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One of the contributions of the Islamic banking sector to Indonesia’s economy is channeling funds to MSMEs in the form of financing since a number of them could not access financial services. Interestingly, the MSMEs grew as the Islamic Banking sector rose. However, no single study analyzes such an impact on unemployment in both rural and urban areas. This paper aimed to reveal the effect of MSMEs financing in Islamic banks on unemployment in Indonesia. It further aimed to discover such an effect on unemployment in Indonesia's urban and rural areas separately. Dynamic panel GMM two-step analysis is used in this research to estimate cross-province data in Indonesia between 2010 and 2019. The results of the study reveal that MSMEs financing in Islamic Banks contributed significantly to the reduction of unemployment in Indonesia as a whole. It is also found that the unemployment in urban areas is reduced by MSMEs financing in Islamic Banks. On the other hand, there is no significant relationship between MSMEs financing in Islamic Banks and unemployment in rural areas. These findings can be the basis for Islamic banks to increase MSMEs financing and for the government to expand Islamic banks' role in every part of Indonesia to reduce unemployment, especially in rural areas. Keywords: MSMEs Financing, Islamic Bank, Unemployment, Urban, Rural. ABSTRAK Salah satu kontribusi sektor perbankan syariah dalam perekonomian Indonesia adalah penyaluran dana kepada UMKM dalam bentuk pembiayaan, karena beberapa dari mereka tidak dapat mengakses layanan keuangan. Menariknya, UMKM tumbuh seiring dengan bangkitnya sektor Perbankan Syariah. Namun, tidak ada satu studi pun yang menganalisis dampak tersebut terhadap pengangguran di pedesaan dan perkotaan. Penelitian ini bertujuan untuk mengungkap pengaruh pembiayaan UMKM di bank syariah terhadap pengangguran di Indonesia. Hal ini bertujuan untuk mengetahui lebih jauh pengaruh tersebut terhadap pengangguran di daerah perkotaan dan pedesaan secara terpisah di Indonesia. Analisis dua langkah GMM panel dinamis digunakan untuk mengestimasi data lintas provinsi di Indonesia antara tahun 2010 dan 2019. Hasilnya mengungkapkan bahwa pembiayaan UMKM di Bank Syariah berkontribusi signifikan terhadap pengurangan pengangguran di Indonesia secara keseluruhan. Ditemukan juga bahwa pengangguran di perkotaan berkurang dengan pembiayaan UMKM di Bank Syariah. Di sisi lain, tidak ada hubungan yang signifikan antara pembiayaan UMKM di bank syariah dengan pengangguran di pedesaan. Hasil penelitian ini dapat menjadi dasar bagi bank-bank syariah dalam meningkatkan porsi pembiayaan UMKM dan dasar bagi pemerintah untuk memperluas peran perbankan syariah di seluruh bagian Indonesia untuk mengurangi pengangguran, khususnya di area pedesaan. Kata Kunci: Pembiayaan UMKM, Bank Syariah, Pengangguran, Perkotaan, Pedesaan. REFERENCES Abisuga-Oyekunle, O. A., Patra, S. K., & Muchie, M. (2020). SMEs in sustainable development: Their role in poverty reduction and employment generation in sub-Saharan Africa. African Journal of Science, Technology, Innovation and Development, 12(4), 405–419. doi:10.1080/20421338.2019.1656428 Alaabed, A., Masih, M., & Mirakhor, A. (2016). Investigating risk shifting in Islamic banks in the dual banking systems of OIC member countries: An application of two-step dynamic GMM. Risk Management, 18(4), 236–263. doi:10.1057/s41283-016-0007-3 Almula-Dhanoon, M., Dhannoon, M. A. M., Al-Salman, M. M., & Hammadi, M. F. (2020). Do FDI and domestic investment affect unemployment in MENA countries? Dynamic panel data analysis. Journal of Contemporary Iraq and the Arab World, 14(3), 223–236. doi:10.1386/jciaw_00031_1 Apergis, N., & Ozturk, I. (2015). Testing environmental Kuznets curve hypothesis in Asian countries. Ecological Indicators, 52, 