Pengaruh Pertumbuhan Ekonomi, Inflasi, REER, dan EAR terhadap PPh Riil Nonmigas Indonesia: Analisis ARDL-ECM

Authors

DOI:

https://doi.org/10.33395/owner.v10i4.3562

Keywords:

ARDL-ECM, EAR, Economic Growth, Inflation, Non-Oil and Gas Income Tax, REER

Abstract

Non-oil and gas income tax (PPh nonmigas) accounts for the largest share of Indonesia's tax revenue, making it a critical pillar of state fiscal capacity. However, its performance is empirically vulnerable to macroeconomic shocks, yet most prior studies employed static regression methods incapable of distinguishing short-run from long-run dynamics. This study aims to analyze the effect of economic growth (GRWTH), inflation (INF), real effective exchange rate (REER), and real effective annual rate (EAR) on Indonesia's real PPh nonmigas revenue using annual time-series data for 1984–2025. The Autoregressive Distributed Lag–Error Correction Model (ARDL-ECM) is employed to simultaneously identify short-run and long-run relationships, supported by causality validation through VAR Toda-Yamamoto. The bounds test confirms cointegration with an F-statistic of 19.2495, exceeding the 1% critical value. In the long run, economic growth exerts a significant positive effect (coefficient 11.3951), inflation a significant negative effect (coefficient ?8.4082), and REER a significant negative effect (coefficient ?3.2950), while EAR remains insignificant. In the short run, only the first lag of inflation is significantly positive, reflecting the Olivera-Tanzi mechanism. The ECT coefficient of ?0.2175 indicates a 21.75% annual adjustment toward equilibrium. The Toda-Yamamoto test confirms the absence of reverse causality, validating estimates as free from simultaneity bias. These findings affirm that policies promoting quality growth, maintaining low and stable inflation, and managing a competitive REER constitute the three main pillars in ensuring the sustainability of Indonesia's real non-oil and gas income tax revenue.

Downloads

Download data is not yet available.

References

Adi, A. R., Fachrurrozi, K., & Aidar, N. (2022). Dampak Keterbukaan Perdagangan, FDI, Dan Pertumbuhan Ekonomi Terhadap Stabilitas Moneter Melalui Nilai Tukar Efektif Riil Di Indonesia. Jurnal Ekonomi Dan Kebijakan Publik Indonesia, 9(1), 35–51.

Bodie, Z., Kane, A., & Marcus, A. J. (2022). Investments. McGraw-Hill Education.

Cassel, G. (1918). Abnormal Deviations in International Exchanges. The Economic Journal, 28(112), 413–415. https://doi.org/10.2307/2223329

Chamisa, M. G., & Sunde, T. (2024). Key determinants of tax revenue in Zimbabwe: assessment using autoregressive distributed lag (ARDL) approach. Cogent Economics & Finance, 12(1), 238–257. https://doi.org/10.1080/23322039.2024.2386130

Fisher, I. (1930). The Theory of Interest. Macmillan.

Garg, S., Mittal, S., & Garg, A. (2024). Revisiting the determinants of tax revenue: An integrative model with conventional, economic policy and institutional factors. International Journal of Social Economics, 52(3), 415–437. https://doi.org/10.1108/ijse-04-2024-0314

Irawan, T., Faturay, F., Nugroho, S. S., Purba, S. R., Syafnur, M., & Nugraheni, S. R. W. (2022). Peramalan Penerimaan Pajak Indonesia: Studi Kasus Bea Masuk. Jurnal Ekonomi Dan Kebijakan Pembangunan, 11(1), 75–90. https://doi.org/10.29244/jekp.11.1.2022.75-90

Kementerian Keuangan. (2024). Nota keuangan dan APBN 2024. https://www.kemenkeu.go.id/

Khairani, S., & Masyitah, E. (2023). The Effect Of Interest Rate, Rupiah Exchange Rate, Inflation, And Investment On Tax Revenue In Indonesia. Jurnal MAIBIE (Management, Accounting, Islamic Banking and Islamic Economic), 1(2), 431–442.

Klau, M., & Fung, S. S. (2006). The new BIS effective exchange rate indices (BIS Quarterly Review).

Mankiw, N. G. (2021). Macroeconomics (10th editi). Worth Publishers.

Mas’udin. (2017). Dinamika Perubahan Ekonomi Makro dan Dampaknya Terhadap Pertumbuhan Penerimaan Pajak Penghasilan Non Migas. Jurnal Pajak Indonesia, 1(1), 23–37. https://doi.org/10.31092/jpi.v1i1.170

Meita, I., & Nurdiniah, D. (2023). PENGARUH PERUBAHAN TARIF PPH BADAN, INFLASI DAN SUKU BUNGA TERHADAP PENERIMAAN PAJAK PENGHASILAN. Konferensi Ilmiah Akuntansi, 20, 1–14.

