Citizens evaluate public services: a critical overview of statistical methods for analysing user satisfaction

References

• Agresti, A. 2013. Categorical Data Analysis. 3rd ed. New York: Wiley.
   Google Scholar
• Anderson, R., B. Mikuliç, G. Vermeylen, M. Lyly-Yrjanainen, and V. Zigante. 2009. Second European Quality of Life Survey. Dublin: Eurofound. http://www.eurofound.europa.eu/publications/htmlfiles/ef0902.htm.
   Google Scholar
• Annoni, P. 2007. “Different Ranking Methods: Potentialities and Pitfalls for the Case of European Opinion Poll.” Environmental and Ecological Statistics 14: 453–471.10.1007/s10651-007-0041-0
   Web of Science ®Google Scholar
• Annoni, P., and R. Brüggemann. 2009. “Exploring Partial Order of European Countries.” Social Indicators Research 92: 471–487.10.1007/s11205-008-9298-4
   Web of Science ®Google Scholar
• Ansolabehere, S., and D. M. Konisky. 2009. “Public Attitudes toward Construction of New Power Plants.” Public Opinion Quarterly 73 (3): 566–577.10.1093/poq/nfp041
   Web of Science ®Google Scholar
• Bacchiocchi, E., M. Florio, and M. Gambaro. 2011. “Telecom Reforms in the EU: Prices and Consumers’ Satisfaction.” Telecommunications Policy 35: 382–396.10.1016/j.telpol.2011.03.001
   Web of Science ®Google Scholar
• Cameron, A. C., and P. K. Trivedi. 2005. Microeconometrics. Methods and Applications. Cambridge: Cambridge University Press.10.1017/CBO9780511811241
   Google Scholar
• Clifton, J., and D. D. Díaz-Fuentes. 2010. “Evaluating EU Policies on Public Services: A Citizens’ Perspective.” Annals of Public and Cooperative Economics 81 (2): 281–311.10.1111/(ISSN)1467-8292
   Google Scholar
• Clifton, J., D. Díaz-Fuentes, M. Fernández-Gutierrez. Forthcoming. “The Impact of Socio-economic Background on Satisfaction: Evidence for Policy-makers.” Journal of Regulatory Economics. doi:10.1007/s11149-014-9251-1.
   Google Scholar
• Clifton, J., F. Comín, and D. Díaz-Fuentes. 2006. “Privatizing Public Enterprises in the European Union 1960–2002: Ideological, Pragmatic, Inevitable?” Journal of European Public Policy 13 (5): 736–756.
   Web of Science ®Google Scholar
• Conway, P., and G. Nicoletti. 2006. Product Market Regulation in Non-manufacturing Sectors in OECD Countries: Measurement and Highlights. OECD Economics Department Working Paper No. 530. Paris: OECD.
   Google Scholar
• De Battisti, F., G. Nicolini, and S. Salini. 2012. “The Rasch Model.” In Modern Analysis of Customer Surveys: With Applications Using R, edited by R. S. Kenett and S. Salini, 259–281. Chichester: Wiley.
   Google Scholar
• European Commission. 2006. Special Eurobarometer: Services of General Interest. Brussels: European Commission.
   Google Scholar
• European Commission. 2010. “Behavioral Economics, So What: Should Policy Makers Care?” Material from the International Conference Organized by DG Health and Consumers, Brussels, November 22. Accessed March 14, 2014. http://ec.europa.eu/consumers/conferences/behavioural_economics2/links_en.htm
   Google Scholar
• European Opinion Research Group. 2002. Eurobarometer 58 – Special Edition. Consumers’ Opinions about Services of General Interest. Brussels: European Opinion Research Group.
   Google Scholar
• Ferrari, P. A., P. Annoni, and G. Manzi. 2010. “Evaluation and Comparison of European Countries: Public Opinion on Services.” Quality & Quantity 44: 1191–1205.
   Web of Science ®Google Scholar
• Ferrari, P. A., and A. Barbiero. 2011. “Nonlinear Principal Component Analysis.” In Modern Analysis of Customer Surveys: With Applications Using R, edited by R. S. Kenett and S. Salini, 333–356. Chichester: Wiley.
