Searching Dimensions and Directions for Digital Innovations Within the Insurance Industry: A Knowledge-Centered Approach

Discovery of digital innovations is a key organizational capability for sustaining competitive advantage. Despite its importance, discovery of digital innovations is still ill understood. In this paper, the authors seek to provide a theory-based practice for digital innovation discovery. To meet this objective, they source the theories of knowledge and knowledge combination. Data for this case study were collected through semi-structured interviews and a quantitative questionnaire from three pension insurance companies. The data were analyzed by using principal component analysis and by constructing biplots based of the results. Two significant dimensions in the digitalization needs that guide knowledge synthesis were recognized: the importance of adopting the enabler and the volume of resources needed to adopt the enabler. A closer look at the enablers revealed that the most business-critical current digital business enablers for the pension insurance industry are business process automation, online services, and big data.

[1]  E. Nijssen,et al.  Exploring product and service innovation similarities and differences , 2006 .

[2]  Faïz Gallouj,et al.  New modes of innovation: How services benefit industry , 1995 .

[3]  Keith W. Miller,et al.  Big Data: New Opportunities and New Challenges [Guest editors' introduction] , 2013, Computer.

[4]  Morten T. Hansen,et al.  What's your strategy for managing knowledge? , 1999, Harvard business review.

[5]  Patrick Cohendet,et al.  Knowing Communities in the Front End of Innovation , 2015 .

[6]  Zach G. Zacharia,et al.  Capabilities that enhance outcomes of an episodic supply chain collaboration , 2011 .

[7]  Kalle Lyytinen,et al.  Organizing for Innovation in the Digitized World , 2012, Organ. Sci..

[8]  P. Vermeulen,et al.  Organizing successful new service development: a literature review , 2003 .

[9]  K. Gabriel,et al.  The biplot graphic display of matrices with application to principal component analysis , 1971 .

[10]  J. Barney.  Firm Resources and Sustained Competitive Advantage , 1991 .

[11]  Lee Garber,et al.  Using In-Memory Analytics to Quickly Crunch Big Data , 2012, Computer.

[12]  Ken G. Smith,et al.  Existing Knowledge, Knowledge Creation Capability, and the Rate of New Product Introduction in High-Technology Firms , 2005 .

[13]  Kurt Fanning,et al.  Big Data: Implications for Financial Managers , 2013 .

[14]  A. Kaplan,et al.  Users of the world, unite! The challenges and opportunities of Social Media , 2010 .

[15]  Rob Kling,et al.  IT and organizational change in digital economies: a socio-technical approach , 1999, CSOC.

[16]  Michael H. Zack,et al.  Developing a Knowledge Strategy , 1999 .

[17]  Stephen L. Vargo,et al.  Service Innovation in the Digital Age: Key Contributions and Future Directions , 2015, MIS Q..

[18]  Sulin Ba,et al.  An Exploratory Study of the Impact of E-Service Process on Online Customer Satisfaction , 2006 .

[19]  Ilkka Tuomi.  Data is more than knowledge: implications of the reversed knowledge hierarchy for knowledge management and organizational memory , 1999 .

[20]  Keld Laursen.  Keep searching and you’ll find: what do we know about variety creation through firms’ search activities for innovation? , 2012 .

[21]  J. Gunawan,et al.  The Effect of Macro Economic Variables on Stock Return of Companies That Listed in Stock Exchange: Empirical Evidence from Indonesia , 2019, International Journal of Business and Management.

[22]  Elgar Fleisch,et al.  Mobile Claims Management : Smartphone Apps in Motor Insurance , 2010 .

[23]  Satish Nambisan,et al.  Information Technology and Product/Service Innovation: A Brief Assessment and Some Suggestions for Future Research , 2013, J. Assoc. Inf. Syst..

[24]  Robert Davies,et al.  Innovation in medium‐sized insurance companies: how marketing adds value , 2000 .

[25]  Erik Brynjolfsson,et al.  The productivity paradox of information technology , 1993, CACM.

[26]  Knut Holt,et al.  Generating Creativity, Ideas and Inventions : Information and Needs Analysis in Idea Generation : R&D Management , 1975 .

[27]  Luis Rodero-Merino,et al.  A break in the clouds: towards a cloud definition , 2008, CCRV.

[28]  D. Leonard,et al.  The Role of Tacit Knowledge in Group Innovation , 1998 .

[29]  Birgit Verworn,et al.  The Fuzzy Front End of Japanese New Product Development Projects: Impact on Success and Differences between Incremental and Radical Projects , 2007 .

[30]  Kieran O'Brien.  Innovation types and the search for new ideas at the fuzzy front end: Where to look and how often? , 2020 .

[31]  M. Polanyi,et al.  Knowing and being : essays , 1969 .

[32]  Reinhilde Veugelers,et al.  In Search of Complementarity in Innovation Strategy: Internal R&D and External Knowledge Acquisition , 2006, Manag. Sci..

[33]  Clayton M. Christensen,et al.  Reinventing Your Business Model , 2008 .

[34]  B. Kogut,et al.  Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology , 1992 .

[35]  P. Hertog.  KNOWLEDGE-INTENSIVE BUSINESS SERVICES AS CO-PRODUCERS OF INNOVATION , 2000 .

