IDEAS home Printed from https://ideas.repec.org/a/eee/respol/v42y2013i9p1555-1567.html
   My bibliography  Save this article

The impact of network embeddedness on research output

Author

Listed:
  • Gonzalez-Brambila, Claudia N.
  • Veloso, Francisco M.
  • Krackhardt, David

Abstract

This paper aims to further our understanding of how embeddedness affects the research output and impact of scientists. The analysis uses an extensive panel data that allows an analysis of within person variation over time. It explores the simultaneous effects of different dimensions of network embeddedness over time at individual level. These include the establishment of direct ties, the strengths of these ties, as well as the density, structural holes, centrality, and cross-disciplinary links. Results suggest that the network dynamics behind the generation of quality output contrasts dramatically with that of quantity. We find that the relational dimension of scientists matters for quality, but not for output, while cognitive dimensions have the opposite effect, helping output, while being indifferent toward impact. The structural dimension of the network is the only area where there is some degree of convergence between output quantity and quality; here, we find a prevalence for the role of brokerage over cohesion. It concludes by discussing implications for both network research and science policy.

Suggested Citation

  • Gonzalez-Brambila, Claudia N. & Veloso, Francisco M. & Krackhardt, David, 2013. "The impact of network embeddedness on research output," Research Policy, Elsevier, vol. 42(9), pages 1555-1567.
  • Handle: RePEc:eee:respol:v:42:y:2013:i:9:p:1555-1567
    DOI: 10.1016/j.respol.2013.07.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0048733313001248
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.respol.2013.07.008?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. Adams, James D. & Black, Grant C. & Clemmons, J. Roger & Stephan, Paula E., 2005. "Scientific teams and institutional collaborations: Evidence from U.S. universities, 1981-1999," Research Policy, Elsevier, vol. 34(3), pages 259-285, April.
    2. Paula E. Stephan & Sharon G. Levin, 1997. "The Critical Importance of Careers in Collaborative Scientific Research," Revue d'Économie Industrielle, Programme National Persée, vol. 79(1), pages 45-61.
    3. repec:adr:anecst:y:1998:i:49-50:p:06 is not listed on IDEAS
    4. Tim Rowley & Dean Behrens & David Krackhardt, 2000. "Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industries," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 369-386, March.
    5. Levin, Sharon G & Stephan, Paula E, 1991. "Research Productivity over the Life Cycle: Evidence for Academic Scientists," American Economic Review, American Economic Association, vol. 81(1), pages 114-132, March.
    6. Gonzalez-Brambila, Claudia & Veloso, Francisco M., 2007. "The determinants of research output and impact: A study of Mexican researchers," Research Policy, Elsevier, vol. 36(7), pages 1035-1051, September.
    7. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    8. Corey C. Phelps & Ralph Heidl & Anu Wadhwa, 2012. "Networks, knowledge, and knowledge networks: A critical review and research agenda," Post-Print hal-00715591, HAL.
    9. Wolfgang Glänzel & András Schubert, 2001. "Double effort = Double impact? A critical view at international co-authorship in chemistry," Scientometrics, Springer;Akadémiai Kiadó, vol. 50(2), pages 199-214, February.
    10. Simon Rodan & Charles Galunic, 2004. "More than network structure: how knowledge heterogeneity influences managerial performance and innovativeness," Strategic Management Journal, Wiley Blackwell, vol. 25(6), pages 541-562, June.
    11. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    12. Stephan, Paula E., 2010. "The Economics of Science," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 217-273, Elsevier.
    13. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    14. Flora F. Tien & Robert T. Blackburn, 1996. "Faculty Rank System, Research Motivation, and Faculty Research Productivity: Measure Refinement and Theory Testing," The Journal of Higher Education, Taylor & Francis Journals, vol. 67(1), pages 2-22, January.
    15. Lynne G. Zucker & Michael R. Darby, 2014. "Movement of Star Scientists and Engineers and High-Tech Firm Entry," Annals of Economics and Statistics, GENES, issue 115-116, pages 125-175.
    16. M. Ann McFadyen & Matthew Semadeni & Albert A. Cannella, 2009. "Value of Strong Ties to Disconnected Others: Examining Knowledge Creation in Biomedicine," Organization Science, INFORMS, vol. 20(3), pages 552-564, June.
    17. Yan Wang & Yishan Wu & Yuntao Pan & Zheng Ma & Ronald Rousseau, 2005. "Scientific collaboration in China as reflected in co-authorship," Scientometrics, Springer;Akadémiai Kiadó, vol. 62(2), pages 183-198, January.
    18. Katz, J. Sylvan & Martin, Ben R., 1997. "What is research collaboration?," Research Policy, Elsevier, vol. 26(1), pages 1-18, March.
    19. He, Zi-Lin & Geng, Xue-Song & Campbell-Hunt, Colin, 2009. "Research collaboration and research output: A longitudinal study of 65 biomedical scientists in a New Zealand university," Research Policy, Elsevier, vol. 38(2), pages 306-317, March.
    20. G. Melin, 1999. "Impact of national size on research collaboration," Scientometrics, Springer;Akadémiai Kiadó, vol. 46(1), pages 161-170, September.
    21. Peter Kennedy, 2003. "A Guide to Econometrics, 5th Edition," MIT Press Books, The MIT Press, edition 5, volume 1, number 026261183x, December.
    Full references (including those not matched with items on IDEAS)