   Google Scholar
• Ferrari, P. A., Laura Pagani, and C. V. Fiorio. 2011. “A Two-step Approach to Analyze Satisfaction Data.” Social Indicators Research 104: 545–554.10.1007/s11205-010-9761-x
   Web of Science ®Google Scholar
• Ferrari, P. A., and S. Salini. 2011. “Complementary Use of Rasch Models and Nonlinear Principal Components Analysis in the Assessment of the Opinion of Europeans about Utilities.” Journal of Classification 28: 53–69.10.1007/s00357-011-9081-0
   Web of Science ®Google Scholar
• Fiorio, C. V., and M. Florio. 2011. “Would You Say That the Price You Pay for Electricity is Fair? Consumers’ Satisfaction and Utility Reforms in the EU15.” Energy Economics 33: 178–187.10.1016/j.eneco.2010.05.006
   Web of Science ®Google Scholar
• Fiorio, C. V., M. Florio, S. Salini, and P. A. Ferrari. 2007. European Consumers’ Attitudes on Services of General Interest: Accessibility, Price and Quality. Working Paper 2007-04. Milan: DEAS, University of Milan.
   Google Scholar
• Florio, M. 2013. Network Industries and Social Welfare. The Experiment That Reshuffled European Utilities. Oxford: Oxford University Press.10.1093/acprof:oso/9780199674855.001.0001
   Google Scholar
• Gifi, A. 1990. Nonlinear Multivariate Analysis. New York: Wiley.
   Google Scholar
• Grassi, S., and R. Puglisi. 2008. “Regulation and Consumer Satisfaction from Public Services: An Individual Fixed Effects Approach.” Working Paper 2008–21. Milan: DEAS, University of Milan.
   Google Scholar
• Gray, R., P. Campanelli, K. Deepchand, and P. Prescott-Clarke. 1996. “Exploring Survey Non-response: The Effect of Attrition on a Follow-up of the 1984–85.” Journal of the Royal Statistical Society. Series D (the Statistician) 45 (2): 163–183.
   Google Scholar
• Hand, D. 2012. “Foreword.” In Modern Analysis of Customer Surveys: With Applications Using R, edited by R. S. Kenett and S. Salini, xvii–xviii. Chichester: Wiley.
   Google Scholar
• Hirschman, A. O. 1970. Exit, Voice and Loyalty. Responses to Decline in Firms, Organizations, and States. Cambridge, MA: Harvard University Press.
   Google Scholar
• Ho, S. S., V. H.-H. Chen, and C. C. Sim. 2013. “The Spiral of Silence: Examining How Cultural Predispositions, News Attention, and Opinion Congruency Relate to Opinion Expression.” Asian Journal of Communication 23 (2): 113–134.10.1080/01292986.2012.725178
   Web of Science ®Google Scholar
• Jilke, S., and S. Van De Walle. 2013. “Two Track Public Services? Citizens’ Voice Behaviour towards Liberalized Services in the EU15.” Public Management Review 15 (4): 465–476.10.1080/14719037.2012.664015
   Web of Science ®Google Scholar
• Jöreskog, K. G. 1970. “A General Method for Analysis of Covariance Structure.” Biometrika 57 (2): 239–251.
   Web of Science ®Google Scholar
• Kenett, R. S., and S. Salini. 2012. Modern Analysis of Customer Surveys: With Applications Using R. Chichester: Wiley.
   Google Scholar
• León, C. J., J. E. Araña, and J. De León. 2013. “Correcting for Scale Perception Bias in Measuring Corruption: An Application to Chile and Spain.” Social Indicators Research 114: 977–995.10.1007/s11205-012-0185-7
   Web of Science ®Google Scholar
• Likert, R. 1932. “A Technique for the Measurement of Attitudes.” Archives of Psychology 140: 595–639.
   Google Scholar
• Lodge, J., and Sarikakis, K. 2011. “Communicating Europe: Steps towards the Public Sphere?” In Communication, Mediation and Culture in the Making of Europe, edited by J. Lodge and K. Sarikakis, 27–60. Rome: Il Mulino.
