Business intelligence solution implementation challenges: A comparative analysis of service based start-ups, small & medium and large enterprises
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Abstract
The term Business Intelligence (BI), first used in 1989 to describe an umbrella concept by Howard Dressner involving methods for improving business decision-making based on facts. It gradually evolved into data-driven decision support systems (DSS) in the contemporary era of technology, replacing terms like executive information systems. BI Solution works as a combination system of collection and storage of data to generate 'actionable information and knowledge at the right time, in the right location, and in the right form. Currently, BI solutions act as a priority for chief information officers (CIO), as a Gartner survey reported, to enhance business effectiveness and innovation by generating quality information of the company and using it in the decision-making process. Over the last few decades, business data volumes have increased tremendously due to the rise of business information systems such as ERP, CRM, etc. International Data Corporation (IDC) highlighted in the 6th annual study that the digital universe comprising structured and unstructured data will grow 300 times to 40,000 exabytes from 130 exabytes by 2020. The size of data will double every two years from 2012 onwards. India has witnessed the increased implementation of business intelligence solutions in the past decade, especially in the service industry, comprising retail, healthcare, BFSI, and IT organizations, to enhance their business practices & procedures and achieve competitive advantage. The present research aims to do a comparative study of business intelligence solution implementation challenges among service industry start-ups, small & medium, and large enterprises.
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1. Tutunea, M. F., & Rus, R. V. (2012). Business Intelligence Solutions for SME's. Procedia Economics and Finance, 3, 865–870. https://doi.org/http:// dx.doi.org/10.1016/S2212-5671(12)00242-0
2. Azma, F., & Mostafapour, M. A. (2012). Business intelligence as a key strategy for development organisations. Procedia Technology, 1, 102-106. https://doi.org/ 10.1016/j.protcy.2012.02.020
3. Hindu Bureau. (2005). Business intelligence market to grow at 29%. Retrieved from The Hindu Business Line website: http://www.thehindubusinessline. com/2005/06/10/stories/%0A2005061002610400.html
4. Tripathi, Anuj & Bagga, Teena. (2020). Leveraging work from home for business continuity during COVID-19 pandemic-with reference to Bi solution adoption. Indian Journal of Economics and Business, 19(1), 19-34.
5. Oumkaltoum, B. (2019). Toward A Business Intelligence Model for challenges of interoperability in egov system: Transparency, Scalability and Genericity. In 2019 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS) (pp. 1-6). IEEE. https://doi.org/10.1109/ WITS.2019.8723756
6. Barman, P.D., Haque, R., Ahmed, S., Senathirajah, A.R.S., Khalil, M.I., Chawdhury, B., & Din, F.M.B.O. (2023). Predictors Of Social Entrepreneurship Intention Amongst Undergraduates. Change Management, An International Journal, 23(1), 30-52. https://www.cm-os-cgrn.org/os/issue-details.php?pid=193
7. Khalil, M.I., Haque, R., & Senathirajah, ARS. (2023). Factors Affecting SMEs Perception of Human Resource Management Practices: A Structural Equation Modeling Approach. International Journal of Professional Business Review, 8(5), 1-23 (e01502). https://doi.org/10.26668/businessreview/2023.v8i5.1502
