Innovation in dynamic knowledge landscapes: using topic modelling to map inventive activity and its implications for financial performance

Innovation in dynamic knowledge landscapes: using topic modelling to map inventive activity and its implications for financial performance

We examine the relationship between innovation and performance in the agricultural industry by studying how a firm's patent portfolio position in the knowledge landscape moderates the relationship between three firm search dimensions (scope, specialisation, and commitment) and the firm's f...

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Bibliographic Details
Main Authors: Simon J.D. SCHILLEBEECKX, LIN, Yimin, GEORGE, Gerard
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Innovation;search;patents;agriculture;topic modelling;Latent Dirichlet Allocation
Strategic Management Policy
Technology and Innovation
Online Access:https://ink.library.smu.edu.sg/lkcsb_research/7009
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8008/viewcontent/InnovationDynamicKnowledgeLandscapes_pvoa_nc.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/lkcsb_research/7009
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8008/viewcontent/InnovationDynamicKnowledgeLandscapes_pvoa_nc.pdf

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