Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2020

Open Access 01-12-2020 | Research

Measuring positive mental health and flourishing in Denmark: validation of the mental health continuum-short form (MHC-SF) and cross-cultural comparison across three countries

Authors: Ziggi Ivan Santini, Manuel Torres-Sahli, Carsten Hinrichsen, Charlotte Meilstrup, Katrine R. Madsen, Signe Boe Rayce, Melissa M. Baker, Margreet Ten Have, Marijke Schotanus-Dijkstra, Vibeke Koushede

Published in: Health and Quality of Life Outcomes | Issue 1/2020

Login to get access

Abstract

Background

The Mental Health Continuum–Short Form (MHC-SF) is a measure of positive mental health and flourishing, which is widely used in several countries but has not yet been validated in Denmark. This study aimed to examine its qualitative and quantitative properties in a Danish population sample and compare scores with Canada and the Netherlands.

Methods

Three thousand five hundred eight participants aged 16–95 filled out an electronic survey. Both the unidimensional and multidimensional aspects of the Danish MHC-SF were studied through bifactor modelling. Cognitive interviews examined face validity and usability.

Results

The general score of the Danish MHC-SF was reliable for computing unit-weighted composite scores, as well as using a bifactor model to compute general factor scores or measurement models in an SEM context. Nonetheless, subscale scores were unreliable, explaining very low variance beyond that explained by the general factor. The participants of the qualitative interviews observed problems with wording and content of the items, especially from the social subscale. The general score correlated with other scales as expected. We found substantial variation in flourishing prevalence rates between the three cultural settings.

