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All Journal JSEH (Jurnal Sosial Ekonomi dan Humaniora) Profit : Jurnal Kajian Ekonomi dan Perbankan Syariah MANAGERE : Indonesian Journal of Educational Management Jurnal Dinamika Ekonomi Syariah DEDIKASI PKM Jurnal Akuntansi dan Keuangan Kontemporer (JAKK) JES (Jurnal Ekonomi STIEP) Jurnal Ekonomi Tasnim Journal for Community Service International Journal of Science and Environment International Journal of Management and Business Economics Managere: Indonesian Journal of Educational Management Indonesian Journal of Management and Accounting Anjasmoro: Islamic Interdisciplinary Journal Proceeding Of International Conference On Education, Society And Humanity Jurnal Akuntansi, Ekonomi dan Manajemen Bisnis Indonesian Journal of Language and Economic Discourse
Mohammad Alief Hidayatullah
Universitas Nurul Jadid
Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Physics Social Sciences Other

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Speaking the market into being: artificial intelligence, predictive language, and the communicative power of central banks in Southeast Asia Mohammad Alief Hidayatullah
Indonesian Journal of Language and Economic Discourse Vol. 1 No. 2 (2026): Language, algorithms, and economic futures in Indonesia
Publisher : CV Narasi Khatulistiwa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67490/ijle.v1i2.907

Abstract

Background: Central-bank communication increasingly governs expectations through forecasts, conditional projections, and policy signals, while artificial intelligence expands the capacity to classify and compare such language across heterogeneous monetary regimes. Objective: This study examines how central banks in Indonesia, Singapore, Malaysia, and the Philippines construct economic futures, authorise policy judgement, and become analytically legible through AI-assisted textual modelling. Method: A comparative corpus-assisted discourse design analyses fourteen official English-language policy communications using predictive-language annotation, communicative-power coding, normalised institutional profiles, cosine similarity, concordance checking, and human validation. Results: Predictive discourse consistently combined epistemic modality, temporal projection, and inflation alignment, although quantification, conditionality, directional risk, and forecast revision varied across institutions. Communicative authority emerged through different configurations: Bank Indonesia foregrounded policy commitment and exchange-rate stability, MAS emphasised numerical forecasting and recalibration, BNM contextualised projections through broader macroeconomic conditions, and BSP combined formal decisions with forecast monitoring. Implication: Computational comparison identified substantial but incomplete institutional convergence, demonstrating that shared monetary vocabulary did not erase differences in mandate, genre, or policy orientation. Novelty: This study contributes an integrated account of predictive authority by linking linguistic futurity, institutional performativity, and explainable AI, while treating computational outputs as interpretive evidence requiring contextual and human scrutiny across linguistically and institutionally differentiated Southeast Asian monetary systems
Co-Authors Abdillah, Ikhwan Agus Susanto Ahmad Zaenal Abidin Ainur Rofiqul Azizi Altofina, Naila Dwi Firlana Rosa Edianto, Ahmad Feri Ubaidillah Fitriani Fitriani Hartono, Rudi Khaerunnisa. A, St. Kholiza, Siti Nur Lugiato, Lugiato Lukman Hakim Muarif, Samsul MUFIDATUL HIMMAH Muhammad Sirajuddin Nanda Putra Afnany, Moch. Rifqi Nofitasari, Dian Evy Nurul Jipri, Moh. Amin Rafika Lusi Aprilia Rahayu, Asri Riska Nuri Anggraeni Rizal, Sofian Syaiful Salim Rahmatullah Silvi Nury Romadhoni Siti Fatimah Siti Sofiatun Ubaidillah, Feri Urip Santoso Widya Anggraini Widya Anggraini