Examining the Functionalities of OPIS on the Procurement Operation of HEI in the Philippines

Authors

DOI:

https://doi.org/10.63931/ijchr.v7iSI2.92

Keywords:

Agile Methodology, BulSU OPIS, Demand Forecasting, Exponential Smoothing, Inventory Management, Online Procurement System, Predictive Analytics, Software Quality, ISO 25010, Supply Chain Optimization

Abstract

This study examined the inefficiencies in the manual purchasing and inventory systems at a State University, which have resulted in issues such as supply overstocking, expired inventory, and misallocation of budgetary funds. To address these challenges, the researcher developed the State University Online Procurement and Inventory System (OPIS), which incorporates a Demand Allocation Forecasting Model based on the Exponential Smoothing Algorithm. The research employed a developmental approach, integrating agile software development with descriptive methodologies, including surveys and user observations. The assessment of the OPIS utilized quality parameters consistent with ISO 25010 standards and the Unified Theory of Acceptance and Use of Technology (UTAUT). The findings indicate that the OPIS significantly enhanced procurement efficiency, resulting in a 35% reduction in stock wastage and a 20% decrease in order costs, which ultimately led to a 15% reduction in forecast errors. Furthermore, the system improved supplier performance, optimized budget usage, and streamlined the procurement process. However, users encountered challenges due to the system's complex interface and their unfamiliarity with its functionalities. Consequently, this study recommends that state universities implement user-centric training programs, enhance the system interface, and establish ongoing feedback mechanisms to facilitate effective utilization. Additionally, this research advocates for the comprehensive adoption of intelligent purchasing tools within university contexts to foster operational efficiency, accountability, and cost-effectiveness.

References

Adjei-Bamfo, P., Maloreh-Nyamekye, T., & Ahenkan, A. (2019). The role of e-government in sustainable public procurement in developing countries: A systematic literature review. Resources, Conservation and Recycling, 142, 189–203. https://doi.org/10.1016/j.resconrec.2018.12.001 DOI: https://doi.org/10.1016/j.resconrec.2018.12.001

Bah, M. P., Duramany-Lakkoh, E. K., & Udeh, E. (2022). Assessing the Effect of Human Resource Information Systems on the Human Resource Strategies of Commercial Banks. European Journal of Business and Management Research, 7(3), 304–312. https://doi.org/10.24018/ejbmr.2022.7.3.1460 DOI: https://doi.org/10.24018/ejbmr.2022.7.3.1460

Foo, F. Y., Suhaimi, A., & Yoke, S. K. (2020). GOLDEN EXPONENTIAL SMOOTHING: A SELF-ADJUSTED METHOD FOR IDENTIFYING OPTIMUM ALPHA. MALAYSIAN JOURNAL of COMPUTING, 5(2), 587. https://doi.org/10.24191/mjoc.v5i2.8901 DOI: https://doi.org/10.24191/mjoc.v5i2.8901

Gardner, E. S., & Acar, Y. (2018). Fitting the damped trend method of exponential smoothing. Journal of the Operational Research Society, 70(6), 926–930. https://doi.org/10.1080/01605682.2018.1469457 DOI: https://doi.org/10.1080/01605682.2018.1469457

Ghorbel, M. B., Hamdaoui, B., Guizani, M., & Mohamed, A. M. (2018). Long-Term Power Procurement Scheduling Method for Smart-Grid Powered Communication Systems. IEEE Transactions on Wireless Communications, 17, 2882–2892. https://doi.org/10.1109/TWC.2018.2803181 DOI: https://doi.org/10.1109/TWC.2018.2803181

Hsieh, M.-C., Giloni, A., & Hurvich, C. (2020). The propagation and identification of ARMA demand under simple exponential smoothing: forecasting expertise and information sharing. IMA Journal of Management Mathematics, 31(3), 307–344. https://doi.org/10.1093/imaman/dpaa006 DOI: https://doi.org/10.1093/imaman/dpaa006

Meira, E., Cyrino Oliveira, F. L., & Jeon, J. (2021). Treating and Pruning: New approaches to forecasting model selection and combination using prediction intervals. International Journal of Forecasting, 37(2), 547–568. https://doi.org/10.1016/j.ijforecast.2020.07.005

Prestwich, S. D. (2019). Tuning Forecasting Algorithms for Black Swans. IFAC-PapersOnLine, 52(13), 1496–1501. https://doi.org/10.1016/j.ifacol.2019.11.411 DOI: https://doi.org/10.1016/j.ifacol.2019.11.411

