How do collaboration and investments in knowledge management affect process innovation in services?

Purpose: Despite the keen interest in radical and incremental innovation, few studies have tested the varying impact of firm-level factors in service sectors. This paper analyses how collaboration with existing and prospective users, and investments in knowledge management (KM) practices can be adapted to maximise the outputs of radical and incremental process innovation in a Knowledge-Intensive Business Service (KIBS) industry. Methodology: Original survey data from 166 Information Technology Service (ITS) firms and interviews with 13 executives provide the empirical evidence. PLS-SEM is used to analyse the data. Findings: Collaboration with different types of users, and investments in KM practices affect radical versus incremental process innovation differently. Collaboration with existing users influences incremental process innovation directly, but not radical innovation; and prospective user collaboration matters for radical, but not incremental innovation. Furthermore, for radical innovation, investments in KM practices mediate the impact of prospective user collaboration on innovation. Implications: While collaboration with existing users for incremental process innovations does not appear to generate significant managerial challenges, to pursue radical innovations firms must engage in intensive collaboration with prospective users. Higher involvement with prospective users requires higher investment in KM practices to promote efficient intra- and inter-firm knowledge flows. Originality: This study is based on a large-scale survey, together with management interviews. Radical and incremental innovations require engagements with different kinds of users in the service industry, and knowledge management tools.

[1]  Jina Kang,et al.  Do External Knowledge Sourcing Modes Matter for Service Innovation? Empirical Evidence from South Korean Service Firms , 2014 .

[2]  Petra Lietz,et al.  Research into Questionnaire Design: A Summary of the Literature , 2010 .

[3]  J. Schafer,et al.  Missing data: our view of the state of the art. , 2002, Psychological methods.

[4]  Anthony Arundel,et al.  The Organization of Work and Innovative Performance A comparison of the EU-15 , 2006 .

[5]  Peter Heisig,et al.  Future Research in Knowledge Management: Results from the Global Knowledge Research Network Study , 2015 .

[6]  Wynne W. Chin,et al.  An Introduction to a Permutation Based Procedure for Multi-Group PLS Analysis: Results of Tests of Differences on Simulated Data and a Cross Cultural Analysis of the Sourcing of Information System Services Between Germany and the USA , 2010 .

[7]  J. Dutton,et al.  The Adoption of Radical and Incremental Innovations: An Empirical Analysis , 1986 .

[8]  Yi Li,et al.  Exploratory innovation, exploitative innovation, and performance: Influence of business strategies and environment , 2010 .

[9]  Albert H. Segars,et al.  Knowledge Management: An Organizational Capabilities Perspective , 2001, J. Manag. Inf. Syst..

[10]  Alexander Serenko,et al.  Citation classics published in knowledge management journals. Part I: articles and their characteristics , 2015, J. Knowl. Manag..

[11]  Balaji R. Koka,et al.  The Reification of Absorptive Capacity: A Critical Review and Rejuvenation of the Construct , 2006 .

[12]  D. Sinclair,et al.  Business process re‐engineering and process management , 1995 .

[13]  Florian Skiba,et al.  Integration of innovative users as source of service innovations , 2008 .

[14]  David Jacobson,et al.  Managing open incremental process innovation : absorptive capacity and distributed learning , 2012 .

[15]  R. Chandy,et al.  Sources and Financial Consequences of Radical Innovation: Insights from Pharmaceuticals , 2003 .

[16]  M. Sobel Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models , 1982 .

[17]  B. Tabachnick,et al.  Using Multivariate Statistics (5th Edition) , 2006 .

[18]  Ammon Salter,et al.  Investigating the sources of process innovation among UK manufacturing firms , 2006 .

[19]  Wynne W. Chin The partial least squares approach for structural equation modeling. , 1998 .

[20]  Rosanna Garcia,et al.  A critical look at technological innovation typology and innovativeness terminology: a literature review , 2002 .

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

[22]  Rudolf R. Sinkovics,et al.  The Use of Partial Least Squares Path Modeling in International Marketing , 2009 .

[23]  M. Roach,et al.  Increasing Web Survey Response Rates in Innovation Research: An Experimental Study of Static and Dynamic Contact Design Features , 2012 .

[24]  J. Schumpeter The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle , 1934 .

[25]  Ammon Salter,et al.  Innovation in services:an overview , 2015 .

[26]  Chris F. Kemerer,et al.  The assimilation of software process innovations: an organizational learning perspective , 1997 .

[27]  F. Damanpour,et al.  Combinative Effects of Innovation Types and Organizational Performance: A Longitudinal Study of Service Organizations , 2009 .

[28]  Hyojung Kim,et al.  How does the second-order learning process moderate the relationship between innovation inputs and outputs of large Korean firms? , 2014 .

[29]  B. Tether Who co-operates for innovation, and why: An empirical analysis , 2002 .

[30]  Keld Laursen,et al.  Linking Customer Interaction and Innovation: The Mediating Role of New Organizational Practices , 2011, Organ. Sci..

[31]  B. Tabachnick,et al.  Using Multivariate Statistics , 1983 .

[32]  John Cullen,et al.  Democratizing Innovation , 2020, Encyclopedia of Creativity, Invention, Innovation and Entrepreneurship.

