IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v16y2014i4d10.1007_s10796-012-9369-6.html
   My bibliography  Save this article

I-Competere: Using applied intelligence in search of competency gaps in software project managers

Author

Listed:
  • Ricardo Colomo-Palacios

    (Universidad Carlos III)

  • Israel González-Carrasco

    (Universidad Carlos III)

  • Jose Luis López-Cuadrado

    (Universidad Carlos III)

  • Antonio Trigo

    (Institute of Accounting and Administration of Coimbra)

  • Joao Eduardo Varajao

    (University of Tras-os-Montes e Alto Douro)

Abstract

People in software development teams are crucial in order to gain and retain strategic advantage inside a highly competitive market. As a result, human factors have gained attention in the software industry. Software Project Managers are decisive to achieve project success. A competent project manager is capable of solving any problem that an organization may encounter, regardless of its complexity. This paper presents I-Competere which is a tool developed to forecast competence gaps in key management personnel by predicting planning and scheduling competence levels. Based on applied intelligence techniques, I-Competere allows the forecast and anticipation of competence needs thus articulating personnel development tools and techniques. The results of the test, using several artificial neural networks, are more than promising and show prediction accuracy.

Suggested Citation

  • Ricardo Colomo-Palacios & Israel González-Carrasco & Jose Luis López-Cuadrado & Antonio Trigo & Joao Eduardo Varajao, 2014. "I-Competere: Using applied intelligence in search of competency gaps in software project managers," Information Systems Frontiers, Springer, vol. 16(4), pages 607-625, September.
    • Handle: RePEc:spr:infosf:v:16:y:2014:i:4:d:10.1007_s10796-012-9369-6
    DOI: 10.1007/s10796-012-9369-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-012-9369-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10796-012-9369-6?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. Bendik Bygstad & Hans-Petter Aanby, 2010. "ICT infrastructure for innovation: A case study of the enterprise service bus approach," Information Systems Frontiers, Springer, vol. 12(3), pages 257-265, July.
    2. Barr, Jason & Saraceno, Francesco, 2002. "A computational theory of the firm," Journal of Economic Behavior & Organization, Elsevier, vol. 49(3), pages 345-361, November.
    3. Heli Aramo-Immonen & Andrea Bikfalvi & Núria Mancebo & Hannu Vanharanta, 2011. "Project Managers’ Competence Identification," International Journal of Human Capital and Information Technology Professionals (IJHCITP), IGI Global, vol. 2(1), pages 33-47, January.
    4. Thamaraiselvan Natarajan & Saraswathy R. Aravinda Rajah & Sivagnanasundaram Manikavasagam, 2011. "Snapshot of Personnel Productivity Assessment in Indian IT Industry," International Journal of Information Technology Project Management (IJITPM), IGI Global, vol. 2(1), pages 48-61, January.
    5. Ravi Patnayakuni & Cynthia P. Ruppel, 2010. "A socio-technical approach to improving the systems development process," Information Systems Frontiers, Springer, vol. 12(2), pages 219-234, April.
    6. Damian Hodgson, 2002. "Disciplining The Professional: The Case Of Project Management," Journal of Management Studies, Wiley Blackwell, vol. 39(6), pages 803-821, September.
    7. Stavrou, Eleni T. & Charalambous, Christakis & Spiliotis, Stelios, 2007. "Human resource management and performance: A neural network analysis," European Journal of Operational Research, Elsevier, vol. 181(1), pages 453-467, August.
    8. Darko Galinec, 2010. "Human Capital Management Process Based on Information Technology Models and Governance," International Journal of Human Capital and Information Technology Professionals (IJHCITP), IGI Global, vol. 1(1), pages 44-60, January.
    9. Marcos Ruano-Mayoral & Ricardo Colomo-Palacios & Ángel García-Crespo & Juan Miguel Gómez-Berbís, 2010. "Software Project Managers under the Team Software Process: A Study of Competences," International Journal of Information Technology Project Management (IJITPM), IGI Global, vol. 1(1), pages 42-53, January.
    10. Adarsh Garg & D.P. Goyal & Anu Singh Lather, 2010. "The influence of the best practices of information system development on software SMEs: a research scope," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 5(3), pages 268-290.
    11. David O'Sullivan & Lawrence Dooley, 2010. "Collaborative Innovation for the Management of Information Technology Resources," International Journal of Human Capital and Information Technology Professionals (IJHCITP), IGI Global, vol. 1(1), pages 16-30, 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. Neelam Kaushal & Rahul Pratap Singh Kaurav & Brijesh Sivathanu & Neeraj Kaushik, 2023. "Artificial intelligence and HRM: identifying future research Agenda using systematic literature review and bibliometric analysis," Management Review Quarterly, Springer, vol. 73(2), pages 455-493, June.