Conclusions

The Danish MHC-SF produced reliable general scores of well-being. Most of the issues observed regarding the subscale scores have been shown in previous research in other contexts. The further analysis of indices of the bifactor model and the inclusion of qualitative interviews allowed for a better understanding of the possible sources of problems with the questionnaire’s subscales. The use of subscales, the substantive understanding of the general score, as well as the operationalization of the state of flourishing, require further study.
Appendix
Available only for authorised users
Literature
1.
go back to reference WHO. Promoting mental health: concepts, emerging evidence, practice. Geneva: World Health Organization; 2004. WHO. Promoting mental health: concepts, emerging evidence, practice. Geneva: World Health Organization; 2004.
2.
go back to reference Keyes CLM, Shmotkin D, Ryff CD. Optimizing well-being: the empirical encounter of two traditions. J Pers Soc Psychol. 2002;82:1007–22. Keyes CLM, Shmotkin D, Ryff CD. Optimizing well-being: the empirical encounter of two traditions. J Pers Soc Psychol. 2002;82:1007–22.
3.
go back to reference Keyes CLM. The mental health continuum: from languishing to flourishing in life. J Health Soc Behav. 2002;43(2):207–22.PubMedCrossRef Keyes CLM. The mental health continuum: from languishing to flourishing in life. J Health Soc Behav. 2002;43(2):207–22.PubMedCrossRef
4.
go back to reference Cantril H. The pattern of human concerns. New Brunswick: Rutgers University Press; 1965. Cantril H. The pattern of human concerns. New Brunswick: Rutgers University Press; 1965.
6.
go back to reference Ryff CD. Happiness is everything, or is it? Explorations on the meaning of psychological well-being. J Pers Soc Psychol. 1989;57(6):1069.CrossRef Ryff CD. Happiness is everything, or is it? Explorations on the meaning of psychological well-being. J Pers Soc Psychol. 1989;57(6):1069.CrossRef
7.
go back to reference Huppert F. A new approach to reducing disorder and improving well-being. Perspect Psychol Sci. 2009;4(1):108–11.PubMedCrossRef Huppert F. A new approach to reducing disorder and improving well-being. Perspect Psychol Sci. 2009;4(1):108–11.PubMedCrossRef
8.
go back to reference Ryff CD, Singer B. The contours of positive human health. Psychol Inq. 1998;9(1):1–28.CrossRef Ryff CD, Singer B. The contours of positive human health. Psychol Inq. 1998;9(1):1–28.CrossRef
9.
go back to reference Huppert F. Positive mental health in individuals and populations. In: Huppert FA, Baylis N, editors. The science of well-being. Keverne Oxford: Oxford University Press; 2004. Huppert F. Positive mental health in individuals and populations. In: Huppert FA, Baylis N, editors. The science of well-being. Keverne Oxford: Oxford University Press; 2004.
10.
go back to reference Keyes CLM. Human flourishing and salutogenetics. Genet Psychol Well-Being. 2015;3:19. Keyes CLM. Human flourishing and salutogenetics. Genet Psychol Well-Being. 2015;3:19.
11.
go back to reference Hone LC, Jarden A, Schofield GM, Duncan S. Measuring flourishing: the impact of operational definitions on the prevalence of high levels of wellbeing. Int J Wellbeing. 2014;4(1):62–90. Hone LC, Jarden A, Schofield GM, Duncan S. Measuring flourishing: the impact of operational definitions on the prevalence of high levels of wellbeing. Int J Wellbeing. 2014;4(1):62–90.
14.
go back to reference Schotanus-Dijkstra M, ten Have M, Lamers SMA, de Graaf R, Bohlmeijer ET. The longitudinal relationship between flourishing mental health and incident mood, anxiety and substance use disorders. Eur J Publ Health. 2016;27(3):563–8. Schotanus-Dijkstra M, ten Have M, Lamers SMA, de Graaf R, Bohlmeijer ET. The longitudinal relationship between flourishing mental health and incident mood, anxiety and substance use disorders. Eur J Publ Health. 2016;27(3):563–8.
18.
go back to reference Jovanović V. A bifactor model of subjective well-being: a re-examination of the structure of subjective well-being. Personal Individ Differ. 2015;87:45–9.CrossRef Jovanović V. A bifactor model of subjective well-being: a re-examination of the structure of subjective well-being. Personal Individ Differ. 2015;87:45–9.CrossRef
19.
