@techreport{Zigova2017Speci-47913,
  year={2017},
  series={Working Paper Series / Department of Economics},
  title={Specifying Social Weight Matrices of Researcher Networks : The Case of Academic Economists},
  number={2017-10},
  url={https://ideas.repec.org/p/knz/dpteco/1710.html},
  author={Zigova, Katarina}
}

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    <dcterms:abstract xml:lang="eng">This paper shows how collaboration and citation networks can be used to specify social weight matrices for a community of researchers. I use two competing theories of social influence on individual behavior, namely communication and comparison. I argue that in research networks collaboration captures communication, while citation captures comparison. I further argue that the comparison principle is likely to be the main social driver of individual research productivity and suggest a benchmark social weight matrix based on this principle. I test the benchmark matrix against several alternatives using a Bayesian model comparison procedure and conclude that the benchmark matrix outperforms alternative specifications. This result lends support to socio-economic theories underling the benchmark specification of the social weight matrix.</dcterms:abstract>
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    <dc:creator>Zigova, Katarina</dc:creator>
    <dcterms:issued>2017</dcterms:issued>
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    <dcterms:title>Specifying Social Weight Matrices of Researcher Networks : The Case of Academic Economists</dcterms:title>
    <dc:contributor>Zigova, Katarina</dc:contributor>
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