
(2) Ayu Andira

(3) Mardiah Hasanah Nasution

*corresponding author
AbstractThis study aims to analyze the effect of Management Control Systems (MCS) and Balanced Scorecard (BSC) on Strategic Decision Making (SDM), with Information Technology (IT) as a moderating variable in Private Universities (PTS) in Medan City. The background of this study is based on the need for higher education institutions to adapt to the dynamics of globalization and digitalization, which require performance and information-based governance. A quantitative approach was used with the Partial Least Squares–Structural Equation Modeling (PLS-SEM) method on 251 managerial leaders as respondents. The results show that both MCS and BSC have a significant effect on SDM. MCS has a direct positive effect on PKS, but indirectly through IT, it shows a negative direction, indicating that overly rigid control systems can hinder the utilization of technology. Conversely, BSC has a significant and positive effect on IT and PKS, both directly and indirectly, indicating that BSC is capable of improving the quality of strategic decisions through the strengthening of information systems. In addition, IT proved to be a significant mediating factor in strengthening the relationship between variables, with the model's predictive contribution reaching 95.4%. This study emphasizes the importance of adaptive and integrative management system design, as well as the optimal use of information technology in supporting strategic decision-making in the higher education sector. These findings have theoretical implications for the development of modern management accounting literature and practical implications for PTS leaders to develop data-driven strategies and technological innovations. KeywordsManagement Control Systems, Balanced Scorecard, Information Technology, Strategic Decision Making
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DOIhttps://doi.org/10.57235/jambuair.v4i2.7277 |
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References
Artikel, R., Aini, L., #1, , Riyanti, S., #2, H., & #3, F. (2023). Balanced Scorecard Implementation in Indonesia’s Universities: Systematic Literature Review. Jurnal Teknik Informatika Dan Sistem Informasi, 9(1), 54-68–54 – 68. https://doi.org/10.28932/JUTISI.V9I1.5712
Betto, F., Sardi, A., Garengo, P., & Sorano, E. (2022). The Evolution of Balanced Scorecard in Healthcare: A Systematic Review of Its Design, Implementation, Use, and Review. International Journal of Environmental Research and Public Health, 19(16), 10291. https://doi.org/10.3390/IJERPH191610291
Chenhall, R. H. (2003). Management control systems design within its organizational context: findings from contingency-based research and directions for the future. Accounting, Organizations and Society, 28(2–3), 127–168. https://doi.org/10.1016/S0361-3682(01)00027-7
Dariyo, A., Uwes, S., & Tumanggor, R. O. (2022). The Implementation of the Balanced Scorecard for Improving Quality of Education. Nidhomul Haq : Jurnal Manajemen Pendidikan Islam, 7(3), 451–464. https://doi.org/10.31538/NDH.V7I3.2625
Dávila, A., Derchi, G. B., Oyon, D., & Schnegg, M. (2024). External complexity and the design of management control systems: a case study. Management Accounting Research, 63, 100875. https://doi.org/10.1016/J.MAR.2023.100875
De Jesus Alvares Mendes Junior, I., & Alves, M. D. C. (2023). The balanced scorecard in the education sector: A literature review. Cogent Education, 10(1). https://doi.org/10.1080/2331186X.2022.2160120
Dudycz, H., Hernes, M., Kes, Z., Mercier-Laurent, E., Nita, B., Nowosielski, K., Oleksyk, P., Mieczyslaw, L. O., Palak, R., Pondel, M., & Wojtkiewicz, K. (2022). A conceptual framework of Intelligent Management Control System for Higher Education. https://arxiv.org/pdf/2201.06969