Sbrana, G., & Silvestrini, A. (2019). Random switching exponential smoothing: A new estimation approach. International Journal of Production Economics, 211, 211–220. https://doi.org/10.1016/j.ijpe.2019.01.038 DOI: https://doi.org/10.1016/j.ijpe.2019.01.038

Schaer, O., Kourentzes, N., & Fildes, R. (2019). Demand forecasting with user-generated online information. International Journal of Forecasting, 35(1), 197–212. https://doi.org/10.1016/j.ijforecast.2018.03.005 DOI: https://doi.org/10.1016/j.ijforecast.2018.03.005

Shilul Imarah, T., & Roni Jaelani. (2020). ABC ANALYSIS, FORECASTING AND ECONOMIC ORDER QUANTITY (EOQ) IMPLEMENTATION TO IMPROVE SMOOTH OPERATION PROCESS. Dinasti International Journal of Education Management and Social Science, 1(3), 319–325. https://doi.org/10.31933/dijemss.v1i3.149 DOI: https://doi.org/10.31933/dijemss.v1i3.149

Udenio, M., Vatamidou, E., & Fransoo, J. C. (2022). Exponential smoothing forecasts: taming the bullwhip effect when demand is seasonal. International Journal of Production Research, 1–18. https://doi.org/10.1080/00207543.2022.2048114 DOI: https://doi.org/10.1080/00207543.2022.2048114

ZHANG, J., YANG, M., & ZHANG, D. (2020). Structured Standardization Method for Intelligent Review of Material Procurement Plan. DEStech Transactions on Engineering and Technology Research, acaai. https://doi.org/10.12783/dtetr/acaai2020/34194 DOI: https://doi.org/10.12783/dtetr/acaai2020/34194

Zhukova, A. O., & Prodanova, N. A. (2022). Problems and prospects of development of the supplier portal in the public procurement system. Buhuchet v Zdravoohranenii (Accounting in Healthcare), 02, 47–56. https://doi.org/10.33920/med-17-2202-05 DOI: https://doi.org/10.33920/med-17-2202-05

Candeias, T. M., Olivo, A. de M., & Lemos, F. K. (2020). Previsão de demanda: simulação em uma empresa do segmento de artigos para dança, fitness, natação e sportswear. Revista Produção Online, 20(1), 119–148. https://doi.org/10.14488/1676-1901.v20i1.3343 DOI: https://doi.org/10.14488/1676-1901.v20i1.3343

Meira, E., Cyrino Oliveira, F. L., & Jeon, J. (2021). Treating and Pruning: New approaches to forecasting model selection and combination using prediction intervals. International Journal of Forecasting, 37(2), 547–568. https://doi.org/10.1016/j.ijforecast.2020.07.005 DOI: https://doi.org/10.1016/j.ijforecast.2020.07.005

Achen, C. A., Adams, J. S., Berkowitz, L., Adorno, T. W., Frenkel-Brunswick, E., Levinson, D. J., Sanford, R. N., Afful, S. E., Wohlford, C., Stoelting, S. M., & others. (, 2017). Personality in Context: An interpersonal systems perspective. In Identity and Interethnic Marriage in the United States (Vol. 71, Issue 36, pp. ix--xiv). John Wiley & Sons Beverley Hills, CA.

Ahmed, H. (2018). e-procurement and transparency in the public sector: a case of Local Government Engineering Department (LGED), Dhamoirhat Upazila, Naogaon. BRAC University.

Akhtar, D. M. I. (2016). Research design. Research Design (February 1, 2016). DOI: https://doi.org/10.2139/ssrn.2862445

Al-Obthani, F., & Ameen, A. (2018). Towards customized smart government quality model. International Journal of Software Engineering & Applications, 9(2), 41–50. DOI: https://doi.org/10.5121/ijsea.2018.9204

Ampratwum, E., Mohammed, A., & Oduro, F. (2018). Decentralization and teacher accountability: How political settlement shapes governance in the education sector at sub-national levels in Ghana. DOI: https://doi.org/10.2139/ssrn.3256323

Atecs, M. A., van Raaij, E. M., & Wynstra, F. (2018). The impact of purchasing strategy-structure (mis) fit on purchasing cost and innovation performance. Journal of Purchasing and Supply Management, 24(1), 68–82. DOI: https://doi.org/10.1016/j.pursup.2017.05.002

