Pendekatan Analisis Multivariat dan Ekonometrika Spasial dalam Pemodelan Faktor-Faktor yang Mempengaruhi Pertumbuhan Ekonomi Pulau Jawa
DOI:
https://doi.org/10.61132/jepi.v3i2.1799Keywords:
biplot, economic growth, geographic mapping, multivariat, spatial analysisAbstract
Economic growth is one of the key indicators that reflects the welfare level of a country's population. Therefore, economic growth is always a central focus in national development planning, with the expectation of continuous improvement year after year. Java Island plays a vital role as the largest contributor to the national economy. However, the impact of the Covid-19 pandemic, which occurred recently, caused a significant economic contraction, and Java Island was the most affected region. This crisis has impacted all sectors of the economy, including industry, trade, and tourism, which in turn affected the national economy. Nevertheless, the economic recovery efforts have begun to show results, with the economy, especially in Java, growing significantly in 2021. However, rapid growth in certain districts/cities in Java has caused new issues, such as population explosions, environmental degradation, and increasing crime rates. Therefore, it is essential to conduct a thorough analysis of the factors influencing economic growth and to map out the potential economic indicators in various regions across Java. This study uses multivariate biplot analysis and spatial econometrics to analyze and map the uniformity of districts/cities, industry mapping, and areas that serve as growth centers and those that are less developed. The results show that factors affecting economic growth in districts/cities vary. Generally, inflation has both positive and negative effects on the economy, while the unemployment rate, human development index, and population growth rate have a positive impact on economic growth. This study provides clear insights to support more targeted and effective development policies on Java Island, as well as improve the quality of life for residents in less developed areas.
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Al-Hussaini, H., Al-Turjman, F., & Zahmatkesh, H. (2022). Smart water management for leakage detection using IoT and machine learning. Sensors, 22(7), 2598. https://doi.org/10.3390/s22072598
Anselin, L. (2009). Spatial regression. Sage Publications. https://doi.org/10.4135/9780857020130.n14
BAPPENAS. (2020). Rencana Pembangunan Jangka Menengah Nasional 2020 - 2024.
Borjas, G. J. (2016). Labor economics. McGraw-Hill.
Emalia, Z., & Isti, F. (2018). Identifikasi pusat pertumbuhan dan interaksi spasial di Provinsi Lampung. Jurnal Ekonomi Dan Studi Pembangunan, 19(1), 61–74. https://doi.org/10.18196/jesp.19.1.4100
Erdkhadifa, R. (2022). Faktor-faktor yang memengaruhi pertumbuhan ekonomi di Jawa Timur dengan pendekatan spatial regression. IQTISHADUNA: Jurnal Ilmiah Ekonomi Kita, 11(2), 122–140. https://doi.org/10.46367/iqtishaduna.v11i2.729
Ginanjar, I., Pasaribu, U. S., & Indratno, S. W. (2017). A measure for objects clustering in principal component analysis biplot: A case study in inter-city buses maintenance cost data. AIP Conference Proceedings. https://doi.org/10.1063/1.4979432
Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill.
Hadist, S. Y., & Utomo, A. P. (2021). Pengelompokan kabupaten/kota di Pulau Jawa berdasarkan kondisi sosial ekonomi sebelum dan setelah memasuki pandemi COVID-19. Seminar Nasional Official Statistics 2021, 322–332. https://doi.org/10.34123/semnasoffstat.v2021i1.865
Hadiwardoyo, W. (2020). Kerugian ekonomi nasional akibat pandemi Covid-19. Baskara: Journal of Business and Entrepreneurship, 2(2), 83–92. https://doi.org/10.54268/baskara.v2i2.6207
Hakim, A. R. (2020). Analisis faktor-faktor yang memengaruhi pertumbuhan ekonomi di Provinsi Banten menggunakan regresi linier dan geographically weighted regression. Jurnal Statistika, 8(1), 68–77.
Hasna, M., Qibti, M., & Mulyo Hendarto, R. (2020). Analisis spillover effect pertumbuhan ekonomi antar kabupaten/kota di kawasan Purwomanggung Jawa Tengah tahun 1988-2018. https://ejournal2.undip.ac.id/index.php/dje
Iba, Z., & Wardhana, A. (2012). Pengaruh inflasi, suku bunga SBI, nilai tukar rupiah terhadap USD, profitabilitas, dan pertumbuhan aktiva terhadap harga saham perusahaan pembiayaan di Bursa Efek Indonesia. Jurnal Kebangsaan, 1(1), 1–6.
Johnson, R. A., & Wichern, D. W. (1998). Applied multivariate statistical analysis (2nd ed.). Prentice-Hall International. https://doi.org/10.2307/2533879
Jolliffe, I. T. (2002). Principal component analysis (2nd ed.). Springer-Verlag.
Mankiw, G., Romer, D., & Weil, D. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107. https://doi.org/10.2307/2118477
Mankiw, N. G. (2012). Macroeconomics (8th ed.). Worth Publishers.
Mattjik, A., & Sumertajaya, I. (2011). Sidik peubah ganda menggunakan SAS. IPB Press.
Simanungkalit, E. F. (2020). Pengaruh inflasi terhadap pertumbuhan ekonomi di Indonesia. Journal of Management, 13(3), 327–340. https://doi.org/10.35508/jom.v13i3.3311
Sukirno, S. (2006). Ekonomi pembangunan: Proses, masalah, dan dasar kebijakan (2nd ed.). Kencana Prenada Media Group.
Sumitro Djojohadikusumo. (1994). Dasar teori ekonomi pertumbuhan dan ekonomi pembangunan: Perkembangan pemikiran ekonomi (1st ed.). Pustaka LP3ES.
Susanto, A. B., & Rachmawati, L. (2013). Pengaruh indeks pembangunan manusia (IPM) dan inflasi terhadap pertumbuhan ekonomi di Kabupaten Lamongan. Jurnal Pendidikan Ekonomi, 1(3).
Szekely, G. J., & Rizzo, M. L. (2005). A new test for multivariate normality. Journal of Multivariate Analysis, 93(1), 58–80. https://doi.org/10.1016/j.jmva.2003.12.002
Todaro, M. P., & Smith, S. C. (2011). Pembangunan ekonomi (Edisi kesebelas jilid 1). Erlangga.
BAPPENAS. (2020). Laporan Perekonomian Indonesia 2020. Badan Perencanaan Pembangunan Nasional.
Borjas, G. J. (2016). Labor economics (7th ed.). McGraw-Hill Education.
Hadiwardoyo, W. (2020). Kerugian ekonomi nasional akibat pandemi Covid-19. Baskara: Journal of Business and Entrepreneurship, 2(2), 83–92.
Kurniawan, A., & Manurung, R. (2021). Dampak pandemi Covid-19 terhadap perekonomian regional di Indonesia. Jurnal Ekonomi dan Pembangunan Indonesia, 21(1), 1–15. https://doi.org/10.21002/jepi.v21i1.1400
Santoso, B., & Wibowo, H. (2021). Ketimpangan pembangunan wilayah di Pulau Jawa: Analisis pasca Covid-19. Jurnal Ekonomi dan Studi Pembangunan, 22(2), 145–160.
Setyawan, D., Arifin, Z., & Pratama, R. (2020). Analisis ketimpangan pembangunan antarwilayah di Indonesia. Jurnal Ekonomi dan Kebijakan Publik, 11(2), 123–137. https://doi.org/10.22212/jekp.v11i2.1523
Todaro, M. P., & Smith, S. C. (2011). Economic development (11th ed.). Pearson.
World Bank. (2022). Indonesia economic prospects: Boosting the recovery. World Bank Publications.
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