The VECM implementation for measuring the impact of monetary variables on Indonesia Property Prices Index
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DOIhttp://dx.doi.org/10.21511/imfi.21(4).2024.07
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Article InfoVolume 21 2024, Issue #4, pp. 79-89
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Creative Commons Attribution 4.0 International License
The basic human need for housing makes property investment safer than other sectors because demand tends to be stable despite changing economic conditions. The decision to invest is influenced by various aspects, including economic variables, including GDP, property credit growth, non-performing loans (NPLs), interest rates, exchange rates, and money supply, which are then examined for their influence on the Residential Property Price Index (RPPI) in Indonesia through this research using a Vector Error Correction Model (VECM) with quarterly data from 2003 to 2022. The findings show that GDP, interest rates, and money supply have a significant long-term impact on the RPPI. In the short-term, GDP and property credit growth have a negative impact on RPPI, while NPL and exchange rate do not. Causality tests indicate a bidirectional relationship between NPL and GDP with RPPI, with probability values exceeding 0.05. This study provides valuable insights into the monetary factors affecting residential property prices and suggestions for future research.
Acknowledgment
The authors gratefully acknowledge Ahmad Dahlan University for the support and facilities provided in conducting this research. They also greatly appreciate the academic resources that supported the data collection process and careful analysis of our findings. Besides, the authors express their gratitude to Bank Indonesia and Badan Pusat Statistik for their invaluable contribution to the data used in this research.
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JEL Classification (Paper profile tab)R21, E44, E52, G21
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References45
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Tables4
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Figures0
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- Table 1. Results of the augmented Dickey-Fuller unit root test for stationarity
- Table 2. Lag order selection criteria
- Table 3. Granger causality test results
- Table 4. VECM test result on RPPI
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- Adams, Z., & Füss, R. (2010). Macroeconomic determinants of international housing markets. Journal of Housing Economics, 19(1), 38-50.
- Akkay, R. C. (2021). The Macroeconomic Determinants of the Housing Prices in Turkey. Erciyes University Journal of Faculty of Economics and Administrative Sciences, 58, 241-264.
- Alvan Bozdereli, A., & Rahmatzada, Q. (2022). Relationship between residential property prices and macroeconomıc variables in Turkey. Applied Economics Letters, 31(8), 743-749.
- Anundsen, A. K., Gerdrup, K., Hansen, F., & Kragh-Sorensen, K. (2016). Bubbles and Crises: The Role of House Prices and Credit. Journal of Applied Econometrics, 31, 1291-1311.
- Azwan, N. I., & Masih, M. (2019). Is the relationship between housing price and banking debt symmetric or non-symmetric? Evidence from Malaysia based on NARDL. In Munich Personal RePEc Archive (Issue 94685).
- Bahmani-Oskooee, M., Ghodsi, H., Hadzic, M., & Marfatia, H. (2023). Asymmetric relationship between money supply and house prices in states across the U.S. Applied Economics, 55(31), 3580-3608.
- Bank Indonesia. (2023). Survei Harga Properti Residensial (Survey of Residential Property Prices).
- Belke, A., & Keil, J. (2018). Fundamental Determinants of Real Estate Prices: A Panel Study of German Regions. International Advances in Economic Research, 24(1), 25-45.
- Beltratti, A., & Morana, C. (2010). International house prices and macroeconomic fluctuations. Journal of Banking and Finance, 34(3), 533-545.
- Ben Salem, S., Labidi, M., & Mansour, N. (2020). Empirical evidence on Non-Performing Loans and credit frictions: banking sector in Tunisia. International Journal of Financial, Accounting, and Management, 2(3), 171-183.
- Bhatt, V., & Kishor, N. K. (2022). Role of credit and expectations in house price dynamics. Finance Research Letters, 50, 103203.
- Bouchouicha, R., & Ftiti, Z. (2012). Real estate markets and the macroeconomy: A dynamic coherence framework. Economic Modelling, 29(5), 1820-1829.
- Che, X., Li, B., Guo, K., & Wang, J. (2011). Property prices and bank lending: Some evidence from China’s regional financial centres. Procedia Computer Science, 4, 1660-1667.
- Cleanthous, L. T., Eracleous, E. C., & Michail, N. A. (2019). Credit, House Prices and the Macroeconomy in Cyprus. South-Eastern Europe Journal of Economics, 17(1), 33-55.
- Cró, S., & Martins, A. M. (2023). Tourism activity affects house price dynamics? Evidence for countries dependent on tourism. Current Issues in Tourism, 1-19.
- Ding, X. (2022). Macroeconomic Factors Affecting Housing Prices: Take the United States as an Example. Proceedings of the 2022 7th International Conference on Financial Innovation and Economic Development (ICFIED 2022), 648(Icfied), 2335-2339.
- Dong, J., & Xia, L. (2018). China | How resilient is the economy to housing price fall? (Issue March).
- Duja, B., & Supriyanto, H. (2019). The influence of GDP, interest rate, wage, inflation and exchange rate on residential property price in Indonesia. Planning Malaysia, 17(1), 389-400.