8. Haibao, W., & Haque, R. (2023). Digital Transformation And Sustainable Development Of Automobile Insurance Claims Departments. MAHSA International Journal of Business and Social Sciences, 3(1), 42-47. https://mahsaacademy.com.my/conference/Ejournal/#/view
9. Statistic Times. (2021). Sector-wise GDP of India. Retrieved From https:// statisticstimes.com/economy/country/india-gdp-sectorwise.php
10. IBEF. (2021). Services Sector in India. Retrieved from https://www.ibef.org/industry/ services.aspx
11. Haque, R. & Joshi, H. (2011). Marketing Communication: Thinking outside The Box And Moving Beyond Promotion Mix. Asian Journal of Technology & Management Research (AJTMR), 1(1), 1-7. http://www.ajtmr.com/archives.aspx
12. Jiayuan, L., Senathirajah, A.R.S., Haque, R., Osman, Z. & Murugan, P. (2018). Antecedents and Consequences of Service Quality in the Hotel Industry: A Mixed Methodology Approach. Science International Journal, 30(3), 381-386. http://www.sci-int.com/Search?catid=101
13. Senathirajah, A.R.S. & Haque, R. (2022). A Phenomenological Study Exploring Consumers’ Perception Of E-Service Quality: A Case Study On Online Shoppers. Res Militaris, European Journal of Military Studies, 12(2), 1250-1262. https://resmilitaris.net/menu-script/index.php/resmilitaris/article/view/199/129
14. Sakpal, M. (2020). Gartner Forecasts IT Spending in India to Grow 6% in 2021. Retrieved From https://www.gartner.com/en/newsroom/press-releases/2020-11-23-gartner-forecasts-it-spending-in-india-to-grow-6--in-
15. Sharma, R. (2012). Measuring social and emotional intelligence competencies in the Indian context. Cross Cultural Management: An International Journal. https://doi.org/10.1108/13527601211195619
16. Tripathi, Anuj, Bagga, Teena, Sharma, S., & Vishnoi, S. K. (2021, January). Big Data-Driven Marketing enabled Business Performance: A Conceptual Framework of Information, Strategy and Customer Lifetime Value. In 2021 11th International Conference on Cloud Computing, Data Science & Engineering (Conference) (pp. 315-320). IEEE DOI: 10.1109/Confluence 51648.2021.9377156
17. Hamad, F., Al-Aamr, R., Jabbar, S. A., & Fakhuri, H. (2020, Jun 29). Business intelligence in academic libraries in Jordan: Opportunities and challenges. FLA Journal, https://doi.org/10.1177%2F0340035220931882, 47(1), 37-50.
18. Adetayo, A., Senathirajah, A.R.S., Devasia, S.N. & Haque, R. (2022). Modelling Consumer Perception of Service Quality in Banks. Res Militaris, European Journal of Military Studies, 12(2), 1357-1373. https://resmilitaris.net/menu-script/index.php/resmilitaris/article/view/207/137
19. Ahmed, M.N., Haque, R., Senathirajah, ARS., Khalil, M.I., Ahmed, S., Devasia, S.N., Yong, S.C.S.C., & Isa, A. (2024). Library Services Provision During the Covid-19 Pandemic: A Comparative Study Between Developing Countries. International Journal of Religion, 5(5), 816-831. https://doi.org/10.61707/16dyrm70
20. Miškuf, M., & Zolotová, I. (2015). Application of business intelligence solutions on manufacturing data. In 2015 IEEE 13th International Symposium on Applied Machine Intelligence and Informatics (SAMI) (pp. 193-197). IEEE. https://doi.org/10.1109/SAMI.2015.7061874
21. Haque, R., Senathirajah, ARS., Qazi, S.Z., Afrin, N., Ahmed, M.N., & Khalil, M.I. (2024). Factors Of Information Literacy Preventing Fake News: A Case Study Of Libraries In Developing Countries. International Journal of Religion, 5(7), 804-817. https://doi.org/10.61707/vqbfpj15
22. Guangming, C., Duan, Y., & Cadden, T. (2019). The link between information processing capability and competitive advantage mediated through decision-making effectiveness. International Journal of Information Management, https://doi.org/10.1016/j.ijinfomgt.2018.10.003, 44.
