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Laela Rizki Fauzia
Department of Economics Development, Faculty of Economics and Business, Universitas Sebelas Maret Jl. Ir. Sutami No.36A Surakarta, 57126
Economics, Econometrics & Finance

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Clustering and regional growth in the housing market: Evidence from Indonesia Ariyanto Adhi Nugroho; Muhammad Yusuf Indra Purnama; Laela Rizki Fauzia
Jurnal Keuangan dan Perbankan Vol 24, No 1 (2020): January 2020
Publisher : University of Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (855.651 KB) | DOI: 10.26905/jkdp.v24i1.3565

Abstract

The housing market is one of the monetary policy instruments in macro-prudential terms. The overall policy adopted through the Loan-to-Value ratio does not accommodate different regional characteristics. Location and area characteristics are important factors that influence the development of housing property prices. This study uses panel data regression analysis, with objects of 15 cities in Indonesia during 2007-2017. The results of the analysis provide a proof that the building rent, population density, construction costs, Gross Regional Domestic Product, unemployment rate, and minimum income, affect housing prices differently in each growth category, while the LTV ratio and inflation do not have a significant effect onto house prices. The regional economic growth is used to form regional clustering based on the speed of house price growth so that monetary policy in the housing sector achieves the target.JEL Classification: E52, O18, R58 How to Cite:Nugroho, A. A., Purnama, M. Y. I., Fauzia, L. R. (2020). Clustering and regional growth in the housing market: Evidence from Indonesia. Jurnal Keuangan dan Perbankan, 24(1), 83-94.DOI: https://doi.org/10.26905/jkdp.v24i1.3565
Monetary Policy and the Housing Market in Indonesia: Evidence from Selected Regions Ariyanto Adhi Nugroho; M. Yusuf Indra Purnama; Laela Rizki Fauzia
Jurnal Keuangan dan Perbankan Vol 22, No 4 (2018): October 2018
Publisher : University of Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (577.183 KB) | DOI: 10.26905/jkdp.v22i4.2515

Abstract

The housing market in Indonesia tends to have different characteristics in several regions. The government has implemented macroprudential policies regarding mortgage loans for housing and apartments through the Loan to Value (LTV) policy in dealing with credit risk in the housing market. The aimed of this study analyze the effect of LTV policy and regional economic indicator on the house prices in Indonesia, compare the impact of LTV policy and indicator on the types of houses and regions. We used secondary data from eight regions which derived from residential property survey and statistics Indonesia at a monthly frequency. In processing estimated data using Generalized Least Square (GLS) Fixed Effect Model (FEM) to ascertain the effect of LTV policy in each region. The result showed most attributes had a significant effect on housing prices. However, LTV had no significant effect on every type of housing (small, medium, and large). The LTV policy is spatial in accordance with housing market condition in each region.JEL Classification: E52, O18, R31DOI: https://doi.org/10.26905/jkdp.v22i4.2515
Co-Authors Ariyanto Adhi Nugroho M. Yusuf Indra Purnama Muhammad Yusuf Indra Purnama