Skip to main content
Erschienen in: Quality of Life Research 10/2014

01.12.2014

Assessing the validity of single-item life satisfaction measures: results from three large samples

verfasst von: Felix Cheung, Richard E. Lucas

Erschienen in: Quality of Life Research | Ausgabe 10/2014

Einloggen, um Zugang zu erhalten

Abstract

Purpose

The present paper assessed the validity of single-item life satisfaction measures by comparing single-item measures to the Satisfaction with Life Scale (SWLS)—a more psychometrically established measure.

Methods

Two large samples from Washington (N = 13,064) and Oregon (N = 2,277) recruited by the Behavioral Risk Factor Surveillance System and a representative German sample (N = 1,312) recruited by the Germany Socio-Economic Panel were included in the present analyses. Single-item life satisfaction measures and the SWLS were correlated with theoretically relevant variables, such as demographics, subjective health, domain satisfaction, and affect. The correlations between the two life satisfaction measures and these variables were examined to assess the construct validity of single-item life satisfaction measures.

Results

Consistent across three samples, single-item life satisfaction measures demonstrated substantial degree of criterion validity with the SWLS (zero-order r = 0.62–0.64; disattenuated r = 0.78–0.80). Patterns of statistical significance for correlations with theoretically relevant variables were the same across single-item measures and the SWLS. Single-item measures did not produce systematically different correlations compared to the SWLS (average difference = 0.001–0.005). The average absolute difference in the magnitudes of the correlations produced by single-item measures and the SWLS was very small (average absolute difference = 0.015–0.042).

Conclusions

Single-item life satisfaction measures performed very similarly compared to the multiple-item SWLS. Social scientists would get virtually identical answer to substantive questions regardless of which measure they use.
Anhänge
Nur mit Berechtigung zugänglich
Fußnoten
1
A previous study used the same dataset as Study 1 in the current paper, but comparing single-item and multiple-item measures was not the focus [18]. The goal of this previous study was to provide baseline estimates of mental, social, and physical well-being for states overall and for different subgroups (e.g., racial groups and age groups, etc).
 
2
The SWLS was included in the New Hampshire BRFSS. However, there is difficulty obtaining the data due to recent personnel change at the New Hampshire Department of Health and Human Services.
 
3
The item “If I could live my life over, I would change almost nothing” is not included in BRFSS. BRFSS tested the 4 item versus the 5 item versions of SWLS and found no difference.
 
4
No other variables were analyzed but not reported.
 
5
No other variables were analyzed but not reported.
 
6
Disattenuated correlation is calculated using in-sample reliability estimate was used for the SWLS. The reliability estimate for the GSOEP (0.74) from Lucas and Donnellan was used for the single-item measure [12].
 