Atkinson, C. L. (2019). Full and open competition in public procurement: Values and ethics in contracting opportunity. International Journal of Public Administration, 1–14. DOI: https://doi.org/10.1080/01900692.2019.1666408

Avci, M. G., & Selim, H. (2016). A multi-agent system model for supply chains with lateral preventive transshipments: Application in a multi-national automotive supply chain. Computers in Industry, 82, 28–39. DOI: https://doi.org/10.1016/j.compind.2016.05.005

Badi, S., Wang, L., & Pryke, S. (2017). Relationship marketing in Guanxi networks: A social network analysis study of Chinese construction small and medium-sized enterprises. Industrial Marketing Management, 60, 204–218. DOI: https://doi.org/10.1016/j.indmarman.2016.03.014

Bakkelund, J., Karlsen, R., Bjørke, Ø., Suryakumar, S., Karunakaran, K. P., Bernard, A., Chandrasekhar, U., Raghavender, N., Sharma, D., Çelik, A., Yaman, H., Turan, S., Kara, A., Kara, F., Zhu, B., Qu, X., Tao, Y., Zhu, Z., Dhokia, V., … Dutta, D. (2018). Title. Journal of Materials Processing Technology, 1(1), 1–8. https://doi.org/10.1109/robot.1994.350900 DOI: https://doi.org/10.1109/ROBOT.1994.350900

Barends, E., & Rousseau, D. M. (2018). Evidence-based management: How to use evidence to make better organizational decisions. Kogan Page Publishers.

Barrad, S., & Valverde, R. (2020). The Impact of e-Supply Chain Management Systems on Procurement Operations and Cost Reduction in the Electronics Manufacturing Services Industry. Journal of Media Management and Entrepreneurship (JMME), 2(1), 1–27. DOI: https://doi.org/10.4018/JMME.2020010101

Bartai, D. K., & Kimutai, G. (2018). Role of e-requisition on procurement performance of North Rift County assemblies in Kenya. International Academic Journal of Procurement and Supply Chain Management, 3(1), 44–57.

Basheer, M., Siam, M., Awn, A., & Hassan, S. (2019). Exploring the role of TQM and supply chain practices for firm supply performance in the presence of information technology capabilities and supply chain technology adoption: A case of textile firms in Pakistan. Uncertain Supply Chain Management, 7(2), 275–288. DOI: https://doi.org/10.5267/j.uscm.2018.9.001

Basile, D., ter Beek, M. H., Degano, P., Legay, A., Ferrari, G.-L., Gnesi, S., & Di Giandomenico, F. (2020). Controller synthesis of service contracts with variability. Science of Computer Programming, 187, 102344. DOI: https://doi.org/10.1016/j.scico.2019.102344

Bédard, A., Basagaña, X., Anto, J. M., Garcia-Aymerich, J., Devillier, P., Arnavielhe, S., Bedbrook, A., Onorato, G. L., Czarlewski, W., Murray, R., & others. (, 2019). Mobile technology offers novel insights into the control and treatment of allergic rhinitis: The MASK study. Journal of Allergy and Clinical Immunology, 144(1), 135–143.

Belvedere, V., & Grando, A. (2017). Sustainable operations and supply chain management. John Wiley & Sons. DOI: https://doi.org/10.1002/9781119383260

Bernstein, S., Lerner, J., Sorensen, M., & Strömberg, P. (2017). Private equity and industry performance. Management Science, 63(4), 1198–1213. DOI: https://doi.org/10.1287/mnsc.2015.2404

Bersales, L. G. S., Perez, J., & Recide, R. (2017). Philippine Statistics Authority. Quezon, Philippines: Major Non-Food And Industrial Crop, 11(1).

Bitzidis, N., Dimitriadis, S., Karavasilis, G., Kehris, E., & Vrana, V. (2020). Internal Customer Satisfaction from an e-Procurement Information System: The Case of Greek Electronic Public Procurement System (ESIDIS). In Strategic Innovative Marketing and Tourism (pp. 61–69). Springer. DOI: https://doi.org/10.1007/978-3-030-36126-6_8

Blut, M., & Wang, C. (2019). Technology readiness: a meta-analysis of conceptualizations of the construct and its impact on technology usage. Journal of the Academy of Marketing Science, 1–21.

Boiko, A., & Shendryk, V. (2017). System integration and security of information systems. Procedia Computer Science, 104, 35–42. DOI: https://doi.org/10.1016/j.procs.2017.01.053

Botha, J., Eloff, M. M., & Swart, I. (2016). Pro-active data breach detection: examining accuracy and applicability on personal information detected. ICCWS 2016 11th International Conference on Cyber Warfare and Security: ICCWS2016, 47.

