Influence of Digital Transformations and Operational Efficiency on the Perceived Profitability of Citilink Indonesia: Customer Satisfaction as a Mediating Variable
DOI:
https://doi.org/10.37638/bima.7.1.991-1001Keywords:
digital economy, Budget EfficiencyAbstract
Purpose: This study aims to examine the influence of digital transformation and operational efficiency on airline profitability, with customer satisfaction as a mediating variable. Methodology: A quantitative approach was employed using data collected from 360 passengers of Citilink Indonesia at Soekarno-Hatta International Airport. Data were analyzed using SEM-PLS with SmartPLS 4.0 software. Results: Digital transformation has a significant positive effect on both customer satisfaction and profitability. Operational efficiency positively influences customer satisfaction and profitability. Customer satisfaction partially mediates both relationships. Findings: Digital transformation and operational efficiency both independently and jointly improve airline profitability through direct effects and via the mediating mechanism of customer satisfaction. Novelty: This study provides an integrated empirical model linking digital transformation, operational efficiency, customer satisfaction, and profitability in the Indonesian low-cost carrier context, a segment underrepresented in international management literature. Originality: The study validates a four-construct model integrating digital transformation, operational efficiency, customer satisfaction, and profitability in Indonesian aviation, identifying partial mediation mechanisms not previously specified in the literature. Conclusion: Digital transformation and operational efficiency significantly improve airline profitability both directly and indirectly through customer satisfaction. Airlines should align digital innovation and operational excellence with customer-centric strategies to achieve sustainable competitive advantage. Type of Paper: Research Article.
References
Aditya, F., & Santoso, E. (2020). Pengaruh transformasi digital terhadap keunggulan bersaing dan kinerja perusahaan dengan kepuasan pelanggan sebagai mediasi. Jurnal Ekonomi dan Bisnis, 85–95.
Al-Kharabsheh, R. A.-M.-H. (2023). Digital transformation, operational excellence, and customer satisfaction in service organizations. Journal of Service Theory and Practice, 33(4), 457–478.
Anderson, E. W., & Fornell, C. (2004). Customer satisfaction and shareholder value. Journal of Marketing, 68(4), 172–185. DOI: https://doi.org/10.1509/jmkg.68.4.172.42723
Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research. Journal of Personality and Social Psychology, 51(6), 1173–1182. DOI: https://doi.org/10.1037//0022-3514.51.6.1173
Boston Consulting Group. (2025). Digital strategy can take airlines to new heights. https://www.bcg.com/publications/2025/digital-strategy-can-take-airlines-to-new-heights
Cahyadi, I., & Permana, A. (2023). Kepuasan pelanggan sebagai mediasi hubungan antara kualitas layanan dan loyalitas pada maskapai berbiaya rendah. Jurnal Manajemen dan Kewirausahaan, 25(1), 22–35.
Dewi, A. S. (2021). Industry 4.0: Strategy direction of airline operations performance. Indonesian Journal of Management, 145–158.
Firmansyah, R., & Adi, S. (2020). The effect of digital business strategy on operational performance and customer satisfaction. International Journal of Supply Chain Management, 9(3), 234–242.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE Publications. DOI: https://doi.org/10.1007/978-3-030-80519-7
Halim, F., & Sutrisno, E. (2021). Efisiensi biaya dan kinerja keuangan maskapai penerbangan nasional. Jurnal Keuangan dan Perbankan, 25(2), 301–315.
Hess, T., Matt, C., Benlian, A., & Wiesböck, F. (2016). Options for formulating a digital transformation strategy. MIS Quarterly Executive, 15(2), 123–139.
International Air Transport Association (IATA). (2023). Global outlook for air transport: Recovery continues with resilience. https://www.iata.org/en/pressroom/2023-releases/2023-06-05-01
Kotler, P., & Keller, K. L. (2019). Marketing management (15th ed.). Pearson Education.
Lampathaki, F., Markaki, O., & Charalabidis, Y. (2019). Digital transformation of airline industry. Computers in Industry, 1–9.
Leggett, T. (2020, April 30). Coronavirus: How will airlines get flying again? BBC News. https://www.bbc.com/news
McKinsey & Company. (2021). The digital-led recovery from COVID-19: Five questions for CEOs. McKinsey Global Publishing.
