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Automated Research Impact Assessment: a new bibliometrics approach

Author

Listed:
  • Christina H. Drew

    (National Institute of Environmental Health Sciences)

  • Kristianna G. Pettibone

    (National Institute of Environmental Health Sciences)

  • Fallis Owen Finch

    (Open Intelligence, Inc.)

  • Douglas Giles

    (Open Intelligence, Inc.)

  • Paul Jordan

    (National Institutes of Health)

Abstract

As federal programs are held more accountable for their research investments, The National Institute of Environmental Health Sciences (NIEHS) has developed a new method to quantify the impact of our funded research on the scientific and broader communities. In this article we review traditional bibliometric analyses, address challenges associated with them, and describe a new bibliometric analysis method, the Automated Research Impact Assessment (ARIA). ARIA taps into a resource that has only rarely been used for bibliometric analyses: references cited in “important” research artifacts, such as policies, regulations, clinical guidelines, and expert panel reports. The approach includes new statistics that science managers can use to benchmark contributions to research by funding source. This new method provides the ability to conduct automated impact analyses of federal research that can be incorporated in program evaluations. We apply this method to several case studies to examine the impact of NIEHS funded research.

Suggested Citation

  • Christina H. Drew & Kristianna G. Pettibone & Fallis Owen Finch & Douglas Giles & Paul Jordan, 2016. "Automated Research Impact Assessment: a new bibliometrics approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(3), pages 987-1005, March.
    • Handle: RePEc:spr:scient:v:106:y:2016:i:3:d:10.1007_s11192-015-1828-7
    DOI: 10.1007/s11192-015-1828-7
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    References listed on IDEAS

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    1. Teresa H. Jones & Claire Donovan & Steve Hanney, 2012. "Tracing the wider impacts of biomedical research: a literature search to develop a novel citation categorisation technique," Scientometrics, Springer;Akadémiai Kiadó, vol. 93(1), pages 125-134, October.
    2. T. J. Phelan, 1999. "A compendium of issues for citation analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 45(1), pages 117-136, May.
    3. Gerard Pasterkamp & Joris I. Rotmans & Dominique V. P. Kleijn & Cornelius Borst, 2007. "Citation frequency: A biased measure of research impact significantly influenced by the geographical origin of research articles," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(1), pages 153-165, January.
    4. Hughes, Dana & Docto, Lindsay & Peters, Jessica & Lamb, Anne Kelsey & Brindis, Claire, 2013. "Swimming upstream: The challenges and rewards of evaluating efforts to address inequities and reduce health disparities," Evaluation and Program Planning, Elsevier, vol. 38(C), pages 1-12.
    5. Christina Viola Srivastava & Nathaniel Deshmukh Towery & Brian Zuckerman, 2007. "Challenges and opportunities for research portfolio analysis, management, and evaluation," Research Evaluation, Oxford University Press, vol. 16(3), pages 152-156, September.
    6. Isola Ajiferuke & Dietmar Wolfram, 2010. "Citer analysis as a measure of research impact: library and information science as a case study," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(3), pages 623-638, June.
    7. Laurel L. Haak & Will Ferriss & Kevin Wright & Michael E. Pollard & Kirk Barden & Matt A. Probus & Michael Tartakovsky & Charles J. Hackett, 2012. "The electronic Scientific Portfolio Assistant: Integrating scientific knowledge databases to support program impact assessment," Science and Public Policy, Oxford University Press, vol. 39(4), pages 464-475, May.
    8. Julia Lane, 2010. "Let's make science metrics more scientific," Nature, Nature, vol. 464(7288), pages 488-489, March.
    9. Carlyn E Orians & Joanne Abed & Christina H Drew & Shyanika Wijesinha Rose & Jennifer H Cohen & Jerry Phelps, 2009. "Scientific and public health impacts of the NIEHS Extramural Asthma Research Program: insights from primary data," Research Evaluation, Oxford University Press, vol. 18(5), pages 375-385, December.
    10. Grant Lewison & Isla Rippon & Steven Wooding, 2005. "Tracking knowledge diffusion through citations," Research Evaluation, Oxford University Press, vol. 14(1), pages 5-14, April.
    11. Diana Hicks & Hiroyuki Tomizawa & Yoshiko Saitoh & Shinichi Kobayashi, 2004. "Bibliometric techniques in the evaluation of federally funded research in the United States," Research Evaluation, Oxford University Press, vol. 13(2), pages 76-86, August.
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    Cited by:

    1. Mike Thelwall & Kayvan Kousha, 2016. "Are citations from clinical trials evidence of higher impact research? An analysis of ClinicalTrials.gov," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(2), pages 1341-1351, November.
    2. Aurora A. C. Teixeira & Pedro Cosme Vieira & Ana Patrícia Abreu, 2017. "Sleeping Beauties and their princes in innovation studies," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(2), pages 541-580, February.
    3. Heather Keathley-Herring & Eileen Van Aken & Fernando Gonzalez-Aleu & Fernando Deschamps & Geert Letens & Pablo Cardenas Orlandini, 2016. "Assessing the maturity of a research area: bibliometric review and proposed framework," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(2), pages 927-951, November.
    4. Cappelletti-Montano, Beniamino & Columbu, Silvia & Montaldo, Stefano & Musio, Monica, 2022. "Interpreting the outcomes of research assessments: A geometrical approach," Journal of Informetrics, Elsevier, vol. 16(1).
    5. Matteo Pedrini & Valentina Langella & Mario Alberto Battaglia & Paola Zaratin, 2018. "Assessing the health research’s social impact: a systematic review," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 1227-1250, March.
    6. Balázs Győrffy & Andrea Magda Nagy & Péter Herman & Ádám Török, 2018. "Factors influencing the scientific performance of Momentum grant holders: an evaluation of the first 117 research groups," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(1), pages 409-426, October.

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    More about this item

    Keywords

    Bibliometrics; Automated impact analysis; Research evaluation; Science of science management;
    All these keywords.

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education

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