Journal Articles
"Capital Inflows and Growth in Emerging Market and Developing Economies" (with Erdal Özmen), 2026, Open Economies Review, Forthcoming.
Abstract: This study investigates whether the long-run and short-run impacts of capital inflows and their main components (portfolio equity, FDI and other investments) are expansionary or contractionary in emerging market and developing economies (EMDE). In this context, we also consider the key main growth determinants suggested by the endogenous growth theory along with variables representing global financial conditions and capital openness. To investigate the impacts of capital inflows and their main components on growth, we employ both fully-modified ordinary least squares and panel autoregressive distributed lag estimation methods. The estimation results suggest the presence of cointegration between the variables and support the convergence hypothesis. We find that all types of capital inflows, except portfolio equity, are expansionary both in the short and long-run. Portfolio equity inflows tend to enhance economic growth only in the long-run. Moreover, the impacts of foreign and domestic savings on growth indicate that they are complementary rather than substitutes. Finally, our findings suggest that capital inflows encourage growth in good times but dampens in bad times leading to magnify the amplitude of boom and bust cycles.
Abstract: We investigate the relationship between financialization and growth in advanced economies (AE) and emerging market and developing economies (EMDE). Our dynamic panel threshold estimation results suggest that the growth-enhancing effect of domestic financialization, proxied by financial development (FD), is much higher in EMDE with lower levels of FD, but FD impedes growth in AE, where FD is already high. International financialization, measured by international financial integration (IFI), can be used as an endogenously estimated threshold, which suggests that FD enhances growth in less financially integrated EMDE but hinders it in more financially integrated AE. Governance is also a threshold in EMDE, where the growth-enhancing effect of FD is significantly stronger when institutional quality is better. Our results imply that, to fully realize the growth benefits of financialization, policy makers should focus on strengthening institutions and implementing policies that attract more stable financial flows.
"Globalisation, Financialisation and Endogenous Thresholds for Premature Deindustrialisation " (with Erdal Özmen and Seda Ekmen Özçelik), 2025, International Journal of Finance & Economics, 30(4), 3411-3430.
Abstract: We investigate the pattern and determinants of premature deindustrialisation (PD) for a large panel of advanced, emerging and developing economies. We consider the impacts of international financial integration (de facto financial globalisation), capital account openness (de jure financial globalisation) and financialisation which are often neglected by the literature along with the conventional determinants of industrialisation. The recent literature often employs conventional fixed-effects panel data estimation procedures to estimate and test the postulated inverted-U relationship between manufacturing value-added share in GDP and real income. We employ non-parametric kernel regression to identify the pattern between these variables. In addition, this study analyses the determinants of industrialisation not only by employing the generalised method of moments procedure but also the recent methods allowing to estimate endogenous thresholds. In this context, we also examine whether income and globalisation provide endogenous thresholds for the effect of income on the processes of industrialisation and PD for our samples.
"Exchange rate regimes as thresholds: The main determinants of capital inflows in emerging market economies" (with Erdal Özmen), 2023, Borsa Istanbul Review, Vol. 23, No. 6, pp. 1282-1288.
"Globalisation and governance: Thresholds for the impacts of the main determinants of capital inflows? " (with Erdal Özmen), 2024, International Review of Economics & Finance, Vol. 92, 168-176.
"Do human capital and governance thresholds matter for the environmental impact of FDI? The evidence from MENA countries" (with Seda Ekmen Özçelik), 2023, Environmental Science and Pollution Research, Vol. 30, pp. 41741–41754.
Abstract: This paper studies whether foreign direct investment (FDI)-CO2 emissions relationship may change depending on the data-driven estimated threshold levels for the country characteristics (CC) including human capital and governance in a sample of 13 Middle East and North Africa (MENA) economies during the 1996–2019 period. Our results strongly suggest that endogenously estimated CC thresholds matter for the impact of FDI on CO2 emissions. The pollution haven hypothesis, which maintains that FDI is associated with higher levels of pollution, appears to be valid for economies with weak CC. In addition to this, the pollution halo argument suggesting FDI lowers the emissions appears to be hold in countries with strong CC. The results in this study may indicate that policies aiming to improve human capital and governance may be expected not only to increase the economic benefits of FDI in terms of growth but also mitigate the negative environmental impacts of FDI in the MENA region.
"International Financial Integration: Too Much?”, 2023, Borsa Istanbul Review, Vol. 23 No. 2, pp. 402-411.
"Endogenous thresholds for the determinants of FDI inflows: Evidence from the MENA countries", 2022, International Journal of Emerging Markets, Vol. 17 No. 3, pp. 683-704.
