Impact of Relationship between the Use of Big Data Technologies and Strategic Cost Management on the Competitive Advantage: Iraqi Evidence
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The current research is an attempt to analyze the relationship between the use of big data technologies and strategic cost management and their impact on the competitive advantage of a sample of private banks listed on the Iraq Stock Exchange. Due to rising competition in the banking sector and the growing pace of change in the economic and technological environment, big data represents a important strategic asset for improving the performance of banks that are seeking to increase their competitive power and overall efficiency. Thus be able to take advantage of big data technologies and strategic cost management in an appropriate way, which is really appropriate for the dominance of banks over the market, is a must. The study is grounded on a principal hypothesis: The influence of the association of big data technologies and strategic cost management on competitive advantage The data collecting instrument was a questionnaire. The number of questionnaires is 173 distributed over a sample of accountants, auditors, financial analysts, and financial managers in most private banks listed on the Iraq Stock Exchange. Out of the distributed questionnaires, a total of 158 valid responses were returned (91%). The author administered the questionnaires and tested the hypotheses using the advanced statistical program Smart-PLS and Excel, applying Partial Least Squares Structural Equation Modeling (PLS-SEM). The results showed a significant effect of the relationship of both the use of big data technologies and strategic cost management have on competitive advantage of all the dimensions (determinants of the competitive advantage), cost and service quality, flexibility and flexibility to changes in the market, and creativity, innovation and time. The researcher further suggests that there is a need to develop the skills of bank employees in big data techniques, exploit big data as a strategic weapon to both enhance efficiency of the operation function and improve the strategic decision making process, and to adopt sophisticated analytics to assess actual performance and facilitate risk management. In addition, the research highlights that big data technologies are aligned with strategic cost management, as a planning tool, and as a cost control tool used to achieve high service quality and operational efficiency, while also fostering a culture of innovation and continuous improvement. This capability will enable banks to transform their internal processes, create customer satisfaction with the immediate response to preferences, and therefore, gain their competitive advantage innovatively and efficiently.
Abd El Rahman Mohammed Rashwan ,Mohammed Atef Madi. (2021). The impact of big data analysis on competitive advantage support (Field study on industrial companies listed on the Palestine Stock Exchange). Global Journal of Economics and Business. Volume.10, Issue.3, pp: 630-646. https://www.refaad.com/Files/GJEB/GJEB-10-3-11.pdf
Abdul Malik, Mohamed Hisham, (2021), The Impact of Neural Networks on Reducing Audit Risk: An Applied Study in a Sample of Industrial Companies Listed on the Iraq Stock Exchange. Master's Thesis in Accounting Sciences, College of Administration and Economics, Tikrit University, Iraq.
Abubkr Ahmed Elhadi Abdelraheem ,Badreldin Elhadi Ahmed Serajeldin,Aldouma Abdallah Abdalrahman Jedo. (2017). Strategic Cost and Activating Competitive Advantage : Field Study in Paint Companies, Khartoum. International Journal of Trend in Scientific Research and Development, Volume 1(4). https://www.ijtsrd.com/papers/ijtsrd147.pdf
Akter, S., Wamba, S. F., Gunasekaran, A., Dubey, R., & Childe, S. J. (2016). How to improve firm performance using big data analytics capability and business strategy alignment? International Journal of Production Economics, 182, 113–131. https://doi.org/10.1016/j.ijpe.2016.08.018
Al-Dessouki, Hanan Ibrahim, (2024), Using Strategic Cost Management Tools to Rationalize Investment Decisions Under Uncertain Conditions, Journal of Financial and Commercial Research, Volume (25) - Issue Three - July 2024. https://jsst.journals.ekb.eg/article_353078_772ba950eb7770df41738e11727a72b6.pdf
Al-Kawaz, Salah Mahdi, Faiz Naeem Yousef, (2011), Management Accounting, First Edition, Ibn Al-Atheer House for Printing and Publishing, University of Mosul. https://centrallibrary.uomosul.edu.iq/bib/1072
Al-najjar,. S. M., & Kalaf, K. H. (2012). Designing a Strategic Cost Management System: A Case Study in the Oil Sector. International Journal of Business and Social Science, 3(11), 97–107. https://ijbssnet.com/journals/Vol_3_No_11_June_2012/11.pdf