Fadhila, Z., & Mahyudin, M. (2024). Information Technology Support and Accounting Digitalization on Business Development Potential with Knowledge Management as an Intervening Variable in Micro, Small and Medium Enterprises in Deli Serdang Regency. Jurnal Akuntansi Hukum Dan Edukasi, 1(2), 583–593. https://www.rayyanjurnal.com/index.php/jahe/article/view/3843
Fadila, Z., Mahyudin, M., & Martin, M. (2024). Efektivitas Penerapan E-Commerce Dalam Perkembangan Usaha Mikro Kecil dan Menengah di Kota Medan. Innovative: Journal Of Social Science Research, 4(4), 10245–10256. https://doi.org/10.31004/INNOVATIVE.V4I4.14384
Gomez-Conde, J., Lopez-Valeiras, E., Rosa, F. S., & Lunkes, R. J. (2022). The effect of management control systems in managing the unknown: Does the market appreciate the breadth of vision? Review of Managerial Science, 17(8), 1. https://doi.org/10.1007/S11846-022-00601-0
Guo, B., Paraskevopoulou, E., & Santamaría Sánchez, L. (2019). Disentangling the Role of Management Control Systems for Product and Process Innovation in Different Contexts. European Accounting Review, 28(4), 681–712. https://doi.org/10.1080/09638180.2018.1528168
Henri, J. F. (2006). Management control systems and strategy: A resource-based perspective. Accounting, Organizations and Society, 31(6), 529–558. https://doi.org/10.1016/J.AOS.2005.07.001
Hourani, M., & Abdali, S. (2017). Performance Evaluation for Private Higher Education institutions Using Balanced Scorecard. Al-Balqa Journal for Research and Studies, 20(1), 59–91. https://doi.org/10.35875/1105-020-001-010
Huber, C., Kraus, K., & Meidell, A. (2025). Integrating the balanced scorecard and enterprise risk management: Exploring the dynamics between management control anchor practices and subsidiary practices. Management Accounting Research, 66, 100924. https://doi.org/10.1016/J.MAR.2024.100924
Khoirotul Fatha, M., Dewi, A., Wulansari, A., Studi, P., Informasi, S., Komputer, I., & Timur, J. (2024). Pemanfaatan Framework IT-BSC Dalam Pengukuran Kinerja Sistem Informasi Manajemen Rumah Sakit (SIMRS): Systematic Literature Review. TeknoIS : Jurnal Ilmiah Teknologi Informasi Dan Sains , 14(1), 74–79. https://doi.org/10.36350/JBS.V14I1.233
Khristianto, W. (2020). USING IT GOVERNANCE BALANCED SCORECARD AND IMPORTANCE-PERFORMANCE ANALYSIS FOR DEVELOPING IT GOVERNANCE IN HIGHER EDUCATION INSTITUTION (AN EMPIRICAL STUDY IN EAST JAVA, INDONESIA). POLITICO, 20(1), 44–57. https://doi.org/10.32528/POLITICO.V20I1.3427
Koo, K. J., & Le, L. (2024). IT capability and innovation. Technological Forecasting and Social Change, 203, 123359. https://doi.org/10.1016/J.TECHFORE.2024.123359
Kovari, A. (2024). AI for Decision Support: Balancing Accuracy, Transparency, and Trust Across Sectors. Information 2024, Vol. 15, Page 725, 15(11), 725. https://doi.org/10.3390/INFO15110725
Langfield-Smith, & Kim. (1997). Management control systems and strategy: A critical review. Accounting, Organizations and Society, 22(2), 207–232. https://ideas.repec.org/a/eee/aosoci/v22y1997i2p207-232.html
Liangyan, M. A., Ali, H., & Said, R. M. (2024). Pakistan Journal of Life and Social Sciences A Bibliometric Analysis of Balanced Scorecard Research with Higher Education by Vosviewer. Pak. j. Life Soc. Sci, 2, 22. https://doi.org/10.57239/PJLSS-2024-22.2.00825
Lill, P. A., & Wald, A. (2021). The agility-control-nexus: A levers of control approach on the consequences of agility in innovation projects. Technovation, 107, 102276. https://doi.org/10.1016/J.TECHNOVATION.2021.102276
Madsen, D. Ø. (2025). Balanced Scorecard: History, Implementation, and Impact. Encyclopedia 2025, Vol. 5, Page 39, 5(1), 39. https://doi.org/10.3390/ENCYCLOPEDIA5010039