- Feng, P. (2022). The Correlation between Monetary Policy and Housing Price Change Based on a VAR Model. Mathematical Problems in Engineering, 2022(1), 1-8.
- Gholipour, H. F., Tajaddini, R., Farzanegan, M. R., & Yam, S. (2021). Responses of REITs index and commercial property prices to economic uncertainties: A VAR analysis. Research in International Business and Finance, 58.
- Hott, C. (2011). Lending behavior and real estate prices. Journal of Banking and Finance, 35(9), 2429-2442.
- Huang, Y. (2023). An Empirical Study on the Interconnections between Money Supply and Housing Price. Highlights in Business, Economics and Management, 14, 1-6.
- Krulický, T., & Horák, J. (2019). Real estate as an investment asset. SHS Web of Conferences, 61, 1-9.
- Lee, M., Asuncion, R. C., & Kim, J. (2015). Effectiveness of Macroprudential Policies in Developing Asia: An Empirical Analysis (439; Issue 439).
- Lekhuleni, T. I., & Ndlovu, G. (2023). The dynamic effect of macroeconomic factors on housing prices: Evidence from South Africa. PLoS ONE, 18, 1-23.
- Lin, T. C., Hsu, S. H., & Lin, Y. L. (2019). The effect of housing prices on consumption and economic growth – the case of Taiwan. Journal of the Asia Pacific Economy, 24(2), 292-312.
- Liu, Y., & Li, Z. (2018). Determinants of housing purchase decision: An empirical study of the high education cohort in urban China. Journal of Asian Architecture and Building Engineering, 17(2), 299-305.
- Mahalik, M. K., & Mallick, H. (2011). What causes asset price bubble in an emerging economy? Some empirical evidence in the housing sector of India. International Economic Journal, 25(2), 215-237.
- Marku, E., Lleshaj, L., & Lleshaj, A. (2020). VECM Analysis to House Price Index. Case of Tirana. European Journal of Marketing and Economics, 3(1), 19.
- Mironiuc, M., Ionașcu, E., Huian, M. C., & Țaran, A. (2021). Reflecting the sustainability dimensions on the residential real estate prices. Sustainability, 13(5), 1-28.
- Pan, H., & Wang, C. (2013). House prices, bank instability, and economic growth: Evidence from the threshold model. Journal of Banking and Finance, 37(5), 1720-1732.
- Panagiotidis, T., & Printzis, P. (2016). On the macroeconomic determinants of the housing market in Greece: a VECM approach. International Economics and Economic Policy, 13(3), 387-409.
- Pinjaman, S., & Kogid, M. (2020). Macroeconomic determinants of house prices in Malaysia. Jurnal Ekonomi Malaysia, 54(1), 153-165.
- Pontines, V. (2020). The Real Effects of Loan-to-Value Limits: Empirical Evidence from Korea. Empirical Economics, 61(3), 1311-1350.
- Qian, H., Chen, J., Wang, Q., & Liu, C. (2015). A Panel Data Analysis on the Relationship Between Real Estate Value And GDP. Proceedings of the 2nd International Conference on Civil, Materials and Environmental Sciences, 11, 134-137.
- Rahadi, R. A., Wiryono, S. K., Nainggolan, Y. A., Afgani, K. F., Yaman, R., Azmi, A. S. M., Ismail, F. Z., Saputra, J., Rahmawati, D., & Moulyni, A. (2022). Determining the factors influencing residential property price: A comparative study between Indonesia and Malaysia. Decision Science Letters, 11(4), 485-496.
- Setianto, R. H. (2017). Harga Properti Residensial dan Kredit Perbankan Di Indonesia; Analisis Agregat Dan Dis-Agregat (Residential Property Prices and Banking Credit in Indonesia; Aggregate and Dis-Aggregate Analysis). Jurnal Manajemen Indonesia, 15(1), 39.
- Shiller, R. J. (2019). Narrative Economics: How Stories Go Viral and Drive Major Economic Events. Princeton University Press.
- Sumer, L., & Özorhon, B. (2020). TheExchange Rate Effect on Housing Price Index and Reit Index Return Rates. The Journal of Financial Researches and Studies, 12(22), 249-266.
- Tai, M. (2016). House prices and the allocation of consumer credit.
- Wan, J. (2018). Non-performing loans and housing prices in China. International Review of Economics and Finance, 57, 26-42.
- Xu, L., & Tang, B. (2014). On the Determinants of Uk House Prices. Ijer, 57-64.
- Ya-Chen, L., & Shuai, Z. (2013). Econometric Analysis on the Relationship between RMB Exchange Rate and Real Estate Price by VAR Model. In Proceedings of 2nd International Conference on Science and Social Research (pp. 428-430).
- Yan, N. (2019). Study on the Influence of Monetary Policy on Real Estate Price in China. Journal of Service Science and Management, 12(02), 152-171.
- Zhang, D., Cai, J., Liu, J., & Kutan, A. M. (2018). Real estate investments and financial stability: evidence from regional commercial banks in China. European Journal of Finance, 24(16), 1388-1408.