23. Mien, O. L., Senathirajah, A. R. B. S., Isa, M. B. M., Haque, R., Lertatthakornkit, T., Ramasamy, G., Krishnasamy, H. N. (2023). Leadership Style's Impact on Operational Performance Towards Sustainable Growth: A Case Study of the Malaysian Banking Industry. International Journal of Instructional Cases, 7(2), 107-130. https://ijicases.com/menuscript/index.php/ijicases/article/view/90/65
24. Mishra, R., & Saini, A. K. (2017). A healthcare logistic network considering stochastic emission of contamination: Bi-objective model and solution algorithm. In P. Kapur, U. Kumar, & A. Verma (Eds.), Quality, IT and Business Operations. Springer Proceedings in Business and Economics. (pp. 405–419). Retrieved from https://link.springer.com/chapter/10.1007/978-981-10-5577-5_32
25. English, V., & Hofmann, M. (2018). Business Intelligence as a Source of Competitive Advantage in SMEs: A Systematic Review. DBS Business Review, 2, 25. https://doi.org/10.22375/dbr.v2i0.23
26. Annathurai, Y., Senathirajah, ARS., Haque, R., & Devasia, S.N. (2023). The Impact Of Operation Revitalisation Strategies In Power Generation Plants On Customer Satisfaction. International Journal of Professional Business Review, 8(5), 1-21 (e01500). https://doi.org/10.26668/businessreview/2023.v8i5.1500
27. Wahab, A.A.A., Haque, R., Muhamad, M., Senathirajah,ARS., Qazi, S.Z. (2024). Impact of Employee Performance in Context of Sustainable Growth in Education Sector: A Prospective of Mentorship’s Effect. International Journal of Religion, 5(10), 455-474. https://doi.org/10.61707/f45ryd7
28. García, J. M. V., & Pinzón, B. H. D. (2017). Key success factors to business intelligence solution implementation. Journal of Intelligence Studies in Business, 7(1), 48–69. Retrieved from https://papers.ssrn.com/sol3/ papers. cfm?abstract_id=2965610
29. Arnott, D., Lizama, F., & Song, Y. (2017). Patterns of business intelligence systems use in organisations. Decision Support Systems, 97, 58-68. https://doi.org/ 10.1016/j.dss.2017.03.005
30. Olszak, C. M., & Ziemba, E. (2006). Business Intelligence Systems in the Holistic Infrastructure Development Supporting Decision-Making in Organisations. Interdisciplinary Journal of Information, Knowledge, and Management, 1, 47–58. Retrieved from http://ijikm.org/Volume1/IJIKMv1p047-058Olszak19.pdf
31. Ziemba, E., & Olszak, C. M. (2012). Critical success factors for implementing Business Intelligence systems in small and medium enterprises on the example of Upper Silesia, Poland. Interdisciplinary Journal of Information, Knowledge and Management, 7 (2), 129-151. https://doi.org/10.28945/1584
32. Richards, G., Yeoh, W., Chong, A. Y. L., & Popovič, A. (2019). Business intelligence effectiveness and corporate performance management: an empirical analysis. Journal of Computer Information Systems, 59(2), 188-196. https://doi.org/10.1080/08874417.2017.1334244
33. Vishnoi, S. K., Bagga, T. and Tripathi, A. (2021). "Exploring Technology and Organizational Capability from the Perspective of Marketing Intelligence," 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), 2021, pp. 1-7, doi: 10.1109/ICRITO51393.2021.9596452.
