IDEAS home Printed from https://ideas.repec.org/a/eee/infome/v9y2015i4p734-745.html
   My bibliography  Save this article

Attention decay in science

Author

Listed:
  • Parolo, Pietro Della Briotta
  • Pan, Raj Kumar
  • Ghosh, Rumi
  • Huberman, Bernardo A.
  • Kaski, Kimmo
  • Fortunato, Santo

Abstract

The exponential growth in the number of scientific papers makes it increasingly difficult for researchers to keep track of all the publications relevant to their work. Consequently, the attention that can be devoted to individual papers, measured by their citation counts, is bound to decay rapidly. In this work we make a thorough study of the life-cycle of papers in different disciplines. Typically, the citation rate of a paper increases up to a few years after its publication, reaches a peak and then decreases rapidly. This decay can be described by an exponential or a power law behavior, as in ultradiffusive processes, with exponential fitting better than power law for the majority of cases. The decay is also becoming faster over the years, signaling that nowadays papers are forgotten more quickly. However, when time is counted in terms of the number of published papers, the rate of decay of citations is fairly independent of the period considered. This indicates that the attention of scholars depends on the number of published items, and not on real time.

Suggested Citation

  • Parolo, Pietro Della Briotta & Pan, Raj Kumar & Ghosh, Rumi & Huberman, Bernardo A. & Kaski, Kimmo & Fortunato, Santo, 2015. "Attention decay in science," Journal of Informetrics, Elsevier, vol. 9(4), pages 734-745.
  • Handle: RePEc:eee:infome:v:9:y:2015:i:4:p:734-745
    DOI: 10.1016/j.joi.2015.07.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1751157715200442
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.joi.2015.07.006?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. Thijs Pollman, 2000. "Forgetting and the Ageing of Scientific Publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 47(1), pages 43-54, January.
    2. Reis, Ricardo, 2006. "Inattentive consumers," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 1761-1800, November.
    3. Aurel Avramescu, 1979. "Actuality and Obsolescence of Scientific Literature," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 30(5), pages 296-303, September.
    4. L. Egghe, 2010. "A model showing the increase in time of the average and median reference age and the decrease in time of the Price Index," Scientometrics, Springer;Akadémiai Kiadó, vol. 82(2), pages 243-248, February.
    5. Siluo Yang & Feng Ma & Yanhui Song & Junping Qiu, 2010. "A longitudinal analysis of citation distribution breadth for Chinese scholars," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(3), pages 755-765, December.
    6. Hamid Bouabid, 2011. "Revisiting citation aging: a model for citation distribution and life-cycle prediction," Scientometrics, Springer;Akadémiai Kiadó, vol. 88(1), pages 199-211, July.
    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. Hamid Bouabid & Vincent Larivière, 2013. "The lengthening of papers’ life expectancy: a diachronous analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 97(3), pages 695-717, December.
    2. Yin, Yian & Wang, Dashun, 2017. "The time dimension of science: Connecting the past to the future," Journal of Informetrics, Elsevier, vol. 11(2), pages 608-621.
    3. Chen, Huaqi & Ho, Yuh-Shan, 2015. "Highly cited articles in biomass research: A bibliometric analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 12-20.
    4. Lin Zhang & Wolfgang Glänzel, 2017. "A citation-based cross-disciplinary study on literature ageing: part II—diachronous aspects," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(3), pages 1559-1572, June.
    5. Zhenyu Gou & Fan Meng & Zaida Chinchilla-Rodríguez & Yi Bu, 2022. "Encoding the citation life-cycle: the operationalization of a literature-aging conceptual model," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 5027-5052, August.
    6. Sebastian Eichfelder & Mona Lau, 2015. "Capitalization of capital gains taxes: (In)attention and turn-of-the-year returns," FEMM Working Papers 150019, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    7. Christopher D. Carroll & Misuzu Otsuka & Jirka Slacalek, 2006. "How Large Is the Housing Wealth Effect? A New Approach," NBER Working Papers 12746, National Bureau of Economic Research, Inc.
    8. Theresa Kuchler & Basit Zafar, 2019. "Personal Experiences and Expectations about Aggregate Outcomes," Journal of Finance, American Finance Association, vol. 74(5), pages 2491-2542, October.
    9. Olafsson, Arna & Pagel, Michaela, 2024. "Retirement puzzles: New evidence from personal finances," Journal of Public Economics, Elsevier, vol. 234(C).
    10. Libich, Jan, 2009. "A Note On The Anchoring Effect Of Explicit Inflation Targets," Macroeconomic Dynamics, Cambridge University Press, vol. 13(5), pages 685-697, November.
    11. Eduardo Fajnzylber & Gonzalo Reyes, 2015. "Knowledge, Information, and Retirement Saving Decisions: Evidence from a Large-Scale Intervention in Chile," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 83-117, February.
    12. Anna Sokolova, 2023. "Marginal Propensity to Consume and Unemployment: a Meta-analysis," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 813-846, December.
    13. Olivier Coibion & Yuriy Gorodnichenko, 2012. "What Can Survey Forecasts Tell Us about Information Rigidities?," Journal of Political Economy, University of Chicago Press, vol. 120(1), pages 116-159.
    14. Luo, Yulei & Nie, Jun & Young, Eric R., 2014. "Robust control, informational frictions, and international consumption correlations," European Economic Review, Elsevier, vol. 67(C), pages 1-27.
    15. Jan Libich & Andrew Hughes Hallett & Petr Stehlik, 2007. "Monetary And Fiscal Policy Interaction With Various Degrees And Types Of Commitment," CAMA Working Papers 2007-21, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    16. Shawn Cole & Xavier Gine & Jeremy Tobacman & Petia Topalova & Robert Townsend & James Vickery, 2013. "Barriers to Household Risk Management: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 104-135, January.
    17. Rangaraju, Sandeep Kumar & Herrera, Ana María, 2021. "Tax news in good and bad times," Economics Letters, Elsevier, vol. 207(C).
    18. Philippe Bacchetta & Eric van Wincoop, 2005. "Rational Inattention: A Solution to the Forward Discount Puzzle," FAME Research Paper Series rp156, International Center for Financial Asset Management and Engineering.
    19. Bartosz Maćkowiak & Filip Matějka & Mirko Wiederholt, 2023. "Rational Inattention: A Review," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 226-273, March.
    20. Mehmet Fatih, Ekinci, 2010. "Inattentive Consumers and Exchange Rate Volatility," MPRA Paper 26472, University Library of Munich, Germany, revised 31 Oct 2010.

    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:infome:v:9:y:2015:i:4:p:734-745. 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/joi .

    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.