Moghadasnian, S. (2023). Navigating the digital skies: A comprehensive study of digital transformation strategies in the airline industry. Aviation Management Review, 88–102.
Nugroho, A., & Wibowo, S. (2021). Transformasi digital dan kinerja keuangan perusahaan: Studi pada industri transportasi di Indonesia. Jurnal Manajemen Indonesia, 21(2), 110–125.
Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12–40.
Prawiraatmadja, D. (2020). Deklarasi Ketua Umum INACA: Penurunan jumlah penumpang dan dampaknya terhadap pendapatan Garuda Indonesia dan AirAsia. INACA.
Pratama, H. N., & Rahayu, S. (2023). Efisiensi operasional dan profitabilitas perusahaan jasa transportasi: Peran mediasi kepuasan pelanggan. Jurnal Manajemen Sains dan Organisasi, 4(1), 45–58.
Purnomo, D., & Haryadi, T. (2020). Pengaruh efisiensi operasional terhadap kepuasan pelanggan dan profitabilitas perusahaan penerbangan. Jurnal Riset Manajemen dan Bisnis, 15(2), 78–93.
Rahmawati, L., & Syahputra, R. (2021). Inovasi digital dan daya saing maskapai penerbangan nasional pasca-pandemi. Jurnal Ekonomi dan Bisnis Indonesia, 36(1), 55–70.
Ross, S. A., Westerfield, R., & Jaffe, J. (2021). Corporate finance (13th ed.). McGraw-Hill Education.
Santoso, E., & Santoso, A. (2019). Pengaruh transformasi digital terhadap kinerja perusahaan dengan kepuasan pelanggan sebagai variabel mediasi. Jurnal Manajemen Teknologi, 18(2), 135–150.
Setiawan, B., & Kusuma, R. (2022). Kualitas layanan, kepuasan pelanggan, dan loyalitas pada industri penerbangan Indonesia. Jurnal Bisnis dan Manajemen, 22(1), 35–50. DOI: https://doi.org/10.30640/digital.v1i4.369
Susanti, D. S. (2021). Digital transformation and firm performance in the Asian market. Journal of Asian Finance, Economics and Business, 8(3), 631–640.
Val, G. (2019). Understanding digital transformation: A review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118–144. DOI: https://doi.org/10.1016/j.jsis.2019.01.003
Wardana, L. W., & Pramudana, K. A. S. (2022). Pengaruh kualitas layanan digital terhadap kepuasan dan loyalitas pelanggan maskapai penerbangan berbiaya rendah di Indonesia. Jurnal Manajemen Sains dan Organisasi, 3(2), 88–101.
Widodo, S., & Purnamasari, I. (2022). Peran transformasi digital dalam meningkatkan kepuasan dan retensi pelanggan perusahaan jasa. Jurnal Ilmiah Manajemen, 12(1), 14–28.
Yi, Y., & Gong, T. (2023). Service value co-creation and customer satisfaction. Journal of Service Management, 34(3), 451–472.
Zeithaml, V. A. (1988). Consumer perceptions of price, quality, and value: A means-end model and synthesis of evidence. Journal of Marketing, 52(3), 2–22. DOI: https://doi.org/10.1177/002224298805200302
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Sutarto Wisnu Wardana, MN Nuryasman, Faizul Mubarok (Author)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
An author who publishes in the BIMA JOURNAL: Business, Management, and Accounting Journal agrees to the following terms:
Author retains the copyright and grants the journal the right of first publication of the work simultaneously licensed under the Creative Commons Attribution-ShareAlike 4.0 License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal
Submission of a manuscript implies that the submitted work has not been published before (except as part of a thesis or report, or abstract); that it is not under consideration for publication elsewhere; that its publication has been approved by all co-authors. If and when the manuscript is accepted for publication, the author(s) still hold the copyright and retain publishing rights without restrictions. For the new invention, authors are suggested to manage its patent before published. The license type is CC-BY-SA 4.0.
BIMA JOURNAL: Business, Management and Accounting is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
You are free to:
Share — copy and redistribute the material in any medium or format
Adapt — remix, transform, and build upon the material
for any purpose, even commercially.
The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
ShareAlike — If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
- You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation.
- No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.


















