Organizational Learning, Internal Control Mechanisms, and Indigenous Innovation: The Evidence from China

Setting in China's emerging economy, this study examines the underlying working mechanisms through which acquisitive learning and experimental learning produce positive impacts on indigenous innovation. We theorize that behavior control and output control will have different moderating effects on the learning and indigenous innovation relationships. Empirical analyses of a survey dataset of 607 Chinese firms provide supporting evidence to the theoretical model advanced in this study. Experimental learning mediates the relationship between acquisitive learning and indigenous innovation. Behavior control negatively moderates the relationship between acquisitive learning and indigenous innovation, while positively moderates the relationship between experimental learning and indigenous innovation. The moderating effects of output control on the relationships between both types of learning and indigenous innovation are significant and inverse-U-shaped. The paper concludes with a discussion of the relevant theoretical contributions and practical implications stemming from these findings, study limitations, and potential future research directions.

[1]  S. Zheng,et al.  Acquiring late mover advantage through secondary innovation , 2004, 2004 IEEE International Engineering Management Conference (IEEE Cat. No.04CH37574).

[2]  Michael A. Hitt,et al.  Antecedents and Performance Outcomes of Diversification: A Review and Critique of Theoretical Perspectives , 1990 .

[3]  Daniel A. Levinthal,et al.  Exploration and Exploitation in Organizational Learning , 2007 .

[4]  Anil K. Gupta,et al.  Linking control systems to business unit strategy: impact on performance , 1985 .

[5]  Yadong Luo,et al.  Capability Exploitation and Building in a Foreign Market: Implications for Multinational Enterprises , 2002, Organ. Sci..

[6]  B. Kogut,et al.  What Firms Do? Coordination, Identity, and Learning , 1996 .

[7]  Yi Duan,et al.  Entrepreneurial orientation, strategic flexibilities and indigenous firm innovation in transitional China , 2008, Int. J. Technol. Manag..

[8]  R. Grant Toward a Knowledge-Based Theory of the Firm,” Strategic Management Journal (17), pp. , 1996 .

[9]  Haiyan Song,et al.  Endogenous innovation growth theory and regional income convergence in China , 2001 .

[10]  Jack A. Nickerson,et al.  A Knowledge-based Theory of the Firm - A Problem-solving Perspective , 2004, Organ. Sci..

[11]  M. Bond,et al.  The Confucius connection: From cultural roots to economic growth , 1988 .

[12]  G. Huber Organizational Learning: The Contributing Processes and the Literatures , 1991 .

[13]  William R. Darden,et al.  Causal Models in Marketing , 1980 .

[14]  Elhanan Helpman,et al.  Endogenous Innovation in the Theory of Growth , 1993 .

[15]  B. Kogut,et al.  Knowledge and the Speed of the Transfer and Imitation of Organizational Capabilities: An Empirical Test , 1995 .

[16]  Anil K. Gupta,et al.  Knowledge Flows and the Structure of Control Within Multinational Corporations , 1991 .

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

[18]  M. Tushman,et al.  Technological Discontinuities and Dominant Designs: A Cyclical Model of Technological Change , 1990 .

[19]  Edward Levitas,et al.  Special Issue on Corporate Transformation in the People's Republic of China: The Institutional Effects on Strategic Alliance Partner Selection in Transition Economies: China vs. Russia , 2004, Organ. Sci..

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

[21]  G. Hofstede The Cultural Relativity of the Quality of Life Concept , 1984 .

[22]  M. Hitt,et al.  Partner Selection in Emerging and Developed Market Contexts: Resource-Based and Organizational Learning Perspectives , 2000 .

[23]  H. Raghav Rao,et al.  Knowledge Acquisition via Three Learning Processes in Enterprise Information Portals: Learning-by-Investment, Learning-by-Doing, and Learning-from-Others , 2005, MIS Q..

[24]  N. Harabi,et al.  Appropriability of technical innovations an empirical analysis , 1995 .