16–22. doi:10.1016/j.ecolind.2014.11.026 Arslan, M., & Zaman, R. (2014). Unemployment and its determinant: A study of Pakistan economy (1999-2010). Journal of Economics and Sustainable Development, 5(13), 20–25. Ayyagari, M., Demirguc-Kunt, A., & Maksimovic, V. (2011). Small vs. young firms across the world: contribution to employment, job creation, and growth. World Bank Policy Research Working Paper Series, 1–57. doi:10.1596/1813-9450-5631 Azolibe, C. B., Dimnwobi, S. K., & Uzochukwu-Obi, C. P. (2022). The determinants of unemployment rate in developing economies: does banking system credit matter? Journal of Economic and Administrative Sciences. doi:10.1108/jeas-01-2022-0021 Baumol, W. J., Litan, R. E., Schramm, C. J., & Strom, R. J. (2011). Innovative entrepreneurship and policy: Toward initiation and preservation of growth. The Economics of Small Businesses, 3–23. doi:10.1007/978-3-7908-2623-4_1 Bayrak, R., & Tatli, H. (2018). The determinants of youth unemployment: A panel data analysis of OECD countries. The European Journal of Comparative Economics, 15(2), 231–248. doi:10.25428/1824-2979/201802-231-248 Benbekhti, S. E., Boulila, H., & Bouteldja, A. (2021). Islamic finance, small and medium enterprises and job creation in Turkey: An empirical evidence (2009-2017). International Journal of Islamic Economics and Finance (IJIEF), 4, 41-62. doi:10.18196/ijief.v4i0.10490 Blanchflower, D. G., & Meyer, B. D. (1994). A longitudinal analysis of the young self-employed in Australia and the United States. Small Business Economics, 6(1), 1–19. doi:10.1007/BF01066108 Badan Pusat Statistik/BPS. (2021). Keadaan angkatan kerja di Indonesia. Retrieved from https://www.bps.go.id/publication/2021/12/07/ee355feea591c3b6841d361b/keadaan-angkatan-kerja-di-indonesia-agustus-2021.html Chapra, M. U. (2011). The global financial crisis: Can Islamic finance help? In: Langton, J., Trullols, C., Turkistani, A.Q. (eds) Islamic Economics and Finance (pp. 135-132). London: IE Business Publishing. doi:10.1057/9780230361133_5 Dusuki, A. W. (2008). Banking for the poor: The role of Islamic banking in microfinance initiatives. Humanomics, 24(1), 49–66. doi:10.1108/08288660810851469 Edmiston, K. D. (2007). The role of small and large businesses in economic development. SSRN Electronic Journal, 73-97. doi:10.2139/ssrn.993821 Elasrag, H. (2016). Islamic Finance for SMES. SSRN Electronic Journal. doi:10.2139/ssrn.2842160 Faggio, G., & Silva, O. (2014). Self-employment and entrepreneurship in urban and rural labour markets. Journal of Urban Economics, 84, 67–85. doi:10.1016/j.jue.2014.09.001 Fajri, M. Z. N., Muhammad, A. A., Umam, K., Putri, L. P., & Ramadhan, M. A. (2022). The effect covid-19 and sectoral financing on Islamic bank profitability in Indonesia. Journal of Islamic Economic Laws, 5(1), 38–60. doi:10.23917/jisel.v5i1.17181 Feldmann, H. (2012). Banking deregulation around the world, 1970s to 2000s: The impact on unemployment. International Review of Economics and Finance, 24, 26–42. doi:10.1016/j.iref.2012.01.003 Folawewo, A. O., & Adeboje, O. M. (2017). Macroeconomic determinants of unemployment: Empirical evidence from economic community of West African States. African Development Review, 29(2), 197–210. doi:10.1111/1467-8268.12250 Göçer, İ. (2013). Relation between bank loans and unemployment in the European Countries. Europan Academic Research, 1(6), 981-995. Hassanein, A., & Mostafa, M. M. (2023). Bibliometric network analysis of thirty years of Islamic banking and finance scholarly research. Quality and Quantity, 57(3), 1961–1989. Doi:10.1007/s11135-022-01453-2 Kayed, R. N., & Hassan, M. K. (2011). The global financial crisis and Islamic finance. Thunderbird International Business Review, 53(5), 551–564. doi:10.1002/tie.20434 Khairina, N. N., Syarief, M. E., & Setiawan. (2020). Peran perbankan Syariah dalam penyerapan