IDEAS home Printed from https://ideas.repec.org/a/fan/macoma/vhtml10.3280-maco2018-003003.html
   My bibliography  Save this article

La Business Intelligence e la Business Analytics nell?era dei Big Data: una analisi della letteratura

Author

Listed:
  • Arianna Petrosino
  • Daniela Mancini
  • Stefano Garzella
  • Rita Lamboglia

Abstract

This research project is a preliminary study based on a literature review aiming at understanding the relevance of Business Intelligence (BI) and Business Analytics (BA) in the context of Big Data (BD). We focus our attention on BI and BA as in-struments to support the decision-making processes. The aims of this preliminary analysis is twofold. To draw a picture of the progress of studies regarding BI and BA in the era of BD, identifying the research centres that dealt with this topic, the major journals for the research purpose and the main research lines. To understand the relationship between these three key concept analysing publication and conference proceedings in different disciplinary fields. We consider the Web of Science database, and we select 25 documents. According to this analysis, we identify three main streams of research concerning decision process challenges, the fields of employment of BI and BA technologies, and im-plementation methodologies. We also highlight the importance to develop research on the differences and the interconnections between BI and BA, the field of adop-tion of predictive and prescriptive models.

Suggested Citation

  • Arianna Petrosino & Daniela Mancini & Stefano Garzella & Rita Lamboglia, 2018. "La Business Intelligence e la Business Analytics nell?era dei Big Data: una analisi della letteratura," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(3), pages 31-58.
    • Handle: RePEc:fan:macoma:v:html10.3280/maco2018-003003
    as

    Download full text from publisher

    File URL: http://www.francoangeli.it/riviste/Scheda_Rivista.aspx?IDArticolo=62730&Tipo=ArticoloPDF
    Download Restriction: Single articles can be downloaded buying download credits, for info: https://www.francoangeli.it/DownloadCredit
    ---><---

    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. Maria Serena Chiucchi & Marco Gatti, 2015. "Editoriale. L?evoluzione degli studi di management control: un percorso nel segno della variet?," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2015(1), pages 5-8.
    2. Daniela Mancini, 2016. "Accounting Information Systems in an Open Society. Emerging Trends and Issues," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2016(1), pages 5-16.
    3. Michele Galeotti & Stefano Garzella & Raffaele Fiorentino & Gaetano della Corte, 2016. "The Strategic Intelligence implications for Information Systems," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2016(1), pages 105-123.
    4. Pape, Tom, 2016. "Prioritising data items for business analytics: Framework and application to human resources," European Journal of Operational Research, Elsevier, vol. 252(2), pages 687-698.
    5. Shao, Benjamin B.M. & Lin, Winston T., 2016. "Assessing output performance of information technology service industries: Productivity, innovation and catch-up," International Journal of Production Economics, Elsevier, vol. 172(C), pages 43-53.
    6. Luciano Marchi, 2018. "Quale metodologia di ricerca sulle tematiche di Management Control?," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(2), pages 5-10.
    7. Appelbaum, Deniz & Kogan, Alexander & Vasarhelyi, Miklos & Yan, Zhaokai, 2017. "Impact of business analytics and enterprise systems on managerial accounting," International Journal of Accounting Information Systems, Elsevier, vol. 25(C), pages 29-44.
    8. Jung Cheol Shin & Soo Jeung Lee & Yangson Kim, 2012. "Knowledge-based innovation and collaboration: a triple-helix approach in Saudi Arabia," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 311-326, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marco Montemari & Christian Nielsen, 2021. "Big data for business modeling: Towards the next generation of performance measurement systems?," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2021(suppl. 1), pages 5-10.
    2. Francesco Badia & Fabio Donato, 2022. "Opportunities and risks in using big data to support management control systems: A multiple case study," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2022(3), pages 39-63.

