Analysis of Exchange Rate Fluctuations on Airfares and Domestic Flight Demand in Indonesia
Main Article Content
Abstract
This study analyzes the impact of exchange rate fluctuations on airline ticket prices and domestic air travel demand in Indonesia within a simultaneous equation model framework that integrates macroeconomic and airline operational factors over the post-pandemic period of 2013–2024. A quantitative approach using the Two-Stage Least Squares (2SLS) method is employed to address the endogeneity between ticket prices (HTP) and passenger demand (PPD). The main variables include the rupiah exchange rate, aviation fuel prices, airline operational costs, and consumers’ purchasing power. Estimation results indicate that the model is overidentified and satisfies all classical assumptions, with normally distributed residuals (p-value 0,9659 and 0,9763), homoscedasticity (p-value 0,3399 and 0,1422), and an absence of autocorrelation (p-value 0,2226 and 0,2489). Simultaneously, flight demand and operating costs exert an effect on ticket prices, with very high explanatory power (R² 0,9982; Prob F 0,0000), while the exchange rate serves as a cost transmission channel through the exchange rate pass-through mechanism. On the demand, ticket prices, exchange rates, and purchasing power significantly affect the number of passengers (R²:0,9782 and Prob F 0,000001), confirming a bidirectional causal relationship between price and demand after addressing endogeneity. These findings suggest that Rupiah depreciation and rising operating costs drive up ticket prices, which potentially suppresses demand; however, this impact can be mitigated by strengthened purchasing power and domestic economic recovery. Consequently, macroeconomic stability remains a pivotal factor for the sustainability of Indonesia’s domestic aviation demand in the post-pandemic era.
Article Details

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
References
Arifin, Y. (2018). Pengaruh Harga Minyak Dunia, Nilai Tukar dan Inflasi terhadap Pertumbuhan Ekonomi Indonesia. Economics Development Analysis Journal, 5(4), 474. https://doi.org/10.15294/edaj.v5i4.22184
Danil, D. (2022). Perlindungan konsumen atas penetapan tarif maskapai penerbangan bumn dan swasta di makassar. Jurnal Meta Yuridis, 5(1), 73. https://doi.org/10.26877/m-y.v5i1.8486
Dewi, N. L. M. A. (2023). Komparasi faktor dominan mempengaruhi perilaku pembelian tiket wisatawan nusantara ke bali (sebelum pandemi – era pandemi). Jurnal IPTA, 10(2), 281. https://doi.org/10.24843/ipta.2022.v10.i02.p12
Dieaconescu, R. I., Belu, M. G., & Gheorghe, M. (2022). Impact of Oil Price Evolution on Logistics Industry. The Romanian Economic Journal, 84. https://doi.org/10.24818/rej/2022/84/01
Efendi, B., & Jannah, A. R. (2023). Pengaruh ekspor terhadap pertumbuhan ekonomi di Indonesia. Jurnal Ilmiah Edunomika, 8(4).
Efendi, B., Nasution, D. P., Rusiadi, & Pratiwi, D. (2024). The impact of human development index and industrial labor on economic growth in North Sumatra Province. Jurnal Ilmiah Akuntansi Kesatuan, 13(3). https://doi.org/10.37641/jiakes.v13i3.3560
Efendi, B., Nasution, L. N., & Pratama, M. F. (2023). Transformasi digital ekonomi dalam mendukung inklusi keuangan di Indonesia. MUQADDIMAH: Jurnal Ekonomi, Manajemen, Akuntansi dan Bisnis, 3(1). https://doi.org/10.59246/muqaddimah.v3i1.1184
Faried, A. I. (2020). Analisis meredam angka kemiskinan melalui pendekatan ekonomi hijau. Ekawan: Jurnal Ekonomi dan Pembangunan, 5(1), 1–10. https://jurnal.umsu.ac.id/index.php/ekawan/article/view/3425
Faried, A. I., Nasution, L. N., & Nasution, D. P. (2020). Efektivitas kebijakan fiskal dan moneter dalam mengatasi kemiskinan di Provinsi Sumatera Utara. Jurnal Kajian Ekonomi dan Kebijakan Publik, 5(1), 73–77. https://jurnal.pancabudi.ac.id/index.php/jepa/article/view/856
Faried, A. I., et al. (2023). Analysis of KUR financing on MSMEs income. Ekonomika45: Jurnal Ilmiah Manajemen, Ekonomi Bisnis, Kewirausahaan. https://doi.org/10.30640/ekonomika45.v12i2.4555
