Advanced forecasting techniques in operations management

Blend Kadrush Selimi; Burhan Reshat  Rexhepi

doi:10.5281/zenodo.14426126

Authors

Blend Kadrush Selimi UBT - Institution of Higher Education https://orcid.org/0009-0005-7353-1659
Burhan Reshat Rexhepi UBT - Institution of Higher Education https://orcid.org/0000-0001-7703-491X

DOI:

https://doi.org/10.5281/zenodo.14426126

Keywords:

Menagment , Business , forecasting , technology, production processes

Abstract

Currently, conducting business has become increasingly complicated due to rapid technical advancements in production processes, which also impact the management of these processes and pose a threat to the survival of firms. Various external influences affecting the internal working environment of companies have compelled organizations to become more adaptable and responsive to change.
This research focuses on a key issue for organizations, both private and public, by providing necessary information for making business decisions and analyzing potential events. Forecasting is essential for all businesses, regardless of their industry or the nature of their operations. This paper discusses forecasting, including its significance, stages, methodology, and recent advancements in the area.This article utilized the qualitative technique to gather information by accessing libraries and numerous online resources to obtain data. They draw conclusions about the importance of forecasting for decision-making in businesses based on data from the case study, research literature, and various sources.

References

Shah, R., & Ward, P. T. (2002, October 30). Lean manufacturing: context, practice bundles, and performance. Journal of Operations Management, 21(2), 129–149. https://doi.org/10.1016/s0272-6963(02)00108-0

Chun Wu, Y. (2003, November 1). Lean manufacturing: a perspective of lean suppliers. International Journal of Operations & Production Management, 23(11), 1349–1376. https://doi.org/10.1108/01443570310501880

Slack, N. (1983, April). Operations Management and Curriculum Design. Management Education and Development, 14(1), 19–32. https://doi.org/10.1177/135050768301400104

Rand, G. K. (2001, July). Inventory Management and Production Planning and Scheduling (Third Edition). Journal of the Operational Research Society, 52(7), 845–845. https://doi.org/10.1057/palgrave.jors.2601154

CVA, K. (2017). https://www.medwinpublishers.com/JOBD/JOBD16000139.pdf. Journal of Orthopedics & Bone Disorders, 1(7). https://doi.org/10.23880/jobd-16000139

Valle Bracero, R., Valle Bracero, A., Del Rey Guerrero, A., & Páez Mañá, J. (2000, June 30). Tesauros en HTML. Un modelo de diseño y estructura para su consulta en la malla mundial (WWW). Revista Española De Documentación Científica, 23(2), 159–178. https://doi.org/10.3989/redc.2000.v23.i2.321

Berghel, H. (1995, September). Using the WWW Test Pattern to check HTML client compliance. Computer, 28(9), 63–65. https://doi.org/10.1109/2.410155

Jayadev, M. (2003, July). Internet Banking: The Second Wave (A Banker’s Guide to Internet Strategy in the Post Dotcom Era), Sanjiv Singhal, New Delhi: Tata Mcgraw-Hill Publishing Company Limited, 2003: 200p. Metamorphosis: A Journal of Management Research, 2(1–2), 103–108. https://doi.org/10.1177/0972622520030111

Our history. (n.d.). Nestlé Global. https://www.nestle.com/aboutus/history

Home. (2024, February 29). Nestlé Global. https://www.nestle.com

Witt, S. F. (1988, March). Modelling forecasting techniques. Tourism Management, 9(1), 73. https://doi.org/10.1016/0261-5177(88)90061-1

K. (n.d.). Kia Global Brand Site | Movement that inspires. Kia. https://www.kia.com/worldwide/about_kia/company/history_of_kia.do

Scott Armstrong, J., Brodie, R. J., & McIntyre, S. H. (1987, January). Forecasting methods for marketing. International Journal of Forecasting, 3(3–4), 355–376. https://doi.org/10.1016/0169-2070(87)90029-x

Korde, J. R., Deshmukh, D. S., & Pawar, S. (2022, October 30). Urban Renewal: A Need to Redefine and Rebuild the Old City Area – Case of Thane, Kalyan-Dombivali and Mira Bhayander. International Journal of Engineering and Advanced Technology, 12(1), 44–46. https://doi.org/10.35940/ijeat.a3831.1012122

Limani, Y., Hajrizi, E., Stapleton, L., & Retkoceri, M. (2019). Digital Transformation Readiness in Higher Education Institutions (HEI): The Case of Kosovo. IFAC-PapersOnLine, 52(25), 52–57. https://doi.org/10.1016/j.ifacol.2019.12.445