On the Intra- and Interindividual Differences in the Meaning of Smileys
Does This Face Show Job Satisfaction?
Abstract
There is increasing evidence that the Faces Scale is more sensitive to the emotional component of job satisfaction than other scales. This study investigated underlying processes and tested whether state affect and neuroticism covary with respondents’ evaluations of each face’s meaning. Seventy-five participants repeatedly judged single schematic faces as looking satisfied or unsatisfied. Participants made 11,025 two-alternative, forced-choice judgments about a variety of eleven faces. Results showed that faces appeared more satisfied to those who reported good mood and lower neuroticism (assimilation effect). In addition, there was a significant range effect of scale composition: In a range including five smiling faces, a face showing a mild smile was more often judged as looking unsatisfied than in a range including five frowning faces. Moreover, a significant interaction between range and neuroticism indicated stronger range effects in those participants who reported higher neuroticism than others. The implications for the use of the Faces Scale in work and organizational psychology are discussed.
References
1976). Social indicators of well-being: Americans’ perceptions of life quality. New York: Plenum.
(1981). Mood and memory. American Psychologist, 36, 129–148.
(2009). Susceptibility of job attitudes to context effects. Journal of Career Assessment, 17, 298–311.
(1988). Should negative affect remain an unmeasured variable in job stress research? Journal of Applied Psychology, 73, 193–198.
(1995). Cookies, disposition, and job attitudes: The effects of positive mood-inducing events and negative affectivity on job satisfaction in a field experiment. Organizational Behavior and Human Decision Processes, 62, 55–62.
(1989). Job-attitude organization: An exploratory study. Journal of Applied Social Psychology, 19, 717–727.
(2007). Mitarbeiterbefragung – was dann ...? MAB und Folgeprozesse erfolgreich gestalten [
(Employee surveys – What next? Conducting employee surveys and follow-up processes successfully] . Heidelberg: Springer-Verlag.1985). The NEO Personality Inventory manual. Odessa, FL: Psychological Assessment Resources.
(1985). A compendium of frequently used measures in industrial/organizational psychology. The Industrial-Organizational Psychologist, 23, 53–59.
(1975). Development of a female Faces Scale for measuring job satisfaction. Journal of Applied Psychology, 60, 629–631.
(1972). Universal and cultural differences in facial expressions of emotion. In , Nebraska symposium on motivation (Vol. 19, pp. 207–283). Lincoln, NE: University of Nebraska Press.
(1992). Facial expressions of emotions: New findings, new questions. Psychological Science, 3, 34–38.
(2007). How fast small things become large: Dynamic change in judgment. International Journal of Psychology, 42, 274–284.
(2010). A smile is just a smile: But only for men. Sex differences in meaning of Faces Scales. Journal of Happiness Studies, 11, 179–191.
(2000). Stability and change in job satisfaction at the transition from vocational training into “real work.” Swiss Journal of Psychology, 59, 256–271.
(2007). First years in job: A three-wave analysis of work experiences. Journal of Vocational Behavior, 70, 97–115.
(2006). Objektive Arbeitszufriedenheit? Oder: Was messen wir, wenn wir nach der Zufriedenheit mit der Arbeit fragen? [
(Objective job satisfaction? Or: What are we measuring when we ask about job satisfaction? ]. In , Arbeitszufriedenheit: Konzepte und empirische Befunde (pp. 80–110). Bern, Switzerland: Hogrefe.2000). Mood and emotions while working: Missing pieces of job satisfaction? Journal of Organizational Behavior, 21, 185–202.
(1981). Messen und Modellbildung in der Psychologie [
(Measurement and modeling in psychology ]. Munich: UTB Reinhardt.2001). The Faces Pain Scale – revised: Toward a common metric in pediatric pain measurement. Pain, 93, 173–183.
(1910). The central tendency of judgment. Journal of Philosophy, Psychology, and Scientific Methods, 7, 461–469.
(2002). Multilevel analysis. Mahwah, NJ: Erlbaum.
(1971). The face of emotion. New York: Appleton.
(2004). Construction of a rating scale with smileys as symbolic labels. Diagnostica, 50, 31–38.
(2004). Ratings scales with smileys as symbolic labels: Determined and checked by methods of psychophysics. Retrieved from ;citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.11.5405&rep=rep1&type=pdf.
(1999). Objective happiness. In , Well-being: The foundations of hedonic psychology (pp. 3–25). New York: Russell Sage Foundation.
(2009). A note on the relationship between affect(ivity) and differing conceptualizations of job satisfaction: Some unexpected meta-analytic findings. European Journal of Work and Organizational Psychology, 18, 29–54.