[25]  R. Grant,et al.  A Knowledge Accessing Theory of Strategic Alliances , 2004 .

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

[27]  J. Lorsch,et al.  Managing Diversity and Interdependence , 1973 .

[28]  Fiona Murray,et al.  Exploring the Foundations of Cumulative Innovation: Implications for Organization Science , 2007, Organ. Sci..

[29]  R. Calantone,et al.  The Impact of Market Knowledge Competence on New Product Advantage: Conceptualization and Empirical Examination , 1998 .

[30]  David J. Miller,et al.  The Correlates of Entrepreneurship in Three Types of Firms , 1983 .

[31]  Rajneesh Narula,et al.  Choosing Between Internal and Non-internal R&D Activities: Some Technological and Economic Factors , 2001, Technol. Anal. Strateg. Manag..

[32]  Aleda V. Roth,et al.  Decision Sciences Research in China: A Critical Review and Research Agenda - Foundations and Overview , 2006, Decis. Sci..

[33]  Eric W. K. Tsang,et al.  Knowledge management and innovation strategy in the Asia Pacific: Toward an institution-based view , 2008 .

[34]  S. Snell Control Theory In Strategic Human Resource Management: The Mediating Effect Of Administrative Information , 1992 .

[35]  Yadong Luo,et al.  Dimensions of Knowledge: Comparing Asian and Western MNEs in China , 1999 .

[36]  P. Koch,et al.  Collectivism, individualism, and outgroup cooperation in a segmented China , 2007 .

[37]  C. Moorman,et al.  The Acquisition and Utilization of Information in New Product Alliances: A Strength-of-Ties Perspective , 2001 .

[38]  Mona V. Makhija,et al.  The Role Of Organizational Controls In Managing Knowledge , 2006 .

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

[40]  G. Hofstede Cultural constraints in management theories , 1993 .

[41]  Michael Song,et al.  Manuscript #: RRR97-0379 THE EFFECT OF PERCEIVED TECHNOLOGICAL UNCERTAINTY ON JAPANESE NEW PRODUCT DEVELOPMENT , 1999 .

[42]  Thomas Keil,et al.  Building External Corporate Venturing Capability , 2004 .

[43]  Daniel A. Levinthal,et al.  Innovation and Learning: The Two Faces of R&D , 1989 .

[44]  Min Chen,et al.  Understanding the Process of Doing Business in China, Taiwan and Hong Kong: A Guide for International Executives , 1993 .

[45]  V. G. Ouchi,et al.  A conceptual framework for the design and organizational control mechanisms , 1979 .

[46]  Yuan Li,et al.  The role of market and entrepreneurship orientation and internal control in the new product development activities of Chinese firms , 2006 .

[47]  David G. Sirmon,et al.  Managing Firm Resources in Dynamic Environments to Create Value: Looking Inside the Black Box , 2007 .

[48]  Yadong Luo,et al.  Strategic alignment and performance of market‐seeking MNCs in China , 2001 .

[49]  Mike W. Peng,et al.  Managerial Ties and Firm Performance in a Transition Economy: The Nature of a Micro-Macro Link , 2000 .

[50]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[51]  W. Powell,et al.  Interorganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology. , 1996 .

[52]  M. Hitt,et al.  PRIVATIZATION AND ENTREPRENEURIAL TRANSrORMATION: EMERGING ISSUES AND A rUTURE RESEARCH AGENDA , 2000 .

[53]  Abbas J. Ali,et al.  Individualism, Collectivism, and Decision Styles of Managers in Kuwait , 1997 .

[54]  Sundar G. Bharadwaj,et al.  The quality and effectiveness of marketing strategy: Effects of functional and dysfunctional conflict in intraorganizational relationships , 1996 .

[55]  Yao-Sheng Liao Human resource management control system and firm performance: a contingency model of corporate control , 2006 .

[56]  M. Hitt,et al.  Technological learning, knowledge management, firm growth and performance: an introductory essay , 2000 .