Literatur
1.
Zurück zum Zitat Diener, E., & Chan, M. Y. (2011). Happy people live longer: Subjective well‐being contributes to health and longevity. Applied Psychology: Health and Well‐Being, 3(1), 1–43. Diener, E., & Chan, M. Y. (2011). Happy people live longer: Subjective well‐being contributes to health and longevity. Applied Psychology: Health and Well‐Being, 3(1), 1–43.
2.
Zurück zum Zitat Howell, R. T., & Howell, C. J. (2008). The relation of economic status to subjective well-being in developing countries: A meta-analysis. Psychological Bulletin, 134(4), 536–560.PubMedCrossRef Howell, R. T., & Howell, C. J. (2008). The relation of economic status to subjective well-being in developing countries: A meta-analysis. Psychological Bulletin, 134(4), 536–560.PubMedCrossRef
3.
Zurück zum Zitat Lyubomirsky, S., King, L., & Diener, E. (2005). The benefits of frequent positive affect: Does happiness lead to success? Psychological Bulletin, 131(6), 803–855.PubMedCrossRef Lyubomirsky, S., King, L., & Diener, E. (2005). The benefits of frequent positive affect: Does happiness lead to success? Psychological Bulletin, 131(6), 803–855.PubMedCrossRef
4.
Zurück zum Zitat Diener, E., Lucas, R., Schimmack, U., & Helliwell, J. (2009). Well-being for public policy. Oxford: Oxford University Press.CrossRef Diener, E., Lucas, R., Schimmack, U., & Helliwell, J. (2009). Well-being for public policy. Oxford: Oxford University Press.CrossRef
5.
Zurück zum Zitat Wagner, G. G., Joachim, R. F., & Jürgen, S. (2007). The German Socio-Economic Panel Study (SOEP)–scope, evolution and enhancements. Schmollers Jahrbuch: Journal of Applied Social Science Studies, 127(1), 139–169. Wagner, G. G., Joachim, R. F., & Jürgen, S. (2007). The German Socio-Economic Panel Study (SOEP)–scope, evolution and enhancements. Schmollers Jahrbuch: Journal of Applied Social Science Studies, 127(1), 139–169.
7.
Zurück zum Zitat Voorpostel, M., Tillmann, R., Lebert, F., Kuhn, U., Lipps, O., Ryser, V.-A., et al. (2012). Swiss Household Panel Userguide (1999–2011), Wave 13, October 2012. Lausanne: FORS. Voorpostel, M., Tillmann, R., Lebert, F., Kuhn, U., Lipps, O., Ryser, V.-A., et al. (2012). Swiss Household Panel Userguide (1999–2011), Wave 13, October 2012. Lausanne: FORS.
10.
Zurück zum Zitat Centers for Disease Control and Prevention (CDC). (2010). Behavioral risk factor surveillance system survey data. Atlanta, GA: Centers for Disease Control and Prevention. Centers for Disease Control and Prevention (CDC). (2010). Behavioral risk factor surveillance system survey data. Atlanta, GA: Centers for Disease Control and Prevention.
11.
Zurück zum Zitat Alwin, D. F. (2007). Margins of error: A study of reliability in survey measurement. Hoboken, NJ: Wiley.CrossRef Alwin, D. F. (2007). Margins of error: A study of reliability in survey measurement. Hoboken, NJ: Wiley.CrossRef
12.
Zurück zum Zitat Lucas, R. E., & Donnellan, M. B. (2012). Estimating the reliability of single-item life satisfaction measures: Results from four national panel studies. Social Indicators Research, 105(3), 323–331.PubMedCentralPubMedCrossRef Lucas, R. E., & Donnellan, M. B. (2012). Estimating the reliability of single-item life satisfaction measures: Results from four national panel studies. Social Indicators Research, 105(3), 323–331.PubMedCentralPubMedCrossRef
13.
Zurück zum Zitat Kenny, D. A., & Zautra, A. (1995). The trait–state–error model for multi-wave data. Journal of Consulting and Clinical Psychology, 63, 52–59.PubMedCrossRef Kenny, D. A., & Zautra, A. (1995). The trait–state–error model for multi-wave data. Journal of Consulting and Clinical Psychology, 63, 52–59.PubMedCrossRef
14.
Zurück zum Zitat Kenny, D. A., & Zautra, A. (2001). The trait–state models for longitudinal data. In L. M. Collins & A. G. Sayer (Eds.), New methods for the analysis of change (pp. 243–263). Washington, DC: American Psychological Association.CrossRef Kenny, D. A., & Zautra, A. (2001). The trait–state models for longitudinal data. In L. M. Collins & A. G. Sayer (Eds.), New methods for the analysis of change (pp. 243–263). Washington, DC: American Psychological Association.CrossRef
15.
Zurück zum Zitat Terwee, C. B., Bot, S. D., de Boer, M. R., van der Windt, D. A., Knol, D. L., Dekker, J., et al. (2007). Quality criteria were proposed for measurement properties of health status questionnaires. Journal of Clinical Epidemiology, 60(1), 34–42.PubMedCrossRef Terwee, C. B., Bot, S. D., de Boer, M. R., van der Windt, D. A., Knol, D. L., Dekker, J., et al. (2007). Quality criteria were proposed for measurement properties of health status questionnaires. Journal of Clinical Epidemiology, 60(1), 34–42.PubMedCrossRef
16.
Zurück zum Zitat Cronbach, L. J., & Meehl, P. E. (1955). Construct validity in psychological tests. Psychological Bulletin, 52(4), 281.PubMedCrossRef Cronbach, L. J., & Meehl, P. E. (1955). Construct validity in psychological tests. Psychological Bulletin, 52(4), 281.PubMedCrossRef
17.
