Management control systems in high-tech start-ups: An empirical investigation

Abstract The literature on management control systems (MCS) has challenged the traditional belief that their use restrains the entrepreneurial posture of start-ups. This literature relates the adoption of these systems by start-ups to internal and external contingency factors. The aims of this study are twofold: i) to explore how different causal conditions related to these factors combine in explaining the use of MCS, and ii) how these combinations of causal conditions differ when comparing the MCS that relate to planning with those that relate to evaluation. Based on survey data from a sample of high-tech start-ups, this study seeks to meet these objectives through quantitative and qualitative research methods. The findings contribute to a better understanding of the adoption of MCS by start-ups. The findings demonstrate the relevance of the configurational analytical technique when simultaneously exploring the internal and external factors that lead to adoption.

[1]  David Otley,et al.  The contingency theory of management accounting and control: 1980–2014 , 2016 .

[2]  Jasper J. Hotho From Typology to Taxonomy: A Configurational Analysis of National Business Systems and their Explanatory Power , 2014 .

[3]  Jonas Gerdin,et al.  Management accounting system design in manufacturing departments: an empirical investigation using a multiple contingencies approach , 2005 .

[4]  Peter M. Clarkson,et al.  Management control system design, ownership, and performance in professional service organisations , 2015 .

[5]  J. Hair Multivariate data analysis , 1972 .

[6]  Charles C. Ragin,et al.  Redesigning social inquiry , 2008 .

[7]  H. Silvola Do organizational life-cycle and venture capital investors affect the management control systems used by the firm? , 2008 .

[8]  K. Merchant,et al.  Management Control Systems: Performance Measurement, Evaluation and Incentives , 2003 .

[9]  Brian Everitt,et al.  Cluster analysis , 1974 .

[10]  M. C. Jensen,et al.  Harvard Business School; SSRN; National Bureau of Economic Research (NBER); European Corporate Governance Institute (ECGI); Harvard University - Accounting & Control Unit , 1976 .

[11]  S. Mark Young,et al.  Frontiers of management accounting research , 1997 .

[12]  G. Reid,et al.  The impact of contingencies on management accounting system development , 2000 .

[13]  Manju Puri,et al.  Venture Capital and the Professionalization of Start-Up Firms: Empirical Evidence , 2000 .

[14]  K. Moores,et al.  Management accounting systems and organizational configuration: a life-cycle perspective , 2001 .

[15]  Antonio Dávila,et al.  The Valuation of Management Control Systems in Start-Up Companies: International Field-Based Evidence , 2014 .

[16]  James E. Rosenzweig,et al.  Organization and management : a systems and contingency approach , 1979 .

[17]  Robert A. Simons Accounting control systems and business strategy: An empirical analysis , 1987 .

[18]  Teemu Malmi,et al.  Configurations of control: An exploratory analysis , 2015 .

[19]  Richard P. Bagozzi,et al.  Specification, evaluation, and interpretation of structural equation models , 2012 .

[20]  W. Bruns,et al.  BUDGETARY CONTROL AND ORGANIZATION STRUCTURE , 1975 .

[21]  Antonio Davila,et al.  Performance Measurement and Control Systems for Implementing Strategy: Text and Cases , 1999 .

[22]  R. Kaplan,et al.  Strategy Maps: Converting Intangible Assets into Tangible Outcomes , 2003 .

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

[24]  P. Lawrence,et al.  Differentiation and Integration in Complex Organizations , 1967 .

[25]  Peer C. Fiss A set-theoretic approach to organizational configurations , 2007 .

[26]  Peer C. Fiss Building Better Causal Theories: A Fuzzy Set Approach to Typologies in Organization Research , 2011 .

[27]  S. Sahadev,et al.  The relationship between business strategy, management control systems and performance: Evidence from China , 2011 .

[28]  Charles C. Snow,et al.  The Configurational Approach to Organization Design: Four Recommended Initiatives , 2006 .

[29]  F. Gul,et al.  The effects of management accounting systems, perceived environmental uncertainty and decentralization on managerial performance: A test of three-way interaction , 1994 .

[30]  P. H. Friesen,et al.  Innovation in Conservative and Entrepreneurial Firms: Two Models of Strategic Momentum , 1982 .

[31]  Carsten Q. Schneider,et al.  Set-Theoretic Methods for the Social Sciences: A Guide to Qualitative Comparative Analysis , 2012 .

[32]  Robert S. Kaplan,et al.  The Competitive Advantage of Management Accounting , 2006 .

[33]  Cameron Guthrie,et al.  AN EMPIRICAL ASSESSMENT OF THE “FIT”BETWEEN STRATEGY AND MANAGEMENT INFORMATION SYSTEM DESIGN , 1994 .

[34]  Anderson Konan Seny Kan,et al.  On the Use of Qualitative Comparative Analysis in Management , 2016 .

[35]  Pradip N. Khandwalla,et al.  Environment and Its Impact on the Organization , 1972 .

[36]  Tatiana Sandino Introducing the First Management Control Systems: Evidence from the Retail Sector , 2006 .

