Psychometric properties of the HLS-EU-Q16 questionnaire: application and validation in Angola

Authors

  • Manuela Ferreira Instituto Politécnico de Viseu, Viseu, Portugal | UICISA: E - Unidade de Investigação em Ciências da Saúde: Enfermagem, Coimbra, Portugal https://orcid.org/0000-0002-8452-2222
  • Sofia Campos Instituto Politécnico de Viseu, Viseu, Portugal | UICISA: E - Unidade de Investigação em Ciências da Saúde: Enfermagem, Coimbra, Portugal https://orcid.org/0000-0002-4696-3537
  • Joana Andrade Unidade Local de Saúde de Viseu Dão-Lafões, Viseu, Portugal
  • Inês Figueiredo Unidade Local de Saúde de Viseu Dão-Lafões, Viseu, Portugal
  • Vitor Martins Unidade Local de Saúde de Viseu Dão-Lafões, Viseu, Portugal
  • Andreia Pereira Instituto Politécnico de Viseu, Viseu, Portugal | UICISA: E - Unidade de Investigação em Ciências da Saúde: Enfermagem, Coimbra, Portugal https://orcid.org/0000-0001-8765-6608
  • Eduardo Santos Instituto Politécnico de Viseu, Viseu, Portugal | UICISA: E - Unidade de Investigação em Ciências da Saúde: Enfermagem, Coimbra, Portugal https://orcid.org/0000-0003-0557-2377

DOI:

https://doi.org/10.29352/mill0223e.45081

Keywords:

health literacy; psychometric validation; HLS-EU-Q16; Angola

Abstract

Introduction: Health literacy is defined as the ability to access, understand, evaluate, and apply health-related information to make informed decisions. In Angola, a country marked by socioeconomic challenges and inequalities in access to health services, the development of health literacy is essential for public health and the empowerment of citizens.

Objective: To validate the HLS-EU-Q16 Questionnaire for the Angolan population.

Methods: This is a psychometric, descriptive, and correlational study based on the collection of transversal data according to the guidelines of the statement STrengthening the Reporting of Observational studies in Epidemiology (STROBE). The investigation was carried out in the commune of Gungo, located in the city of Sumbe, province of Kwanza Sul, Angola, using the HLS-EU-PT-Q16 questionnaire. Descriptive analyses and reliability assessment were performed using Cronbach's alpha (α) and McDonald's omega (ω). An exploratory factor analysis (EFA) was followed by a confirmatory factor analysis (CFA).

Results: The sample included 89 participants who classified their health literacy level as “inadequate” (75.3%), followed by “problematic” (18%) and “adequate” (6.7%). Cronbach's alpha and McDonald's omega values vary between 0.88 and 0.89, with an overall value of 0.89. EFA showed measuring sampling adequacy and proposed a three-dimensional solution with adequate factorial structure’s factor loadings (all items > 0.50). CFA revealed an overall adequate fit based on tested fit indices.

Conclusion: Although this study, being the first of its kind in this population, does not constitute a definitive validation of this instrument, we can accept that the psychometric results obtained represent its initial validation. Nevertheless, the overall data suggest that the HLS-EU-Q16 is a viable measure for assessing health literacy in the Angolan population. Thus, the instrument is concise, exhibits adequate psychometric properties, and can be used to assess the needs of the population, as well as to monitor and evaluate initiatives and policies aimed at promoting health literacy.

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References

Arriaga, M., Francisco, R., Nogueira, P., Oliveira, J., Silva, C., Câmara, G., Sørensen, K., Dietscher, C., & Costa, A. (2022). Health literacy in Portugal: Results of the health literacy population survey project 2019–2021. International Journal of Environmental Research and Public Health, 19(7), 4225. https://doi.org/10.3390/ijerph19074225

Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246. https://doi.org/10.1037/0033-2909.107.2.238

Bergman, L. M., Nilsson, U., Dahlberg, K., Jaensson, M., & Wångdahl, J. (2023). Validity and reliability of the Swedish versions of the HLS-EU-Q16 and HLS-EU-Q6 questionnaires. BMC Public Health, 23, 724. https://doi.org/10.1186/s12889-023-15519-9

Campos, S., Andrade, J., Santos, E., Figueiredo, I., Martins, V., Matos, E., Cardoso, A. P., & Ferreira, M. (2025). Promoting Local Development and Food Literacy in a Rural Angolan Community. Nutrients, 17(17), 2788. https://doi.org/10.3390/nu17172788