Al-Salmawi, Maytham . (2024). The Impact of Strategic Cost Management Techniques on Reducing Costs and Achieving Competitive Advantage. International Journal of Transformations in Business Management, Vol. No. 14, Issue No. II, Apr-Jun.ResearchGate.https://www.researchgate.net/publication/381570960_The_Impact_of_Strategic_Cost_Management_Techniques_on_Reducing_Costs_and_Achieving_Competitive_Advantage
Amin Bin Saeed and Zaghdar Ahmed Dor, (2014), Cost Management from a Strategic Perspective in Enhancing the Competitive Position, Journal of Economic and Financial Studies, University of El Oued - Issue Six - Volume One. file:///C:/Users/Sword/Downloads/%D8%AF%D9%88%D8%B1-%D8%A5%D8%AF%D8%A7%D8%B1%D8%A9-%D8%A7%D9%84%D8%AA%D9%83%D8%A7%D9%84%D9%8A%D9%81-%D9%85%D9%86-%D9%85%D9%86%D8%B8%D9%88%D8%B1-%D8%A5%D8% B3%D8%AA%D8%B1%D8%A7%D8%AA%D9%8A%D8%AC%D9%8A-%D9%81%D9%8A-%D8%AA%D8%B9%D8%B2%D9%8A%D8%B2-%D8%A7%D9%84%D9%85%D9%88%D9%82%D9%81-%D8%A7%D9%84%D8%AA%D9%86%D8%A7%D9%81%D8%B3%D9%8A%20(7).pdf
Anucha Thapayom. (2021). Strategic Cost Management as a Valuable Approach for Achieving Organizational Sustainability: Evidence from Industrial Businesses in Rayong.. Thammasat University Journal. JAP53_Text01.indd
Asaad Sasaa Agrab, & Yosra Makney Fourati. (2025). The Impact of Blockchain Technology and Big Data on Strategic Cost Management and Accountants’ Skills in the Iraqi Technological Environment. Journal of Management World, 2025(2), 359–372. https://doi.org/10.53935/jomw.v2024i4.933. https://www.managementworld.online/index.php/mw/article/view/933?utm_source=chatgpt.com
Bhargava, A., Bafna, A., & Shabarisha, N. (2018). A Review on Value Chain Analysis as a Strategic Cost Management Tool. International Academic Journal of Accounting and Financial Management, 5(1), 80–92. https://www.researchgate.net/publication/337250007_A_Review_on_Value_Chain_Analysis_as_a_Strategic_Cost_Management_Tool
Blocher, E. J., Stout, D. E., Juras, P. E., & Cokins, G. (2024). Cost Management: A Strategic Emphasis (9th ed.). McGraw-Hill Education.https://www.mheducation.com/highered/product/Cost-Management-A-Strategic-Emphasis-Blocher.html
Brynjolfsson, E., & McAfee, A. (2014). The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies . W. W. Norton & Company. https://psycnet.apa.org/record/2014-07087-000
Chae, B. (2012). "Developing a Theoretical Framework for Big Data in Operations Management." International Journal of Production Research , 50(17), 4823-4834. DOI: 10.1080/00207543.2012.679030.
Dahiya, N., Tyagi, L., & Sharma, N. (2021). "Data mining techniques for Big data: Purpose, Techniques and Practical Implications". International Journal of Recent Research Aspects, 8(3).https://www.ijrra.net/Vol8issue3/IJRRA-08-03-02.pdf
Davenport, T. H. (2014). Big Data at Work: Dispelling the Myths, Uncovering the Opportunities . Harvard Business Review Press. https://hbr.org/2014/03/big-data-at-work-dispelling-the-myths-uncovering-the-opportunities
Drury, C. (2018). Management and Cost Accounting . Cengage Learning,10th Edition. Cengage Learning EMEA. https://nibmehub.com/opac-service/pdf/read/Management%20and%20Cost%20Accounting.pdf
Dubey, R., Gunasekaran, A., Childe, S. J., Wamba, S. F., & Papadopoulos, T. (2019). Big data and predictive analytics and manufacturing performance: Integrating institutional theory, resource-based view and big data culture. British Journal of Management, 30(2), 341–361. https://doi.org/10.1111/1467-8551.12355
Eko Siswo Adi , S., & Ikhsan, N. (2024) .Application of Big Data and Analytics to Increase Competitive Advantage. Jurnal Indonesia Sosial Teknologi . *ResearchGate*. https://www.researchgate.net/publication/381102383_Application_of_Big_Data_and_Analytics_to_Increase_Competitive_Advantage
ElKelety, Ibrahim Abd El Mageed Ali, (2006), " Towards a Conceptual Framework for Strategic Cost Management – The Concept, objectives, and instruments", technische_universitat_chemnitz, Doctor rerum Politicarum. https://www.youscribe.com/catalogue/documents/savoirs/towards-a-conceptual-framework-for-strategic-cost-management-1438348
Elsayed, M., Wickramasinghe, A., & Abdel Razik, M. (2011). THE ASSOCIATION BETWEEN STRATEGIC COST MANAGEMENT AND ENTERPRISE RISK MANAGEMENT: A CRITICAL LITERATURE REVIEW.vIrtus entErpress,volume 9,issue.1.https://virtusinterpress.org/THE-ASSOCIATION-BETWEEN-STRATEGIC.html
Farid Huseynov,(2021), Big Data in Business: Digital Transformation for Enhanced Decision-making and Superior Customer Experience. Gebze Technical University, Turkey. https://www.researchgate.net/publication/350296517_Big_Data_in_Business_Digital_Transformation_for_Enhanced_Decision-making_and_Superior_Customer_Experience [accessed Apr 22 2025].