34. Tripathi, A., Bagga, T., & Aggarwal, R. K. (2020). Strategic Impact of Business Intelligence: A Review of Literature. Prabandhan: Indian Journal of Management, 13(3), 35-48. DOI: 10.17010/pijom/2020/v13i3/151175
35. Tripathi, Anuj and Bagga, Teena, Leading Business Intelligence (BI) Solutions and Market Trends (April 4, 2020). Proceedings of the International Conference on Innovative Computing & Communications (ICICC) 2020, http://dx.doi.org/ 10.2139/ssrn.3568414
36. Chen, Y., & Lin, Z., (2021). Business Intelligence capabilities and form importance: A study in China. International Journal of information management, 57, 102232, 2021. https://doi.org/10.1016/j.ijinfomgt.2020.102232
37. Awan, U., Sroufe, R., & Shahbaz, M. (2021). Industry 4.0 and the circular economy: A literature review and recommendations for future research. Business Strategy and the Environment, 30(4), 2038-2060. https://doi.org/10.1002/ bse.2731
38. Negash, S., & Gray, P. (2008). Business Intelligence. In F. Burstein & C. W. Holsapple (Eds.), Handbook on Decision Support Systems 2 (pp. 175–193). Retrieved from https://link.springer.com/chapter/10.1007/978-3-540-48716-6_9
39. Rana, M., Ahmed, S., Haque, R., Senathirajah, A.R.S., Khalil, M.A., & Chawdhury, B. (2023). Job Satisfaction: A Study On Bangladesh Civil Service Field Level Administration. Res Militaris, European Journal of Military Studies, 13(2), 1292-1321. https://resmilitaris.net/menu-script/index.php/resmilitaris/article/view/2410/1992
40. Osman, Z., Senathirajah, A.R.S. &, Haque, R. (2022). A Structured Equation Modelling on The Indirect Effect of Self-Efficacy on Extrinsic Motivation and Students’ Performance Relationship in Malaysian Online Distance Learning Institutions. Mathematical Statistician and Engineering Applications, 71(4), 2765-2774. https://www.philstat.org.ph/index.php/MSEA/article/view/835
41. Das, K., & Sagara, H. (2017). State and the IT Industry in India. Economic & Political Weekly, 52(41), 57.
42. Wan, T.S., Senathirajah, ARS., Haque,R., & Connie, G. (2023). A Structured Equation Modelling Study On Factors Influencing Students’ Choices Of Private Institutions Of Higher Education. International Journal of Professional Business Review, 8(5), 1-17 (e01501). https://doi.org/10.26668/businessreview/2023.v8i5.1501
43. Rajan, J. (2008). Implementing Business Intelligence in Indian firms: prospects and challenges. International Journal of Indian Culture an Business Management, 1(3), 277–295. Retrieved from https://www.inderscienceonline.com/doi/abs/ 10.1504/IJICBM.2008.017786
44. Ifedi, C., Haque, R., Senathirajah, ARS., & Qazi, S.Z. (2024). Service Quality Influence On Consumer Satisfaction In The Banking Sector Aimed At Sustainable Growth. Revista de Gestão Social e Ambiental, 18(7), 1-30 (e06025). https://doi.org/10.24857/rgsa.v18n7-032
45. Wai, L.C., Isa, A.M.M., Bhandari, P., Senathirajah, ARBS., Haque, R., Devasia, S.N., Ramasamy, G., Krishnasamy, H.N., Al-Hunaiyyan, A. (2024). Factors Influencing Job Satisfaction to Ensure Sustainable Growth amongst Family-Owned Organizations in Malaysia. Kurdish Studies, 12(1), 3144-3173. https://doi.org/10.58262/ks.v12i1.227
46. Francis, U.O., Haque, R., Senathirajah, ARS., Al-Hunaiyyan,A., Al-Ainati, S., Farha ZafiraAgos Lokman, FZL., & Isa, M.M. (2023). The Impact of Digital Marketing on Consumer Purchasing Behaviour. International Journal of Operations and Quantitative Management, 29(2), 378-405. DOI: https://doi.org/10.46970/2023.29.2.18
47. Hostmann, B., Geishecker, L., Burton, B., Friedman, T., & Newman, D. (2006). Organizational Structure: Business Intelligence and Information Management. Retrieved from https://www.gartner.com/en/documents/490966
48. Kaur, K., Ya'akub, N.I., Keong, C.S., Singh, J., Sandhu, S.K., Senathirajah, A.R.S. & Haque, R. (2022). Examining Factors Influencing Fashion Apparel Purchases in Omni-Channel Retailing: A Post-Covid-19 Study. Transnational, Marketing Journal, 10(3), 793-807. https://doi.org/10.33182/tmj.v10i3.2182
