Systematic reviews and tech mining: A methodological comparison with case study

Research Synthesis Methods

Volumn 9, Issue 4, 2018, Pages 540-550

  Anderson, Patricia F ^a   Shannon, Carol ^a   Bickett, Skye ^b   Doucette, Joanne ^c   Herring, Pamela ^d   Kepsel, Andrea ^e   Lyons, Tierney ^f   McLachlan, Scott ^g   Wu, Lin ^h  

^a UNIVERSITY OF MICHIGAN   (United States)

^b PHILADELPHIA COLLEGE OF OSTEOPATHIC MEDICINE   (United States)

^c MASSACHUSETTS COLLEGE OF PHARMACY AND HEALTH SCIENCES   (United States)

^d UNIVERSITY OF CENTRAL FLORIDA COLLEGE OF MEDICINE   (United States)

^e MICHIGAN STATE UNIVERSITY   (United States)

^f Cerebros Medical Systems   (United States)

^g UNIVERSITY OF OXFORD   (United Kingdom)

^h UNIVERSITY OF TENNESSEE HEALTH SCIENCE CENTER   (United States)

Author keywords

research methodologies; systematic reviews; tech mining

Indexed keywords

BIBLIOGRAPHIC DATABASE; BIBLIOMETRICS; COMPARATIVE STUDY; DATA MINING; HUMAN; INFORMATION RETRIEVAL; LIBRARY; MEDICAL INFORMATICS; METHODOLOGY; PROCEDURES; STANDARDS;

BIBLIOMETRICS; DATA MINING; DATABASES, BIBLIOGRAPHIC; HUMANS; INFORMATION STORAGE AND RETRIEVAL; LIBRARIES, MEDICAL; MEDICAL INFORMATICS; RESEARCH DESIGN; SYSTEMATIC REVIEWS AS TOPIC;

EID: 85057961940     PISSN: None     EISSN: 17592887     Source Type: Journal    
DOI: 10.1002/jrsm.1318     Document Type: Conference Paper

References (30)