Brandon-Jones, A. (2017). E-procurement quality from an internal customer perspective. International Journal of Operations & Production Management. DOI: https://doi.org/10.1108/IJOPM-08-2016-0480

Brandon-Jones, A., & Kauppi, K. (2018). Examining the antecedents of the technology acceptance model within e-procurement. International Journal of Operations & Production Management. DOI: https://doi.org/10.1108/IJOPM-06-2015-0346

Brunetto, Y., Xerri, M., Trinchero, E., Beattie, R., Shacklock, K., Farr-Wharton, R., & Borgonovi, E. (2018). Comparing the impact of management on public and private sector nurses in the UK, Italy, and Australia. Public Management Review, 20(4), 525–544. DOI: https://doi.org/10.1080/14719037.2017.1309100

Chen, L. (2018). Study on the E-commerce Logistics Innovation and Traditional Logistics Transformation under Internet Thinking.

Croom, S., Romano, P., & Giannakis, M. (2016). Supply chain management: an analytical framework for a critical literature review. European Journal of Purchasing & Supply Management, 6(1), 67–83. DOI: https://doi.org/10.1016/S0969-7012(99)00030-1

Cuervo-Cazurra, A., Mudambi, R., & Pedersen, T. (2019). Subsidiary power: Loaned or owned? The lenses of agency theory and resource dependence theory. Global Strategy Journal, 9(4), 491–501. DOI: https://doi.org/10.1002/gsj.1362

Davila, A., Gupta, M., & Palmer, R. J. (2018). Internal controls, decentralization, and performance. In Performance Measurement and Management Control: The Relevance of Performance Measurement and Management Control Research. Emerald Publishing Limited. DOI: https://doi.org/10.1108/S1479-351220180000033003

de Lima, D. P., Fioriolli, J. C., Padula, A. D., & Pumi, G. (2018). The impact of Chinese imports of soybean on port infrastructure in Brazil: A study based on the concept of the “Bullwhip Effect.” Journal of Commodity Markets, 9, 55–76. DOI: https://doi.org/10.1016/j.jcomm.2017.11.001

Denner, M.-S., Püschel, L. C., & Röglinger, M. (2018). How to exploit the digitalization potential of business processes. Business & Information Systems Engineering, 60(4), 331–349. DOI: https://doi.org/10.1007/s12599-017-0509-x

Dubey, R., Gunasekaran, A., Papadopoulos, T., Childe, S. J., Shibin, K. T., & Wamba, S. F. (2017). Sustainable supply chain management: framework and further research directions. Journal of Cleaner Production, 142, 1119–1130. DOI: https://doi.org/10.1016/j.jclepro.2016.03.117

Ellram, L. M., & Ueltschy Murfield, M. L. (2019). Supply chain management in industrial marketing–Relationships matter. Industrial Marketing Management, 79(XXXX), 36–45. https://doi.org/10.1016/j.indmarman.2019.03.007 DOI: https://doi.org/10.1016/j.indmarman.2019.03.007

Foong, S. Y., Sambasivan, M., & others. (, 2018). Relational Signalling in Governance Mechanisms and Trust Building. Asian Journal of Accounting and Governance, 9, 49–62. DOI: https://doi.org/10.17576/AJAG-2018-09-05

Gariba, I. A. (2019). FACTORS AFFECTING THE ADOPTION AND IMPLEMENTATION OF THE E-PROCUREMENT SYSTEM IN THE PUBLIC SECTOR: A CASE OF TAMALE TEACHING HOSPITAL.

Ghauri, P., Grønhaug, K., & Strange, R. (2020). Research methods in business studies. Cambridge University Press. DOI: https://doi.org/10.1017/9781108762427

Giotis, A. P., Sfikas, G., Gatos, B., & Nikou, C. (2017). A survey of document image word spotting techniques. Pattern Recognition, 68, 310–332. DOI: https://doi.org/10.1016/j.patcog.2017.02.023

Grabellus, C., Heinrich, L., & Schulz, W. H. (2019). B2B SUPPLY CHAIN PROCESSES LACKING BEHIND THE B2C DEVELOPMENTS--A CO-OPERATIVE PLATFORM APPROACH FOR JOINTLY REALIZING COMPETITIVE ADVANTAGES. Symposium on Logistics, 52.

