IDEAS home Printed from https://ideas.repec.org/a/wsi/jikmxx/v16y2017i03ns0219649217500253.html
   My bibliography  Save this article

A New Model for Integrating Phases of Decision-Making and Knowledge Base for Improving Customer Satisfaction

Author

Listed:
  • Wa'el Hadi

    (Department of Computer Information Systems, University of Petra, Amman, Jordan)

Abstract

Knowledge base is becoming a key factor within organisations, since it can maximise the probability and impact of customer satisfaction in, for example, an airline company. Therefore, phases of decision-making and knowledge base are widely used in airline companies to improve the degree of customer satisfaction. The objective of this paper is to develop a customer satisfaction model by integrating the phases of decision-making and knowledge base of Royal Jordanian Airlines. The data collection for this study is achieved quantitatively through a survey based on a sample set of 130. All individuals in the sample are employed by Royal Jordanian Airlines and are targeted with questionnaires, while the smart partial least squares (PLSs) technique is employed to analytically test each hypothesis. The results of the study find a positive interaction between the decision-making phases of intelligence and design in enhancing customer satisfaction, which is fully mediated by knowledge base. In addition, the results find a positive interaction between the decision-making phases of choice and implementation in enhancing customer satisfaction, which is partially mediated by knowledge base.

Suggested Citation

  • Wa'el Hadi, 2017. "A New Model for Integrating Phases of Decision-Making and Knowledge Base for Improving Customer Satisfaction," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 1-21, September.
  • Handle: RePEc:wsi:jikmxx:v:16:y:2017:i:03:n:s0219649217500253
    DOI: 10.1142/S0219649217500253
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0219649217500253
    Download Restriction: Access to full text is restricted to subscribers