Zurück zum Zitat Kobau, R., Sniezek, J., Zack, M. M., Lucas, R. E., & Burns, A. (2010). Well‐being assessment: An evaluation of well‐being scales for public health and population estimates of well‐being among US adults. Applied Psychology: Health and Well‐Being, 2(3), 272–297. Kobau, R., Sniezek, J., Zack, M. M., Lucas, R. E., & Burns, A. (2010). Well‐being assessment: An evaluation of well‐being scales for public health and population estimates of well‐being among US adults. Applied Psychology: Health and Well‐Being, 2(3), 272–297.
18.
Zurück zum Zitat Kobau, R., Bann, C., Lewis, M., Zack, M. M., Boardman, A. M., Boyd, R., et al. (2013). Mental, social, and physical well-being in New Hampshire, Oregon, and Washington, 2010 Behavioral Risk Factor Surveillance System: Implications for public health research and practice related to Healthy People 2020 foundation health measures on well-being. Population Health Metrics, 11(19), 1–16. Kobau, R., Bann, C., Lewis, M., Zack, M. M., Boardman, A. M., Boyd, R., et al. (2013). Mental, social, and physical well-being in New Hampshire, Oregon, and Washington, 2010 Behavioral Risk Factor Surveillance System: Implications for public health research and practice related to Healthy People 2020 foundation health measures on well-being. Population Health Metrics, 11(19), 1–16.
19.
Zurück zum Zitat Diener, E. D., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75.PubMedCrossRef Diener, E. D., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75.PubMedCrossRef
20.
Zurück zum Zitat del Mar Salinas-Jiménez, M., Artés, J., & Salinas-Jiménez, J. (2011). Education as a positional good: A life satisfaction approach. Social Indicators Research, 103(3), 409–426.CrossRef del Mar Salinas-Jiménez, M., Artés, J., & Salinas-Jiménez, J. (2011). Education as a positional good: A life satisfaction approach. Social Indicators Research, 103(3), 409–426.CrossRef
21.
Zurück zum Zitat Schimmack, U., & Oishi, S. (2005). The influence of chronically and temporarily accessible information on life satisfaction judgments. Journal of Personality and Social Psychology, 89(3), 395–406.PubMedCrossRef Schimmack, U., & Oishi, S. (2005). The influence of chronically and temporarily accessible information on life satisfaction judgments. Journal of Personality and Social Psychology, 89(3), 395–406.PubMedCrossRef
22.
Zurück zum Zitat Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates. Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates.
23.
Zurück zum Zitat Gerlitz, J. Y., & Schupp, J. (2005). Zur Erhebung der Big-Five-basierten persoenlichkeitsmerkmale im SOEP. DIW Research Notes, 4, 1–36. Gerlitz, J. Y., & Schupp, J. (2005). Zur Erhebung der Big-Five-basierten persoenlichkeitsmerkmale im SOEP. DIW Research Notes, 4, 1–36.
24.
Zurück zum Zitat John, O. P., & Srivastava, S. (1999). The Big Five trait taxonomy: History, measurement, and theoretical perspectives. Handbook of Personality: Theory and Research, 2, 102–138. John, O. P., & Srivastava, S. (1999). The Big Five trait taxonomy: History, measurement, and theoretical perspectives. Handbook of Personality: Theory and Research, 2, 102–138.
25.
Zurück zum Zitat Costa, P. T., & McCrae, R. R. (1980). Influence of extraversion and neuroticism on subjective well-being: Happy and unhappy people. Journal of Personality and Social Psychology, 38(4), 668–678.PubMedCrossRef Costa, P. T., & McCrae, R. R. (1980). Influence of extraversion and neuroticism on subjective well-being: Happy and unhappy people. Journal of Personality and Social Psychology, 38(4), 668–678.PubMedCrossRef
26.
Zurück zum Zitat DeNeve, K. M., & Cooper, H. (1998). The happy personality: A meta-analysis of 137 personality traits and subjective well-being. Psychological Bulletin, 124(2), 197–229.PubMedCrossRef DeNeve, K. M., & Cooper, H. (1998). The happy personality: A meta-analysis of 137 personality traits and subjective well-being. Psychological Bulletin, 124(2), 197–229.PubMedCrossRef
27.
Zurück zum Zitat Ryff, C. D., & Singer, B. (1998). The contours of positive human health. Psychological Inquiry, 9(1), 1–28.CrossRef Ryff, C. D., & Singer, B. (1998). The contours of positive human health. Psychological Inquiry, 9(1), 1–28.CrossRef
28.
Zurück zum Zitat Diener, E., Wirtz, D., Tov, W., Kim-Prieto, C., Choi, D. W., Oishi, S., et al. (2010). New well-being measures: Short scales to assess flourishing and positive and negative feelings. Social Indicators Research, 97(2), 143–156.CrossRef Diener, E., Wirtz, D., Tov, W., Kim-Prieto, C., Choi, D. W., Oishi, S., et al. (2010). New well-being measures: Short scales to assess flourishing and positive and negative feelings. Social Indicators Research, 97(2), 143–156.CrossRef
Metadaten
Titel
Assessing the validity of single-item life satisfaction measures: results from three large samples
verfasst von
Felix Cheung
Richard E. Lucas
Publikationsdatum
01.12.2014
Verlag
Springer International Publishing
Erschienen in
Quality of Life Research / Ausgabe 10/2014
Print ISSN: 0962-9343
Elektronische ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-014-0726-4

Weitere Artikel der Ausgabe 10/2014

Quality of Life Research 10/2014 Zur Ausgabe