Graveto, V., Rosa, L., Cruz, T., & Simões, P. (2019). A stealth monitoring mechanism for cyber-physical systems. International Journal of Critical Infrastructure Protection, 24, 126–143. DOI: https://doi.org/10.1016/j.ijcip.2018.10.006

Green, M. (2016). Technology and the Teacher Perceived Barriers Impacting Integration in the K-5 Classroom: A Qualitative Study. Northcentral University.

Griffith, D. A., Hoppner, J. J., Lee, H. S., & Schoenherr, T. (2017). The influence of the structure of interdependence on the response to inequity in buyer-supplier relationships. Journal of Marketing Research, 54(1), 124–137. DOI: https://doi.org/10.1509/jmr.13.0319

Halawa, F., Dauod, H., Lee, I. G., Li, Y., Yoon, S. W., & Chung, S. H. (2019). Introduction of a real-time location system to enhance warehouse safety and operational efficiency. International Journal of Production Economics, 107541. DOI: https://doi.org/10.1016/j.ijpe.2019.107541

Han, Z., Huo, B., & Zhao, X. (2019). Backward supply chain information sharing: who does it benefit? Supply Chain Management: An International Journal.

Haynes, A., Garvey, K., Davidson, S., & Milat, A. (2020). What can policy-makers get out of systems thinking? Policy partners’ experiences of systems-focused research collaboration in preventive health. International Journal of Health Policy and Management, 9(2), 65. DOI: https://doi.org/10.15171/ijhpm.2019.86

Helmold, M., & Terry, B. (2017). Supply Management Strategy. In Global Sourcing and Supply Management Excellence in China (pp. 35–80). Springer. DOI: https://doi.org/10.1007/978-981-10-1666-0_2

Ilhan, N., & Rahim, M. M. (2020). Understanding the Digital Transformation of Procurement Through E-Procurement Systems Implementation: Business Partner Relationship Perspective. In Leadership, Management, and Adoption Techniques for Digital Service Innovation (pp. 182–206). IGI Global. DOI: https://doi.org/10.4018/978-1-7998-2799-3.ch010

Johns, L., Thrall, C., & Wellhausen, R. L. (2019). Judicial economy and moving bars in international investment arbitration. The Review of International Organizations, 1–23. DOI: https://doi.org/10.1007/s11558-019-09364-y

Johnsen, T. E., Miemczyk, J., & Howard, M. (2017). A systematic literature review of sustainable purchasing and supply research: Theoretical perspectives and opportunities for IMP-based research. Industrial Marketing Management, 61, 130–143. DOI: https://doi.org/10.1016/j.indmarman.2016.03.003

Jokela, P., & Söderman, A. (2017). Re-examining the link between fairness and commitment in buyer-supplier relationships. Journal of Purchasing and Supply Management, 23(4), 268–279. DOI: https://doi.org/10.1016/j.pursup.2017.08.003

Jomaa, W., Songmene, V., & Bocher, P. (2016). A hybrid approach based on machining and dynamic tests data for the identification of material constitutive equations. Journal of Materials Engineering and Performance, 25(3), 1010–1027. DOI: https://doi.org/10.1007/s11665-016-1950-6

Juma, J., & Makupi, D. (2017). Understanding Database Security Metrics: A Review.

Kain, R., & Verma, A. (2018). Logistics management in the supply chain--an overview. Materials Today: Proceedings, 5(2), 3811–3816. DOI: https://doi.org/10.1016/j.matpr.2017.11.634

Katarungan, K. N. G. (2018). Staff of the Office of the Secret£^.

Khalil, N., Kamaruzzaman, S. N., Baharum, M. R., & Husin, H. N. (2018). Indicating Users’ Risk in Building Performance Evaluation for University Buildings. Asian Journal of Environment-Behaviour Studies, 3(10), 47–57. DOI: https://doi.org/10.21834/aje-bs.v3i10.312

King, A. Y. C. (2018). The Chinese University of Hong Kong. The Administrative Absorption of Politics in Hong Kong, with Special Emphasis on the City District Officer Scheme.

Kuenkel, P. (2019). The Patterns of Aliveness Theory. In Stewarding Sustainability Transformations (pp. 97–140). Springer. DOI: https://doi.org/10.1007/978-3-030-03691-1_5

Kujala, J. (2017). SUPPLY CHAIN AS A RESOURCE.

