ANALISIS KOINTEGRASI DAN KAUSALITAS TINGKAT PENGANGGURAN TERHADAP VARIABEL MAKRO DI INDONESIA

M. Satrio Al Ridho, Isnaini Harahap, Marliyah Marliyah

Abstract


This study aims to analyze in depth the Contribution and Integration of Unemployment Rate, Inflation, Investment and Economic Growth. This research is a quantitative study and used Eviews 10 software. The Vector Auto Regression (VAR) analysis technique is used to see the relationship between the variables that are the choices in determining the unemployment rate in Indonesia. In this study using VAR in First Difference because the data is not Stationary at the level. Cointegration test, it indicates that these variables are cointegrated at the level < 5% so that there is a long-term relationship. Granger causality test results, there is a one-way causality relationship between INV to UNEMP, GDP to GROWTH, INF to GDP, and INF to GROWTH and two-way causality between INV and GROWTH. Based on long-term VECM estimates, GROWTH has a negative and significant effect, GDP and INV have a significant positive effect. In the short term, INF and INV have a negative and significant effect on the value of Adj. R-Square of 20.3%. Impulse Response Function analysis, GROWTH is a variable that experiences stability more quickly when shocks occur. Variance Decomposition, it turns out that UNEMP has the largest response and composition for other variables

Keywords


Unemployment Rate, Gross Domestic Product, Inflation, Investment, Economic Growth

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References


Al-Haritsi, Juribah bin Ahmad, Fiqh Ekonomi Umar bin Al-Khathab, Jakarta: Khalifa, 2006, Trans. Asmuni Solihan

Arsyad, Lincolin, Ekonomi Pembangunan, Yogyakarta: STIE YKPN, 1997, Edisi ke-3 cet. 1

Aziz, Abdul, Manajemen Investasi Syari’ah, Bandung: Alfabeta, 2010

Aziz, Abdul, Manajemen Investasi Syariah, Bandung: Alfabeta, 2010

Badan Pusat Statistik No.9203.m.12, Pendapatan Regional (PDRB) Provinsi Sumatera Utara tahun 1996-2000, (Medan: BPS, 2000)

BR, Arfida, Ekonomi Sumber Daya Manusia, Jakarta: Ghalia Indonesia, 2003

Budi Astuti, Prihartini, “Analisis Kurva Phillips Dan Hukum Okun Di Indonesia Tahun 1986-2016”, Jurnal Fokus Bisnis, Volume 15, No 01, Juli 2016

Budyatna, M., Metode Penelitian Sosial, Bandung : Refika Aditama,2009

Chapra, M. Umer, Masa Depan Ilmu Ekonomi: Sebuah Tinjauan Islami, Jakarta: Gema Insani Press, 2001, Trans. Ikhwan Abidin

Darza, Z.A. dan Gerado, Al-Quran dan Iptek: Bekerjalah Dosa-dosa Anda Diampuni, Medan: USU Press,2009

Fahri, dkk, Meningkatnya Angka Pengangguran Ditengah Pandemi (Covid-19), Al-Mizan : Jurnal Ekonomi Syariah e- ISSN: 2656-968X, p-ISSN: 2685-4228 Volume 2, Edisi 2, Desember 2019

Halim, Abdul, Analisis Investasi, Jakarta: Mitra Wacana Media. 2015

Harahap, Isnaini, Analisis Kausalitas Variabel Makro Ekonomi Terhadap Anggaran Pendapatan Dan Belanja Negara Di Indonesia Periode 1990-2015, Medan: FEBI UINSU Press, 2015

Herlambang, Tedy, et al., Ekonomi Makro: Teori, Analisis dan Kebijakan, Jakarta: Gramadia Pustaka Utama, 2001

Hikam, Muhammad, Melawan Penganguran: Pemikiran Ekonomi Al-Shaybani, Jurnal Antasari State Islamic University Banjarmasin, 2015