[57]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[58]  G. Lantos,et al.  Resolving the Capability–Rigidity Paradox in New Product Innovation , 2006 .

[59]  David F. Larcker,et al.  Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics: , 1981 .

[60]  Hai Guo,et al.  Incentive Mechanisms, Entrepreneurial Orientation, and Technology Commercialization: Evidence from China's Transitional Economy , 2007 .

[61]  Kathleen M. Eisenhardt,et al.  Control: Organizational and Economic Approaches , 1985 .

[62]  W. Bogner,et al.  Corporate Entrepreneurship, Knowledge, and Competence Development , 1999 .

[63]  William J. Abernathy,et al.  Managing our way to economic decline , 2007 .

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

[65]  E. Bohlin,et al.  External Technology Acquisition in Large Multi-Technology Corporations , 1992 .

[66]  Yuan Li,et al.  Transformational offshore outsourcing: Empirical evidence from alliances in China , 2008 .

[67]  Shaker A. Zahra,et al.  Emerging Issues in Corporate Entrepreneurship , 2003 .

[68]  S. Zahra,et al.  Entrepreneurship and Dynamic Capabilities: A Review, Model and Research Agenda , 2006 .

[69]  Haiyang Li,et al.  Product Innovation Strategy and the Performance of New Technology Ventures in China , 2001 .

[70]  E. Autio,et al.  SOCIAL CAPITAL, KNOWLEDGE ACQUISITION, AND KNOWLEDGE EXPLOITATION IN YOUNG TECHNOLOGY-BASED FIRMS , 2001 .

[71]  Amy L. Pablo,et al.  Reconceptualizing the Determinants of Risk Behavior , 1992 .

[72]  J. Gans,et al.  Incumbency and R&D Incentives: Licensing the Gale of Creative Destruction , 1999 .

[73]  Michael A. Hitt,et al.  Management Theory and Research: Potential Contribution to Public Policy and Public Organizations , 2005 .

[74]  W. Ouchi,et al.  Organizational Control: Two Functions. , 1975 .

[75]  M. Hitt,et al.  International expansion by new venture firms: International diversity, mode of market entry, technological learning, and performance. , 2000 .

[76]  Julian Lowe,et al.  R&D and technology purchase through licence agreements: complementary strategies and complementary assets , 1998 .

[77]  Laura B. Cardinal Technological Innovation in the Pharmaceutical Industry: The Use of Organizational Control in Managing Research and Development , 2001 .

[78]  William G. Olchi The Transmission of Control Through Organizational Hierarchy , 1978 .

[79]  Morten T. Hansen,et al.  Knowledge Transfer in Intraorganizational Networks : Effects of Network Position and Absorptive Capacity on Business Unit Innovation and Performance , 2007 .

[80]  Mark Easterby-Smith,et al.  Transferring Organizational Learning Systems to Japanese Subsidiaries in China , 2006 .

[81]  Justin Tan,et al.  Innovation and Risk-Taking in a Transitional Economy: A Comparative Study of Chinese Managers and Entrepreneurs , 2001 .

[82]  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.

[83]  V. Govindarajan,et al.  Strategy, Control Systems, and Resource Sharing: Effects on Business-Unit Performance , 1990 .

[84]  Rajiv Sabherwal,et al.  Integrating specific knowledge: insights from the Kennedy Space Center , 2005, IEEE Transactions on Engineering Management.

[85]  B. Kogut,et al.  Exploring internal stickiness : Impediments to the transfer of best practice within the firm , 2007 .

[86]  J. C. Henderson,et al.  Managing I/S Design Teams: A Control Theories Perspective , 1992 .

[87]  R. Veugelers Internal R & D expenditures and external technology sourcing , 1997 .

[88]  S. Snell,et al.  Human Resource Management and Firm Performance: Testing a Contingency Model of Executive Controls , 1995 .

[89]  G. Hamel Competition for competence and interpartner learning within international strategic alliances , 1991 .