tenaga kerja pada sektor riil. Human Falah: Jurnal Ekonomi dan Bisnis Islam, 7(1), 117–137. doi:10.30829/hf.v7il.6812 Kongolo, M. (2019). Job creation versus job shedding and the role of SMEs in economic development. Global Journal of Business Management, 13(7), 1–8. Lyu, H., Dong, Z., Roobavannan, M., Kandasamy, J., & Pande, S. (2019). Rural unemployment pushes migrants to urban areas in Jiangsu Province, China. Palgrave Communications, 5(1). doi:10.1057/s41599-019-0302-1 Manser, M. E., & Picot, G. (1999). The role of self-employment in U.S. and Canadian job growth. Monthly Labor Review, 122(4), 10–23. Mucuk, M., & Demirsel, M. T. (2013). The effect of foreign direct investments on unemployment: Evidence from panel data for seven developing countries. Journal of Business, Economics & Finance, 2(3), 53–66. Mumani, H. F. (2014). Islamic finance for SMEs in Jordan. Thesis of Master of Science in Banking and Finance, Eastern Mediterranean University. Nasr, S., & Rostom, A. M. (2013). SME contributions to employment, job creation, and growth in the Arab World. Policy Research Working Paper. doi:10.2139/ssrn.2361164 Neumark, D., Wall, B., & Zhang, J. (2011). Do small businesses create more jobs? New evidence for the United States from the National Establishment Time Series. The Review of Economics and Statistics, 93(1), 16–29. doi:10.1162/REST_a_00060 Oyelana, A. A., & Adu, E. O. (2015). Small and medium enterprises (SMEs) as a means of creating employment and poverty reduction in fort beaufort, Eastern Cape Province of South Africa. Journal of Social Sciences, 45(1), 8–15. doi:10.1080/09718923.2015.11893481 Ritsilä, J., & Tervo, H. (2002). Effects of unemployment on new firm formation: Micro-level panel data evidence from Finland. Small Business Economics, 19(1), 31–40. doi:10.1023/A:1015734424259 Roodman, D. (2009). How to do xtabond2: An introduction to difference and system GMM in Stata. Stata Journal, 9(1), 86–136. doi:10.1177/1536867x0900900106 Saifurrahman, A., & Kassim, S. (2021). Islamic financial literacy for Indonesian MSMEs during COVID-19 Pandemic: Issues and importance. Journal of Islamic Finance, 10(1), 45–60. Shabbir, G., Anwar, S., Hussain, Z., & Imran, M. (2011). Contribution of financial sector development in reducing unemployment in Pakistan. International Journal of Economics and Finance, 4(1), 260-268. doi:10.5539/ijef.v4n1p260 Sherif, S. (2013). Macroeconomic policy, localization and reducing unemployment: The crucial human resource issues for the UAE. Competitiveness Review, 23(2), 158–174. doi: /10.1108/10595421311305352 Siddiqui, D. A., & Ahmed, Q. M. (2013). The effect of institutions on economic growth: A global analysis based on GMM dynamic panel estimation. Structural Change and Economic Dynamics, 24, 18–33. doi:10.1016/j.strueco.2012.12.001 Singh, R. (2018). The cause of unemployment in current market scenario. Vivechan International Journal of Research 9(1), 81-86. Startiene, G., & Remeikiene, R. (2009). The influence of demographical factors on the interaction between entrepreneurship and unemployment. Inžinerinė Ekonomika, 4, 60–70. Syed, A. A. S. G., Shah, N., Shaikh, K. H., Ahmadani, M. M., & Shaikh, F. M. (2012). Impact of SMEs on employment in textile industry of Pakistan. Asian Social Science, 8(4), 131–142. doi:10.5539/ass.v8n4p131 Thurik, A. R., Carree, M. A., van Stel, A., & Audretsch, D. B. (2008). Does self-employment reduce unemployment? Journal of Business Venturing, 23(6), 673–686. doi:10.1016/j.jbusvent.2008.01.007
