Development and validation of the Eight-Dimensional Wellness Assessment
DOI:
https://doi.org/10.64838/jmht.2025.278890Keywords:
assessment tool, mental illness, psychometric property, wellnessAbstract
Objective: To develop and examine the psychometric properties of a comprehensive wellness assessment in the Thai context.
Methods: The study was conducted in three phases. Phase 1 involved the development of a holistic wellness assessment based on a review of relevant literatures. Phase 2 was a pilot test conducted with 30 participants with psychiatric disorders and 30 without, to assess content validity, face validity, reliability, and item analysis. Phase 3 evaluated the psychometric properties in 248 participants with psychiatric disorders and 280 without. Construct validity was analyzed using confirmatory factor analysis. Reliability was tested using Cronbach’s alpha coefficient and corrected item-total correlation (CITC).
Results: The first draft of the questionnaire consisted of 111 items. After the pilot study, 89 items remained. After testing psychometric properties, the final draft of the Eight-Dimensional Wellness Assessment consisted of 73 items, encompassing physical, psychological, social, environmental, spiritual, financial, occupational/educational, and access-to-welfare dimensions. The overall Cronbach’s alpha was 0.968, with subscale alphas ranged from 0.628 to 0.926. The CITC by dimension ranged from 0.289 to 0.714. Confirmatory factor analysis indicated that the model demonstrated a good fit with the empirical data.
Conclusion: The Eight-Dimensional Wellness Assessment demonstrated acceptable to excellent psychometric properties and can be used to evaluate wellness among individuals both with and without mental disorders.
Downloads
References
Swarbrick M. A wellness approach. Psychiatr Rehabil J. 2006;29(4):311-4. DOI: https://doi.org/10.2975/29.2006.311.314
Swarbrick M, Yudof J. Wellness in 8 dimensions [Internet]. New Jersey: Collaborative Support Programs of New Jersey; 2017 [cited 2024 May 15]. Available from: https://cspnj.org/wp-content/uploads/2021/09/Wellness-8-Dimensions.pdf
Mahatnirunkul S, Tanthipiwatanakul W, Pumpisanchai W, Wongsuwan K, Prommanachirangkul R. Comparison of the WHOQOL-100 and the WHOQOL-BREF (26 items) [Internet]. Nonthaburi: Department of Mental Health; 2002 [cited 2024 May 15]. Available from: https://dmh.go.th/test/download/files/whoqol.pdf (in Thai)
Scheier MF, Wrosch C, Baum A, Cohen S, Martire LM, Matthews KA, et al. The Life Engagement Test: assessing purpose in life. J Behav Med. 2006;29(3):291-8. DOI: https://doi.org/10.1007/s10865-005-9044-1
Adams TB, Bezner JR, Steinhardt MA. The conceptualization and measurement of perceived wellness: integrating balance across and within dimensions. Am J Health Promot. 1997;11(3):208-18. DOI: https://doi.org/10.4278/0890-1171-11.3.208
Mongkol A, Vongpiromsan Y, Tangseree T, Huttapanim W, Romsai P, Chutha W. The development and testing of Thai Mental Health Indicator (Version 2007). Nonthaburi: Department of Mental Health, Ministry of Public Health; 2009. (in Thai)
Morosini P, Magliano L, Brambilla L, Ugolini S, Pioli R. Development, reliability and acceptability of a new version of the DSM-IV Social and Occupational Functioning Assessment Scale (SOFAS) to assess routine social functioning. Acta Psychiatr Scand. 2000;101(4):323-9. DOI: https://doi.org/10.1034/j.1600-0447.2000.101004323.x
Myers JE, Sweeney TJ, Witmer JM. The Wheel of Wellness counseling for wellness: a holistic model for treatment planning. J Couns Dev. 2000;78(3):251-66. DOI: https://doi.org/10.1002/j.1556-6676.2000.tb01906.x
World Health Organization. WHOQOL-BREF: introduction, administration, scoring and generic version of the assessment: field trial version, December 1996 [Internet]. Geneva: World Health Organization; 1996 [cited 2024 May 15]. Available from: https://www.who.int/publications/i/item/WHOQOL-BREF
Thai Health Promotion Foundation. Annual Report 2003 [Internet]. Bangkok: Thai Health Promotion Foundation; 2003 [cited 2024 May 15]. Available from: https://www.thaihealth.or.th/?p=197201 (in Thai)
Virojanapa S, Wannasewok K, Tunsirimas N, Sukyirun P, Sornchai C, Jaiboon N, et al. Wellness characteristics in rehabilitation for people with mental disorder: a qualitative study. Journal of Mental Health of Thailand. 2024;32(2):138-52. (in Thai)
Cochran WG. Sampling techniques. New York: John Wiley & Sons; 1953.
