• Login
    View Item 
    •   Vlerick Repository Home
    • Research Output
    • Articles
    • View Item
    •   Vlerick Repository Home
    • Research Output
    • Articles
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Browse

    All of Vlerick RepositoryCommunities & CollectionsPublication DateAuthorsTitlesSubjectsKnowledge Domain/IndustryThis CollectionPublication DateAuthorsTitlesSubjectsKnowledge Domain/Industry

    My Account

    LoginRegister

    Contact & Info

    ContactVlerick Journal ListOpen AccessVlerick Business School

    Statistics

    Display statistics

    Mapping the topic landscape of JPIM, 1984–2013: In search of hidden structures and development trajectories

    • CSV
    • RefMan
    • EndNote
    • BibTex
    • RefWorks
    Publication type
    Vlerick strategic journal article
    Author
    Antons, David
    Kleer, Robin
    Salge, Torsten Oliver
    Publication Year
    2016
    Journal
    Journal of Product Innovation Management
    Publication Volume
    33
    Publication Issue
    6
    Publication Begin page
    726
    Publication End page
    749
    
    Metadata
    Show full item record
    Abstract
    During the three decades since its inception in 1984, the JPIM has shaped the evolution of innovation research as a scientific field. It helped create a topic landscape that is not only more diverse and rich in insights, but also more complex and fragmented in structure than ever before. We seek to map this landscape and identify salient development trajectories over time. In contrast to prior citation-based studies covering the first two decades of JPIM research, we benefit from recent advances in natural language processing and rely on a topic modeling algorithm to extract 57 distinct topics and the corresponding most common words, terms, and phrases from the entire full-text corpus of 1008 JPIM articles published between 1984 and 2013. Estimating the development trajectory of each topic based on yearly publication counts in JPIM allows us to identify “hot,” “cold,” “revival,” “evergreen,” and “wall-flower” topics. We map these topics onto the Product Development and Management Association (PDMA) Body of Knowledge categories and discover that these categories differ significantly not only in terms of their internal topic diversity and relative prevalence, but also—and arguably more importantly—in terms of their publication and citation trajectories over time. For instance, the PDMA category “Codevelopment and Alliances” exhibits only moderate topic diversity (7 out of 57 topics) and prevalence in JPIM (161 out of 1008 articles). That said, it is among the most dynamic categories featuring two evergreen topic (“Users and Innovation” and “Tools and Systems for Technology Transfer”) and three hot topics (“Open Innovation,” “Alliances and Cooperation,” and “Networks and Network Structure”) as well as a sharply growing annual number of citations received. Our findings are likely to be of interest to all those who are keen to (re)discover JPIM's topic landscape in search of hidden structures and development trajectories.
    Keyword
    Innovation Management
    Knowledge Domain/Industry
    Innovation Management
    DOI
    10.1111/jpim.12300
    URI
    http://hdl.handle.net/20.500.12127/5910
    ae974a485f413a2113503eed53cd6c53
    10.1111/jpim.12300
    Scopus Count
    Collections
    Articles

    entitlement

     
    DSpace software (copyright © 2002 - 2023)  DuraSpace
    Quick Guide | Contact Us
    Open Repository is a service operated by 
    Atmire NV
     

    Export search results

    The export option will allow you to export the current search results of the entered query to a file. Different formats are available for download. To export the items, click on the button corresponding with the preferred download format.

    By default, clicking on the export buttons will result in a download of the allowed maximum amount of items.

    To select a subset of the search results, click "Selective Export" button and make a selection of the items you want to export. The amount of items that can be exported at once is similarly restricted as the full export.

    After making a selection, click one of the export format buttons. The amount of items that will be exported is indicated in the bubble next to export format.