Ferraris, A., Mazzoleni, A., Devalle, A., & Couturier, J. (2019). Big data analytics capabilities and knowledge management: impact on firm performance. Management Decision, 57(8), 1923–1936. https://doi.org/10.1108/MD-07-2018-0825
Filiz Mizrak. (2023). Use of Big Data in Strategic Management as a New Perspective. IGI Global book series Advances in Logistics, Operations, and Management Science (ALOMS), ResearchGate.https://www.researchgate.net/publication/372736825_Use_of_Big_Data_in_Strategic_Management_as_a_New_Perspective
Gang Wang , Angappa Gunasekaran , Eric W.T. Ngai , Thanos Papadopoulos ,(2019) ,Big data analytics in logistics and supply chain management: Certain investigations for research and applications, Volume 176, June 2016, Pages 98-110. Big data analytics in logistics and supply chain management: Certain investigations for research and applications - ScienceDirect
George, G., Haas, M. R., & Pentland, A. (2014). Big data and management. Academy of Management Journal, 57(2), 321–326. https://doi.org/10.5465/amj.2014.4002
Ghasemaghaei, M. (2020). The role of positive and negative valence factors on the impact of bigness of data on big data analytics usage. International Journal of Information Management, 50, 113–123. https://experts.mcmaster.ca/display/publication1635354
Gunasekaran, A., Yusuf, Y. Y., Adeleye, E. O., & Papadopoulos, T. (2017). Agile manufacturing practices: the role of big data and business analytics with multiple case studies. International Journal of Production Research, 56(1-2), 385–397. https://doi.org/10.1080/00207543.2017.1395488
Haider Ali Al-Masoudi, (2010),Strategic Quality Cost Management, Dar Al-Yazouri, Jordan, page 172. https://library.ecssr.ae/cgi-bin/koha/opac-detail.pl?biblionumber=160097
Horngren, C. T., Datar, S. M., & Rajan, M. (2012). Cost Accounting: A Managerial Emphasis 14th Edition. Pearson. https://vera.staff.unri.ac.id/files/2015/11/Cost-Accounting-A-Managerial-Emphasis-by-Horngren-Datar-Rajan-14th-Global-Edition.pdf
Husam Barham ,(2017). Achieving Competitive Advantage Through Big Data: A Literature Review. Conference Paper. *ResearchGate*https://www.researchgate.net/publication/318351614_Achieving_Competitive_Advantage_Through_Big_Data_A_Literature_Review
Ismail Yahya Al-Takriti (2007) Advanced Cost Accounting (Contemporary Issues), First Edition, Hamed Publishing and Distribution House, Jordan, p.377. https://www.noor-book.com/tag/%D9%85%D8%AD%D8%A7%D8%B3%D8%A8%D8%A9-%D8%A7%D9%84%D8%AA%D9%83%D8%A7%D9%84%D9%8A%D9%81-%D8%A7%D9%84%D9%85%D8%AA%D9%82%D8%AF%D9%85%D8%A9-%D9%82%D8%B6%D8%A7%D9%8A%D8%A7-%D9%85%D8%B9%D8%A7%D8%B5%D8%B1%D8%A9
Ismail Yahya Al-Takriti et al.(2007),Management Accounting (Contemporary Issues),1st Edition, Dar Hamed for Publishing & Distribution,Jordan,p.37.https://www.neelwafurat.com/itempage.aspx?id=lbb157062-118802&search=books
Johnson, M., & Green, P. (2020). Strategic Cost Management in Business Operations. London: Routledge.https://semantjournals.org/index.php/AJMP/article/view/1073
Kaplan, R. S., & Cooper, R. (1998). Cost and Effect: Using Integrated Cost Systems to Drive Profitability and Performance . Harvard Business Press https://pdfcoffee.com/cost-amp-effect-using-integrated-cost-systems-to-drive-profitability-and-performance-by-robert-s-kaplan-robin-cooper-pdf-pdf-free.html.