Huda, Nurul dan Mustafa Edwin Nasution, Investasi Pada Pasar Modal Syariah,

Huda, Nurul, Ekonomi Makro Islam, Jakarta: Kencana, 2008

Ibrahim, Zaini, Pengantar Ekonomi Makro, Banten: LP2M IAIN SMH Banten, 2013

Imsar, Analisis Tingkat Pengangguran Terbuka di Indonesia periode 1989-2016, dalam jurnal Fakultas Ekonomi dan Bisnis Islam UINSU

Jannah, Mukhlishotul, Manajemen Keuangan, Banten: LP2M IAIN SMH Banten, 2015

Karim, Adiwarman Azwar, Sejarah Pemikiran Ekonomi Islam, Jakarta: Rajawali Pers, 2010

Kastin Hasan, Surtahan, Ekonomi Islam, Bangi: Universiti Kebangsaan Malaysia, 1990

Mahyus, Ekananda, ” Ekonometrika Dasar Untuk Penelitian Bidang Ekonomi, Sosial dan Bisnis”, Edisi Pertama, Jakarta : Mitra Wacana Media, 2015

Mankiw, N Gregory, Principles of Economics. Pengantar Ekonomi Makro. (terj. Chriswan Sungkono. Jakarta. Salemba Empat, 2006

Marthon, Said Sa’ad, Ekonomi Islam: Di Tengah Krisis Ekonomi Global, Jakarta: Zikrul Hakim, 2004

Naf’an, Ekonomi Makro;Tinjauan Ekonomi Syari’ah, Yogyakarta: Graha Ilmu, 2014

Nasution, Mustafa Edwin, et.all, Pengenalan Eksklusif Ekonomi Islam, Edisi Pertama cet. 2, (Jakarta : Kencana Prenada Media Grup, 2007

Pohan, Aulia, Kerangka Kebijakan Moneter dan Implikasinya di Indonesia, Jakarta: PT Raja Grafindo Persada, 2008

Putong, Iskandar dan AN Andjaswati, Pengantar Ekonomi Makro, Jakarta: Mitra Wacana Media, 2008

Rahardja, Prathama, Mandala Manurung, Pengantar Ilmu Ekonomi (Mikroekonomi & Makroekonomi), Jakarta: FEUI, 2002

Sadono, Sukirno, Makro Ekonomi Teori Pengantar, Jakarta: PT Raja Grafindo Persada, 2008

Sukiati, Metodologi Penelitian, Medan : Perdana Publishing, 2016

Sukirno, Sadono ―Pengantar Teori Makroekonomi”, Ed. Ketiga , Cet. 17, Jakarta, PT. Raja Grafindo Persada, 2006

Sukirno, Sadono, Makroekonomi: Teori Pengantar, Jakarta: Raja Grafindo Persada, 2006

Sunariyah, Pengantar Pengetahuan Pasar Modal, Yogyakarta: SEKOLAH TINGGI ILMU MANAJEMEN YKPN, 2011

Suparmoko, M., Maria R. Suparmoko, Pokok-Pokok Ekonomi,

Tambunan, Tulus T.H., Perekonomian Indonesia: Beberapa Masalah Penting, Jakarta: Ghalia Indonesia, 2001

Tanjung, Hendri dan Abrista Devi “Metode Penelitian Ekonomi Islam”, Jakarta, Gramata Publishing, 2013

Tarigan, Azhari Akmal, Ekonomi dan Bank Syari’ah Pada Milenium Ketiga: Belajar Dari Pengalaman Sumatera Utara, Medan: IAIN Press dan FKEBI, 2002

W. Situmorang, Jhonny, Menguak Iklim Investasi Indonesia Pascakrisis, Jakarta: ESENSI, 2011

Widodo, Tri, Perencanaan Pembangunan, Yogyakarta: UPP STIM YKPN, 2006

Yayasan Penyelenggara Penerjemah Al-Qur’an Depertemen Agama RI, Al-Qur’an dan Terjemahnya, Semarang: Asy-Syifa, 2001




DOI: http://dx.doi.org/10.29040/jap.v23i2.7149

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