49. Senathirajah, ARS., Haque, R., Abbas, S., Isa, AMM., Udang, L.N., Ramasamy, G., & Krishnasamy, H.N. (2023). A Quantitative Analysisof Global Scientific Literature On Tourism And Digital Economy- Moving Towards Sustainable Tourism. International Journal of Operations and Quantitative Management, 29(3), 129-142. https://doi.org/10.46970/2023.29.3.08
50. Watson, H. J., & Wixom, B. H. (2007). The Current State of Business Intelligence. Computer, 40(9), 96–99. Retrieved from https://ieeexplore.ieee.org/abstract/ document/4302625
51. Ramalingam, C.L., Haque, R., Jumbulingam, K., Salehhudin, N., Manickam, L., & Devasia, S.N. (2024). Gender Impeded: The Lived Experiences of Transgenders at The Workplace. International Journal of Religion, 5(4), 150-162. https://doi.org/10.61707/afg0gr17
52. Wickneswary, N., Senathirajah, ARS., Haque, R., Udang, L.N., Osman, Z., Al-Ainati, S., Al-Hunaiyyan, A., Isa, AMM., Ramasamy, G. (2024). Factors Influencing College Students' Educational Enrolment Choice in Private Higher Education Institution in Klang Valley, Malaysia. Kurdish Studies, 12(2), 3674-3693. https://doi.org/10.58262/ks.v12i2.274
53. Osman, Z., Senathirajah, ARS., Rasheedul Haque, R., & Khalil, M.I. (2024). A Structural Equation Modelling Approach on Determinants of Working Adults' Choice to Further Study in Malaysian Online Distance Learning Higher Education Institution. Educational Administration: Theory and Practice, 30(1), 20-31. https://doi.org/10.52152/kuey.v30i1.673
54. Fei, L.K., Isa, A.M.M., Sigdel, B., Senathirajah, ARBS., Al-Ainati, S., Haque, R., & Devasia, S.N. (2024). Factors Affecting Talent Retention to Ensure Sustainable Growth in the Automation Industry in Penang Free Industrial Zone. Kurdish Studies, 12(1), 3122-3143. https://doi.org/10.58262/ks.v12i1.226
55. Jing, L., Senathirajah, ARS., Haque, R., Devasia, S.N., Krishnasamy, H.N., Isa, AMM., & Ramasam, G. (2023). The Influence Of E-Service Quality Dimensions On Customer Satisfaction Aimed At Improving Economic Growth In China’s Online Apparel Emarketplace. International Journal of Operations and Quantitative Management, 29(3). 83-103. https://doi.org/10.46970/2023.29.3.06
56. Narayanan,S., Rahim, H.A., Haque, R., Senathirajah, A.R.S., & Din, F.M.B.O.. (2023). Empirical Study On Effects Of Corporate Social Responsibility On Organizational Performance In Manufacturing Sectors, Nigeria: Flour Mills Nigeria Plc. Res Militaris, European Journal of Military Studies, 13(2), 1246-1265. https://resmilitaris.net/menu-script/index.php/resmilitaris/article/view/2407/1989
57. Lee, P.X., Senathirajah, ARS., Al-Ainati, S., Isa, A.M.M., Haque, R., Krishnasamy, H.N., Parameswaran, S., & Devasia, S.N. (2023). Factors Influencing Job Hopping Behaviour Amongst Finance Professionals: Towards Improving Employment Policy. International Journal of Operations and Quantitative Management, 29(2), 360-377. https://doi.org/10.46970/2023.29.2.17
58. Ying, L.Q., Senathirajah, ARS., Al-Ainati, S., Haque, H., Devasia, S.N., & Parameswaran, S. (2023). Strategic Human Resource Management Factors Influencing Job Satisfaction In Malaysian Audit Firms: Towards Improving Employment Policy. International Journal of Operations and Quantitative Management, 29(2), 319-339. https://doi.org/10.46970/2023.29.2.15
59. Chawdhury, B., Haque, R., Senathirajah, A.R.S., Khalil, M.I., & Ahmed, S.. (2022). A Structural Path Study Modelling Factors Influencing Social Entrepreneurship Intention: A Bangladeshi Youth Case Study. International Journal of Operations and Quantitative Management. 28(2), 418-440. https://doi.org/10.46970/2022.28.2.2
DOI: https://doi.org/10.59429/esp.v9i9.2864
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