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    Using R to test transaction cost measurement for supply chainrelationship: A structural equation model

    Pairach Piboonrungroj1,2,

    , Stephen M. Disney1

    1. Logistics Systems Dynamics Group, Cardiff Business School, Cardiff University, United Kingdom

    2. Chiang Mai School of Economics, Chiang Mai University, ThailandContact author: [email protected]

    Keywords: Transaction cost economics, Supply chain relationship, Structural equation model

    Transaction cost economics (TCE) has been widely used to explain the existence and boundary of the firm

    (Williamson, 2005). Recently, TCE has been extended to inter-firm relationships in supply chains (Hobbs,

    1996). However, a measurement of the transaction cost has rarely been tested empirically. Grover and Mal-

    hotra (2005) attempted to do so but that measurement has limited to an industrial context and did not cover

    transaction costs related to the governance problem and the opportunity cost. Thus, we revisited the mea-

    surement of transaction cost using both industrial and service perspectives. Moreover, we also considered

    the transaction cost metric that associated with the governance and the opportunity cost. Then a revised

    transaction cost metric was tested with empirical data from the tourism supply chains in Thailand using a

    structural equation model (SEM).

    In this study, we used packages in R, specifically sem (Fox, 2006) and OpenMx (Boker et al., 2011) to test

    the measurement model. Results from R were then compared to those from other popular SEM software i.e.,

    AMOS (Arbuckle, 1995) and LISREL (Joreskog and Sorbom, 1997). An evaluation of SEM using packages

    in R and other softwares is also discussed.

    Acknowledgement

    The authors are grateful to the Royal Thai Government through the Commission on Higher Education for fi-

    nancial support of Mr. Piboonrungrojs study in Cardiff University (under the program Strategic Scholarships

    for Frontier Research).

    References

    Arbuckle, J. L. (1995). Amos 16.0 Users Guide. Chicago: SPSS.

    Boker, S., M. Neale, H. Maes, M. Wilde, M. Spiegel, T. Brick, J. Spies, R. Estabrook, S. Kenny, T. Bates,

    P. Mehta, and J. Fox (2011). Openmx: An open source extended structural equation modeling framework.

    Psychometrika (In Press), 112.

    Fox, J. (2006). Structural equation modeling with the sem package in R. Structural Equation Model-

    ing 13(3), 465486.

    Grover, V. and M. K. Malhotra (2005). Transaction cost framework in operations and supply chain manage-

    ment research: theory and measurement. Journal of Operations Management 21(4), 457473.

    Hobbs, J. E. (1996). A transaction cost approach to supply chain management. Supply Chain Manage-

    ment 1(2), 1527.

    Joreskog, K. G. and D. Sorbom (1997). LISREL 8 users reference guide. Lincolnwood, IL: Scientific

    Software International.

    Williamson, O. E. (2005). Transaction cost economics and business administration. Scandivavian Journal

    of Management 21(1), 1940.

    mailto:[email protected]:[email protected]

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