1. Eldredge JD, Ascher MT, Holmes HN, Harris MR. The new Medical Library Association research agenda: final results from a three-phase Delphi study. J Med Libr Assoc. 2012;100(3):214-218
2. Eldredge JD, Holmes H, Ascher MT. MLA research agenda. Systematic Review Project. Team Updates Presentation. MLA Annual Meeting Supplement. May 17, 2015. 2015; Austin, TX
3. Cochrane Community. Cochrane Glossary. http://community.cochrane.org/glossary#letter-S. Accessed December 16, 2017
4. Porter AL, Cunningham SW. Tech Mining: Exploiting New Technologies for Competitive Advantage. Hoboken, NJ: John Wiley & Sons, Inc.; 2005
5. Janalta Interactive I. Technopedia. https://www.techopedia.com/definition/13859/text-data-mining. Accessed December 16, 2017
6. Kayser V, Blind K. Extending the knowledge base of foresight: the contribution of text mining. Technol Forecast Soc Chang. 2017;116:208-215
7. Brockley EM. Emerging Technology Intelligence: Scanning and Monitoring for Strategic Planning. Cambridge, MA: Management of Technology Program, Massachusetts institute of Technology; 2004
8. Firat A, Woon W, Madnick S. Technological Forecasting—A Review (MIT Working Paper CISL #2008-15). Cambridge, MA: Massachusetts Institute of Technology, Composite Information Systems Laboratory (CISL); 2008
9. Loveridge D. The Art and Science of Anticipating the Future. London: Routledge; 2008
10. Mikova N, Solokova A. Selection of information sources for identifying technology trends: a comparative analysis. (HSE working papers WP BRP 25/STI/2014). Moscow: National Research University Higher School of Economics; 2014
11. Sun F, Schoelles K. AHRQ Health Care Horizon Scanning System: A Systematic Review of Methods for Health Care Technology Horizon Scanning (AHRQ Publication No. 13-EHC104-EF). Rockville, MD: Agency for Healthcare Research and Quality; 2013
12. Sylak-Glassman EJ, Williams SR, Gupta N. Current and Potential Use of Technology Forecasting Tools in the Federal Government. (IDA Document D-5735). Alexandria, VA: Institute for Defense Analyses; 2016
13. Zhang Y, Zhou X, Porter AL, Vicente Gomila JM. How to combine term clumping and technology roadmapping for newly emerging science & technology competitive intelligence: “problem & solution” pattern based semantic TRIZ tool and case study. Scientometrics. 2014;101(2):1375-1389
14. Eldredge JD, Harris MR, Ascher MT. Defining the Medical Library Association research agenda: methodology and final results from a consensus process. J Med Libr Assoc: JMLA. 2009;97(3):178-185
15. Hollauf M. MindMeister Wins “Best User Centered Design” Award. Mindmeister FOCUS Blog. 2007;2018. https://www.mindmeister.com/blog/product-news/2007/07/02/mindmeister-wins-best-user-centered-design-award/
16. Anjomshoaa A, Sao KV, Tjoa AM, Weippl E, Hollauf M. Context Oriented Analysis of Web 2.0 Social Network Contents - MindMeister Use-Case. In: Nguyen NT, Le MT, Swiatek J, eds. Asian Conference on Intelligent Information and Database Systems (ACIIDS 2010). Berlin: Springer; 2010
17. Michinov N. The Use of Electronic Brainstorming for Collecting Ideas in Scientific Research Teams: A Challenge for Future Online Research. In: Nunes Silva C, ed. Online Research Methods in Urban Planning Studies: Design and Outcomes. Hershey, PA: IGI Global; 2012:157-172
18. Varela-Lema L, Punal-Riobóo J, Acción BC, Ruano-Ravina A, García ML. Making processes reliable: a validated pubmed search strategy for identifying new or emerging technologies. Int J Technol Assess Health Care. 2012;28(4):452-459
19. Anderson PF, Bickett S, Doucette J, et al. Identifying Emerging Technologies Through Text-Mining of PubMed Search Results: New Potential for Extracting Meaning. Seattle: Medical Library Association Annual Meeting; 2017
20. NCBI. FLink: How to Save PubMed Search Results as a Comma-Separated Value (CSV) File and Import Them Into a Spreadsheet; 2016
21. Patton KM. The role of scanning in open intelligence systems. Technol Forecast Soc Chang. 2005;72(9):1082-1093
22. Sinclair S, Rockwell G. Voyant Tools Team. Voyant Tools [web application]. 2012
23. OpenRefine [computer program]. Version 2.7. 2017
24. AntConc [computer program]. Version 3.4.4. Tokyo: Waseda University; 2016
25. Hopkins MM, Siepel J. Just how difficult can it be counting up R&D funding for emerging technologies (and is tech mining with proxy measures going to be any better)? Tech Anal Strat Manag. 2013;25(6):655-685
26. Rodríguez-Salvador M, Rio-Belver RM, Garechana-Anacabe G. Scientometric and patentometric analyses to determine the knowledge landscape in innovative technologies: the case of 3D bioprinting. PLoS ONE. 2017;12(6):e0180375. https://doi.org/10.1371/journal.pone.0180375
27. Vicente-Gomila JM, Palli A, de la Calle B, Artacho MA, Jimenez S. Discovering shifts in competitive strategies in probiotics, accelerated with TechMining. Scientometrics. 2017;111(3):1907-1923
28. Lefebvre C, Manheimer E, Glanville J, on behalf of the Cochrane Information Retreival Methods Group. Searching for Studies. In: Higgins JPT, Green S, eds. Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0. London: The Cochrane Collaboration; 2011
29. Vassar M, Yerokhin V, Sinnett PM, et al. Database selection in systematic reviews: an insight through clinical neurology. Health Inf Libr J. 2017;34(2):156-164
30. Tricco AC, Antony J, Zarin W, et al. A scoping review of rapid review methods. BMC Med. 2015;13(1):224