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Forecasting the Effect of Migrants’ Remittances on Household Expenditure: COVID-19 Impact

Author

Listed:
  • Lei Zhang

    (Library of Henan Institute of Science and Technology, Xinxiang 453003, China)

  • Yang Chen

    (School of Economics, Fujian Normal University, Fuzhou 350117, China)

  • Oleksii Lyulyov

    (Department of Marketing, Sumy State University, 40007 Sumy, Ukraine)

  • Tetyana Pimonenko

    (Department of Marketing, Sumy State University, 40007 Sumy, Ukraine)

Abstract

The unexpected pandemic has provoked changes in all economic sectors worldwide. COVID-19 has had a direct and indirect effect on countries’ development. Thus, the pandemic limits the movements of labour forces among countries, restricting migrants’ remittances. In addition, it provokes the reorientation of consumer behaviour and changes in household expenditure. For developing countries, migrant remittances are one of the core drivers for improving household wellbeing. Therefore, the paper aims to analyse how the COVID-19 pandemic has affected household expenditure in Ukraine, as being representative of a developing country. For this purpose, the data series were compiled for 2010 to the second quarter of 2021. The data sources were as follows: Ministry of Finance of Ukraine, The World Bank, and the State Statistics Service of Ukraine. The core variables were as follows: migrants’ remittances and expenditure of households by the types. The following methods were applied to achieve the paper’s aims: the Dickey–Fuller Test Unit Root and the ARIMA model. The findings confirmed that COVID-19 has changed the structure of household expenditure in Ukraine. Considering the forecast of household expenditure until 2026, it was shown that due to changes in migrants’ remittances, household expenditure in all categories tends to increase. The forecasted findings concluded that household expenditure on transport had the most significant growth due to changing migrants’ remittances.

Suggested Citation

  • Lei Zhang & Yang Chen & Oleksii Lyulyov & Tetyana Pimonenko, 2022. "Forecasting the Effect of Migrants’ Remittances on Household Expenditure: COVID-19 Impact," Sustainability, MDPI, vol. 14(7), pages 1-16, April.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:7:p:4361-:d:788167
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    References listed on IDEAS

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    1. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    2. Ait Benhamou, Zouhair & Cassin, Lesly, 2021. "The impact of remittances on savings, capital and economic growth in small emerging countries," Economic Modelling, Elsevier, vol. 94(C), pages 789-803.
    3. 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.
    4. Nataliya Dalevska & Nataliya Dalevska & Valentyna Khobta & Valentyna Khobta & Aleksy Kwilinski & Aleksy Kwilinski & Sergey Kravchenko & Sergey Kravchenko, 2019. "A model for estimating social and economic indicators of sustainable development," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(4), pages 1839-1860, June.
    5. Uwaoma G. Nwaogu & Michael J. Ryan, 2015. "FDI, Foreign Aid, Remittance and Economic Growth in Developing Countries," Review of Development Economics, Wiley Blackwell, vol. 19(1), pages 100-115, February.
    6. Tut, Daniel, 2023. "FinTech and the COVID-19 pandemic: Evidence from electronic payment systems," Emerging Markets Review, Elsevier, vol. 54(C).
    7. Adil El Amri & Rachid Boutti & Salah Oulfarsi & Florence Rodhain & Brahim Bouzahir, 2020. "Carbon financial markets underlying climate risk management, pricing and forecasting: Fundamental analysis," Post-Print hal-03120782, HAL.
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    2. Nataliia Letunovska & Mariya Kashcha & Oleksandr Dluhopolskyi & Serhiy Lyeonov & Nadiia Artyukhova & Marcin Gąsior & Monika Sak-Skowron, 2022. "Health Risks and Country Sustainability: The Impact of the COVID-19 Pandemic with Determining Cause-and-Effect Relationships and Their Transformations," Sustainability, MDPI, vol. 15(1), pages 1-16, December.
    3. Aleksandra Kuzior & Dariusz Krawczyk & Paulina Brożek & Olena Pakhnenko & Tetyana Vasylieva & Serhiy Lyeonov, 2022. "Resilience of Smart Cities to the Consequences of the COVID-19 Pandemic in the Context of Sustainable Development," Sustainability, MDPI, vol. 14(19), pages 1-22, October.

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