(1993). A handbook for data analysis in the behavioral sciences: Methodological issues. Hillsdale, NJ: Erlbaum.
(1955). The construction of a new type of attitude measure. Personnel Psychology, 8, 65–78.
(1998). The construction of a new type of attitude measure. Personnel Psychology, 51, 823–824.
(2004). Behavioral and neurocognitive responses to sad facial affect are attenuated in patients with mania. Psychological Medicine, 34, 795–802.
(2000). A new test to measure emotion recognition ability: Matsumoto and Ekman’s Japanese and Caucasian Brief Affect Recognition Test (JACBART). Journal of Nonverbal Behavior, 24, 179–209.
(1992). An introduction to the five-factor model and its application. Journal of Personality, 60, 175–215.
(1976). Der Arbeitsbeschreibungsbogen: Ein Verfahren zur Messung von Arbeitszufriedenheit [
(The Job Description Form: An instrument for assessing job satisfaction ]. Problem und Entscheidung, 15, 1–129.1978). Messung und Analyse von Arbeitszufriedenheit: Erfahrungen mit dem “Arbeitsbeschreibungsbogen (ABB)” [
(Measurement and analysis of job satisfaction with the “Job Description Form (ABB)” ]. Bern: Huber.2005). The impact of state affect on job satisfaction. European Journal of Work and Organizational Psychology, 14, 367–388.
(1990). Sprache und Persönlichkeitsstruktur: Zur Validität des Fünf-Faktoren-Modells der Persönlichkeit [
(Language and personality structure: The validity of the five-factor model of personality ]. Regensburg: Roderer.1992). On the generality and comprehensiveness of the five-factor model of personality: Evidence for five robust factors in questionnaire data. In , Modern personality psychology: Critical reviews and new directions (pp. 73–109). New York: Harvester Wheatsheaf.
(1956). Direction of shift in the judgment of single stimuli. Journal of Experimental Psychology, 51, 169–178.
(1986). The category effect with rating scales: Number of categories, number of stimuli and method of presentation. Journal of Experimental Psychology: Human Perception and Performance, 12, 496–516.
(2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88, 879–903.
(1989). Bias in quantifying judgments. Hillsdale, NJ: Erlbaum.
(2001). Does emotional intelligence meet traditional standards for an intelligence? Some new data and conclusions. Emotion, 1, 196–231.
(2007). Facial emotion discrimination across the menstrual cycle in women with Premenstrual Dysphoric Disorder (PMDD) and controls. Journal of Affective Disorders, 104, 37–44.
(1999). Self-reports: How the questions shape the answers. American Psychologist, 54, 93–105.
(1991). Response scales as frames of reference: The impact of frequency range on diagnostic judgments. Applied Cognitive Psychology, 5, 37–49.
(1983). Mood, misattribution, and judgments of well-being: Informative and directive functions of affective states. Journal of Personality and Social Psychology, 45, 513–523.
(1991). Rating Scales: Numeric values may change the meaning of the task. Public Opinion Quarterly, 55, 570–582.
(2004). Beyond self-report: Using observational, physiological, and event-based measures in research on occupational stress. In , Emotional and physiological processes and positive intervention strategies: Research in occupational stress and well-being (Vol. 3, pp. 205–263). Amsterdam: JAI.
(1969). The measurement of satisfaction in work and retirement. Chicago, IL: Rand McNally.
(1996). Thinking about answers: The application of cognitive processes to survey methodology. San Francisco, CA: Jossey-Bass.
(2008). Handbuch Kundenmanagement: Anforderungen, Prozesse, Zufriedenheit, Bindung und Wert von Kunden [
(Handbook of client management: Demands, processes, satisfaction, commitment, and value of clients ]. Heidelberg: Springer-Verlag.2000). The psychology of survey response. Cambridge, UK: Cambridge University Press.
(2009a). Findings on WORK d: ATTITUDES. World database of happiness, correlational findings. Erasmus University Rotterdam, Netherlands. Retrieved from worlddatabaseofhappiness.eur.nl/.
(2009b). International scale interval study: Improving the comparability of responses to survey questions about happiness. In , Quality of life and the millennium challenge: Advances in quality-of-life studies, theory and research (pp. 45–58). New York: Springer.
(1997). Overall job satisfaction: How good are single-item measures? Journal of Applied Psychology, 82, 247–252.
(1999). Preference and the contextual basis of ideals in judgment and choice. Journal of Experimental Psychology: General, 128, 346–361.
(1967). Manual for the Minnesota Satisfaction Questionnaire. Minneapolis, MN: University of Minnesota Press.
(