The Effect of SAP Implementation, System Integration, and User Competence on Project Performance Through Procurement Efficiency and Information Completeness at PT ADHI KARYA

Authors

  • Ivan Dwi Rahmadhan Universitas Logistik Dan Bisnis Internasional
  • Melia Eka Lestiani Universitas Logistik Dan Bisnis Internasional
  • Erna Mulyati Universitas Logistik Dan Bisnis Internasional

DOI:

https://doi.org/10.59261/bustechno.v7i4.812

Keywords:

Supply Chain Management, SAP Implementation, Procurement Efficiency, Project Performance, PLS-SEM

Abstract

Background: Construction firms increasingly rely on integrated digital systems to coordinate procurement and project delivery. At PT ADHI KARYA (Persero) Tbk, however, the procurement workflow remains only partially integrated, even though SAP Materials Management (MM), SAP Project System (PS), and e-Procurement are already in use.

Objective: This study examines the relationships of SAP Implementation, SAP–e-Procurement Integration, and User Competence with Project Performance, with Procurement Efficiency and Information Completeness specified as intervening mechanisms.

Methods: Data were obtained from 100 purposively selected SAP users through an explanatory quantitative survey. The proposed measurement and structural models were evaluated using partial least squares structural equation modeling (PLS-SEM) with SmartPLS 4.

Results: Procurement Efficiency was positively associated with SAP Implementation (β = 0.319; p = 0.007), SAP–e-Procurement Integration (β = 0.321; p = 0.002), and User Competence (β = 0.241; p = 0.014). Procurement Efficiency was also positively associated with Information Completeness (β = 0.500; p < 0.001) and Project Performance (β = 0.494; p < 0.001). Information Completeness showed an additional positive association with Project Performance (β = 0.530; p < 0.001). Bootstrap estimates of the indirect effects further supported the mediating roles of Procurement Efficiency and Information Completeness.

Conclusion: Project performance is strengthened when SAP and e-Procurement operate as a more integrated workflow, procurement activities are executed efficiently, information is complete and reliable, and users possess the competence required to operate the systems effectively.

References

Ahmed, S., Majava, J., & Aaltonen, K. (2023). Implementation of circular economy in construction projects: a procurement strategy approach. Construction Innovation, 24(7). https://doi.org/10.1108/CI-12-2022-0327

Alduaij, M. Y., Alterkait, M. A., & Alainati, S. (2024). Using the Delone and McLean Success Model to Evaluate Moodle’s Information System Success. Engineering, Technology and Applied Science Research, 14(4). https://doi.org/10.48084/etasr.7300

Alsharari, N. M. (2021). Institutional change of cloud ERP implementation in the public sector: A transformation of strategy. International Journal of Digital Accounting Research.

APQC. (2019). Procurement Process Classification Framework. American Productivity & Quality Center.

Archana, M., Varadarajan, V., & Medicherla, S. S. (2022). Study on the ERP Implementation Methodologies on SAP, Oracle NetSuite and Microsoft Dynamics 365: A Review. In arXiv Preprint. https://doi.org/10.48550/arXiv.2205.02584

Cheah, J.-H., Sarstedt, M., Hair, J. F., & Ringle, C. M. (2026). Consistent partial least squares structural equation modeling using SmartPLS. Structural Equation Modeling: A Multidisciplinary Journal, 1–14.

Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences. Lawrence Erlbaum Associates.

Davenport, T. H. (1998). Putting the Enterprise into the Enterprise System. Harvard Business Review, 76(4), 121–131.

DeLone, W. H., & McLean, E. R. (2003). The DeLone and McLean Model of Information Systems Success: A Ten-Year Update. Journal of Management Information Systems, 19(4), 9–30. https://doi.org/10.1080/07421222.2003.11045748

Dhuhadmya Anggiya Kirana, Muhardi Saputra, & Warih Puspitasari. (2024). Enterprise Resource Planning of Procurement Process with SAP MM Module. International Journal of Innovation in Enterprise System, 5(1), 55–64. https://doi.org/10.25124/ijies.v5i01.120

Dospinescu, O., & Buraga, S. (2025). Integrated ERP Systems—Determinant Factors for Their Adoption in Romanian Organizations. Systems, 13(8). https://doi.org/10.3390/systems13080667

Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research.

Gabriel Awuah, Augustine Anane, & Sethlina Araba Kakra Egyir. (2022). The Effect of procurement process on procurement performance of public tertiary institutions in Ghana. World Journal of Advanced Research and Reviews, 13(2). https://doi.org/10.30574/wjarr.2022.13.2.0097

Ghozali, I., & Latan, H. (2015). Partial Least Squares: Concepts, Techniques and Applications Using SmartPLS 3.0. Publishing Agency of Diponegoro University.