Purpose: This paper investigates the main drivers of foreign direct investment (FDI) inflows for a balanced panel of 11 Middle East and North Africa (MENA) economies over the 1995–2017 annual period. The author postulates that the impacts of the main pull (growth) and push (global financial conditions, GFC) factors may not be invariant to endogenously estimated thresholds for structural domestic conditions (SDCs) including trade and capital account openness, financial development, human capital (HC) and natural resource endowments.
Design/methodology/approach: The author investigates whether the main SDC provide endogenous thresholds for the impacts of basic pull and push factors on FDI inflows for the MENA sample by employing panel fixed effects threshold procedure of Hansen (1999). As a robustness check, the author also present the results of the dynamic panel data two-step system generalized method of moments (GMM) estimation, which explicitly consider the potential endogeneity of SDC along with main pull factor for the evolution of FDI inflows.
Findings: Growth, GFC and SDC are important drivers of FDI inflows. The impacts of SDC tend to be higher in countries with higher financial depth, openness to international trade and finance and lower natural resource and HC endowments. The sensitivities of FDI inflows to GFC are substantially higher in the countries which are more open to international trade and capital flows and higher levels of financial depth. FDI inflows are found to be pro-cyclical and this pro-cyclicality tends to be much higher for the episodes exceeding the SDC thresholds.
Practical implications: Improving SDC including higher openness to international trade and finance and financial development may be effective in encouraging FDI inflows. The findings support an argument that, better SDC are crucially important not only for attracting FDI but also achieving the growth benefits of FDI inflows. Therefore, improving SDC appears to be an important growth-oriented policy agenda for emerging market and developing economies (EMDEs) including MENA.
Originality/value: The impacts of the main push and pull factors on FDI (and capital) inflows may be nonlinear. The literature often tackles the nonlinearity issue either by some interaction specifications or imposing exogenous thresholds. The literature, however, is yet to comprehensively investigate whether the main SDC provide endogenous thresholds for the impacts of basic pull and push factors. The author aims to contribute to the literature by estimating endogenous SDC threshold levels for the impacts of the main determinants of FDI flows for MENA.
"Industrialization, servicification, and environmental Kuznets curve: non-linear panel regression analysis", 2022, Environmental Science and Pollution Research, Vol. 29 No.5, pp.6389-6398.
"Gross capital inflows and outflows: Twins or distant cousins?" (with Erdal Özmen), 2021, Economic Systems, Vol. 45 No.3, pp. 100881.
Working Papers:
“Globalisation and Governance: Thresholds for the Impacts of the Main Determinants of Capital Inflows?” (with Erdal Özmen), METU ERC Working Paper.
"Exchange Rate Regimes as Thresholds: The Main Determinants of Capital Inflows in Emerging Market Economies” (with Erdal Özmen), METU ERC Working Paper.
"Gross Capital Inflows and Outflows: Twins or Distant Cousins? " (with Erdal Özmen), METU ERC Working Paper.
"Financialization, Growth, and the Resource Curse: Evidence from the MENA Region" (with Erdal Özmen), ERF Working Paper.
"Do human capital and governance thresholds matter for the environmental impact of FDI? The evidence from MENA countries" (with Seda Ekmen Özçelik), ERF Working Paper.
Publications in Turkish Journals:
"The incidence of the global financial crisis revisited: Financial and trade linkages" (with Erdal Özmen), 2025, METU Studies in Development, Vol. 52, No. 2, 403-420.
"Regional Financial Integration and Financial Development: Evidence From Euro-South-Med Region" (with Erdal Özmen), 2025, Efil Journal of Economic Research, Vol. 8, No. 2, 10-29.
"Enflasyon-Büyüme İlişkisinde Enflasyon Düzeyi ve Uygulanan Döviz Kuru Rejimi Önemli Midir?" (with Tuğba Sağlamdemir), 2023, İnsan ve Toplum Bilimleri Araştırmaları Dergisi, Cilt.12, Sayı.2, 761-778.
"Exchange Rate Regimes and Business Cycles", 2023, Efil Journal of Economic Research, Vol. 6, No. 3, pp. pp. 50-67.
"Financial Globalization and Growth: The Impacts of Financial Development and Governance", 2023, World Journal of Applied Economics, Vol. 9, No. 1, 99-111.
"The Main Determinants of Capital Inflows in Emerging Market Economies: Does the Exchange Rate Regime Matter?", 2020, World Journal of Applied Economics, Vol.6 No.2, pp.163-167.