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A Service of Leibniz-Informationszentrum econstor Wirtschaft Leibniz Information Centre Make Your Publications Visible. zbw for Economics Heinrich, Sebastian; Seliger, Florian; Wörter, Martin Research Report R&D, technological development and performance in the reinsurance industry: A study commissioned by Swiss Re Institute KOF Studien, No. 122 Provided in Cooperation with: KOF Swiss Economic Institute, ETH Zurich Suggested Citation: Heinrich, Sebastian; Seliger, Florian; Wörter, Martin (2019) : R&D, technological development and performance in the reinsurance industry: A study commissioned by Swiss Re Institute, KOF Studien, No. 122, ETH Zurich, KOF Swiss Economic Institute, Zurich, http://dx.doi.org/10.3929/ethz-b-000343197 This Version is available at: http://hdl.handle.net/10419/207594 Standard-Nutzungsbedingungen: Terms of use: Die Dokumente auf EconStor dürfen zu eigenen wissenschaftlichen Documents in EconStor may be saved and copied for your Zwecken und zum Privatgebrauch gespeichert und kopiert werden. personal and scholarly purposes. 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ETH Library R&D, Technological Development and Performance in the Reinsurance Industry A study commissioned by Swiss Re Institute Sebastian Heinrich, Florian Seliger and Martin Woerter KOF Studies, No. 122, May 2019 Imprint Editor KOF Swiss Economic Institute, ETH Zurich © 2018 KOF Swiss Economic Institute, ETH Zurich A study commissioned by Swiss Re Institute Authors Sebastian Heinrich Florian Seliger Martin Woerter ETH Zurich KOF Swiss Economic Institute LEE G 116 Leonhardstrasse 21 8092 Zurich, Switzerland Phone +41 44 632 42 39 Fax +41 44 632 12 18 www.kof.ethz.ch [email protected] Content 0 Executive Summary _________________________________________________________ 4 1 Introduction ________________________________________________________________ 6 2 Research Questions _________________________________________________________ 7 2.1 Which Fields of Technology are Re/Insurers Active in? _______________________________ 7 2.2 Where does Knowledge for new Technologies in the Re/Insurance Industry Originate? ______ 7 2.3 Which Regions Mainly Generate Knowledge? ______________________________________ 8 2.4 Which Companies are Active in the Relevant Areas of Knowledge and Technology? ________ 8 2.5 Is there a Relation between the Development of new Technologies and Corporate Performance? ___________________________________________________________________________ 8 3 Data _______________________________________________________________________ 8 3.1 Conglomerates and their Legal Structure __________________________________________ 9 3.2 Conglomerates’ Financial Performance ___________________________________________ 9 3.3 Patents ____________________________________________________________________ 9 3.4 Disasters __________________________________________________________________ 10 4 Descriptive Analysis ________________________________________________________ 10 4.1 Patent Activities in the Re/Insurance Industry _____________________________________ 10 4.2 Patent Activities in Relevant Technological Fields __________________________________ 14 4.3 Technological Value of Inventions ______________________________________________ 17 4.4 Knowledge Sources for the Development of Technologies ___________________________ 19 4.5 Important Geographical Regions for the Generation of Technology ____________________ 20 4.6 Performance of Re/Insurance Companies ________________________________________ 21 5 Technology and Performance ________________________________________________ 25 5.1 Motivation and Research Question ______________________________________________ 25 5.2 Data for the Econometric Estimations ____________________________________________ 25 5.3 Measurement and Econometric Estimations ______________________________________ 26 5.4 Results ___________________________________________________________________ 28 6 Conclusions _______________________________________________________________ 30 7 Literature _________________________________________________________________ 32 8 Appendix I ________________________________________________________________ 33 8.1 Innovation in the Swiss Re/Insurance Sector ______________________________________ 33 9 Appendix II ________________________________________________________________ 36 Figures Figure 1: Patent activities of the 14 selected conglomerates including their subsidiaries (Patstat, 2017) _______________________________________________________________________________ 12 Figure 2: Patent activities by Swiss Re (Patstat, 2017) ___________________________________ 13 Figure 3: Patenting activities by Swiss Re and all 14 competitors in the two IPC subclasses G06F and G06Q (families with at least one granted patent) (Patstat, 2017) ____________________________ 14 Figure 4: Important geographical regions in the generation of knowledge for all 14 competitors, according to patent activity. Scale on the y-axis is the fractional count of patents for an inventor country. Darker colour means higher activity. (Patstat, 2017) _____________________________________ 20 Figure 5: Important geographical regions in the generation of knowledge for Swiss Re, according to patent activity. Scale on the y-axis is the fractional count of patents for an inventor country. Darker colour means higher activity. (Patstat, 2017) _________________________________________________ 21 Figure 6: Natural disasters over all continents (Swiss Re Institute, 2018) _____________________ 22 Figure 7: Financial and technological measures of conglomerate sample (A.M. Best, 2017 and Patstat, 2017) __________________________________________________________________________ 22 Figure 8: Absolute financial performance of conglomerate sample grouped by above and below median patent assignees (A.M. Best, 2017 and Patstat, 2017) ____________________________________ 23 Figure 9: Relative financial performance of conglomerate grouped by above and below median patent assignees (A.M. Best, 2017 and Patstat, 2017) _________________________________________ 24 Figure 10: Natural disasters, financial and technical performance indicators (A.M. Best, 2017; Patstat, 2017; Swiss Re Institute, 2018) ______________________________________________________ 24 Figure 11: Fraction of R&D active firms and innovative firms (basis: all companies in the insurance industry – KOF Innovation Survey) ___________________________________________________ 34 Figure 12: Innovation and R&D Expenditures by the Swiss insurance industry (basis: innovative firms (left figure), R&D active firms (right figure). P50 presents the median value rather than the means value. (KOF Innovation Survey) ___________________________________________________________ 34 Figure 13: Reduction in production costs (basis: all process innovative companies in the insurance industry). Left figure shows the fraction of companies with production cost reductions. Right figure show the share of production cost reduction on total production costs due to process innovations. (KOF Innovation Survey) ________________________________________________________________ 35 Figure 14: Sales in innovative products and new products (KOF Innovation Survey) ____________ 35 Figure 15: Share in innovative products and new products (KOF Innovation Survey) ____________ 36 2 Tables Table 1: Number of patent families at conglomerate level (families with at least one granted patent are displayed, only insurance businesses) (Patstat, 2017) ____________________________________ 11 Table 2: Number of patent families at company level (families with at least one granted patent are displayed, only insurance businesses) (Patstat, 2017) ____________________________________ 11 Table 3: Number of patent families at company level in G06F and G06Q (Patstat, 2017) _________ 15 Table 4: Main patent applicants in G06F (Patstat, 2017) __________________________________ 15 Table 5: Main patent applicants in G06Q (Patstat, 2017) __________________________________ 16 Table 6: Main patent applicants in G06Q 40/08 (Patstat, 2017) _____________________________ 16 Table 7: Forward citations in G06Q by Swiss Re and for all patents in the class (Patstat, 2017) ___ 17 Table 8: Forward citations in G06F by Swiss