Fiscal Policy and Her Roles in Stimulating Output Growth in Cambodia: Bayesian Inference Based on BMA and MCMC Simulation

Authors: 
Monorith Sean, Chanmary Yim
DOI Number: 
http://doi.org/10.31039/jomeino.2020.4.2.7
Abstract: 
This research paper aims to examine the impact of fiscal policy on Cambodia’s economic growth. More than that, this research also figures out fiscal stance on whether fiscal policy in Cambodia is contractionary or expansionary to stimulate the economy over the past two decades. Due to the limited observation, from 1994 through 2019, a totally of 26 years, this study employs Bayesian inference based on Bayesian Model Averaging (BMA) and Markov Chain Monte Carlo (MCMC) which uses Gibb Sampling to approximate posterior mean. By comparing these two approaches, the empirical results are identical. The empirical result revealed that Def, Debt, Faids, Er and Ex which represent government deficit, public debt, foreign aid, nominal exchange rate (KHR/USD) and export, respectively, are positive correlation with output growth in Cambodia. The increase in the deficit, public debt and foreign aid, means the government utilizes the fiscal policy to fine-tune the economy. Furthermore, this study also confirms that fiscal policy in Cambodia is conducted as a consolidated and stabilized policy. It can be concluded that the increase in the deficit, public debt, and foreign debt could stimulate the economy during the recession period where fiscal policy is acted as expansionary policy. During a post-recession, on the other hand, Royal Government of Cambodia (RGC) will conduct a contractionary fiscal policy to cool down the economy especially when the economy is overheating.
Keywords: 
MCMC, BMA, Fiscal Policy, Contractionary, Expansionary.
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Ahmad, S. A. (2010). The effects of fiscal policy on economic growth: empirical evidences based on time series data from Pakistan. The Pakistan Development Review, 497-512. https://www.jstor.org/stable/41428671
Abdon A., Estrada, G, & Lee M. (2015). Fiscal policy and growth in developing Asia. Routledge.
Bhattarai, B. P. (2009). Foreign aid and growth in Nepal: An empirical analysis. The Journal of Developing Asia, 42(2), 283-302. https://doi.org/10.1353/jda.0.0026
Bradley P. Carlin and Chib, S. (1995). Bayesian model choice via Markov chain Monte Carlo Methods. Journal of the Royal Statistical Society, 57(3), 473-484. https://doi.org/10.1111/j.2517-6161.1995.tb02042.x
CFI. (2020). Keynesian economic theory: exploring the governments’ role during economic recession. Corporate Finance Institute (CFI) Education Inc. https://corporatefinanceinstitute.com/resources/knowledge/economics/keyn...
Charles, T. (2017). The impact of foreign aid on the economic growth of Cameroon (1960-2013) using a multivariate autoregressive model. Available at SSRN. http://dx.doi.org/10.2139/ssrn.2948664
Elmendorf, D. W., & Mankiw, N. G. (1999). Government debt. In J. B. Taylor, & M. Woodford, Handbook of macroeconomics (pp. 1615-1669), Volume 1, Part C, Elsevier. https://doi.org/10.1016/S1574-0048(99)10038-7
The General Department of Taxation. (2014). Revenue mobilization strategy (RMS) 2014-2018. The General Department of Taxation, Phnom Penh, Cambodia.
Gerson, P. R. (1998). The impact of fiscal policy variables on output growth. Working Paper No. 98/1, International Monetary Fund.
Gómez-Puig, M., and Sosvilla-Rivero, S. (2018). Public debt and economic growth: further evidence for Euro area. Acta Oeconomica, 68(2), 209-229. https://doi.org/10.1556/032.2018.68.2.2
Hussain, M. E., & Haque, M. (2017). Fiscal deficit and its impact on economic growth: Evidence from Bangladesh. Economies, 5(4), Article 37. https://doi.org/10.3390/economies5040037
Hossein Jailian, H., Sophal, C., Reyes, G., & Hang, S. H. (2009). Global financial crisis discussion series. Paper:4: Cambodia, The Overseas Development Institute (ODI), London. https://cdn.odi.org/media/documents/4323.pdf
Koffi, S. (2019). Nonlinear impact of public debt on economic growth: Evidence from Sub-Saharan African Countries. MPRA Paper No. 96067.
https://mpra.ub.uni-muenchen.de/96067/
Thian-Hee Yiew, T-H., & Lau, E. (2018). Does foreign aid contribute to or impeded economic growth? Journal of International Studies, 11(3), 21-30. https://doi.org/10.14254/2071- 8330.2018/11-3/2
Matalah, A. M. (2017). Does fiscal policy spur economic growth? empirical evidence from Algeria. Theoretical and Applied Economics, 24(3), 125-146.
MEF. (2019a). Cambodia macroeconomic monitoring. Ministry of Economy and Finance, Phnom Penh, Cambodia.
MEF. (2019b). Table of finance and economy. Ministry of Economy and Finance, Phnom Penh, Cambodia.
Hokmeng. H., & Moolio, P. (2015). The impact of foreign aid on economic growth in Cambodia: A Co-integration Approach. KASBIT Business Journal (KBJ), 8(1), 4-25.
NBC. (2019a). Macroeconomic and banking assessment. National Bank of Cambodia, Phnom Penh, Cambodia.
NBC. (2019b). Monetary survey. National Bank of Cambodia, Phnom Penh, Cambodia.
PFM, P. F. (2016). PFM reform and program budgeting in Cambodia. Ministry of Economy and Finance, Phnom Penh, Cambodia.
Quy, N. H. (2016). Foreign aid and economic growth in Vietnam: Empirical study and policy implications. Public Administration Research, 5(2), 53-58. http://dx.doi.org/10.5539/par.v5n2p53
Rocca, J. (2019, July 01). Bayesian inference problem, MCMC and variational inference,
Towards data science. Retrieved https://towardsdatascience.com/bayesian-inference-problem-mcmc-and-varia...
Agunbiade, O., & Salam, M. (2018). Impact of foreign aid on the economic development of Nigeria: 1986 -2016. Journal of Economics and Sustainable Development, 9(18), 69-80.
Sanusi, K. H., Hassan, A. S., & Meyer, D. F. (2019). Non-linear effects of public debt on economic growth in Southern Africa Development Community (SADC). International Journal of Economics and Management Journal, 13(1), 193-202.
Surjaningsih, N., Utari, G. A. D., & Trisnanto, B. (2012). The impact of fiscal policy on the output and inflation. Buletin Ekonomi Moneter dan Perbankan, 14(4), 367-396. https://doi.org/10.21098/bemp.v14i4.409
World Bank. (2018). Cambodia economic update: Recent Economic Developments and Outlook, The World Bank. http://hdl.handle.net/10986/29811
Zeugner, S. (2011). Bayesian model averaging with BMS. Tutorial to the R-package BMS 1e30.

Page: 
109-129.
Issue: 
Volume 4, Number 2, May-August 2020
Content Status: 
Published