[33]  J. Ettlie,et al.  Organization Strategy and Structural Differences for Radical Versus Incremental Innovation , 1984 .

[34]  Rodney McAdam,et al.  A critique of benchmarking and performance measurement: Lead or lag? , 2004 .

[35]  B. Menguc,et al.  Customer and Supplier Involvement in Design: The Moderating Role of Incremental and Radical Innovation Capability , 2014 .

[36]  John J. Sosik,et al.  Silver Bullet or Voodoo Statistics? , 2009 .

[37]  J. Lemmink,et al.  High‐Technology Service Innovation Success: A Decision‐Making Perspective , 2004 .

[38]  F. Damanpour An Integration of Research Findings of Effects of Firm Size and Market Competition on Product and Process Innovations , 2010 .

[39]  María Leticia Santos-Vijande,et al.  An assessment of innovativeness in KIBS: implications on KIBS' co-creation culture, innovation capability, and performance , 2013 .

[40]  Gilbert A. Churchill A Paradigm for Developing Better Measures of Marketing Constructs , 1979 .

[41]  D. Campbell The Informant in Quantitative Research , 1955, American Journal of Sociology.

[42]  James E. Bartlett,et al.  Organizational research: Determining appropriate sample size in survey research , 2001 .

[43]  Daniel A. Levinthal,et al.  ABSORPTIVE CAPACITY: A NEW PERSPECTIVE ON LEARNING AND INNOVATION , 1990 .

[44]  Jens Leker,et al.  Exploration and Exploitation in Product and Process Innovation in the Chemical Industry , 2013 .

[45]  Jenny Darroch,et al.  Developing a measure of knowledge management behaviors and practices , 2003, J. Knowl. Manag..

[46]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[47]  S. Zahra,et al.  Absorptive Capacity: A Review, Reconceptualization, and Extension , 2002 .

[48]  Patima Chongcharoentanawat,et al.  The affordability of the Sustainable Development Goals: A myth or reality? , 2016 .

[49]  Marina du Plessis,et al.  The role of knowledge management in innovation , 2007, J. Knowl. Manag..

[50]  P. Allison Missing data techniques for structural equation modeling. , 2003, Journal of abnormal psychology.

[51]  Marko Sarstedt,et al.  Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research , 2014 .

[52]  Amir Albadvi,et al.  Assessing readiness for business process reengineering , 2008, Bus. Process. Manag. J..

[53]  Jacob Cohen,et al.  QUANTITATIVE METHODS IN PSYCHOLOGY A Power Primer , 1992 .

[54]  Wynne W. Chin Issues and Opinion on Structural Equation Modeling by , 2009 .

[55]  Hemant K. Jain,et al.  Success of Data Resource Management in Distributed Environments: An Empirical Investigation , 1998, MIS Q..

[56]  Jacob Cohen,et al.  A power primer. , 1992, Psychological bulletin.

[57]  Henk W. Volberda,et al.  Exploratory Innovation, Exploitative Innovation and Peformance: Effects of Organizational Antecedents and Environmental Moderators , 2006, Manag. Sci..

[58]  E. Hippel,et al.  User Community vs. Producer Innovation Development Efficiency: A First Empirical Study , 2013 .

[59]  Terry S. Overton,et al.  Estimating Nonresponse Bias in Mail Surveys , 1977 .

[60]  Ian Miles,et al.  Knowledge Intensive Business Services as Generators of Innovations , 2013 .

[61]  Nory B. Jones,et al.  Nimble Knowledge Transfer in High Velocity/Turbulent Environments , 2012, J. Knowl. Manag..

[62]  A. Gustafsson,et al.  Customer co‐creation in service innovation: a matter of communication? , 2012 .

[63]  P. M. Podsakoff,et al.  Self-Reports in Organizational Research: Problems and Prospects , 1986 .

[64]  Janyl Moldalieva,et al.  Millennium Development Goals (MDGs): Did they change social reality? , 2016 .

[65]  Donald A. Norman,et al.  Incremental and Radical Innovation: Design Research vs. Technology and Meaning Change , 2014, Design Issues.

[66]  C. Prahalad,et al.  Co-creation experiences: The next practice in value creation , 2004 .

[67]  F. Damanpour Organizational Innovation: A Meta-Analysis Of Effects Of Determinants and Moderators , 1991 .

[68]  Brooks C. Holtom,et al.  Survey response rate levels and trends in organizational research , 2008 .

[69]  L. Cronbach Coefficient alpha and the internal structure of tests , 1951 .

[70]  P. Ritala,et al.  Incremental and Radical Innovation in Coopetition—The Role of Absorptive Capacity and Appropriability , 2013 .

[71]  Hanne Westh Nicolajsen,et al.  KIBS and their Users as Co-creators of Breakthrough Innovation , 2011 .

[72]  A. Onwuegbuzie,et al.  Toward a Definition of Mixed Methods Research , 2007 .

[73]  R. Gulati Does Familiarity Breed Trust? The Implications of Repeated Ties for Contractual Choice in Alliances , 1995 .

[74]  Robert C. Camp,et al.  Benchmarking: The Search for Industry Best Practices That Lead to Superior Performance , 1989 .