Modeling the Individual Process of Career Choice

Mandy A. E. van der Gaag*, Pieter van den Berg

*Corresponding author for this work

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    7 Citations (Scopus)
    169 Downloads (Pure)

    Abstract

    Making a suitable career choice is a difficult task. Every year, many adolescents prematurely end their studies, commonly citing “having made the wrong choice” as the main reason. This is a problem, both for the adolescents making these choices, and for society, which bears at least part of the cost of higher education. A thorough understanding of how adolescents make these career choices is essential to identifying the factors responsible for why the wrong choices are often made. Identity development theory emphasizes the role of exploration in career choice, but neglects many of the micro-level processes likely to play an important role. Similarly, traditional decision theory often focuses on optimization of choice, thereby neglecting the cognitive mechanisms that may explain deviations from optimal choice. Here, we present a novel computational approach to modeling long-term decision making. We combine elements of the macro-level theory on identity development with a firm rooting in micro-level cognitive processes. Specifically, we model decision making as an iterative process in which individuals can explore new options or more deeply investigate options that are already under consideration. The output of our model allows us to analyze how the quality of decisions depends on various factors, such as aspiration levels, the tendency to explore new options, and the ability to judge the fit of an option with one’s interests and capabilities. We present some preliminary results that already show our approach can lead to surprising conclusions, encouraging further development of this model in the future.

    Original languageEnglish
    Title of host publicationAdvances in Social Simulation 2015
    EditorsGert de Roo, Lex Hoogduin, Charlotte Hemelrijk, Andreas Flache, Rineke Verbrugge, Wander Jager
    PublisherSpringer Verlag
    Pages435-444
    Number of pages10
    ISBN (Electronic)978-3-319-47253-9
    ISBN (Print)978-3-319-47252-2
    DOIs
    Publication statusPublished - 1-Jan-2017
    Event11th Conference of the European Social Simulation Association, ESSA 2015 - Groningen, Netherlands
    Duration: 14-Sept-201518-Sept-2015

    Publication series

    NameAdvances in Intelligent Systems and Computing
    Volume528
    ISSN (Print)2194-5357

    Conference

    Conference11th Conference of the European Social Simulation Association, ESSA 2015
    Country/TerritoryNetherlands
    City Groningen
    Period14/09/201518/09/2015

    Keywords

    • Career choice
    • Decision making
    • Identity development
    • Information processing models
    • Intra-individual computational modeling

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