Characterizing viability of small manufacturing enterprises (SME) in the market

This paper examines characteristics of survived small manufacturing enterprises (SMEs) competing to be suppliers to mass merchandisers. It intends to examine various product and management characteristics of small manufacturing enterprises (SME) to determine the critical factors that lead to their long-term survival. Since survey data are usually correlated, fuzzy, inconsistent, and incomplete, we used the adaptive learning network (ALN), an artificial intelligence (AI) technique to build the model. The ALN is non-parametric and known to be much better than multivariate statistical approaches in handling survey data. A sample of over 1600 firms was analyzed in this study to determine the primary factors that are attributable to long-term survival of SMEs and their influences.

[1]  Stanley J. Farlow,et al.  Self-Organizing Methods in Modeling: Gmdh Type Algorithms , 1984 .

[2]  Elaine Aspinwall,et al.  Critical success factors in small and medium enterprises: Survey results , 2000 .

[3]  Aleda V. Roth,et al.  Success factors in manufacturing , 1992 .

[4]  A. Metcalfe,et al.  Quality practices in the manufacturing industry in the UK and Malaysia , 2000 .

[5]  Hongyi Sun,et al.  Comparing Reasons, Practices and Effects of ISO 9000 Certification and TQM Implementation in Norwegian SMEs and Large Firms , 2002 .

[6]  Lisa M. Ellram,et al.  Supplier Selection and Evaluation in Small versus Large Electronics Firms , 1995 .

[7]  J. Bentley.  Manufacturing sucess stories , 2003 .

[8]  N. Piercy,et al.  Examining the role of buyer-seller relationships in export performance , 1997 .

[9]  Brian Headd.  Redefining Business Success: Distinguishing Between Closure and Failure , 2003 .

[10]  Alfred M. Pelham.  Market Orientation and Other Potential Influences on Performance in Small and Medium-Sized Manufacturing Firms , 2000 .

[11]  David Gadenne,et al.  Critical Success Factors for Small Business: An Inter-industry Comparison , 1998 .

[12]  Stephen C. Jones,et al.  Selecting and developing suppliers for mass merchandisers , 2005, Int. J. Manuf. Technol. Manag..

[13]  Stephen C. Jones,et al.  Small Business Failure: The Role of Management Practices and Product Characteristics , 2003 .

[14]  Manufacturing Performance and Employee Involvement A Study of Factors Influencing Improvement , 1992 .