One of the contributions of the Islamic banking sector to Indonesia’s economy is channeling funds to MSMEs in the form of financing since a number of them could not access financial services. Interestingly, the MSMEs grew as the Islamic Banking sector rose. However, no single study analyzes such an impact on unemployment in both rural and urban areas. This paper aimed to reveal the effect of MSMEs financing in Islamic banks on unemployment in Indonesia. It further aimed to discover such an effect on unemployment in Indonesia's urban and rural areas separately. Dynamic panel GMM two-step analysis is used in this research to estimate cross-province data in Indonesia between 2010 and 2019. The results of the study reveal that MSMEs financing in Islamic Banks contributed significantly to the reduction of unemployment in Indonesia as a whole. It is also found that the unemployment in urban areas is reduced by MSMEs financing in Islamic Banks. On the other hand, there is no significant relationship between MSMEs financing in Islamic Banks and unemployment in rural areas. These findings can be the basis for Islamic banks to increase MSMEs financing and for the government to expand Islamic banks' role in every part of Indonesia to reduce unemployment, especially in rural areas. Keywords: MSMEs Financing, Islamic Bank, Unemployment, Urban, Rural. ABSTRAK Salah satu kontribusi sektor perbankan syariah dalam perekonomian Indonesia adalah penyaluran dana kepada UMKM dalam bentuk pembiayaan, karena beberapa dari mereka tidak dapat mengakses layanan keuangan. Menariknya, UMKM tumbuh seiring dengan bangkitnya sektor Perbankan Syariah. Namun, tidak ada satu studi pun yang menganalisis dampak tersebut terhadap pengangguran di pedesaan dan perkotaan. Penelitian ini bertujuan untuk mengungkap pengaruh pembiayaan UMKM di bank syariah terhadap pengangguran di Indonesia. Hal ini bertujuan untuk mengetahui lebih jauh pengaruh tersebut terhadap pengangguran di daerah perkotaan dan pedesaan secara terpisah di Indonesia. Analisis dua langkah GMM panel dinamis digunakan untuk mengestimasi data lintas provinsi di Indonesia antara tahun 2010 dan 2019. Hasilnya mengungkapkan bahwa pembiayaan UMKM di Bank Syariah berkontribusi signifikan terhadap pengurangan pengangguran di Indonesia secara keseluruhan. Ditemukan juga bahwa pengangguran di perkotaan berkurang dengan pembiayaan UMKM di Bank Syariah. Di sisi lain, tidak ada hubungan yang signifikan antara pembiayaan UMKM di bank syariah dengan pengangguran di pedesaan. Hasil penelitian ini dapat menjadi dasar bagi bank-bank syariah dalam meningkatkan porsi pembiayaan UMKM dan dasar bagi pemerintah untuk memperluas peran perbankan syariah di seluruh bagian Indonesia untuk mengurangi pengangguran, khususnya di area pedesaan. Kata Kunci: Pembiayaan UMKM, Bank Syariah, Pengangguran, Perkotaan, Pedesaan. REFERENCES Abisuga-Oyekunle, O. A., Patra, S. K., & Muchie, M. (2020). SMEs in sustainable development: Their role in poverty reduction and employment generation in sub-Saharan Africa. African Journal of Science, Technology, Innovation and Development, 12(4), 405–419. doi:10.1080/20421338.2019.1656428 Alaabed, A., Masih, M., & Mirakhor, A. (2016). Investigating risk shifting in Islamic banks in the dual banking systems of OIC member countries: An application of two-step dynamic GMM. Risk Management, 18(4), 236–263. doi:10.1057/s41283-016-0007-3 Almula-Dhanoon, M., Dhannoon, M. A. M., Al-Salman, M. M., & Hammadi, M. F. (2020). Do FDI and domestic investment affect unemployment in MENA countries? Dynamic panel data analysis. Journal of Contemporary Iraq and the Arab World, 14(3), 223–236. doi:10.1386/jciaw_00031_1 Apergis, N., & Ozturk, I. (2015). Testing environmental Kuznets curve hypothesis in Asian countries. Ecological Indicators, 52, 16–22. doi:10.1016/j.ecolind.2014.11.026 Arslan, M., & Zaman, R. (2014). Unemployment and its determinant: A study of Pakistan economy (1999-2010). Journal of Economics and Sustainable Development, 5(13), 20–25. Ayyagari, M., Demirguc-Kunt, A., & Maksimovic, V. (2011). Small vs. young firms across the world: contribution to employment, job creation, and growth. World Bank Policy Research Working Paper Series, 