    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. Maria Pia Maraghini, 2018. "Management Control: il "gattopardo" per il governo aziendale," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(3), pages 5-11.
    2. Domenica Lavorato & Palmira Piedepalumbo, 2023. "How Smart Technologies Affect the Decision-Making and Control System of Food and Beverage Companies—A Case Study," Sustainability, MDPI, vol. 15(5), pages 1-21, February.
    3. Sebastiano Cupertino & Gianluca Vitale & Angelo Riccaboni, 2018. "L?impatto dei Big Data sulle attivit? di pianificazione & controllo aziendali: In caso di studio di una PMI agricola Italiana," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(3), pages 59-86.
    4. Simona Alfiero & Laura Broccardo & Massimo Cane & Alfredo Esposito, 2018. "High Performance Through Innovation Process Management in SMEs. Evidence from the Italian wine sector," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(3), pages 87-110.
    5. Andrea Cardoni, 2018. "Le sfide evolutive del Management Control tra relazioni strategiche, innovazione e discontinuit?: a knowledge transfer matter?," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(1), pages 5-15.
    6. Shiyu Liu & Ou Liu & Junyang Chen, 2023. "A Review on Business Analytics: Definitions, Techniques, Applications and Challenges," Mathematics, MDPI, vol. 11(4), pages 1-20, February.
    7. Palmira Piedepalumbo & Concetta Metallo & Daniela Mancini, 2017. "La Network Governance a supporto dell?Open Innovation: un?analisi della letteratura," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2017(3), pages 79-94.
    8. Aldo Pavan, 2019. "Controllo interno e di gestione nella prospettiva del valore," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2019(1 suppl.), pages 5-12.
    9. Markus Jung & Mischa Seiter, 2021. "Towards a better understanding on mitigating algorithm aversion in forecasting: an experimental study," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 32(4), pages 495-516, December.
    10. Hadiqa Ahmad & Muhammad Yaqub & Seung Hwan Lee, 2024. "Environmental-, social-, and governance-related factors for business investment and sustainability: a scientometric review of global trends," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 2965-2987, February.
    11. Luciano Marchi, 2021. "Temi e medodologie di ricerca nell?area Management Control: stato dell?arte e prospettive," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2021(2), pages 165-170.
    12. Tao Zhuang & Zhixia Zhou & Qingjun Li, 2021. "University‐industry‐government triple helix relationship and regional innovation efficiency in China," Growth and Change, Wiley Blackwell, vol. 52(1), pages 349-370, March.
    13. Yu-Wei Chang, 2014. "Exploring scientific articles contributed by industries in Taiwan," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(2), pages 599-613, May.
    14. Sujata Seshadrinathan & Shalini Chandra, 2025. "Trusting the trustless blockchain for its adoption in accounting: theorizing the mediating role of technology-organization-environment framework," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-39, December.
    15. Noriko Yoda & Kenichi Kuwashima, 2020. "Triple Helix of University–Industry–Government Relations in Japan: Transitions of Collaborations and Interactions," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(3), pages 1120-1144, September.
    16. Ahmad H. Juma’h & Yazan Alnsour, 2018. "Using Social Media Analytics: The Effect of President Trump’s Tweets On Companies’ Performance," Journal of Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 17(1), pages 100-121, March.
    17. Junjun Tang & Xing Zhao, 2023. "Does the new digital infrastructure improve total factor productivity?," Bulletin of Economic Research, Wiley Blackwell, vol. 75(4), pages 895-916, October.
    18. Zhan, Yuanzhu & Tan, Kim Hua, 2020. "An analytic infrastructure for harvesting big data to enhance supply chain performance," European Journal of Operational Research, Elsevier, vol. 281(3), pages 559-574.
    19. Tursunbayeva, Aizhan & Di Lauro, Stefano & Pagliari, Claudia, 2018. "People analytics—A scoping review of conceptual boundaries and value propositions," International Journal of Information Management, Elsevier, vol. 43(C), pages 224-247.
    20. Chung Joo Chung, 2014. "An analysis of the status of the Triple Helix and university–industry–government relationships in Asia," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 139-149, April.

    More about this item

    Statistics

    Access and download statistics

    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:fan:macoma:v:html10.3280/maco2018-003003. 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: Stefania Rosato (email available below). General contact details of provider: http://www.francoangeli.it/riviste/sommario.aspx?IDRivista=166 .

    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.