Khaled, Hussam El-Din and Hamdan, Khawla Hussein, (2016), "Strategic Cost Management for Production Operations in Oil Fields: An Applied Study in the Central Oil Company (a Public Company)", Higher Institute of Accounting and Financial Studies, Volume (11), Issue (36). 3.
Taher Mohsen Manzoor Al-Ghalbi, Wael Mohamed Sobhi Idris, (2020), "Strategy: An Integrated Methodological Perspective," Wael Publishing House, 2nd ed., Amman, Jordan, p. 309. books طاهر محسن منصور الغالبي الادارة الاستراتيجية - Noor Library
Kumar, R. (2024). Optimizing Business Efficiency through Strategic Cost Management: A Framework for Profit Maximization in SMEs. International Journal For Multidisciplinary Research.Volum 6 ,issue 6.https://www.ijfmr.com/research-paper.php?id=31845
Kumar, V., & Reinartz, W. (2016). Creating Enduring Customer Value . Journal of Marketing, 80(6), 36-68. https://www.researchgate.net/publication/304030130_Creating_Enduring_Customer_Value
Lambrecht & Catherine ,(2016),THE LIMITS OF BIG DATA’S COMPETITIVE EDGE. MIT Initiative on the Digital Economy RESEARCH BRIEF.https://ide.mit.edu/sites/default/files/publications/IDE-researchbrief-v03.pdf
Laudon, Kheneth. C., & Laudon, Jane. P. (2014). Management Information Systems,13thEdition, Pearson Education Limited 2014. https://repository.dinus.ac.id/docs/ajar/Kenneth_C.Laudon,Jane_P_.Laudon_-_Management_Information_Sysrem_13th_Edition_.pdf
Mahdi, Dhawadi, (2009), "Target Costing as a Tool for Strategic Cost Management and Its Role in Achieving Competitive Position," Journal of Economics and Management Sciences, Ferhat Abbas University, Setif, Algeria, Issue 9. https://asjp.cerist.dz/en/Articles/63
Mansour Ombadi, A. R. E., & Abdelkarim, O. M. N. A. (2024). The Role of Strategic Cost Management in Enhancing Business Sustainability. ResearchGate.https://www.researchgate.net/publication/385350683_The_Role_of_Strategic_Cost_Management_in_Enhancing_Business_Sustainability
Merendino, Alessandro and et al., (2018). " Big Data, Big Decisions: The Impact of Big Data on Board Level Decision-Making ", Journal of Business Research, Elsevier Inc, UK, 93(10), 67-78. https://pure.coventry.ac.uk/ws/files/21078284/Binder1.pdf
MOHAMED ELSAYED, ANANDA WICKRAMAINGHE, MARWA ABDEL RAZIK ,(2011),THE ASSOCIATION BETWEEN STRATEGIC COST MANAGEMENT AND ENTERPRISE RISK MANAGEMENT: A CRITICAL LITERATURE REVIEW , Corporate Ownership & Control / Volume 9, Issue 1, 2011, Continued – 1. https://virtusinterpress.org/IMG/pdf/10-22495cocv9i1c1art3.pdf
Mohammad Mahdi Rounaghi,Hajer Jarrar & Leo-Paul Dana. (2021). Implementation of strategic cost management in manufacturing companies: overcoming costs stickiness and increasing corporate sustainability. Future Business Journal volume 7, Article number: 31. SpringerOpen.https://fbj.springeropen.com/articles/10.1186/s43093-021-00079-4
Nandi Jenkinson, Manoj D. Chiba, Morris Mthombeni, Abdullah H. Verachia, (2024) Big data analytics effect on competitive performance: Mediating role of business model innovation. *South African Journal of Business Management*.https://sajbm.org/index.php/sajbm/article/view/4261/2964
Nazmus Sakib, (2022). Role of Big Data in Achieving Competitive Advantage. *ResearchGate*.https://www.researchgate.net/publication/363472710_Role_of_Big_Data_in_Achieving_Competitive_Advantage
Ohaba,(2023). "The Impact Of Big Data Analytics On Business Decision-Making". Available: https://elearningindustry.com/the-impact-of-big-data-analytics-on-business-decision-making
Porter, M. E. (1985). Competitive Advantage: Creating and Sustaining Superior Performance .1st Edition. Free Press. https://resource.1st.ir/PortalImageDb/ScientificContent/182225f9-188a-4f24-ad2a-05b1d8944668/Competitive%20Advantage.pdf
