Cited by 311Psychological Well-being and Life SatisfactionPsychometric Methodologies and TestingMental Health Research Topics

Psychometric evaluation and predictive validity of Ryff's psychological well-being items in a UK birth cohort sample of women

Open access
Abbott, Rosemary A, Ploubidis, George B, Huppert, Felicia A, Kuh, Diana, Wadsworth, Michael EJ, Croudace, Tim J·2006·Health and Quality of Life Outcomes

Abstract

BACKGROUND: Investigations of the structure of psychological well-being items are useful for advancing knowledge of what dimensions define psychological well-being in practice. Ryff has proposed a multidimensional model of psychological well-being and her questionnaire items are widely used but their latent structure and factorial validity remains contentious. METHODS: We applied latent variable models for factor analysis of ordinal/categorical data to a 42-item version of Ryff's psychological well-being scales administered to women aged 52 in a UK birth cohort study (n = 1,179). Construct (predictive) validity was examined against a measure of mental health recorded one year later. RESULTS: Inter-factor correlations among four of the first-order psychological well-being constructs were sufficiently high (> 0.80) to warrant a parsimonious representation as a second-order general well-being dimension. Method factors for questions reflecting positive and negative item content, orthogonal to the construct factors and assumed independent of each other, improved model fit by removing nuisance variance. Predictive validity correlations between psychological well-being and a multidimensional measure of psychological distress were dominated by the contribution of environmental mastery, in keeping with earlier findings from cross-sectional studies that have correlated well-being and severity of depression. CONCLUSION: Our preferred model included a single second-order factor, loaded by four of the six first-order factors, two method factors, and two more distinct first-order factors. Psychological well-being is negatively associated with dimensions of mental health. Further investigation of precision of measurement across the health continuum is required.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1186/1477-7525-4-76

Cites

10 of 10 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • A slightly altered version of the seven-item scale that was used in this study has been psychometrically evaluated and validated in a previous large-scale study.

    “A slightly altered version of the seven-item scale that was used in this study has been psychometrically evaluated and validated in a previous large-scale study (56).”

    From Purpose in life and use of preventive health care services (2014) · cites this paper as [56]

    The Methods (Measures) and Results report a large-scale psychometric evaluation of Ryff’s 42-item measure in 1,179 women; the Background explains that it has seven items per dimension. The paper does not evaluate a standalone seven-item scale, and the Discussion says none of the tested models fitted the data well. Thus it supports the claim of a related prior evaluation, but not validation of the seven-item scale as stated. (LLM, conf=0.88)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 23