Mahyudin, Nazah, K., & Agustina, A. (2025). Analysis of Digital Transformation Challenges in Mediating Accounting Digitalization and Electronic Commerce (E-Commerce) on Technology- Based Entrepreneurship in Micro, Small and Medium Enterprises in Medan City. JAMPARING: Jurnal Akuntansi Manajemen Pariwisata Dan Pembelajaran Konseling, 3(1), 299–311. https://doi.org/10.57235/JAMPARING.V3I1.4993
Maryani, A., & Nur Wachidah Yulianti. (2023). Penerapan Balanced Scorecard untuk Pengukuran Kinerja Perguruan Tinggi Islam. Jurnal Riset Dan Aplikasi: Akuntansi Dan Manajemen, 6(3). https://doi.org/10.33795/JRAAM.V6I3.001
Mazzei, M. J., DeBode, J., Gangloff, K. A., & Song, R. (2025). Old Habits Die Hard: A Review and Assessment of the Threat-Rigidity Literature. Journal of Management, 51(6), 2154–2181. https://doi.org/10.1177/01492063241286493
Muda, F. P. (2025). Implementation of the Balanced Scorecard in Higher Education Performance Management: A Comparative Study Between Indonesia and International Cases. Klabat Journal of Management, 7(1), 1. https://doi.org/10.60090/KJM.V7I1.1333.1-22
Mufrihah Zain, E., Jamil, A., Firda Sari, R., Jein Andjar, F., & Muhammadiyah Sorong, U. (2025). Balanced Scorecard Analysis On Private University Performance (Study At Economic Faculty Of Muhammadiyah Sorong University). EKOMBIS REVIEW: Jurnal Ilmiah Ekonomi Dan Bisnis, 13(1), 221-234–221–234. https://doi.org/10.37676/EKOMBIS.V13I1.6807
Palazzi, F., Sentuti, A., & Sgrò, F. (2025). The institutionalisation of a new management control system: a focus on situated rationality. Journal of Management and Governance, 1–38. https://doi.org/10.1007/S10997-025-09753-Z/FIGURES/2
Pierce, E. (2022). A Balanced Scorecard for Maximizing Data Performance. Frontiers in Big Data, 5, 821103. https://doi.org/10.3389/FDATA.2022.821103
Qazi, A., Yang, Y., Lu, Y., & Fabac, R. (2022). Digital Balanced Scorecard System as a Supporting Strategy for Digital Transformation. Sustainability 2022, Vol. 14, Page 9690, 14(15), 9690. https://doi.org/10.3390/SU14159690
Riatmaja, D. S., Jeprianto, J., & Buana, A. N. H. (2025). Implementation Of Balanced Scorecard Based Educational Management Evaluation Model. Jurnal Ilmiah Edukatif, 11(1), 213–223. https://doi.org/10.37567/JIE.V11I1.3707
Roffia, P., & Dabić, M. (2023). The role of management control and integrated information systems for the resilience of SMEs. Review of Managerial Science, 18(5), 1. https://doi.org/10.1007/S11846-023-00657-6
Sofyani, H., Utami, T. P., & Yani, I. (2024). Management Control System in Higher Education Institutions and Its Role on Performance: Does Gender Matter? APSSAI ACCOUNTING REVIEW, 4(2), 162–177. https://doi.org/10.26418/APSSAI.V4I2.116
Tawse, A., & Tabesh, P. (2023). Thirty years with the balanced scorecard: What we have learned. Business Horizons, 66(1), 123–132. https://doi.org/10.1016/J.BUSHOR.2022.03.005
Teles, J., Lunkes, R. J., & Mendes, A. C. A. (2021). Efeitos interativos dos controles gerenciais, das avaliações cognitivas e reações emocionais no comprometimento afetivo. Revista de Educação e Pesquisa Em Contabilidade (REPeC), 15(3). https://doi.org/10.17524/repec.v15i3.2762
Vale, J., Amaral, J., Abrantes, L., Leal, C., & Silva, R. (2022). Management Accounting and Control in Higher Education Institutions: A Systematic Literature Review. Administrative Sciences, 12(1). https://doi.org/10.3390/ADMSCI12010014
Yu, L., & Zhuo, X. (2025). Real-Time Data Analysis in Enterprise Information-Based Intelligent Manufacturing. Procedia Computer Science, 261, 879–886. https://doi.org/10.1016/J.PROCS.2025.04.417
Zeng, X., Cao, M., Hu, J., & Zhang, W. (2024). The impact of informal control on the innovation performance of female technology professionals from the perspective of role pressure. Frontiers in Psychology, 15, 1378056. https://doi.org/10.3389/FPSYG.2024.1378056/FULL
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