1–57. doi:10.1596/1813-9450-5631 Azolibe, C. B., Dimnwobi, S. K., & Uzochukwu-Obi, C. P. (2022). The determinants of unemployment rate in developing economies: does banking system credit matter? Journal of Economic and Administrative Sciences. doi:10.1108/jeas-01-2022-0021 Baumol, W. J., Litan, R. E., Schramm, C. J., & Strom, R. J. (2011). Innovative entrepreneurship and policy: Toward initiation and preservation of growth. The Economics of Small Businesses, 3–23. doi:10.1007/978-3-7908-2623-4_1 Bayrak, R., & Tatli, H. (2018). The determinants of youth unemployment: A panel data analysis of OECD countries. The European Journal of Comparative Economics, 15(2), 231–248. doi:10.25428/1824-2979/201802-231-248 Benbekhti, S. E., Boulila, H., & Bouteldja, A. (2021). Islamic finance, small and medium enterprises and job creation in Turkey: An empirical evidence (2009-2017). International Journal of Islamic Economics and Finance (IJIEF), 4, 41-62. doi:10.18196/ijief.v4i0.10490 Blanchflower, D. G., & Meyer, B. D. (1994). A longitudinal analysis of the young self-employed in Australia and the United States. Small Business Economics, 6(1), 1–19. doi:10.1007/BF01066108 Badan Pusat Statistik/BPS. (2021). Keadaan angkatan kerja di Indonesia. Retrieved from https://www.bps.go.id/publication/2021/12/07/ee355feea591c3b6841d361b/keadaan-angkatan-kerja-di-indonesia-agustus-2021.html Chapra, M. U. (2011). The global financial crisis: Can Islamic finance help? In: Langton, J., Trullols, C., Turkistani, A.Q. (eds) Islamic Economics and Finance (pp. 135-132). London: IE Business Publishing. doi:10.1057/9780230361133_5 Dusuki, A. W. (2008). Banking for the poor: The role of Islamic banking in microfinance initiatives. Humanomics, 24(1), 49–66. doi:10.1108/08288660810851469 Edmiston, K. D. (2007). The role of small and large businesses in economic development. SSRN Electronic Journal, 73-97. doi:10.2139/ssrn.993821 Elasrag, H. (2016). Islamic Finance for SMES. SSRN Electronic Journal. doi:10.2139/ssrn.2842160 Faggio, G., & Silva, O. (2014). Self-employment and entrepreneurship in urban and rural labour markets. Journal of Urban Economics, 84, 67–85. doi:10.1016/j.jue.2014.09.001 Fajri, M. Z. N., Muhammad, A. A., Umam, K., Putri, L. P., & Ramadhan, M. A. (2022). The effect covid-19 and sectoral financing on Islamic bank profitability in Indonesia. Journal of Islamic Economic Laws, 5(1), 38–60. doi:10.23917/jisel.v5i1.17181 Feldmann, H. (2012). Banking deregulation around the world, 1970s to 2000s: The impact on unemployment. International Review of Economics and Finance, 24, 26–42. doi:10.1016/j.iref.2012.01.003 Folawewo, A. O., & Adeboje, O. M. (2017). Macroeconomic determinants of unemployment: Empirical evidence from economic community of West African States. African Development Review, 29(2), 197–210. doi:10.1111/1467-8268.12250 Göçer, İ. (2013). Relation between bank loans and unemployment in the European Countries. Europan Academic Research, 1(6), 981-995. Hassanein, A., & Mostafa, M. M. (2023). Bibliometric network analysis of thirty years of Islamic banking and finance scholarly research. Quality and Quantity, 57(3), 1961–1989. Doi:10.1007/s11135-022-01453-2 Kayed, R. N., & Hassan, M. K. (2011). The global financial crisis and Islamic finance. Thunderbird International Business Review, 53(5), 551–564. doi:10.1002/tie.20434 Khairina, N. N., Syarief, M. E., & Setiawan. (2020). Peran perbankan Syariah dalam penyerapan tenaga kerja pada sektor riil. Human Falah: Jurnal Ekonomi dan Bisnis Islam, 7(1), 117–137. doi:10.30829/hf.v7il.6812 Kongolo, M. (2019). Job creation versus job shedding and the role of SMEs in economic development. Global Journal of Business Management, 13(7), 1–8. Lyu, H., Dong, Z., Roobavannan, M., Kandasamy, J., & Pande, S. (2019). Rural unemployment pushes migrants to urban areas in Jiangsu