[90]  M. Bond,et al.  The Social Impact of Self-Effacing Attributions: The chinese Case , 1982 .

[91]  Detmar W. Straub,et al.  Structural Equation Modeling and Regression: Guidelines for Research Practice , 2000, Commun. Assoc. Inf. Syst..

[92]  Scott B. MacKenzie,et al.  Common method biases in behavioral research: a critical review of the literature and recommended remedies. , 2003, The Journal of applied psychology.

[93]  Maurizio Zollo,et al.  Deliberate Learning and the Evolution of Dynamic Capabilities , 2002 .

[94]  Andrew C. Inkpen A note on the dynamics of learning alliances: competition, cooperation, and relative scope , 2000 .

[95]  William Lazonick,et al.  Indigenous Innovation and Economic Development: Lessons from China's Leap into the Information Age , 2004 .

[96]  Teresa M. Amabile,et al.  How to kill creativity. , 1998, Harvard business review.

[97]  Massimo G. Colombo,et al.  Technological cooperative agreements and firm's R & D intensity. A note on causality relations , 1996 .

[98]  R. Oliver,et al.  An Empirical Test of the Consequences of Behavior-and Outcome-Based Sales Control Systems , 1994 .

[99]  T. Devinney,et al.  The Impact of New Product Introductions on the Market Value of Firms , 1993 .

[100]  R. Grant,et al.  Knowledge and the firm: Overview , 1996 .

[101]  Daniel A. Levinthal,et al.  A model of adaptive organizational search , 1981 .

[102]  R. Oliver,et al.  Perspectives on Behavior-Based versus Outcome-Based Salesforce Control Systems , 1987 .

[103]  S. Ghoshal,et al.  Social Capital and Value Creation: The Role of Intrafirm Networks , 1998 .

[104]  Anne S. Miner,et al.  Organizational Improvisation and Learning: A Field Study , 2001 .

[105]  E. Strobl,et al.  Knowledge Accumulation, and Productivity: Evidence from Plant-Level Data for Ireland , 2005 .

[106]  Henry L. Tosi A Theory of Goal Setting and Task Performance , 1991 .

[107]  R. Reed,et al.  Causal Ambiguity, Barriers to Imitation, and Sustainable Competitive Advantage , 1990 .

[108]  Alfred Kieser,et al.  The Complexity of Rule Systems, Experience and Organizational Learning , 2003 .

[109]  Werner Bönte,et al.  R&D and productivity: Internal vs. external R&D - evidence from west german manufacturing industries , 2003 .

[110]  W. Ouchi The Relationship Between Organizational Structure and Organizational Control. , 1977 .

[111]  David Lei,et al.  Dynamic Core Competences through Meta-Learning and Strategic Context , 1996 .

[112]  S. West,et al.  Multiple Regression: Testing and Interpreting Interactions. , 1994 .

[113]  Andrew C. Inkpen,et al.  Cross-border R&D alliances, absorptive capacity and technology learning , 2005 .

[114]  Jin Chen,et al.  Perspective of technological innovation and technology management in China , 1998 .

[115]  R. Grant Chapter 8 – Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration , 1999 .

[116]  Mike W. Peng,et al.  Strategy Research in Emerging Economies: Challenging the Conventional Wisdom , 2005 .

[117]  Marco Iansiti,et al.  Experience, experimentation, and the accumulation of knowledge: the evolution of R&D in the semiconductor industry , 2003 .

[118]  M. Nyaw,et al.  A Dual Parent Perspective on Control and Performance in International Joint Ventures: Lessons From a Developing Economy , 2001 .

[119]  Danny Miller,et al.  A Preliminary Typology of Organizational Learning: Synthesizing the Literature , 1996 .

[120]  M. Hitt,et al.  Organizational transformation in transition economies: resource-based and organizational learning perspectives , 2003 .

[121]  Robert E. Hoskisson,et al.  Strategy and Structure in the Multiproduct Firm , 1987 .