go back to reference Chen FF, West SG, Sousa KH. A comparison of Bifactor and second-order models of quality of life. Multivar Behav Res. 2006;41(2):189–225.CrossRef Chen FF, West SG, Sousa KH. A comparison of Bifactor and second-order models of quality of life. Multivar Behav Res. 2006;41(2):189–225.CrossRef
20.
go back to reference Goretzko D, Pargent F, Sust LN, Bühner M. Not very powerful: the influence of negations and vague quantifiers on the psychometric properties of questionnaires. Eur J Psychol Assess. 2019;1(1):1–10. Goretzko D, Pargent F, Sust LN, Bühner M. Not very powerful: the influence of negations and vague quantifiers on the psychometric properties of questionnaires. Eur J Psychol Assess. 2019;1(1):1–10.
21.
go back to reference Nielsen L, Hinrichsen C, Santini ZI, Koushede V. Måling af mental sundhed. En baggrundsrapport for spørgeskemaundersøgelsen Danskernes Trivsel 2016: Statens Institut for Folkesundhed, SDU; 2017. Nielsen L, Hinrichsen C, Santini ZI, Koushede V. Måling af mental sundhed. En baggrundsrapport for spørgeskemaundersøgelsen Danskernes Trivsel 2016: Statens Institut for Folkesundhed, SDU; 2017.
23.
go back to reference Sousa VD, Rojjanasrirat W. Translation, adaptation and validation of instru-ments or scales for use in cross-cultural health care research: a clear and user-friendly guideline. J Eval Clin Pract. 2011;17(2):268–74.PubMedCrossRef Sousa VD, Rojjanasrirat W. Translation, adaptation and validation of instru-ments or scales for use in cross-cultural health care research: a clear and user-friendly guideline. J Eval Clin Pract. 2011;17(2):268–74.PubMedCrossRef
24.
go back to reference Kormi-Nouri R, Farahani M-N, Trost K. The role of positive and negative affect on well-being amongst Swedish and Iranian university students. J Posit Psychol. 2013;8(5):435–43.CrossRef Kormi-Nouri R, Farahani M-N, Trost K. The role of positive and negative affect on well-being amongst Swedish and Iranian university students. J Posit Psychol. 2013;8(5):435–43.CrossRef
26.
go back to reference Topp CW, Østergaard SD, Søndergaard S, Bech P. The WHO-5 well-being index: a systematic review of the literature. Psychother Psychosom. 2015;84(3):167–76.PubMedCrossRef Topp CW, Østergaard SD, Søndergaard S, Bech P. The WHO-5 well-being index: a systematic review of the literature. Psychother Psychosom. 2015;84(3):167–76.PubMedCrossRef
27.
go back to reference Christensen A, Davidsen M, Ekholm O, Pedersen P, Juel K. The health of the Danes - the National Health Profile 2013 (in Danish: Danskernes Sundhed – Den Nationale Sundhedsprofil 2013). Copenhagen: The National Board of Health; 2014. Christensen A, Davidsen M, Ekholm O, Pedersen P, Juel K. The health of the Danes - the National Health Profile 2013 (in Danish: Danskernes Sundhed – Den Nationale Sundhedsprofil 2013). Copenhagen: The National Board of Health; 2014.
29.
go back to reference Kroenke K, Spitzer RL, Williams JB, Lowe B. An ultra-brief screening scale for anxiety and depression: the PHQ-4. Psychosomatics. 2009;50(6):613–21.PubMed Kroenke K, Spitzer RL, Williams JB, Lowe B. An ultra-brief screening scale for anxiety and depression: the PHQ-4. Psychosomatics. 2009;50(6):613–21.PubMed
31.
go back to reference Rosseel Y. Lavaan: an R package for structural equation modeling and more. Version 0.5–12 (BETA). J Stat Softw. 2012;48(2):1–36.CrossRef Rosseel Y. Lavaan: an R package for structural equation modeling and more. Version 0.5–12 (BETA). J Stat Softw. 2012;48(2):1–36.CrossRef
32.
go back to reference McHorney CA, Tarlov AR. Individual-patient monitoring in clinical practice: are available health status surveys adequate? Qual Life Res. 1995;4(4):293–307.PubMedCrossRef McHorney CA, Tarlov AR. Individual-patient monitoring in clinical practice: are available health status surveys adequate? Qual Life Res. 1995;4(4):293–307.PubMedCrossRef
33.
go back to reference Lupano MLL, de la Iglesia G, Solano AC, Keyes CL. The mental health continuum-short form (MHC-SF) in the Argentinean context: confirmatory factor analysis and measurement invariance. Eur J Psychol. 2017;13(1):93–108.CrossRef Lupano MLL, de la Iglesia G, Solano AC, Keyes CL. The mental health continuum-short form (MHC-SF) in the Argentinean context: confirmatory factor analysis and measurement invariance. Eur J Psychol. 2017;13(1):93–108.CrossRef