Kumar, M., Basu, P., & Avittathur, B. (2018). Pricing and sourcing strategies for competing retailers in supply chains under disruption risk. European Journal of Operational Research, 265(2), 533–543. DOI: https://doi.org/10.1016/j.ejor.2017.08.019

Landicho, J. A. (2018). A web-based geographical project monitoring and information system for the road and highways. Journal of Electrical Systems and Information Technology, 5(2), 252–261 DOI: https://doi.org/10.1016/j.jesit.2016.10.011

Langford, G., & Langford, T. (2019). Building a Sustainable Business Model through Technology Entrepreneurship: An Analysis of Business Models from a System and a System of Systems Perspective. 2019 Portland International Conference on Management of Engineering and Technology (PICMET), 1–12. DOI: https://doi.org/10.23919/PICMET.2019.8893738

LaPorte, J. (2018). The Vendor in a Retail Setting: A Survey.

Lerner, I. M., Manerov, M. A., Fayzullin, R. R., Chernyvskii, S. M., & Il’in, V. I. (2020). Features of Capacity of Communication Channel with APSK-N signals, which Implements the Theory of Resolution Time. 2020 Systems of Signals Generating and Processing in the Field of on Board Communications, 1–10. DOI: https://doi.org/10.1109/IEEECONF48371.2020.9078553

Lewis-Faupel, S., Neggers, Y., Olken, B. A., & Pande, R. (2016). Can electronic procurement improve infrastructure provision? Evidence from public works in India and Indonesia. American Economic Journal: Economic Policy, 8(3), 258–283. DOI: https://doi.org/10.1257/pol.20140258

Li, P., & Yu, Y. (2019). Integration of Enterprise Standard System and Professional Management System. 2018 6th International Education, Economics, Social Science, Arts, Sports, and Management Engineering Conference (IEESASM 2018). DOI: https://doi.org/10.2991/ieesasm-18.2019.37

Markkula, G., Madigan, R., Nathanael, D., Portouli, E., Lee, Y. M., Dietrich, A., Billington, J., Schieben, A., & Merat, N. (2020). Defining interactions: A conceptual framework for understanding interactive behavior in human and automated road traffic. Theoretical Issues in Ergonomics Science, 1–24. DOI: https://doi.org/10.31234/osf.io/8w9z4

Matheus, R., & Janssen, M. (2020). A systematic literature study to unravel transparency enabled by open government data: The window theory. Public Performance & Management Review, 43(3), 503–534. DOI: https://doi.org/10.1080/15309576.2019.1691025

McCann, M. R. (2018). Networks, Relationships, and Social Change: Reimagining the museum as a key actor in a system of social progress and responsibility. A case study of the United States Holocaust Memorial Museum. The University of Leicester.

Miller, G. A. (2017). What is information measurement? In Systems Research for Behavioral Science (pp. 123–128). Routledge.

Möller, K., & Halinen, A. (2017). Managing business and innovation networks—From strategic nets to business fields and ecosystems. Industrial Marketing Management, 67, 5–22. DOI: https://doi.org/10.1016/j.indmarman.2017.09.018

Mora-Monge, C. A., Quesada, G., González, M. E., Mueller, J., & Mueller, R. (2010). Impact of e-procurement on procurement practices and performance. Benchmarking: An International Journal.

Naarttijärvi, M. (2018). Balancing data protection and privacy--The case of information security sensor systems. Computer Law & Security Review, 34(5), 1019–1038. DOI: https://doi.org/10.1016/j.clsr.2018.04.006

Nelloh, L. A. M., Santoso, A. S., & Slamet, M. W. (2019). Will Users Keep Using Mobile Payment? It Depends on Trust and Cognitive Perspectives. Procedia Computer Science, 161, 1156–1164. DOI: https://doi.org/10.1016/j.procs.2019.11.228

Neupane, A., Soar, J., Vaidya, K., & Aryal, S. (2017). Application of e-government principles in the anti-corruption framework. In Digital Governance and E-Government Principles Applied to Public Procurement (pp. 56–74). IGI Global. DOI: https://doi.org/10.4018/978-1-5225-2203-4.ch003

Novlan, T. D., Ng, B. L., Nam, Y. H., & Papasakellariou, A. (2018). Methods and apparatus for the device-to-device communications system. Google Patents.

Nyamwamu, R. W. N. (2016). A Website Evaluation Tool: Case of the University of Eastern Africa, Baraton. Moi University.