    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. Claudia N. Gonzalez-Brambila, 2014. "Social capital in academia," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(3), pages 1609-1625, December.
    2. Maaike Verbree & Edwin Horlings & Peter Groenewegen & Inge Weijden & Peter Besselaar, 2015. "Organizational factors influencing scholarly performance: a multivariate study of biomedical research groups," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 25-49, January.
    3. Stefano Scarazzati & Lili Wang, 2019. "The effect of collaborations on scientific research output: the case of nanoscience in Chinese regions," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(2), pages 839-868, November.
    4. Wang, Jian, 2016. "Knowledge creation in collaboration networks: Effects of tie configuration," Research Policy, Elsevier, vol. 45(1), pages 68-80.
    5. Corsini, Alberto & Pezzoni, Michele & Visentin, Fabiana, 2022. "What makes a productive Ph.D. student?," Research Policy, Elsevier, vol. 51(10).
    6. Carolina Cañibano & Richard Woolley & Eric J. Iversen & Sybille Hinze & Stefan Hornbostel & Jakob Tesch, 2019. "A conceptual framework for studying science research careers," The Journal of Technology Transfer, Springer, vol. 44(6), pages 1964-1992, December.
    7. He, Zi-Lin & Geng, Xue-Song & Campbell-Hunt, Colin, 2009. "Research collaboration and research output: A longitudinal study of 65 biomedical scientists in a New Zealand university," Research Policy, Elsevier, vol. 38(2), pages 306-317, March.
    8. Maria Rosaria Carillo & Erasmo Papagni & Alessandro Sapio, 2012. "Do collaborations enhance the high-quality output of scientific institutions? Evidence from the Italian Research Assessment Exercise (2001-2003)," Discussion Papers 4_2012, CRISEI, University of Naples "Parthenope", Italy.
    9. Hugo Horta & Francisco M. Veloso & Rócio Grediaga, 2010. "Navel Gazing: Academic Inbreeding and Scientific Productivity," Management Science, INFORMS, vol. 56(3), pages 414-429, March.
    10. Maureen McKelvey & Bastian Rake, 2020. "Exploring scientific publications by firms: what are the roles of academic and corporate partners for publications in high reputation or high impact journals?," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(3), pages 1323-1360, March.
    11. Chen, Kaihua & Zhang, Yi & Fu, Xiaolan, 2019. "International research collaboration: An emerging domain of innovation studies?," Research Policy, Elsevier, vol. 48(1), pages 149-168.
    12. Chin-Chang Tsai & Elizabeth A. Corley & Barry Bozeman, 2016. "Collaboration experiences across scientific disciplines and cohorts," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(2), pages 505-529, August.
    13. Radhamany Sooryamoorthy, 2014. "Publication productivity and collaboration of researchers in South Africa: new empirical evidence," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(1), pages 531-545, January.
    14. Tang, Li, 2013. "Does “birds of a feather flock together” matter—Evidence from a longitudinal study on US–China scientific collaboration," Journal of Informetrics, Elsevier, vol. 7(2), pages 330-344.
    15. Zhifeng Yin & Qiang Zhi, 2017. "Dancing with the academic elite: a promotion or hindrance of research production?," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(1), pages 17-41, January.
    16. Wim Vanhaverbeke & Victor Gilsing & Bonnie Beerkens & Geert Duysters, 2009. "The Role of Alliance Network Redundancy in the Creation of Core and Non‐core Technologies," Journal of Management Studies, Wiley Blackwell, vol. 46(2), pages 215-244, March.
    17. Winkler, Anne E. & Glänzel, Wolfgang & Levin, Sharon & Stephan, Paula, 2011. "The Diffusion of Information Technology and the Increased Propensity of Teams to Transcend Institutional and National Borders," IZA Discussion Papers 5857, Institute of Labor Economics (IZA).
    18. Kudic, Muhamed & Guhr, Katja, 2013. "Cooperation Events, Ego-Network Characteristics and Firm Innovativeness – Empirical Evidence from the German Laser Industry," IWH Discussion Papers 6/2013, Halle Institute for Economic Research (IWH).
    19. Sergey Kolesnikov & Eriko Fukumoto & Barry Bozeman, 2018. "Researchers’ risk-smoothing publication strategies: Is productivity the enemy of impact?," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 1995-2017, September.
    20. Rotolo, Daniele & Messeni Petruzzelli, Antonio, 2013. "When does centrality matter? Scientific productivity and the moderating role of research specialization and cross-community ties," MPRA Paper 53406, University Library of Munich, Germany.

    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:eee:respol:v:42:y:2013:i:9:p:1555-1567. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/respol .

    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.