EXPLANATORY MULTIVARIATE METHODS: THE IMPORTANCE OF PERFORMANCE MATRIX: DATA ANALYSIS BY THE SPHINX SOFTWARE

Multivariate analyses are characterized by a higher degree of technicality and a stronger returning with renewed vigor to mathematics; moreover, Multivariate analyses meet three objectives: explanation, synthesis and classification. In our contribution we are interested in one of the named explanatory multivariate techniques; importance-performance matrix. The latter makes it possible to understand how a variable is possibly influenced by a series of other variables: which have no influence. The illustration of this technique is based on a raw survey file on the satisfaction of pensioners with the services provided by the national pension fund. The analysis of survey data is done by the Sphinx software.

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Publication Details

Journal
International Journal of Innovative Technologies in Social Science
Published
2025-03-30
DOI
https://doi.org/10.31435/ijitss.1(45).2025.3380
Primary Topic
Forecasting Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

EXPLANATORY MULTIVARIATE METHODS: THE IMPORTANCE OF PERFORMANCE MATRIX: DATA ANALYSIS BY THE SPHINX SOFTWARE

Hachem Amel, Farida Djaileb, Bekhtaoui Assia
International Journal of Innovative Technologies in Social Science
Forecasting Techniques and Applications
article

EXPLANATORY MULTIVARIATE METHODS: THE IMPORTANCE OF PERFORMANCE MATRIX: DATA ANALYSIS BY THE SPHINX SOFTWARE

Hachem Amel, Farida Djaileb, Bekhtaoui Assia
article en

Abstract

Multivariate analyses are characterized by a higher degree of technicality and a stronger returning with renewed vigor to mathematics; moreover, Multivariate analyses meet three objectives: explanation, synthesis and classification. In our contribution we are interested in one of the named explanatory multivariate techniques; importance-performance matrix. The latter makes it possible to understand how a variable is possibly influenced by a series of other variables: which have no influence. The illustration of this technique is based on a raw survey file on the satisfaction of pensioners with the services provided by the national pension fund. The analysis of survey data is done by the Sphinx software.

International Journal of Innovative Technologies in Social Science(1(45))
Université d'Oran 2 (DZ)
Openalex Percentile: Top 86%
Forecasting Techniques and Applications
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