34.
go back to reference Hoyle RH, Panter AT. Writing about structural equation models. In: Hoyle RH, editor. Structural equation modeling: concepts, issues and applications. London: Sage; 1995. p. 158–98. Hoyle RH, Panter AT. Writing about structural equation models. In: Hoyle RH, editor. Structural equation modeling: concepts, issues and applications. London: Sage; 1995. p. 158–98.
35.
go back to reference Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Modeling. 1999;1:1–55. Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Modeling. 1999;1:1–55.
36.
go back to reference Chen FF. Sensitivity of goodness of fit indexes to lack of measurement invariance. Struct Equ Model Multidiscip J. 2007;14(3):464–504.CrossRef Chen FF. Sensitivity of goodness of fit indexes to lack of measurement invariance. Struct Equ Model Multidiscip J. 2007;14(3):464–504.CrossRef
37.
go back to reference Rodriguez A, Reise SP, Haviland MG. Evaluating bifactor models: calculating and interpreting statistical indices. Psychol Methods. 2016;21(2):137.PubMedCrossRef Rodriguez A, Reise SP, Haviland MG. Evaluating bifactor models: calculating and interpreting statistical indices. Psychol Methods. 2016;21(2):137.PubMedCrossRef
39.
go back to reference Cohen P, West SG, Aiken LS. Applied multiple regression/correlation analysis for the behavioral sciences: Psychology Press; 2014. Cohen P, West SG, Aiken LS. Applied multiple regression/correlation analysis for the behavioral sciences: Psychology Press; 2014.
40.
go back to reference Christensen AI, Davidsen M, Koushede V, Juel K. The concequences of poor mental health for general health and social life - an anlyses of register data from "the health and morbidity survey 2010" (In Danish: Betydning af dårlig mental sundhed for helbred og socialt liv – en analyse af registerdata fra “Sundhedsprofilen 2010”. Copenhagen: The Danish National Board of Health (Sundhedsstyrelsen); 2017. Christensen AI, Davidsen M, Koushede V, Juel K. The concequences of poor mental health for general health and social life - an anlyses of register data from "the health and morbidity survey 2010" (In Danish: Betydning af dårlig mental sundhed for helbred og socialt liv – en analyse af registerdata fra “Sundhedsprofilen 2010”. Copenhagen: The Danish National Board of Health (Sundhedsstyrelsen); 2017.
41.
go back to reference Nielsen L, Stewart-Brown S, Vinther-Larsen M, Meilstrup C, Holstein BE, Koushede V. High and low levels of positive mental health: are there socioeconomic differences among adolescents? J Public Ment Health. 2016;15(1):37–49.CrossRef Nielsen L, Stewart-Brown S, Vinther-Larsen M, Meilstrup C, Holstein BE, Koushede V. High and low levels of positive mental health: are there socioeconomic differences among adolescents? J Public Ment Health. 2016;15(1):37–49.CrossRef
42.
go back to reference Bo A, Friis K, Osborne RH, Maindal HT. National indicators of health literacy: ability to understand health information and to engage actively with healthcare providers - a population-based survey among Danish adults. BMC Public Health. 2014;14(1):1095.PubMedPubMedCentralCrossRef Bo A, Friis K, Osborne RH, Maindal HT. National indicators of health literacy: ability to understand health information and to engage actively with healthcare providers - a population-based survey among Danish adults. BMC Public Health. 2014;14(1):1095.PubMedPubMedCentralCrossRef
43.
go back to reference Gray M. Conducting cognitive interviews. Cognitive interviewing practice. London: SAGE Publications Ltd; 2015. p. 126–41.CrossRef Gray M. Conducting cognitive interviews. Cognitive interviewing practice. London: SAGE Publications Ltd; 2015. p. 126–41.CrossRef
44.
go back to reference Kvale S. Transcribing interviews. In: Kvale S, editor. Doing interviews. London: SAGE Publications Ltd.; 2011. Kvale S. Transcribing interviews. In: Kvale S, editor. Doing interviews. London: SAGE Publications Ltd.; 2011.
45.
go back to reference d'Ardenne J, Collins D. Data management. In: Collins D, editor. Cognitive interviewing practice. London: SAGE Publication Ltd.; 2015. p. 142–61.CrossRef d'Ardenne J, Collins D. Data management. In: Collins D, editor. Cognitive interviewing practice. London: SAGE Publication Ltd.; 2015. p. 142–61.CrossRef