Oberloier, S., & Pearce, J. M. (2018). Open source low-cost power monitoring system. HardwareX, 4, e00044. DOI: https://doi.org/10.1016/j.ohx.2018.e00044

Osir, E. O. (2016). Role of e-procurement adoption on procurement performance in state corporations in Kenya: A case of Kenya Utalii College. International Academic Journal of Procurement and Supply Chain Management, 2(1), 66–100.

Padhi, S. S., Wagner, S. M., & Mohapatra, P. K. J. (2016). Design of auction parameters to reduce the effect of collusion. Decision Sciences, 47(6), 1016–1047. DOI: https://doi.org/10.1111/deci.12159

Panthee, M., & Sharma, Y. K. (2019). Review of E-Government Implementation.

Parsert, J., & Kaliszyk, C. (2018). Towards Formal Foundations for Game Theory. International Conference on Interactive Theorem Proving, 495–503. DOI: https://doi.org/10.1007/978-3-319-94821-8_29

Petersen, O. H., Baekkeskov, E., Potoski, M., & Brown, T. L. (2019). Measuring and managing ex-ante transaction costs in public sector contracting. Public Administration Review, 79(5), 641–650. DOI: https://doi.org/10.1111/puar.13048

Plaček, M., Schmidt, M., Ochrana, F., Vaceková, G., & Soukopová, J. (2019). Repeated selection of supplier, factors, and results: the Czech Republic. Journal of Public Procurement. DOI: https://doi.org/10.1108/JOPP-12-2018-0049

Plachkinova, M., & Maurer, C. (2019). Security breach at Target. Journal of Information Systems Education, 29(1), 7.

Puschmann, T., & Alt, R. (2016). Sharing economy. Business & Information Systems Engineering, 58(1), 93–99. DOI: https://doi.org/10.1007/s12599-015-0420-2

Rabin, R. L. (2016). Perspectives on Privacy, Data Security, and Tort Law. DePaul L. Rev., 66, 313. DOI: https://doi.org/10.2139/ssrn.3008921

Rajala, A., & Tidström, A. (2017). A multilevel perspective on organizational buying behavior in coopetition--an exploratory case study. Journal of Purchasing and Supply Management, 23(3), 202–210. DOI: https://doi.org/10.1016/j.pursup.2017.03.002

Ramanathan, R., Ramanathan, U., & Karpuzcu, T. (2016). Impact of e-commerce in B2B physical distribution: diffusion of innovations perspective. In Encyclopedia of E-Commerce Development, Implementation, and Management (pp. 2256–2270). IGI Global. DOI: https://doi.org/10.4018/978-1-4666-9787-4.ch162

Ratajczak-Mrozek, M. (2017). The Essence of the Network approach. In-Network Embeddedness (pp. 27–59). Springer. DOI: https://doi.org/10.1007/978-3-319-56511-8_2

Reddy, A. A. (2016). Impact of e-markets in Karnataka, India. Indian Journal of Agricultural Marketing, 30(2), 31–44.

Reeves, A., Culverwell, J., & Wittman, A. (2017). Auditing and tracking changes of data and code in spreadsheets and other documents. Google Patents.

Sanderson, J., Lonsdale, C., & Mannion, R. (2019). What’s needed to develop strategic purchasing in healthcare? Policy lessons from a realist review. International Journal of Health Policy and Management, 8(1), 4. DOI: https://doi.org/10.15171/ijhpm.2018.93

Sanderson, J., Lonsdale, C., Mannion, R., & Matharu, T. (2012). Towards a framework for enhancing procurement and supply chain management practice in. Studies, 10(171), 192–193.

Scott, M. A., Burke, G., & Szmerekovsky, J. (2018). “Do as I Do and Not as I Say”: Exploring Price-Oriented Maverick Buying During Supplier Selection. Decision Sciences, 49(1), 25–64. DOI: https://doi.org/10.1111/deci.12262

Shan, M., Le, Y., Chan, A. P. C., & Hu, Y. (2020). Underlying Factors of Corruption in the Public Construction Sector. In Corruption in the Public Construction Sector (pp. 23–47). Springer. DOI: https://doi.org/10.1007/978-981-13-9550-5_3

Shonhe, J. (2017). An investigation of purchasing and supply chain management practices and challenges in state enterprises: a case study of Zimbabwe's health sector.