Province, China. Palgrave Communications, 5(1). doi:10.1057/s41599-019-0302-1 Manser, M. E., & Picot, G. (1999). The role of self-employment in U.S. and Canadian job growth. Monthly Labor Review, 122(4), 10–23. Mucuk, M., & Demirsel, M. T. (2013). The effect of foreign direct investments on unemployment: Evidence from panel data for seven developing countries. Journal of Business, Economics & Finance, 2(3), 53–66. Mumani, H. F. (2014). Islamic finance for SMEs in Jordan. Thesis of Master of Science in Banking and Finance, Eastern Mediterranean University. Nasr, S., & Rostom, A. M. (2013). SME contributions to employment, job creation, and growth in the Arab World. Policy Research Working Paper. doi:10.2139/ssrn.2361164 Neumark, D., Wall, B., & Zhang, J. (2011). Do small businesses create more jobs? New evidence for the United States from the National Establishment Time Series. The Review of Economics and Statistics, 93(1), 16–29. doi:10.1162/REST_a_00060 Oyelana, A. A., & Adu, E. O. (2015). Small and medium enterprises (SMEs) as a means of creating employment and poverty reduction in fort beaufort, Eastern Cape Province of South Africa. Journal of Social Sciences, 45(1), 8–15. doi:10.1080/09718923.2015.11893481 Ritsilä, J., & Tervo, H. (2002). Effects of unemployment on new firm formation: Micro-level panel data evidence from Finland. Small Business Economics, 19(1), 31–40. doi:10.1023/A:1015734424259 Roodman, D. (2009). How to do xtabond2: An introduction to difference and system GMM in Stata. Stata Journal, 9(1), 86–136. doi:10.1177/1536867x0900900106 Saifurrahman, A., & Kassim, S. (2021). Islamic financial literacy for Indonesian MSMEs during COVID-19 Pandemic: Issues and importance. Journal of Islamic Finance, 10(1), 45–60. Shabbir, G., Anwar, S., Hussain, Z., & Imran, M. (2011). Contribution of financial sector development in reducing unemployment in Pakistan. International Journal of Economics and Finance, 4(1), 260-268. doi:10.5539/ijef.v4n1p260 Sherif, S. (2013). Macroeconomic policy, localization and reducing unemployment: The crucial human resource issues for the UAE. Competitiveness Review, 23(2), 158–174. doi: /10.1108/10595421311305352 Siddiqui, D. A., & Ahmed, Q. M. (2013). The effect of institutions on economic growth: A global analysis based on GMM dynamic panel estimation. Structural Change and Economic Dynamics, 24, 18–33. doi:10.1016/j.strueco.2012.12.001 Singh, R. (2018). The cause of unemployment in current market scenario. Vivechan International Journal of Research 9(1), 81-86. Startiene, G., & Remeikiene, R. (2009). The influence of demographical factors on the interaction between entrepreneurship and unemployment. Inžinerinė Ekonomika, 4, 60–70. Syed, A. A. S. G., Shah, N., Shaikh, K. H., Ahmadani, M. M., & Shaikh, F. M. (2012). Impact of SMEs on employment in textile industry of Pakistan. Asian Social Science, 8(4), 131–142. doi:10.5539/ass.v8n4p131 Thurik, A. R., Carree, M. A., van Stel, A., & Audretsch, D. B. (2008). Does self-employment reduce unemployment? Journal of Business Venturing, 23(6), 673–686. doi:10.1016/j.jbusvent.2008.01.007
Research background: The global COVID-19 pandemic, which started in the first quarter of 2020, triggered unprecedented economic challenges, prompting governments worldwide to implement intervention measures to mitigate its impacts on business and employment. Without the state’s financial help, many companies were forced to lay off their employees. Among these measures was the First Aid intervention program introduced in Slovakia in April 2020, aimed at providing financial support to companies facing operational disruptions and potential layoffs of their employees. Purpose of the article: This study assesses the impact of the First Aid intervention program during the COVID-19 pandemic on unemployment in selected sectors, with an emphasis on the financial