Fatah, F. A., Gayatri, I. D. A. D., & Kalbuana, N. (2024). Faktor-Faktor Yang Mempengaruhi Pemilihan Maskapai Penerbangan: Harga, Pelayanan Dan Promosi. Journal of Social Science and Humanities Research, 3(1), 159. https://doi.org/10.56854/jsshr.v3i1.368
Gayle, P. G., & Lin, Y. C. (2020). Cost pass‐through in commercial aviation: theory and evidence. Economic Inquiry, 59(2), 803. https://doi.org/10.1111/ecin.12949
Herho, S. H. S., Kaban, S. N., & Nugraha, C. (2025). 100-Day Analysis of USD/IDR Exchange Rate Dynamics Around the 2025 U.S. Presidential Inauguration. https://doi.org/10.48550/ARXIV.2506.18738
Kayhan, S., KİRACI, K., & Yaşar, M. (2023). Relationship between Airline Ticket Price, Demand and Business Model: A Worldwide Analysis. Aksaray Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 15(3), 211. https://doi.org/10.52791/aksarayiibd.1234849
Kevin, K., Situngkir, E. S., Diana, E. S., Tenrigangka, R., Syaputri, A. R., Hartanti, D., & Kurniadi, A. (2019). Efektivitas bank sentral dalam menjaga kestabilan nilai tukar. Equity Jurnal Ekonomi, 7(2), 1. https://doi.org/10.33019/equity.v7i2.4
Khafidli, M. K., & Choiruddin, A. (2022). Forecast of Aviation Traffic in Indonesia Based on Google Trend and Macroeconomic Data using Long Short-Term Memory. 220. https://doi.org/10.1109/icodsa55874.2022.9862894
Kristanti, D. S. (2021). Manajemen Strategi PT Garuda Indonesia (Persero) Tbk di tengah Masa Pandemi. Jurnal Bisnis Dan Kajian Strategi Manajemen, 5(1). https://doi.org/10.35308/jbkan.v5i1.3057
Mofokeng, T. J., Mativenga, P., & Marnewick, A. L. (2020). Analysis of aircraft maintenance processes and cost. Procedia CIRP, 90, 467. https://doi.org/10.1016/j.procir.2020.01.115
Nuryakin, C., Kusumaatmadja, R., Massie, N. W. G., Lumbanraja, A. U., Hambali, S., & Anindita, D. (2019). The Sky in Blues: On the Recent Development of Indonesian Airlines Industry. RePEc: Research Papers in Economics. https://ideas.repec.org/p/lpe/wpaper/201941.html
Prayogo, D., & Sukim, S. (2021). Determinan Daya Beli Masyarakat Indonesia Selama Pandemi Covid-19 Tahun 2020. Seminar Nasional Official Statistics, 2021(1), 631. https://doi.org/10.34123/semnasoffstat.v2021i1.987
Rianda, F. (2021). Pemodelan Intervensi Untuk Menganalisis dan Meramalkan Jumlah Penumpang Pesawat di Bandara Soekarno-Hatta Akibat Pandemi Covid-19. Seminar Nasional Official Statistics, 2021(1), 283. https://doi.org/10.34123/semnasoffstat.v2021i1.857
Sari, M., Saribanon, E., & Ghafar, A. (2020). Kartel dan Tarif Tiket Perusahaan Penerbangan Terhadap Persaingan Usaha Penerbangan di Indonesia. Jurnal Manajemen Bisnis Transportasi Dan Logistik, 6(2), 145. https://doi.org/10.54324/j.mbtl.v6i2.525
Sarjono, H., Alvian, C., & Marcelino, K. (2025). The Effects of COVID-19 on Garuda Indonesia Airlines. Golden Ratio of Data in Summary, 5(3), 425. https://doi.org/10.52970/grdis.v5i3.1164
Suryan, V. (2017). Econometric forecasting models for air traffic passenger of indonesia. Journal of the Civil Engineering Forum, 3(1), 303. https://doi.org/10.22146/jcef.26594
Susanto, P. C., & Keke, Y. (2020). Implementasi Regulasi International Civil Aviation Organization (ICAO) pada Penerbangan Indonesia. Aviasi Jurnal Ilmiah Kedirgantaraan, 16(1), 53. https://doi.org/10.52186/aviasi.v16i1.23
Utari, D. T., & Sumarna, Z. M. P. (2024). Enhancing Air Travel Analysis: Forecasting Domestic Flight Activities in Indonesia based on Aircraft Types using MLP. EKSAKTA Journal of Sciences and Data Analysis, 17. https://doi.org/10.20885/eksakta.vol5.iss1.art3
Wang, K. (2023). The Impact of Soaring Crude Oil Prices on the Air Transportation Industry Index. Highlights in Business Economics and Management, 19, 651. https://doi.org/10.54097/hbem.v19i.12110
Yulianingtiyas, E. T. (2022). Analisis kinerja keuangan perusahaan transportasi yang terdaftar di Bursa Efek Indonesia sebelum dan masa pandemi covid 19. Fair Value Jurnal Ilmiah Akuntansi Dan Keuangan, 4(9), 3798. https://doi.org/10.32670/fairvalue.v4i9.1554
Zahra, J. S., & Prastuti, M. (2023). Peramalan Jumlah Penumpang Pesawat Domestik di Bandara Soekarno-Hatta pada Masa Pandemi Covid-19 Menggunakan ARIMAX dengan Model Intervensi. Jurnal Sains Dan Seni ITS, 12(1). https://doi.org/10.12962/j23373520.v12i1.100847