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The relationships between University of Glasgow’s research output and impact to the UN SDG were analysed via the methodology described in the following wiki pages. By integrating both qualitative and quantitative approaches, this mixed methods study delivered useful insights about impact and the way different research output forms can add value to the narrative around it. Firstly, keyword mining of bibliographic data from the Scopus abstract and citation database was performed by applying the principles of the Aurora network concept analysis (Aurora Universities Network, 2019). This data mining approach informed the next stage, where a textual analysis tool was developed using the features of the qualitative analysis software NVivo Pro12, thus allowing the examination of University of Glasgow Impact Case Studies extracted from the REF open database (Impact.ref.ac.uk, 2014). **References:** - Aurora Universities Network (2019). Sustainable Development Goals. A Bibliometric Proof of Principle. An interactive data visualisation dashboard, demonstrating how Societal Relevance and Impact of research can be visualised. [online] Available at: https://aurora-network.global/project/sdg-analysis-bibliometrics-relevance/ [Assessed: 30 May 2019]. - Australia, New Zealand & Pacific Network. Sustainable Development Solutions Network (SDSN) (2017) Compiled SDG Keywords. [Microsoft Excel spreadsheet]. Available at: http://ap-unsdsn.org/wp-content/uploads/2017/04/Compiled-Keywords-for-SDG-Mapping_Final_17-05-10.xlsx [Accessed: 16 November 2018]. - Business In The Community (BITC) (2018). TOWARDS THE TIPPING POINT: GLOBAL GOALS GUIDE FOR BUSINESS. Practical ways businesses are engaging with the Global Goals. [online], pp 13-25. Available at: https://www.bitc.org.uk/report/towards-the-tipping-point-global-goals-guide-for-business/ [Accessed: 3 September 2019]. - Colevins H. (2007). PEPID RN Clinical Nursing Suite. Journal of the Medical Library Association, 95(3), 365–366. doi:10.3163/1536-5050.95.3.365 - Dev.elsevier.com. (2018). Search Tips. Scopus Search Guide. [online] Available at: https://dev.elsevier.com/tips/ScopusSearchTips.htm [Accessed 13 Dec. 2018]. - Elsevier (2017). Scopus. Content Coverage Guide. [pdf], pp 6-14; 21-23, Elsevier. Available at: https://www.elsevier.com/__data/assets/pdf_file/0007/69451/0597-Scopus-Content-Coverage-Guide-US-LETTER-v4-HI-singles-no-ticks.pdf [Assessed 16 December 2019]. - Frey, L., Botan, C., Kreps, G. (1999). Investigating communication: An introduction to research methods. (2nd ed.) Boston: Allyn & Bacon. Chapter 9: Textual Analysis. - Impact.ref.ac.uk. (2014). Search REF Impact Case study. [online] Available at: https://impact.ref.ac.uk/casestudies/ [Accessed: 30 May 2019]. - Jizba, R. (2007). Measuring Search Effectiveness. In: Searching, part 4: Recall and Precision: key concepts for database searchers. [pdf], Available at: https://dspace2.creighton.edu/xmlui/bitstream/handle/10504/5901/Searching%20-%20Recall%20Precision.pdf?sequence=1&isAllowed=y [Accessed 30 May 2019]. - Koehrsen, W. (2018). Beyond Accuracy: Precision and Recall. Towards Data Science. [ONLINE] Available at: https://towardsdatascience.com/beyond-accuracy-precision-and-recall-3da06bea9f6c [Accessed 30 May 2019]. - McCutcheon, V., Nixon, W. and de Castro, P. (2014) Repository profile: University of Glasgow: "Enlighten" IR & Research System. Other. [online] Confederation of Open Access Repositories. Available at: https://www.coar-repositories.org/files/Profile-UofG.pdf [Accessed: 17 October 2019]. - Parker, R. (2002). Planning Analysis: Calculating Growth Rates. [online] Pages.uoregon.edu. Available at: https://pages.uoregon.edu/rgp/PPPM613/class8a.htm [Assessed 6 May 2019]. - Reyes-Menendez, Ana & Saura, José & Alvarez-Alonso, Cesar. (2018). Understanding #WorldEnvironmentDay User Opinions in Twitter: A Topic-Based Sentiment Analysis Approach. International Journal of Environmental Research and Public Health. 15. 10.3390/ijerph15112537. - Service.elsevier.com. (2019). What are Scopus Field Codes? - Scopus: Access and use Support Center. [online] Available at: https://service.elsevier.com/app/answers/detail/a_id/11236/supporthub/scopus/ [Accessed 13 Dec. 2018]. - Sivarajah, U., Kamal M. M., Irani Z., Weerakkody, V. (2017). Critical analysis of Big Data challenges and analytical methods. Journal of Business Research. 70: 263-286. - tableau.com (2019). Tableau: Business intelligence and analytics software. [online] Available at: https://www.tableau.com/en-gb [Accessed 18 Oct. 2019].
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