[36]  J. Lawler,et al.  A Cloud Computing Methodology Study of Platform-as-a-Service (PaaS) in the Financial Industry , 2014 .

[37]  Anthony D. Joseph,et al.  A Study of Cloud Computing Software-as-a-Service (SaaS) in Financial Firms , 2013 .

[38]  R. Cooper,et al.  New Products: What Separates Winners from Losers? , 1987 .

[39]  Rajiv Sabherwal,et al.  Editorial Commentary - Digital Systems and Competition , 2010, Inf. Syst. Res..

[40]  R. Dale Wilson,et al.  Using clickstream data to enhance business‐to‐business web site performance , 2010 .

[41]  Jeffrey Davidson,et al.  Providing Clarity and A Common Language to the “Fuzzy Front End” , 2001 .

[42]  Yung-Shen Yen,et al.  Predicting the adoption of mobile financial services: The impacts of perceived mobility and personal habit , 2016, Comput. Hum. Behav..

[43]  Paul A. David,et al.  The explicit economics of knowledge codification and tacitness , 2000 .

[44]  Lucia Cusmano,et al.  Modes of innovation in knowledge-intensive business services evidence from Lombardy , 2009 .

[45]  I. Nonaka,et al.  The Concept of “Ba”: Building a Foundation for Knowledge Creation , 1998 .

[46]  L. Salciuviene,et al.  Key Drivers Affecting Customer Intention to Purchase Financial Services Online , 2014 .

[47]  Heidi M. J. Bertels,et al.  Communities of Practice versus Organizational Climate: Which One Matters More to Dispersed Collaboration in the Front End of Innovation?* , 2011 .

[48]  F. Galati,et al.  The digitalization of the innovation process , 2019 .

[49]  Matthew S. Olson,et al.  Cuando el crecimiento se estanca , 2008 .

[50]  J. Brown,et al.  Bridging epistemologies: The generative dance between organizational knowledge and organizational knowing , 1999, STUDI ORGANIZZATIVI.

[51]  C. Antonelli,et al.  External and Internal Knowledge in the Knowledge Generation Function , 2015 .

[52]  Ammon Salter,et al.  Winning combinations: search strategies and innovativeness in the UK , 2018 .

[53]  J. Ettlie,et al.  Service versus Manufacturing Innovation , 2011 .

[54]  Michael Friendly,et al.  Effect ordering for data displays , 2003, Comput. Stat. Data Anal..

[55]  C. Herstatt,et al.  Looking for a Needle in a Haystack: How to Search for Bottom‐Up Social Innovations that Solve Complex Humanitarian Problems , 2019, Journal of Product Innovation Management.

[56]  L. Dwyer,et al.  Organizational Environment, New Product Process Activities, and Project Outcomes , 1991 .

[57]  H. Tsoukas,et al.  What is Organizational Knowledge , 2001 .

[58]  R. G. Fichman,et al.  Digital Innovation as a Fundamental and Powerful Concept in the Information Systems Curriculum , 2014, MIS Q..

[59]  Mohammad Majedul Islam,et al.  An Investigation of Consumers' Acceptance of Mobile Banking in Bangladesh , 2015, Int. J. Innov. Digit. Econ..

[60]  Shih-Ming Pi,et al.  Factors That Affect Consumers’ Trust and Continuous Adoption of Online Financial Services , 2012 .

[61]  Qingyu Zhang,et al.  The fuzzy front end and success of new product development: a causal model , 2001 .

[62]  C. Soosay.  An Empirical Study of Individual Competencies in Distribution Centres to Enable Continuous Innovation , 2005 .

[63]  M. Polanyi,et al.  II.—KNOWING AND BEING , 1961 .

[64]  Lorin M. Hitt,et al.  Beyond the productivity paradox , 1998, CACM.

[65]  D. Doloreux,et al.  Patterns of innovation in knowledge-intensive business services , 2009 .

[66]  Ikujiro Nonaka,et al.  The knowledge-creating theory revisited: knowledge creation as a synthesizing process , 2003 .

[67]  Eelko Huizingh,et al.  Corporate Foresight : An Emerging Field with a Rich Tradition , 2022 .

[68]  Ian Miles,et al.  Knowledge intensive business services: prospects and policies , 2005 .

[69]  Okyay Kaynak,et al.  Big Data for Modern Industry: Challenges and Trends [Point of View] , 2015, Proc. IEEE.

[70]  S. R. Rosenthal,et al.  Integrating the Fuzzy Front End of New Product Development , 1997 .

[71]  Rajiv Kohli,et al.  Digital innovation: A review and synthesis , 2019, Inf. Syst. J..

[72]  Ranjit Bose,et al.  Advanced analytics: opportunities and challenges , 2009, Ind. Manag. Data Syst..

[73]  H. J. Smith,et al.  The power of business models , 2005 .

[74]  G. Walsham,et al.  Managing IT for Business Innovation: Issues of Culture, Learning, and Leadership in a Jamaican Insurance Company , 1995 .

[75]  Majda Bastič,et al.  Success factors in transition countries , 2004 .

[76]  P. Zawislak,et al.  Innovation Capability: From Technology Development to Transaction Capability , 2012 .