Analysis of the Job Satisfaction Index Problem by Using Fuzzy Inference

In this study we propose a fuzzy rule-based algorithm to evaluate job-satisfaction in an organization. We collected the effective factors/job facets of job satisfaction through interviews. Through analyzing the interview results we compose fuzzy rules. By using the obtained rules, the value of job satisfaction is computed using the expert system shell ESPLAN. The basic advantage of the used approach is being able to operate with imperfect information for the evaluation of job satisfaction by using fuzzy logic.

[1]  R. B. Ewen Some determinants of job satisfaction: A study of the generality of Herzberg's theory. , 1964 .

[2]  A. Maslow Motivation and Personality , 1954 .

[3]  Scott J. Behson Using Relative Weights To Reanalyze Settled Areas Of Organizational Behavior Research: The Job Characteristics Model And Organizational Justice , 2010, BIOINFORMATICS 2010.

[4]  M. Nagy Using a single-item approach to measure facet job satisfaction , 2002 .

[5]  Y. Fried,et al.  THE VALIDITY OF THE JOB CHARACTERISTICS MODEL: A REVIEW AND META‐ANALYSIS , 1987 .

[6]  A. Furnham,et al.  Personality, motivation and job satisfaction: Hertzberg meets the Big Five , 2009 .

[7]  F. Herzberg Work and the nature of man , 1967 .

[8]  Rafik A. Aliev,et al.  Soft Computing and Its Applications , 2001 .

[9]  B. Gerhart The (affective) dispositional approach to job satisfaction: sorting out the policy implications , 2005 .

[10]  Raimundas Vaitkevicius,et al.  Job Satisfaction Survey: A Confirmatory Factor Analysis Based on Secondary School Teachers' Sample , 2011 .

[11]  Timothy A. Judge,et al.  Dispositional Affect and Job Satisfaction: A Review and Theoretical Extension , 2001 .

[12]  Thomas D. Taber,et al.  Job Satisfaction Indicators and Their Correlates , 1975 .

[13]  J. Hackman,et al.  Development of the Job Diagnostic Survey , 1975 .

[14]  G. Alliger,et al.  A task‐level assessment of job satisfaction , 1995 .

[15]  Rafik A Aliev Fuzzy expert systems , 1994 .