An analysis of the determinants of job satisfaction when individuals’ baseline satisfaction levels may differ

A growing literature seeks to explain differences in individuals’ self-reported satisfaction with their jobs. The evidence so far has mainly been based on cross-sectional data and when panel data have been used, individual unobserved heterogeneity has been modelled as an ordered probit model with random effects. This article makes use of longitudinal data for Denmark, taken from the waves 1995–1999 of the European Community Household Panel, and estimates fixed effects ordered logit models using the estimation methods proposed by Ferrer-i-Carbonel and Frijters (2004) and Das and van Soest (1999). For comparison and testing purposes a random effects ordered probit is also estimated. Estimations are carried out separately on the samples of men and women for individuals’ overall satisfaction with the jobs they hold. We find that using the fixed effects approach (that clearly rejects the random effects specification), considerably reduces the number of key explanatory variables. The impact of central economic factors is the same as in previous studies, though. Moreover, the determinants of job satisfaction differ considerably between the genders, in particular once individual fixed effects are allowed for.

[1]  P. Seebohm,et al.  What makes an entrepreneur , 2007 .

[2]  A. Clark.  What Makes a Good Job? Evidence from OECD Countries , 2005 .

[3]  Paul Frijters,et al.  Money Does Matter! Evidence from Increasing Real Income and Life Satisfaction in East Germany Following Reunification , 2004 .

[4]  John P. Haisken-DeNew,et al.  Investigating the Patterns and Determinants of Life Satisfaction in Germany Following Reunification , 2004, The Journal of Human Resources.

[5]  Mette Ejrns,et al.  Birth Order and the Intrahousehold Allocation of Time and Education , 2004, Review of Economics and Statistics.

[6]  A. Bryson,et al.  Why so Unhappy? The Effect of Union Membership on Job Satisfaction * , 2003 .

[7]  A. Chevalier,et al.  Estimates of the effect of wages on job satisfaction , 2002 .

[8]  Paul Frijters,et al.  The Value of Reunification in Germany: An Analysis of Changes in Life Satisfaction , 2002, SSRN Electronic Journal.

[9]  Bruno S. Frey,et al.  Happiness and economics , 2001 .

[10]  S. Mullainathan,et al.  Do People Mean What They Say? Implications for Subjective Survey Data , 2001 .

[11]  Andres Sousa-Poza,et al.  Well-being at work: a cross-national analysis of the levels and determinants of job satisfaction , 2000 .

[12]  P. Sloane,et al.  Job Satisfaction, Comparison Earnings, and Gender , 2000 .

[13]  Arthur van Soest,et al.  A Panel Data Model for Subjective Information on Household Income Growth , 1999 .

[14]  R. Winkelmann,et al.  Why Are the Unemployed So Unhappy? Evidence from Panel Data , 1998 .

[15]  Peter J. Sloane,et al.  Job Satisfaction, Trade Unions, and Exit-Voice Revisited , 1998 .

[16]  Andrew E. Clark,et al.  Job Satisfaction, Wage Changes, and Quits: Evidence from Germany , 1997 .

[17]  A. Clark.  Job Satisfaction and Gender. Why are Women so Happy at Work , 1997 .

[18]  A. Oswald,et al.  Satisfaction and comparison income , 1996 .

[19]  Gesine Stephan,et al.  A paper on unhappiness and unemployment in Germany , 1996 .

[20]  A. Clark.  Job Satisfaction in Britain , 1996 .

[21]  A. Oswald,et al.  Is job satisfaction U-shaped in age? , 1996 .

[22]  Todd L. Idson,et al.  Establishment size, job satisfaction and the structure of work , 1990 .

[23]  N. Smith,et al.  Wage differentials between the public and private sectors , 1990 .

[24]  T. Wansbeek,et al.  Tackling Hard Questions by Means of Soft Methods: The Use of Individual Welfare Functions in Socio-Economic Policy , 1983 .

[25]  Robert A. Moffitt,et al.  A COMPUTATIONALLY EFFICIENT QUADRATURE PROCEDURE FOR THE ONE-FACTOR MULTINOMIAL PROBIT MODEL , 1982 .

[26]  Gary Chamberlain,et al.  Analysis of Covariance with Qualitative Data , 1979 .

[27]  E. B. Andersen,et al.  Asymptotic Properties of Conditional Maximum‐Likelihood Estimators , 1970 .

[28]  G. Rasch,et al.  An item analysis which takes individual differences into account. , 1966, The British journal of mathematical and statistical psychology.

[29]  E. Streller.  [De gustibus (non) est disputandum]. , 1962, Rontgen- und Laboratoriumspraxis.

[30]  E. Diener,et al.  Personality and Subjective Well-Being , 2009 .

[31]  John P. Haisken-DeNew,et al.  Money does matter! Evidence from increasing real incomes in East Germany following reunification , 2004 .

[32]  A. Oswald,et al.  WELL-BEING IN PANELS , 2003 .

[33]  M. Browning,et al.  The Distribution of Well-Being and Income within the Household , 2003 .

[34]  F. Peracchi,et al.  A cross-country comparison of survey nonparticipation in the ECHP , 2002 .

[35]  A. Galdeano.  Gender Di ¤ erences in Job Satisfaction and Labour Market Participation : UK Evidence from Propensity Score Estimates , 2001 .

[36]  P. Warr.  Well-being and the workplace. , 1999 .

[37]  Michael Argyle,et al.  Causes and correlates of happiness. , 1999 .

[38]  Jacques Dreze,et al.  Employment in Europe , 1996 .

[39]  Andrew K. Rose,et al.  Job Switching and Job Satisfaction in the U , 1988 .

[40]  George J. Borjas,et al.  Job Satisfaction, Wages, and Unions , 1979 .

[41]  Y. Mundlak.  On the Pooling of Time Series and Cross Section Data , 1978 .