aspect, emphasising the international relevance and long-term implications of the state intervention in the crisis period. By analysing its effectiveness in preserving jobs and mitigating unemployment in selected sectors, the research seeks to offer valuable insights that can inform crisis response strategies and labour market policies in the country and beyond national borders. Methods: Employing a counterfactual approach, we quantify the financial consequence of the First Aid+ intervention program on the state budget, comparing unemployment costs against the benefits of maintaining employment in targeted sectors. Through this methodological framework, we aim to provide a replicable model for evaluating the efficacy of intervention programs in different socio-economic contexts. Findings & value added: Our analysis reveals not only the immediate impacts of the First Aid+ program on mitigating unemployment during the pandemic, but also its broader implications for policy and crisis management strategies. By elucidating the cost-benefit analysis of intervention measures, the research contributes to the effective labour market policies in times of crisis.
In general, foreign direct investments (FDIs) play a crucial role in driving a country’s economic development, promoting diversification, and enhancing competitiveness. The Gulf Cooperation Council (GCC) countries, which heavily rely on the oil and gas sectors, are particularly vulnerable to fluctuations in commodity prices. However, these countries have recognized the imperative of economic diversification and have increasingly turned to inward FDIs to achieve it. By attracting capital, advanced technology, and expertise from foreign investors, FDIs enable the GCC countries to expand their economic base beyond the oil and gas sectors. This diversification not only creates employment opportunities but also fosters resilient economic growth, ultimately leading to an improvement in the living standards of the local population. This study investigates the macroeconomic and environmental factors that potentially attract foreign direct investment (FDI) inflows into the Gulf Cooperation Council (GCC) countries in the long run. Additionally, the study explores the causal relationship between these factors and FDI inflows. The panel autoregressive distributed lag (ARDL) approach to co-integration is the primary analytical technique used, utilizing long time-series data from six GCC countries, including Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, and the United Arab Emirates (UAE) during the period 1990–2019. The empirical results indicate that, in the long run, almost all independent variables significantly influence FDI in GCC countries. Variables such as GDP growth (GDPG), inflation (INFL), carbon dioxide emissions (CO2), and urbanization (URB) are found to be highly significant (p≤0.01) in their impact on FDI. Moreover, unemployment (UNEMP) also positively and significantly influences FDI in these countries in the long run. Based on the key findings, strategies aimed at reducing persistently high unemployment rates, maintaining population growth, viewing FDI as a driver for GDP growth, and continuing with infrastructure development and urbanization are expected to attract more FDI inflows into GCC countries in the long run. Additionally, fostering both long-term economic incentives and creating a conducive business infrastructure for investors are vital for attracting inward FDI into any nation, including those in the GCC. This research would benefit various stakeholders, including governments, local businesses, investors, academia, and the local society, by providing valuable knowledge and informing decision-making processes related to economic development, diversification, and investment promotion.
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