive growth, human capital development and natural resource rent in SSA," Economic Change and Restructuring, Springer, vol. 51(1), pages 29-48, February.
    16. Silvio Daidone & Luca Pellerano & Sudhanshu Handa & Benjamin Davis, 2015. "Is Graduation from Social Safety Nets Possible? Evidence from Sub‐Saharan Africa," IDS Bulletin, Blackwell Publishing, vol. 46(2), pages 93-102, March.
    17. Conning, Jonathan & Kevane, Michael, 2002. "Community-Based Targeting Mechanisms for Social Safety Nets: A Critical Review," World Development, Elsevier, vol. 30(3), pages 375-394, March.
    18. Christien Klaufus & Paul Van Lindert & Femke Van Noorloos & Griet Steel, 2017. "All-Inclusiveness versus Exclusion: Urban Project Development in Latin America and Africa," Sustainability, MDPI, vol. 9(11), pages 1-15, November.
    19. Virgil Chichernea, 2014. "The Use Of Decision Support Systems (Dss) In Smart City Planning And Management," Romanian Economic Business Review, Romanian-American University, vol. 8(2), pages 238-251, December.
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    Cited by:

    1. Yurii Kharazishvili & Aleksy Kwilinski & Olena Grishnova & Henryk Dzwigol, 2020. "Social Safety of Society for Developing Countries to Meet Sustainable Development Standards: Indicators, Level, Strategic Benchmarks (with Calculations Based on the Case Study of Ukraine)," Sustainability, MDPI, vol. 12(21), pages 1-21, October.
    2. Robertas Damaševičius, 2023. "Regional Economic Development in the AI Era: Methods, Opportunities, and Challenges," Journal of Regional Economics, Anser Press, vol. 2(2), pages 1-13, October.
    3. Robertas Damasevicius, 2023. "Progress, Evolving Paradigms and Recent Trends in Economic Analysis," Financial Economics Letters, Anser Press, vol. 2(2), pages 35-47, October.

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