46.
go back to reference Tourangeau R, Rips LJ, Rasinski K. The psychology of survey response: Cambridge University press; 2000.CrossRef Tourangeau R, Rips LJ, Rasinski K. The psychology of survey response: Cambridge University press; 2000.CrossRef
47.
go back to reference Raykov T, Pohl S. Essential Unidimensionality examination for multicomponent scales: an interrelationship decomposition approach. Educ Psychol Meas. 2013;73(4):581–600.CrossRef Raykov T, Pohl S. Essential Unidimensionality examination for multicomponent scales: an interrelationship decomposition approach. Educ Psychol Meas. 2013;73(4):581–600.CrossRef
48.
go back to reference Schaeffer NC. Hardly ever or constantly? Group comparisons using vague quantifiers. Public Opin Q. 1991;55(3):395–423.CrossRef Schaeffer NC. Hardly ever or constantly? Group comparisons using vague quantifiers. Public Opin Q. 1991;55(3):395–423.CrossRef
49.
go back to reference Schneider S, Stone AA. The meaning of vaguely quantified frequency response options on a quality of life scale depends on respondents' medical status and age. Qual Life Res. 2016;25(10):2511–21.PubMedPubMedCentralCrossRef Schneider S, Stone AA. The meaning of vaguely quantified frequency response options on a quality of life scale depends on respondents' medical status and age. Qual Life Res. 2016;25(10):2511–21.PubMedPubMedCentralCrossRef
50.
go back to reference Presser S, Couper MP, Lessler JT, Martin E, Martin J, Rothgeb JM, et al. Methods for testing and evaluating survey questions. Public Opin Q. 2004;68(1):109–30.CrossRef Presser S, Couper MP, Lessler JT, Martin E, Martin J, Rothgeb JM, et al. Methods for testing and evaluating survey questions. Public Opin Q. 2004;68(1):109–30.CrossRef
51.
go back to reference Gilmour H. Positive mental health and mental illness. Health Rep. 2014;25(9):3–9.PubMed Gilmour H. Positive mental health and mental illness. Health Rep. 2014;25(9):3–9.PubMed
52.
go back to reference Rugira J, Nienaber AW, Wissing MP. Psychological well-being among Tanzanian university students. J Psychol Afr. 2013;23(3):425–9.CrossRef Rugira J, Nienaber AW, Wissing MP. Psychological well-being among Tanzanian university students. J Psychol Afr. 2013;23(3):425–9.CrossRef
53.
go back to reference Keyes CLM, Wissing M, Potgieter JP, Temane M, Kruger A, Van Rooy S. Evaluation of the mental health continuum–short form (MHC–SF) in setswana-speaking south Africans 2008;15(3):181–192. Keyes CLM, Wissing M, Potgieter JP, Temane M, Kruger A, Van Rooy S. Evaluation of the mental health continuum–short form (MHC–SF) in setswana-speaking south Africans 2008;15(3):181–192.
54.
go back to reference ESS. Measuring and reporting on Europeans’ wellbeing: findings from the European social survey. London: ESS ERIC; 2015. ESS. Measuring and reporting on Europeans’ wellbeing: findings from the European social survey. London: ESS ERIC; 2015.
56.
go back to reference Huppert F, So TTC. What percentage of people in Europe are flourishing and what characterises them? Cambridge: University of Cambridge; 2009. Huppert F, So TTC. What percentage of people in Europe are flourishing and what characterises them? Cambridge: University of Cambridge; 2009.
57.
go back to reference Christensen A, Bekker-Jeppesen M, Jensen H, Juel K. Variationer i deltagelsesprocenter i Den Nationale Sundhedsprofil 2013. København: Syddansk Universitet, Statens Institut for Folkesundhed; 2016. Christensen A, Bekker-Jeppesen M, Jensen H, Juel K. Variationer i deltagelsesprocenter i Den Nationale Sundhedsprofil 2013. København: Syddansk Universitet, Statens Institut for Folkesundhed; 2016.
Metadata
Title
Measuring positive mental health and flourishing in Denmark: validation of the mental health continuum-short form (MHC-SF) and cross-cultural comparison across three countries
Authors
Ziggi Ivan Santini
Manuel Torres-Sahli
Carsten Hinrichsen
Charlotte Meilstrup
Katrine R. Madsen
Signe Boe Rayce
Melissa M. Baker
Margreet Ten Have
Marijke Schotanus-Dijkstra
Vibeke Koushede
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2020
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/s12955-020-01546-2

Other articles of this Issue 1/2020

Health and Quality of Life Outcomes 1/2020 Go to the issue