Singh, A., & Teng, J. T. C. (2016). Enhancing supply chain outcomes through Information Technology and Trust. Computers in Human Behavior, 54, 290–300. DOI: https://doi.org/10.1016/j.chb.2015.07.051

Skutlaberg, K., Huseby, A. B., & Natvig, B. (2018). Partial monitoring of multistate systems. Reliability Engineering & System Safety, 180, 434–452. DOI: https://doi.org/10.1016/j.ress.2018.08.006

Son, B.-G., Lee, C.-H., Ha, B.-C., & Nam, H. (2019). Investigating the fair treatment of suppliers and its trust fostering role and performance benefits. International Journal of Production Economics, 216, 54–66. DOI: https://doi.org/10.1016/j.ijpe.2019.04.009

Spaseski, D. (2018). HISTORICAL AND SOCIETY ROLE OF THE TEACHER IN DEVELOPMENT OF EDUCATION. International Journal of Education TEACHER, 8(15), 113–118.

Tahir, H. M., Razak, N. A., & Rentah, F. (2018). The contributions of small and medium enterprises (SME’s) On Malaysian economic growth: A sectoral analysis. International Conference on Kansei Engineering & Emotion Research, 704–711. DOI: https://doi.org/10.1007/978-981-10-8612-0_73

Thomas, S., Eastman, J., Shepherd, C. D., & Denton, L. T. (2018). A comparative assessment of win-win and win-lose negotiation strategy use on supply chain relational outcomes—the International Journal of Logistics Management. DOI: https://doi.org/10.1108/IJLM-10-2016-0238

Vaidya, K., & Campbell, J. (2016). A multidisciplinary approach to defining public e-procurement and evaluating its impact on procurement efficiency. Information Systems Frontiers, 18(2), 333–348. DOI: https://doi.org/10.1007/s10796-014-9536-z

Vardon, M., Castaneda, J.-P., Nagy, M., & Schenau, S. (2018). How the System of Environmental-Economic Accounting can improve environmental information systems and data quality for decision making. Environmental Science & Policy, 89, 83–92. DOI: https://doi.org/10.1016/j.envsci.2018.07.007

Venkatesh, V., Thong, J. Y. L., & Xu, X. (2016). A unified theory of acceptance and use of technology: A synthesis and the road ahead. Journal of the Association for Information Systems, 17(5), 328–376. DOI: https://doi.org/10.17705/1jais.00428

Vinatzer, B. A., Heath, L. S., Almohri, H. M. J., Stulberg, M. J., Lowe, C., & Li, S. (2019). Cybersecurity Challenges of Pathogen Genome Databases. Frontiers in Bioengineering and Biotechnology, 7, 106. DOI: https://doi.org/10.3389/fbioe.2019.00106

Walker, W. T. (2016). Supply chain architecture: a blueprint for networking the flow of material, information, and cash. CrC Press.

Williams, M. D., Rana, N. P., & Dwivedi, Y. K. (2015). The unified theory of acceptance and use of technology (UTAUT): a literature review. Journal of Enterprise Information Management. DOI: https://doi.org/10.1108/JEIM-09-2014-0088

Wynstra, F., Suurmond, R., & Nullmeier, F. (2019). Purchasing and supply management as a multidisciplinary research field: Unity in diversity? Journal of Purchasing and Supply Management, 25(5), 100578. DOI: https://doi.org/10.1016/j.pursup.2019.100578

Zautashvili, D. (2017). E-government Maturity Model by Growth Level of E-services Delivery. Journal of Technical Science and Technologies, 6(2). DOI: https://doi.org/10.31578/jtst.v6i2.131

Zhang, J. (2016). Benefits, Strategies, and Barriers of E-procurement Adoption for Swedish Food Wholesalers: Case studies with three Swedish food wholesale companies.

Zhou, W., Chong, A. Y. L., Zhen, C., & Bao, H. (2018). E-supply chain integration adoption: an examination of buyer-supplier relationships. Journal of Computer Information Systems, 58(1), 58–65. DOI: https://doi.org/10.1080/08874417.2016.1189304

Blut, Markus & Wang, Cheng. (2019). Technology readiness: a meta-analysis of conceptualizations of the construct and its impact on technology usage. Journal of the Academy of Marketing Science. 48. 10.1007/s11747-019-00680-8. DOI: https://doi.org/10.1007/s11747-019-00680-8

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Published

2025-07-31

How to Cite

Pabustan, R. (2025). Examining the Functionalities of OPIS on the Procurement Operation of HEI in the Philippines. International Journal on Culture, History, and Religion, 7(SI2), 803–825. https://doi.org/10.63931/ijchr.v7iSI2.92

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