Comrey AL, Lee HB. A first course in factor analysis. 2nd ed. Hillsdale (NJ): Lawrence Erlbaum Associates; 1992.
Srisa-ard B. Fundamental research. 10th ed. Bangkok: Suviriyasan; 2017. (in Thai)
Jacob KS. Recovery model of mental illness: a complementary approach to psychiatric care. Indian J Psychol Med. 2015;37(2):117-9. DOI: https://doi.org/10.4103/0253-7176.155605
Phattharayuttawat S, Ngamthipwattana T. Validity and reliability of the Thai Mental Health Questionnaire in psychiatric patients in the community. Siriraj Med J. 2002;54(9):540-6.
Thongthammarat Y. The developing of the psychological well-being scale (Thai version). Rajanukul Journal. 2022;34(2):13-22. (in Thai)
Leurmarnkul W, Meetam P. Properties testing of the retranslated SF-36 (Thai version). The Thai Journal of Pharmaceutical Sciences. 2005;29(1-2):69-88. (in Thai) DOI: https://doi.org/10.56808/3027-7922.2230
Bart R, Ishak WW, Ganjian S, Jaffer KY, Abdelmesseh M, Hanna S, et al. The assessment and measurement of wellness in the clinical medical setting: a systematic review. Innov Clin Neurosci. 2018;15(9-10):14-23.
Bentler PM. Comparative fit indexes in structural models. Psychol Bull. 1990;107(2):238-46. DOI: https://doi.org/10.1037//0033-2909.107.2.238
Muthén LK, Muthén BO. How to use a Monte Carlo study to decide on sample size and determine power. Struct Equ Modeling. 2002;9(4):599-620. DOI: https://doi.org/10.1207/S15328007SEM0904_8
Marsh HW, Hau KT. Confirmatory factor analysis: strategies for small sample size. In: Hoyle RH, editor. Statistical strategies for small sample research. Thousand Oaks (CA): Sage Publications; 1999. p. 251-84.
Kaiser HF. An index of factorial simplicity. Psychometrika. 1974;39(1):31-6. DOI: https://doi.org/10.1007/BF02291575
Brown TA. Confirmatory factor analysis for applied research. New York: The Guilford Press; 2006.
Solís Salazar M. The dilemma of combining positive and negative items in scales. Psicothema. 2015;27(2):192-200. DOI: https://doi.org/10.7334/psicothema2014.266
American Psychiatric Association. Diagnostic and statistical manual of mental disorders: DSM-5-TR. 5th ed. Washington (DC): American Psychiatric Association Publishing; 2022. DOI: https://doi.org/10.1176/appi.books.9780890425787
Soldevila-Domenech N, Forero CG, Alayo I, Capella J, Colom J, Malmusi D, et al. Mental well-being of the general population: direct and indirect effects of socioeconomic, relational and health factors. Qual Life Res. 2021;30(8):2171-85. DOI: https://doi.org/10.1007/s11136-021-02813-5
Mahon C, Howard E, O'Reilly A, Dooley B, Fitzgerald A. A cluster analysis of health behaviours and their relationship to mental health difficulties, life satisfaction and functioning in adolescents. Prev Med. 2022;164:107332. DOI: https://doi.org/10.1016/j.ypmed.2022.107332
Christensen ASP, Pisinger V, Krarup AF, Dalum P, Thygesen LC, Tolstrup JS. Alcohol consumption and well-being among 25,000 Danish high school students. Prev Med Rep. 2022;31:102072. DOI: https://doi.org/10.1016/j.pmedr.2022.102072
Price LR. Psychometric methods: theory into practice. New York: The Guilford Press; 2017.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Journal of Mental Health of Thailand

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
- Authorization to photocopy items for internal or personal use of specific clients, is granted. The consent does not extend to other kinds of copying, such as for general distribution, for advertising, or for resale.
- Unless otherwise states, the views and opinion expressed in Journal of Mental Health of Thailand are those of authors of the papers, and do not represent those of the editorial board or the Department of Mental Health.