[37]  Antonio Davila,et al.  Management Accounting Systems Adoption Decisions: Evidence and Performance Implications from Early‐Stage/Startup Companies , 2005 .

[38]  Kim Langfield-Smith,et al.  Management control systems and strategy: A critical review☆ , 1997 .

[39]  R. Chenhall Theorizing Contingencies in Management Control Systems Research , 2006 .

[40]  M. Granlund,et al.  Management control and controllership in new economy firms—a life cycle perspective , 2005 .

[41]  A. Tsui,et al.  Configurational Approaches to Organizational Analysis , 1993 .

[42]  John H. Waterhouse,et al.  A contingency framework for management accounting systems research , 1978 .

[43]  D. Bergemann,et al.  Venture capital financing, moral hazard, and learning , 1998 .

[44]  Peter M. Clarkson,et al.  Budgeting Practices and Performance in Small Healthcare Businesses , 2009 .

[45]  Carsten Q. Schneider,et al.  Standards of Good Practice in Qualitative Comparative Analysis (QCA) and Fuzzy-Sets , 2010 .

[46]  Teemu Malmi,et al.  Management control effectiveness and strategy: An empirical analysis of packages and systems , 2016 .

[47]  Tony Davila An exploratory study on the emergence of management control systems: formalizing human resources in small growing firms , 2005 .

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

[49]  Julia A. Smith Empirical study of a venture capital relationship , 2005 .

[50]  Isabella Grabner,et al.  Management Control as a System or a Package? Conceptual and Empirical Issues , 2013 .

[51]  R. Duncan Characteristics of Organizational Environments and Perceived Environmental Uncertainty. , 1972 .

[52]  Tomás F. González-Cruz,et al.  An overview of qualitative comparative analysis: A bibliometric analysis , 2017 .

[53]  Lex Donaldson,et al.  The Contingency Theory of Organizational Design: Challenges and Opportunities , 2006 .

[54]  K. Langfield-Smith,et al.  The effect of service process type, business strategy and life cycle stage on bureaucratic MCS in service organizations , 2005 .

[55]  D. Otley The contingency theory of management accounting: Achievement and prognosis , 1980 .

[56]  L. Donaldson The Contingency Theory of Organizations , 2001 .

[57]  Johnny Jermias,et al.  The Effects of Strategy-Management Control System Misfits on Firm Performance , 2012 .

[58]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[59]  Charles C. Ragin,et al.  Set Relations in Social Research: Evaluating Their Consistency and Coverage , 2006, Political Analysis.

[60]  Howard E. Aldrich,et al.  In pursuit of evidence: Sampling procedures for locating new businesses☆ , 1989 .

[61]  David S. Bedford,et al.  Investigating management control configurations using qualitative comparative analysis: an overview and guidelines for application , 2015 .

[62]  Chung-Jen Chen,et al.  The influence of strategic control and operational control on new venture performance , 2017 .

[63]  A. Woodside Moving beyond multiple regression analysis to algorithms: Calling for adoption of a paradigm shift from symmetric to asymmetric thinking in data analysis and crafting theory , 2013 .

[64]  G. Reid,et al.  Venture Capital Supply and Accounting Information System Development , 1997 .

[65]  M. Abdel-Kader,et al.  The Impact of Firm Characteristics on Management Accounting Practices: A UK-Based Empirical Analysis , 2008 .

[66]  Laura B. Cardinal,et al.  Organizational Control: A configurational theory of control , 2010 .

[67]  Antonio Dávila,et al.  The Adoption and Evolution of Management Control Systems in Entrepreneurial Companies: Evidence and a Promising Future , 2009 .

[68]  Charles C. Ragin,et al.  Fuzzy-Set Social Science , 2001 .

[69]  Antonio Davila,et al.  Management Control Systems in Early‐Stage Startup Companies , 2007 .

[70]  P. H. Friesen,et al.  Strategy‐making and environment: The third link , 1983 .

[71]  P. Haynes Combining the Strengths of Qualitative Comparative Analysis with Cluster Analysis for Comparative Public Policy Research: With Reference to the Policy of Economic Convergence in the Euro Currency Area , 2014 .

[72]  J. Muldoon,et al.  High Performance Work Systems: A Necessity for Startups , 2017 .

[73]  Michael D. Shields,et al.  Mapping Management Accounting: Graphics and Guidelines for Theory-Consistent Empirical Research , 2003 .

[74]  L. Greiner Evolution and Revolution as Organizations Grow , 1997 .

[75]  Alnoor Bhimani,et al.  Management Accounting in the Digital Economy , 2003 .

[76]  Vesa Puhakka Effects of Opportunity Discovery Strategies of Entrepreneurs on Performance of New Ventures , 2007 .

[77]  P. Khandwalla The design of organizations , 1977 .

[78]  P. H. Friesen,et al.  A Longitudinal Study of the Corporate Life Cycle , 1984 .

[79]  Benson Honig,et al.  Judging a business by its cover: An institutional perspective on new ventures and the business plan , 2009 .

[80]  Antonio Dávila,et al.  Building Sustainable High-Growth Startup Companies: Management Systems as an Accelerator , 2010 .