    File URL: https://libkey.io/10.1142/S0219649217500253?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Shaofeng Liu & Alex H.B. Duffy & Robert Ian Whitfield & Iain M. Boyle & Iain McKenna, 2009. "Towards the Realization of an Integrated Decision Support Environment for Organizational Decision Making," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 1(4), pages 38-58, October.
    2. Hamed Fazlollahtabar & Ermia Aghasi & Peter Forte, 2012. "Bi-Objective Two-Stage Decision-Making Process for Service Marketing," International Journal of Strategic Decision Sciences (IJSDS), IGI Global, vol. 3(3), pages 24-39, July.
    3. Haroun Alryalat & Samer Al Hawari, 2008. "Towards Customer Knowledge Relationship Management: Integrating Knowledge Management and Customer Relationship Management Process," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 7(03), pages 145-157.
    4. Scott, James & Ho, William & Dey, Prasanta K. & Talluri, Srinivas, 2015. "A decision support system for supplier selection and order allocation in stochastic, multi-stakeholder and multi-criteria environments," International Journal of Production Economics, Elsevier, vol. 166(C), pages 226-237.
    5. Hayden Wimmer & Guisseppi Forgionne & Roy Rada & Victoria Yoon, 2012. "A Conceptual Model for Knowledge Marts for Decision Making Support Systems," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 4(4), pages 24-38, October.
    6. Masoomeh Moradi & Abdollah Aghaie & Monireh Hosseini, 2013. "An Agent-Based Knowledge Management Framework for Marketing-Mix Decision Making," International Journal of Strategic Decision Sciences (IJSDS), IGI Global, vol. 4(3), pages 109-128, July.
    7. Thiago Poleto & Victor Diogho Heuer de Carvalho & Ana Paula Cabral Seixas Costa, 2017. "The Full Knowledge of Big Data in the Integration of Inter-Organizational Information: An Approach Focused on Decision Making," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 9(1), pages 16-31, January.
    8. Amine Nehari-Talet & Samer Alhawari & Haroun Alryalat, 2010. "The Outcome of Knowledge Process for Customer of Jordanian Companies on the Achievement of Customer Knowledge Retention," International Journal of Knowledge Management (IJKM), IGI Global, vol. 6(1), pages 44-61, January.
    9. Samer Alhawari & Haroun Alryalat & Hana Hunaiti, 2016. "An Empirical Study to Evaluation of Customer Acquisition Processes on Customer Satisfaction," International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), IGI Global, vol. 7(4), pages 1-20, October.
    10. Gorddard, Russell & Colloff, Matthew J. & Wise, Russell M. & Ware, Dan & Dunlop, Michael, 2016. "Values, rules and knowledge: Adaptation as change in the decision context," Environmental Science & Policy, Elsevier, vol. 57(C), pages 60-69.
    11. Carlos E. Escobar-Toledo & Héctor A. Martínez-Berumen, 2011. "Strategic Development of a Decision Making Support System in a Public R&D Center," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 3(2), pages 32-43, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nicholas A. Kirk & Nicholas A. Cradock-Henry, 2022. "Land Management Change as Adaptation to Climate and Other Stressors: A Systematic Review of Decision Contexts Using Values-Rules-Knowledge," Land, MDPI, vol. 11(6), pages 1-23, May.
    2. Hoelting, Kristin R. & Morse, Joshua W. & Gould, Rachelle K. & Martinez, Doreen E. & Hauptfeld, Rina S. & Cravens, Amanda E. & Breslow, Sara J. & Bair, Lucas S. & Schuster, Rudy M. & Gavin, Michael C., 2024. "Opportunities for improved consideration of cultural benefits in environmental decision-Making," Ecosystem Services, Elsevier, vol. 65(C).
    3. Binod Prasad Parajuli & Prakash Khadka & Preshika Baskota & Puja Shakya & Wei Liu & Uttam Pudasaini & Roniksh B.C. & Jonathan D. Paul & Wouter Buytaert & Sumit Vij, 2020. "An Open Data and Citizen Science Approach to Building Resilience to Natural Hazards in a Data-Scarce Remote Mountainous Part of Nepal," Sustainability, MDPI, vol. 12(22), pages 1-13, November.
    4. Alikhani, Reza & Torabi, S. Ali & Altay, Nezih, 2019. "Strategic supplier selection under sustainability and risk criteria," International Journal of Production Economics, Elsevier, vol. 208(C), pages 69-82.
    5. Darnhofer, Ika & Schermer, Markus & Steinbacher, Melanie & Gabillet, Marine & Daugstad, Karoline, 2017. "Preserving permanent mountain grasslands in Western Europe: Why are promising approaches not implemented more widely?," Land Use Policy, Elsevier, vol. 68(C), pages 306-315.
    6. Matthew J. Colloff & Michael D. Doherty & Sandra Lavorel & Michael Dunlop & Russell M. Wise & Suzanne M. Prober, 2016. "Adaptation services and pathways for the management of temperate montane forests under transformational climate change," Climatic Change, Springer, vol. 138(1), pages 267-282, September.
    7. Petra Tschakert & Jon Barnett & Neville Ellis & Carmen Lawrence & Nancy Tuana & Mark New & Carmen Elrick‐Barr & Ram Pandit & David Pannell, 2017. "Climate change and loss, as if people mattered: values, places, and experiences," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 8(5), September.
    8. Schillo, R. Sandra & Isabelle, Diane A. & Shakiba, Abtin, 2017. "Linking advanced biofuels policies with stakeholder interests: A method building on Quality Function Deployment," Energy Policy, Elsevier, vol. 100(C), pages 126-137.
    9. Hu, Shaolong & Dong, Zhijie Sasha & Lev, Benjamin, 2022. "Supplier selection in disaster operations management: Review and research gap identification," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
    10. Mir Danial Mousavi & Mir Damoun Mousavi, 2023. "The Effect of Stakeholder’s Pressure on firm Market Performance and the Mediating Role of Corporate Responsibility, Sustainable Supplier Selection, and Marketing Capability," Corporate Reputation Review, Palgrave Macmillan, vol. 26(3), pages 179-191, August.
    11. Fedele, Giacomo & Locatelli, Bruno & Djoudi, Houria, 2017. "Mechanisms mediating the contribution of ecosystem services to human well-being and resilience," Ecosystem Services, Elsevier, vol. 28(PA), pages 43-54.
    12. Esgalhado, Catarina & Guimarães, Helena & Debolini, Marta & Guiomar, Nuno & Lardon, Sylvie & Ferraz de Oliveira, Isabel, 2020. "A holistic approach to land system dynamics – The Monfurado case in Alentejo, Portugal," Land Use Policy, Elsevier, vol. 95(C).
    13. Mark Crosweller & Petra Tschakert, 2020. "Climate change and disasters: The ethics of leadership," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 11(2), March.
    14. Gabriele Bammer & Michael O’Rourke & Deborah O’Connell & Linda Neuhauser & Gerald Midgley & Julie Thompson Klein & Nicola J. Grigg & Howard Gadlin & Ian R. Elsum & Marcel Bursztyn & Elizabeth A. Fulto, 2020. "Expertise in research integration and implementation for tackling complex problems: when is it needed, where can it be found and how can it be strengthened?," Palgrave Communications, Palgrave Macmillan, vol. 6(1), pages 1-16, December.
    15. José Roberto Mendoza-Fong & Jorge Luis García-Alcaraz & José Roberto Díaz-Reza & Juan Carlos Sáenz Diez Muro & Julio Blanco Fernández, 2017. "The Role of Green and Traditional Supplier Attributes on Business Performance," Sustainability, MDPI, vol. 9(9), pages 1-16, August.
    16. Carmela Mariano & Marsia Marino & Giovanna Pisacane & Gianmaria Sannino, 2021. "Sea Level Rise and Coastal Impacts: Innovation and Improvement of the Local Urban Plan for a Climate-Proof Adaptation Strategy," Sustainability, MDPI, vol. 13(3), pages 1-21, February.
    17. Ting-Kwei Wang & Qian Zhang & Heap-Yih Chong & Xiangyu Wang, 2017. "Integrated Supplier Selection Framework in a Resilient Construction Supply Chain: An Approach via Analytic Hierarchy Process (AHP) and Grey Relational Analysis (GRA)," Sustainability, MDPI, vol. 9(2), pages 1-26, February.
    18. Shivam Gupta & Sachin Modgil & Samadrita Bhattacharyya & Indranil Bose, 2022. "Artificial intelligence for decision support systems in the field of operations research: review and future scope of research," Annals of Operations Research, Springer, vol. 308(1), pages 215-274, January.
    19. Iain Brown & Pam Berry, 2022. "National Climate Change Risk Assessments to inform adaptation policy priorities and environmental sustainability outcomes: a knowledge systems perspective," Climatic Change, Springer, vol. 175(3), pages 1-24, December.
    20. Yadavalli, Venkata SS & Darbari, Jyoti Dhingra & Bhayana, Nidhi & Jha, P.C. & Agarwal, Vernika, 2019. "An integrated optimization model for selection of sustainable suppliers based on customers’ expectations," Operations Research Perspectives, Elsevier, vol. 6(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:jikmxx:v:16:y:2017:i:03:n:s0219649217500253. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/jikm/jikm.shtml .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.