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Market orientation and performance: modelling a neural network.

Authors :
Silva, Manuella
Moutinho, Luiz
Coelho, Arnaldo
Marques, Alzira
Source :
European Journal of Marketing; 2009, Vol. 43 Issue 3/4, p421-437, 17p
Publication Year :
2009

Abstract

Purpose - This paper aims to investigate the impact of market orientation (MO) on performance using a neural network model in order to find new linkages and new explanations for this relationship. Design/methodology/approach - This investigation is based on a survey data collection from a sample of 192 Portuguese companies. A neural network model has been developed to identify the effects of each dimension of MO on each dimension of performance. Findings - Relationship among MO and performance was corroborated but MO's impact is poor and based on its first dimension, market intelligence generation. Research limitations/implications - Further research in this field should be conducted using other tools offered by neural network modelling. Practical implications - Managers should give more attention to cross-functional co-ordination in order to improve market intelligence dissemination and responsiveness and, thus, global performance. Originality/value - The paper presents the development of a neural network model to analyse this relationship. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03090566
Volume :
43
Issue :
3/4
Database :
Complementary Index
Journal :
European Journal of Marketing
Publication Type :
Academic Journal
Accession number :
39457531
Full Text :
https://doi.org/10.1108/03090560910935505