Mihaljek, D. (2023). Inflation and public finances: an overview. Public Sector Economics, 47(4), 413–430. https://doi.org/10.3326/pse.47.4.2

Mishkin, F. S. (2022). The Economics Of Money, Banking, and Financial Markets (13th Globa). Pearson Education.

Monica, C. A., & Kunawangsih, T. (2023). Pengaruh Pemeriksaan Pajak, Jumlah Wajib Pajak Dan Inflasi Terhadap Penerimaan Pajak Penghasilan (Studi Pada Kantor Pelayanan Pajak (KPP) Pratama Cibitung Periode 2017 – 2021). CEMERLANG?: Jurnal Manajemen Dan Ekonomi Bisnis, 3(2), 19–39. https://doi.org/10.55606/cemerlang.v3i2.1065

Musgrave, R. A., & Musgrave, P. B. (1989). Public Finance In Theory And Practice (Fifth Edit). Mc-Graw Hill Book Co.

Natsiopoulos, K., & Tzeremes, N. G. (2022). ARDL bounds test for cointegration: Replicating the Pesaran et al. (2001) results for the UK earnings equation using R. Journal of Applied Econometrics, 37(5), 1079–1090. https://doi.org/doi.org/10.1002/jae.2919

OECD. (2024). Revenue Statistics in Asia and the Pacific. OECD Publishing. https://doi.org/10.1787/e4681bfa-en

Olivera, J. H. G. (1967). Money, Prices and Fiscal Lags: A Note on the Dynamics of Inflation. Banca Nazionale Del Lavoro Quarterly Review, 82, 258–268.

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds Testing Approaches To The Analysis Of Level Relationship. Journal of Applied Econometrics, 16, 289–326. https://doi.org/10.1002/jae.616

Pratiwi, L. G., Sofianty, D., & Suangga, A. (2024). Nilai Tukar Rupiah dan Tingkat Inflasi terhadap Penerimaan Pajak Penghasilan. Bandung Conference Series: Accountancy, 4(1), 242–249. https://doi.org/10.29313/bcsa.v4i1.11400

Rahmadani, N., & Oktavia, V. (2024). Pengaruh Makro Ekonomi Terhadap Penerimaan Pajak Dengan Ekspor Sebagai Variabel Mediasi. Jurnal Ekonomi Dan Pendidikan, 7(1), 9–18. https://doi.org/10.26858/jekpend.v7i1.56080

Randika Putra Metly. (2022). Faktor-Faktor Yang Memengaruhi Penerimaan Pajak Penghasilan Minyak Bumi dan Gas. Jurnal Dinamika Ekonomi Pembangunan, 5(2), 121–145. https://doi.org/10.14710/jdep.5.2.121-145

Serin, ?. C., & Demir, M. (2025). Tax Revenues and Inflation Relationship: A Century-Long Application with Fourier-Based Approaches for Türkiye. Bulletin of Economic Theory and Analysis, 10(1), 41–65. https://doi.org/10.25229/beta.1554274

Susena, K. C., Hidayah, N. R., & Cahya, A. (2025). Taxation Optimization Strategis In Indonesia To Increase National Revenue. Jurnal Ekonomi Islam, Akuntansi, Dan Manajemen, 1(2), 39–42. https://doi.org/10.70963/jeiam.v1i2

Tanzi, V. (1978). Inflation, Real Tax Revenue, and the Case for Inflationary Finance: Theory with an Application to Argentina. IMF Staff Papers, 25(3), 626–695.

Tanzi, V., & Zee, H. H. (2000). Tax Policy for Emerging Markets: Developing Countries (WP/00/35; IMF Working Paper).

Toda, H. Y., & Yamamoto, T. (1995). Statistical Inference in Vector Autoregressions with Possibly Integrated Processes. Journal of Econometrics, 66(1–2), 225–250.

Todorovi?, J. Ð., Ðordevi?, M., Mirovi?, V., Kalaš, B., & Pavlovi?, N. (2024). Modeling Tax Revenue Determinants: The Case of Visegrad Group Countries. Economies, 12(6), 131. https://doi.org/10.3390/economies12060131

Yossinomita. (2024). Determining the Future Direction and Amount of Tax Revenue in Indonesia Using an Error Correction Model (ECM). Ekonomika, 103(1), 56–77. https://doi.org/10.15388/Ekon.2024.103.1.4

Downloads

Published

2026-10-01

How to Cite

Ahza, N. A., & Fitriandi, P. (2026). Pengaruh Pertumbuhan Ekonomi, Inflasi, REER, dan EAR terhadap PPh Riil Nonmigas Indonesia: Analisis ARDL-ECM. Owner : Riset Dan Jurnal Akuntansi, 10(4), 3512-3524. https://doi.org/10.33395/owner.v10i4.3562