Action research contextualizes DEA in a multi-organizational decision-making process

The theory of participatory action research (PAR) grew out of the practice of problem-solving in groups and organization by involving the participation of all pertinent stakeholders in decision-making process through empowerment. The ontological assumption is that ''the world out there'' is defined by the participating stakeholders as they understand and perceive it. The actionable knowledge thus produced is mostly used subjectively in the hope of a favorable organizational change or a transformation for betterment. On the other hand, Management Science/Operations Research (MS/OR) is more concerned with epistemological objectivity in identifying and defining managerial issues and finding solutions. In this paper we shall show that MS/OR can benefit from and contribute to PAR in complex decision making contexts. This kind of mutual benefit will be illustrated through a study reported in the area of R&D planning. It will be shown that PAR ''contextualizes'' problem structuring whereas MS/OR ''optimizes'' the consensual decision-making process in a multi-organizational context.

[1]  Dawn E. Chandler,et al.  Transforming Inquiry and Action , 2003 .

[2]  P. Senge The fifth discipline : the art and practice of the learning organization/ Peter M. Senge , 1991 .

[3]  Muhittin Oral,et al.  Model legitimisation in operational research , 1996 .

[4]  B. Dick Action research literature 2006—2008 , 2009 .

[5]  A. V. D. Ven,et al.  Knowledge for Theory and Practice , 2006 .

[6]  Eero Vaara,et al.  A discursive perspective on legitimation strategies in multinational corporations , 2008 .

[7]  Jean-Louis Malouin,et al.  Model validation in operations research , 1983 .

[8]  W. Cook,et al.  Preference voting and project ranking using DEA and cross-evaluation , 1996 .

[9]  David L. Cooperrider,et al.  Appreciative Inquiry Handbook: For Leaders of Change , 2003 .

[10]  T. Sexton,et al.  Data Envelopment Analysis: Critique and Extensions , 1986 .

[11]  Muhittin Oral,et al.  A methodology for collective evaluation and selection of industrial R&D projects , 1991 .

[12]  Victor J. Friedman,et al.  There is nothing so theoretical as good action research , 2009 .

[13]  Muhittin Oral,et al.  Participatory planning of industrial R&D activities , 1981 .

[14]  K. Weick FROM SENSEMAKING IN ORGANIZATIONS , 2021, The New Economic Sociology.

[15]  Richard J. Ormerod,et al.  The history and ideas of Marxism: the relevance for OR , 2008, J. Oper. Res. Soc..

[16]  H. Bradbury,et al.  Handbook of action research , 2006 .

[17]  Peter Checkland,et al.  Process and content: two ways of using SSM , 2006, J. Oper. Res. Soc..

[18]  Kaoru Tone,et al.  Data Envelopment Analysis , 1996 .

[19]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[20]  H. Simon Bounded Rationality and Organizational Learning , 1991 .

[21]  Bjørn Gustavsen,et al.  Action research, practical challenges and the formation of theory , 2008 .

[22]  D. Greenwood Action research: Unfulfilled promises and unmet challenges , 2002 .

[23]  John Mingers,et al.  The contribution of critical realism as an underpinning philosophy for OR/MS and systems , 2000, J. Oper. Res. Soc..

[24]  B. Dick Action research as an enhancement of natural problem solving , 2007 .

[25]  Muhittin Oral,et al.  A Linearization Procedure for Quadratic and Cubic Mixed-Integer Problems , 1992, Oper. Res..

[26]  Latha Poonamallee,et al.  Building grounded theory in action research through the interplay of subjective ontology and objective epistemology , 2009 .

[27]  Jie Wu,et al.  The DEA Game Cross-Efficiency Model and Its Nash Equilibrium , 2008, Oper. Res..

[28]  Jie Wu,et al.  Determination of the Weights of Ultimate Cross Efficiency based on the Solution of Nucleolus in Cooperative Game , 2008 .

[29]  Lawrence M. Seiford,et al.  Data envelopment analysis (DEA) - Thirty years on , 2009, Eur. J. Oper. Res..

[30]  Oǵuz N. Babüroǵlu,et al.  Normative Action Research , 1992 .

[31]  Barry G. Silverman,et al.  Unifying Expert Systems and the Decision Sciences , 1994, Oper. Res..

[32]  Joseph Sarkis,et al.  A comparative analysis of DEA as a discrete alternative multiple criteria decision tool , 2000, Eur. J. Oper. Res..

[33]  Richard Ormerod,et al.  The history and ideas of pragmatism , 2006, J. Oper. Res. Soc..

[34]  Peter Checkland,et al.  Soft Systems Methodology in Action , 1990 .

[35]  Muhittin Oral,et al.  E-DEA: Enhanced data envelopment analysis , 2010, Eur. J. Oper. Res..

[36]  R. Sommer Dissemination in action research , 2009 .

[37]  Maurice W. Kirby,et al.  Paradigm Change in Operations Research: Thirty Years of Debate , 2007, Oper. Res..

[38]  B. Roy Méthodologie multicritère d'aide à la décision , 1985 .

[39]  Saku Mantere,et al.  Two Strategies for Inductive Reasoning in Organizational Research , 2010 .

[40]  B. Genat Building emergent situated knowledges in participatory action research , 2009 .

[41]  Arnold Reisman,et al.  Soft Systems Methodology: A Context Within a 50-Year Retrospective of OR/MS , 2005, Interfaces.

[42]  B. Gustavsen New Forms of Knowledge Production and the Role of Action Research , 2003 .

[43]  G. Mead Mind, Self, and Society: From the Standpoint of a Social Behaviorist (Works of George Herbert Mead, Vol. 1) , 1934 .

[44]  RJ Ormerod,et al.  The history and ideas of critical rationalism: the philosophy of Karl Popper and its implications for OR , 2009, J. Oper. Res. Soc..

[45]  Chris Huxham,et al.  Theory in action research , 2009 .

[46]  Rodney H. Green,et al.  Efficiency and Cross-efficiency in DEA: Derivations, Meanings and Uses , 1994 .

[47]  Russell L. Ackoff,et al.  National Development Planning Revisited , 1977, Oper. Res..

[48]  Muhittin Oral,et al.  The facets of the modeling and validation process in operations research , 1993 .

[49]  J. Stephens,et al.  Action Research: Its Foundations in Open Systems Thinking and Relationship to the Scientific Method , 2009 .

[50]  John Mingers,et al.  A classification of the philosophical assumptions of management science methods , 2003, J. Oper. Res. Soc..

[51]  Peter Checkland,et al.  Systems Thinking, Systems Practice , 1981 .