    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. Chulhwan Chris Bang, 2015. "Information systems frontiers: Keyword analysis and classification," Information Systems Frontiers, Springer, vol. 17(1), pages 217-237, February.
    2. Barr, Jason & Saraceno, Francesco, 2009. "Organization, learning and cooperation," Journal of Economic Behavior & Organization, Elsevier, vol. 70(1-2), pages 39-53, May.
    3. Francesco Saraceno & Jason Barr, 2008. "Cournot competition and endogenous firm size," Journal of Evolutionary Economics, Springer, vol. 18(5), pages 615-638, October.
    4. repec:hal:spmain:info:hdl:2441/6782 is not listed on IDEAS
    5. Ajoy Ketan Sarangi & Rudra Prakash Pradhan, 2020. "ICT infrastructure and economic growth: a critical assessment and some policy implications," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 47(4), pages 363-383, December.
    6. Pan, Xiongfeng & Guo, Shucen & Li, Mengna & Song, Jinbo, 2021. "The effect of technology infrastructure investment on technological innovation ——A study based on spatial durbin model," Technovation, Elsevier, vol. 107(C).
    7. Svenja Keele, 2019. "Consultants and the business of climate services: implications of shifting from public to private science," Climatic Change, Springer, vol. 157(1), pages 9-26, November.
    8. repec:hal:wpspec:info:hdl:2441/6782 is not listed on IDEAS
    9. Jengchung Victor Chen & I-Han Lu & David C. Yen & Andree E. Widjaja, 0. "Factors affecting the performance of internal control task team in high-tech firms," Information Systems Frontiers, Springer, vol. 0, pages 1-16.
    10. Francesco Saraceno & Jason Barr, 2008. "Cournot competition and endogenous firm size," Journal of Evolutionary Economics, Springer, vol. 18(5), pages 615-638, October.
    11. Javier Garcia-Lacalle, 2010. "Balancing physician workload and patient satisfaction: a dilemma for hospital managers," Public Money & Management, Taylor & Francis Journals, vol. 30(3), pages 183-188, May.
    12. Egidio Riva & Mario Lucchini, 2018. "Firm performance: taxonomy of European companies using self-organizing maps," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 457-477, January.
    13. Ying Fan & Menghui Li & Zengru Di, 2004. "Increasing Returns to Scale, Dynamics of Industrial Structure and Size Distribution of Firms," Papers cond-mat/0407383, arXiv.org.
    14. Francisco J. Gutierrez & Sergio F. Ochoa & Gustavo Zurita & Nelson Baloian, 2016. "Understanding student participation in undergraduate course communities: A case study," Information Systems Frontiers, Springer, vol. 18(1), pages 7-21, February.
    15. repec:hal:wpspec:info:hdl:2441/9832 is not listed on IDEAS
    16. Nobuyuki Hanaki & Jason Barr, 2005. "Firm Structure, Search and Environmental Complexity," Computing in Economics and Finance 2005 222, Society for Computational Economics.
    17. Fioretti, Guido, 2006. "Recognising investment opportunities at the onset of recoveries," Research in Economics, Elsevier, vol. 60(2), pages 69-84, June.
    18. Jacques-Bernard Gauthier & Lavagnon Ika, 2022. "The rigor-relevance gap in Project Management research: It's time to stop the lament and think and act reflexively," Working Papers hal-03563085, HAL.
    19. Nobuyuki Hanaki & Jason Barr, 2005. "Firm Structure, Search and Environmental Complexity," Computing in Economics and Finance 2005 222, Society for Computational Economics.
    20. Chang, Myong-Hun & Harrington, Joseph Jr., 2006. "Agent-Based Models of Organizations," Handbook of Computational Economics, in: Leigh Tesfatsion & Kenneth L. Judd (ed.), Handbook of Computational Economics, edition 1, volume 2, chapter 26, pages 1273-1337, Elsevier.
    21. repec:hal:spmain:info:hdl:2441/9832 is not listed on IDEAS
    22. Garg, Poonam & Gupta, Bhumika & Chauhan, Ajay Kumar & Sivarajah, Uthayasankar & Gupta, Shivam & Modgil, Sachin, 2021. "Measuring the perceived benefits of implementing blockchain technology in the banking sector," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    23. Barr, Jason & Saraceno, Francesco, 2005. "Cournot competition, organization and learning," Journal of Economic Dynamics and Control, Elsevier, vol. 29(1-2), pages 277-295, January.
    24. Colomo-Palacios, Ricardo & García-Crespo, Ángel & Soto-Acosta, Pedro & Ruano-Mayoral, Marcos & Jiménez-López, Diego, 2010. "A case analysis of semantic technologies for R&D intermediation information management," International Journal of Information Management, Elsevier, vol. 30(5), pages 465-469.

    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:spr:infosf:v:16:y:2014:i:4:d:10.1007_s10796-012-9369-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.