   Google Scholar
• Mannetje, A., A. Eng, J. Douwes, L. Ellison-Loschmann, D. McLean, and N. Pearce. 2011. “Determinants of Non-response in an Occupational Exposure and Health Survey in New Zealand.” Australian and New Zealand Journal of Public Health 35 (3): 256–263.10.1111/azph.2011.35.issue-3
   PubMed Web of Science ®Google Scholar
• Manzi, G., and P. A. Ferrari. 2014. “Statistical Methods for Evaluating Satisfaction with Public Services.” CIRIEC Working Paper. Liège: CIRIEC, Submitted.
   Google Scholar
• McFadden, D. 1986. “The Choice Theory Approach to Market Research.” Marketing Science 5 (4): 275–297.10.1287/mksc.5.4.275
   Google Scholar
• McFadden, D., A. C. Bemmaor, F. G. Caro, J. Dominitz, B. Jun, A. Lewbel, R. L. Matzkin, et al. 2005. “Statistical Analysis of Choice Experiments and Surveys.” Marketing Letters 16 (3–4): 183–196.10.1007/s11002-005-5884-2
   Web of Science ®Google Scholar
• Michailidis, G., and J. De Leeuw. 1998. “The Gifi System of Descriptive Multivariate Analysis.” Statistical Science 13: 307–336.
   Web of Science ®Google Scholar
• Noelle-Neumann, E. 1974. “The Spiral of Silence: A Theory of Public Opinion.” Journal of Communication 24 (2): 4351.
   Web of Science ®Google Scholar
• O’Brien, R. M., and P. Homer. 1987. “Corrections for Coarsely Categorized Measures: LISREL’s Polyserial and Polychoric Correlations.” Quality & Quantity 21 (4): 349–360.
   Web of Science ®Google Scholar
• Rahmqvist, M., and A. C. Bara. 2010. “Patient Characteristics and Quality Dimensions Related to Patient Satisfaction.” International Journal for Quality in Health Care 22 (2): 86–92.10.1093/intqhc/mzq009
   PubMed Web of Science ®Google Scholar
• Rasch, G. 1960. Probabilistic Models for Some Intelligence and Attainment Tests. Copenhagen: The University of Chicago Press.
   Google Scholar
• Riphahn, R. T., and O. Serfling. 2005. “Item Non-response on Income and Wealth Questions.” Empirical Economics 30: 521–538.10.1007/s00181-005-0247-7
   Web of Science ®Google Scholar
• Salini, S., and R. S. Kenett. 2009. “Bayesian Networks of Customer Satisfaction Survey Data.” Journal of Applied Statistics 36 (11): 1177–1189.10.1080/02664760802587982
   Web of Science ®Google Scholar
• Sixma, H. J., P. M. M. Spreeuwenberg, and M. A. A. van der Pasch. 1998. “Patient Satisfaction with the General Practitioner: A Two-level Analysis.” Medical Care 36 (2): 212–229.10.1097/00005650-199802000-00010
   PubMed Web of Science ®Google Scholar
• Tenenhaus, M., E. V. Vinzi, Y. M. Chatelin, and C. Lauro. 2005. “PLS Path Modelling.” Computational Statistics & Data Analysis 48: 159–205.
   Web of Science ®Google Scholar
• Tourangeau, R., and T. W. Smith. 1996. “Asking Sensitive Questions: The Impact of Data Collection Mode, Question Format, and Question Context.” Public Opinion Quarterly 60: 275–304.10.1086/297751
   Web of Science ®Google Scholar
• Wardman, M. 1988. “A Comparison of Revealed Preference and Stated Preference Models of Travel Behaviour.” Journal of Transport Economics and Policy 22 (1): 71–91.
   Web of Science ®Google Scholar
• Wold, H. 1982. “Systems under Indirect Observation Using PLS.” In A Second Generation of Multivariate Analysis: Methods, edited by C. Fornell, 325–347. New York: Praeger.
   Google Scholar
• Zatti, A. 2012. “New Organizational Models in European Local Public Transport: From Myth to Reality.” Annals of Public and Cooperative Economics 83 (4): 533–559.10.1111/apce.2012.83.issue-4
   Google Scholar