  1. Snyder CR Lopez SJ Handbook of Positive Psychology 2001 USA, Oxford University Press, Inc.
  2. Huppert FA Keverne B Bayliss N The Science of well-being, Integrating neurobiology, psychology and social science. Proceedings of Royal Society Scientific Discussion Meeting, 19-20 November 2003. Philosophical Transactions of the Royal Society, Series B 2004 358 May
  3. Ryff C Singer B The Contours of positive human health Psychological Inquiry 1998 9 1 28 10.1207/s15327965pli0901_1 · DOI · Paper page
  4. Ryff C Beyond Ponce de Leon and life satisfaction: New directions in quest of successful aging. International Journal of Behavioural Development 1989 12 35 55 10.1177/016502548901200102 · DOI
  5. Clarke PJ Marshall VW Ryff CD Wheaton B Measuring psychological well-being in the Canadian Study of Health and Aging Int Psychogeriatr 2001 13 Supp 1 79 90 11892978 10.1017/S1041610202008013 · DOI
  6. Kafka GJ Kozma A The construct validity of Ryff's scales of psychological well-being (SPWB) and their relationship to measures of subjective well-being. Social Indicators Research 2002 57 171 190 10.1023/A:1014451725204 · DOI
  7. Van Dierendonck D The construct validity of Ryff's Scales of Psychological Well-being and it's extension with spiritual well-being. Personality and Individual Differences 2004 36 629 643 10.1016/S0191-8869(03)00122-3 · DOI
  8. Cheng ST Chan AC Measuring psychological well-being in the Chinese Personality and Individual Differences 2005 38 1307 1316 10.1016/j.paid.2004.08.013 · DOI
  9. Springer KW Hauser RM An assessment of the construct validity of Ryff’s scales of psychological well-being: method, mode and measurement effects. Social Science Research 2006 35 1079 1110
  10. Marsh H Negative Item bias in ratings scales for preadolescent children: a cognitive-development phenomenon. Dev Psychol 1986 22 37 49 10.1037/0012-1649.22.1.37 · DOI
  11. Mook J Kleijn W van der Ploeg H Symptom-positively and -negatively worded items in two popular self-report inventories of anxiety and depression. Psychological Reports 1991 69 551 560 1763168 10.2466/PR0.69.6.551-560 · DOI
  12. Springer KW Hauser RM Freese J Bad news indeed for Ryff's six-factor model of well-being. Social Science Research 2006 35 1119 30
  13. Mislevy R Recent developments in the factor analysis of categorical variables. Journal of Educational Studies 1986 11
  14. Bartholomew DJ Steele F Moustaki I Galbraith JI The Analysis and Interpretation of Multivariate Data for Social Scientists 2003 London, CRC Press
  15. Flora DB Curran PJ An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychol Methods 2004 9 466 491 15598100 10.1037/1082-989X.9.4.466 PMC3153362 · DOI
  16. Lindfors P Positive health in a group of Swedish white-collar workers Psychological Reports 2002 12530731
  17. Goldberg DP Hillier VF A scaled version of the General Health Questionnaire. Psychol Med 1979 9 139 145 424481
  18. Wadsworth ME The imprint of time: childhood, history, and adult life. Clarendon Press 1991 Oxford, United Kingdom, Clarendon Press
  19. Wadsworth ME Butterworth SL Hardy RJ Kuh DJ Richards M Langenberg C Hilder WS Connor M The life course prospective design: an example of benefits and problems associated with study longevity Soc Sci Med 2003 57 2193 2205 14512249 10.1016/S0277-9536(03)00083-2 · DOI
  20. Huppert FA Whittington JE Evidence for the independence of positive and negative well-being: implications for quality of life assessment. British Journal of Health Psychology 2003 8 107 122 12643820 10.1348/135910703762879246 · DOI · Paper page
  21. Ploubidis GB Abbott RA Huppert FA Kuh D Wadsworth ME Croudace TJ Improvements in positive social functioning reported by a birth cohort in mid-adult life: a person-centred analysis of GHQ-28 social dysfunction items using latent class analysis. Personality and Individual Differences PMC3504660 23275680
  22. Abramson LY Metalsky GI Alloy LB Hopelessness depression: A theory-based subtype of depression. Psychol Rev 1989 96 358 372 10.1037/0033-295X.96.2.358 · DOI · Paper page
  23. Tucker LR Lewis C A reliability coefficient for maximum likelihood factor analysis Psychometrika 1973 38 1 10 10.1007/BF02291170 · DOI · Paper page

Cited by

Sorted by citations

Authors
Abbott, R. A., Ploubidis, G. B., Huppert, F. A., Kuh, D., Wadsworth, M. E., & Croudace, T. J.
Affiliations
  • University of Cambridge (GB)
  • The Royal Free Hospital (GB)
Corresponding author
Abbott, Rosemary A
Venue
Health and Quality of Life Outcomes
Published
2006-10-04
Volume
4
Issue
1
Pages
76-76
ISSN
1477-7525 (ISSN-L)
OpenAlex
W2165598921
Cited by
311
References
10
Citations by year
2026: 17 · 2025: 13 · 2024: 22 · 2023: 19 · 2022: 25 · 2021: 16 · 2020: 23 · 2019: 23 · 2018: 19 · 2017: 13 · 2016: 20 · 2015: 17 · 2014: 13 · 2013: 11 · 2012: 18
FWCI
9.49
Type
journal article
Language
en
Open access
Locations
  • Health and Quality of Life Outcomes (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Discovery Research Portal (University of Dundee) (publishedVersion)
  • LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
  • Research Bank (Australian Catholic University) (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
  • UCL Discovery (University College London) (submittedVersion)
Funders
  • National Institute for Health and Care Research (PHCS/C4/4/002)
  • Leverhulme Trust
  • Isaac Newton Trust
Topics
  • Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
  • Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
Keywords
Ryff psychological well-being, second-order factor structure, methodological factors, predictive validity, mental health, psychological distress, environmental mastery, women, middle-aged women, measurement precision
MeSH terms
Cross-Sectional Studies, Factor Analysis, Statistical, Female, United Kingdom, Humans, Mental Health, Middle Aged, Personal Satisfaction, Psychometrics, Quality of Life, Surveys and Questionnaires, Social Class, Cohort Studies, Women's Health

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review