Goretzko, D., Siemund, K., & Sterner, P. (2024). Evaluating Model Fit of Measurement Models in Confirmatory Factor Analysis. Educational and Psychological Measurement, 84(1). https://doi.org/10.1177/00131644231163813

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publications.

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A New Criterion for Assessing Discriminant Validity in Variance-Based Structural Equation Modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8

Ifinedo, P. (2011). An Empirical Analysis of Factors Influencing Enterprise Resource Planning (ERP) System Adoption and the Performance of Organizations. Journal of Enterprise Information Management.

Institute, P. M. (2021). A Guide to the Project Management Body of Knowledge (PMBOK Guide). Project Management Institute.

Khairnar, S., & Desai, P. (2019). Enterprise Resource Planning Implementation and Procurement Performance: A Review. International Journal of Supply Chain Management.

Kirana, D. A. (2021). Enterprise Resource Planning of Procurement Process with SAP MM Module. Proceedings of the Loupias Conference.

Korolev, R. (2009). Master Data Quality in ERP Deployment Projects: Case SAP. SAP Community / SAP White Paper.

Maddi, Davis, & Geraghty. (2020). Acceptance of e-Procurement in Organisations. In arXiv Preprint.

More, P. (2024). Digital Enterprise Resource Planning and Supply Chain Integration Toward Operational Performance. International Journal of Supply Chain Management.

Panzeri, A., Castelnuovo, G., & Spoto, A. (2024). Assessing Discriminant Validity through Structural Equation Modeling: The Case of Eating Compulsivity. Nutrients, 16(4). https://doi.org/10.3390/nu16040550

Patare, G. A., & Minde, P. R. (2016). Comparative study of conventional material management with advanced SAP technique. International Journal on Recent and Innovation Trends in Computing and Communication.

Project Management Institute. (2025). The Standard for Project Management and A Guide to the Project Management Body of Knowledge (PMBOK Guide). In Project Management Institute (Vol. 34, Number 03).

Puschmann, T., & Alt, R. (2005). Successful Use of eProcurement in Supply Chains. Supply Chain Management: An International Journal, 10(2), 122–133.

Rachmaniah, M., Suroso, A. I., Syukur, M., & Hermadi, I. (2022). Enterprise Architecture for Smart Enterprise System. International Journal of Advanced Computer Science and Applications, 13(4). https://doi.org/10.14569/ijacsa.2022.0130440

Rahwani, N. R. (2026). Procurement Cycle Implementation in SAP S/4HANA and Accurate Online: An Accounting Information Systems Perspective. International Journal of Science and Research Archive, 18(1), 485–498.

Ruivo, P., Oliveira, T., & Neto, M. (2014). Examine ERP post-implementation stages of use and value: Empirical evidence from Portuguese SMEs. International Journal of Accounting Information Systems, 15(2), 166–184. https://doi.org/10.1016/j.accinf.2014.01.002

Sharma, P. N., Liengaard, B. D., Hair, J. F., Sarstedt, M., & Ringle, C. M. (2023). Predictive model assessment and selection in composite-based modeling using PLS-SEM: extensions and guidelines for using CVPAT. European Journal of Marketing, 57(6). https://doi.org/10.1108/EJM-08-2020-0636

Shmueli, G., Sarstedt, M., Hair, J. F., Cheah, J.-H., Ting, H., Vaithilingam, S., & Ringle, C. M. (2019). Predictive model assessment in PLS-SEM: guidelines for using PLSpredict. European Journal of Marketing, 53(11), 2322–2347. https://doi.org/10.1108/EJM-02-2019-0189

Siregar, A., & Hasibuan, M. (2020). SAP Implementation on Procurement Process Efficiency in Construction Companies. Journal of Technology Management.

Sugiyono. (2023). Quantitative Research Methods. Alfabeta.

Tanjung, R. (2021). Implementation of SAP Material Management in Improving Procurement Efficiency in EPC Companies. Journal of Information Systems.

Teetzmann, J., & Quost, J. (2023). A Reference Model for ERP-Supported Business Processes in Construction Companies. Proceedings of the International Conference on Construction Informatics.

Uehata, A., & Rein, R. (2025). Statistical power analysis in exercise science. Journal of Sports Sciences, 43(24). https://doi.org/10.1080/02640414.2025.2571841

Van Weele, A. J. (2018). Purchasing and Supply Chain Management. Cengage Learning.

Walker, D. H. T., Aranda-Mena, G., Arlt, M., & Stark, J. (2007). Procurement Systems – E-Business and Project Procurement. In Procurement Systems: A Cross-Industry Project Management Perspective.

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Published

2026-09-30