Sartorius, K., Eitzen, C., & Kamala, P. (2007). The design and implementation of Activity-based Costing (ABC): a South African survey. Meditari Accountancy Research, 15(2), 1–21. https://doi.org/10.1108/10222529200700008
Schmidhuber, J. (2015). Deep learning in neural networks: An overview. Neural Networks. Volume 61, January 2015, Pages 85-117. Deep learning in neural networks: An overview - ScienceDirect
Shank, J. K., & Govindarajan, V. (1993). Strategic Cost Management: The New Tool for Competitive Advantage. The Free Press Strategic Cost Management: The New Tool for Competitive Advantage: Govindarajan, Shank: 9780029126516: Amazon.com: Books
Shannon W. Anderson ,(2006).Managing Costs and Cost Structure throughout the Value Chain: Research on Strategic Cost Management. Handbooks of Management Accounting Research,Volume 2, Pages 481-506. https://www.sciencedirect.com/science/article/abs/pii/S1751324306020013
Titis Wahyuni. (2022). Literature Study of The Influence of Big Data and Data Analytic on Cost Controls . MDPI Proceedings.Presented at the 5th International Conference on Vocational Education Applied Science and Technology 2022, Teluk Betung, Indonesia, 26–28 October 2022. https://www.mdpi.com/2504-3900/83/1/52
Vishnu Vardhan Reddy Chilukoori,Srikanth Gangarapu. (2024). Strategic Cost Management in Cloud-Based Big Data Processing: An AWS Case Study from Amazon. International Journal for Research in Applied Science and Engineering Technology 12(8). ResearchGate. https://www.researchgate.net/publication/383876746_Strategic_Cost_Management_in_Cloud-Based_Big_Data_Processing_An_AWS_Case_Study_from_Amazon
Vlora Berisha. (2017). Strategic Management of Costs: A New Tool to Gain Competitive Advantage. Springer International Publishing AG,N. Tsounis, A. Vlachvei (eds.), Advances in Applied Economic Research, Springer. ResearchGate:https://www.researchgate.net/publication/318236881_Strategic_Management_of_Costs_A_New_Tool_to_Gain_Competitive_Advantage
Waller, M. A., & Fawcett, S. E. (2013). Data Science, Predictive Analytics, and Big Data: A Revolution that Will Transform Supply Chain Design and Management . Journal of Business Logistics, 34(2), 77-84. https://www.researchgate.net/publication/264340780_Data_Science_Predictive_Analytics_and_Big_Data_A_Revolution_That_Will_Transform_Supply_Chain_Design_and_Management
Wamba, S. F., Akter, S., Edwards, A., Chopin, G., & Gnanzou, D. (2015). How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study. International Journal of Production Economics, 165, 234–246. https://doi.org/10.1016/j.ijpe.2014.12.031
Wamba, S. F., Gunasekaran, A., Akter, S., Ren, S. J.-F., Dubey, R., & Childe, S. J. (2016). Big data analytics and firm performance: Effects of dynamic capabilities. Journal of Business Research, 70, 356–365. Big data analytics and firm performance: Effect of dynamic capabilities | Request PDF
Wang, D., Su, J., & Yu, H. (2020). "Feature extraction and analysis of natural language processing for deep learning English language". IEEE Access, 8, 46335-46345. Feature Extraction and Analysis of Natural Language Processing for Deep Learning English Language | IEEE Journals & Magazine | IEEE Xplore
Young, T., Hazarika, D., Poria, S., & Cambria, E. (2018). Recent trends in deep learning based natural language processing. IEEE Computational Intelligence Magazine.https://doi.org/10.1109/MCI.2018.2840738
Za'rab, Hamdi Shahada Mahmoud, (2013), An integrated approach to strategic cost management to support the competitiveness of service sector companies listed on the Palestine Stock Exchange, a field study. The Islamic University, Scientific Research and Graduate Studies Affairs, Gaza, Palestine. https://ddl.ae/book/3220371