Cruz, B., Sousa, C., & Almeida, C. (2023). Literacia em saúde: Um investimento seguro nas políticas públicas. Lusíadas Scientific Journal, 4(1), 9-15. https://doi.org/10.48687/lsj.147

Dinno, A. (2009). Implementing Horn’s Parallel Analysis for Principal Component Analysis and Factor Analysis. The Stata Journal: Promoting Communications on Statistics and Stata, 9(2), 291-298. https://doi.org/10.1177/1536867X0900900207

Ferreira, M., Santos, E., Andrade, J., Figueiredo, I., Martins, V., & Campos, S. (2025). Influence of the training process on the health literacy of Angolan health promoters. International Journal of Environmental Research and Public Health, 22, 1358. https://doi.org/10.3390/ijerph22091358

Finbråten, H. S., Wilde-Larsson, B., Nordström, G., Pettersen, K. S., Trollvik, A., & Guttersrud, Ø. (2018). Establishing the HLS-Q12 short version of the European health literacy survey questionnaire: Latent trait analyses applying Rasch modelling and confirmatory factor analysis. BMC Health Services Research, 18, 506. https://doi.org/10.1186/s12913-018-3275-7

Kline, R. B. (2011). Principles and practice of structural equation modelling. Guilford Press.

Lim, S., & Jahng, S. (2019). Determining the number of factors using parallel analysis and its recent variants. Psychological Methods, 24(4), 452–467. https://doi.org/10.1037/met0000230

Lorini, C., Lastrucci, V., Mantwill, S., Vettori, V., Bonaccorsi, G., & Florence Health Literacy Research Group. (2019). Measuring health literacy in Italy: A validation study of the HLS-EU-Q16 and of the HLS-EU-Q6 in Italian language, conducted in Florence and its surroundings. Annali dell’Istituto Superiore di Sanità, 55(1), 10–18. https://doi.org/10.4415/ANN_19_01_04

M-POHL. (2019–2021). About the HLS19. https://m-pohl.net/HLS19

Pedro, A., Raposo, B., Luís, L., Amaral, O., Escoval, A., & Simões Dias, S. (2023). Portuguese version of the HLS-EU-Q6 and HLS-EU-Q16 questionnaire: Psychometric properties. International Journal of Environmental Research and Public Health, 20, 2892. https://doi.org/10.3390/ijerph20042892

Pelikan, J. M., Link, T., Straßmayr, C., Waldherr, K., Alfers, T., Bøggild, H., Griebler, R., Lopatina, M., Mikšová, D., Nielsen, M. G., Peer, S., Vrdelja, M., & HLS19 Consortium of the WHO Action Network M-POHL. (2022). Measuring comprehensive, general health literacy in the general adult population: The development and validation of the HLS19-Q12 instrument in seventeen countries. International Journal of Environmental Research and Public Health, 19(21), 14129. https://doi.org/10.3390/ijerph192114129

Pelikan, J. M., Straßmayr, C., & Ganahl, K. (2020). Health literacy measurement in general and other populations: Further initiatives and lessons learned in Europe (and beyond). In G. D. Logan & E. R. Siegel (Eds.), Health literacy in clinical practice and public health: New initiatives and lessons learned at the intersection with other disciplines (pp. 170–191). IOS Press.

Ramos, N. N. V., Fronteira, I., & Martins, M. R. O. (2022). Building a Health Literacy Indicator from Angola Demographic and Health Survey in 2015/2016. International Journal of Environmental Research and Public Health, 19(5), 2882. https://doi.org/10.3390/ijerph19052882

Rouquette, A., Nadot, T., Labitrie, P., Van den Broucke, S., Mancini, J., Rigal, L., & Ringa, V. (2018). Validity and measurement invariance across sex, age, and education level of the French short versions of the European health literacy survey questionnaire. PLoS One, 13(12), e0208091. https://doi.org/10.1371/journal.pone.0208091

Santos e, T. C. B. (2016). Literacia para a saúde no contexto angolano: Contributos para a validação do instrumento de avaliação da literacia para saúde: European Health Literacy Survey (HLS-EU-PT®) [Dissertação de mestrado, Universidade Nova de Lisboa, Escola Nacional de Saúde Pública]. http://hdl.handle.net/10362/20035

Soh, G., & Wamba, A. (2022). Health literacy cross-sectional national survey in Cameroon general population. Central African Journal of Public Health, 8(3), 121–133. https://doi.org/10.11648/j.cajph.20220803.16

Sørensen, K., Pelikan, J. M., Röthlin, F., Ganahl, K., Slonska, Z., Doyle, G., Fullam, J., Kondilis, B., Agrafiotis, D., Uiters, E., Falcon, M., Mensing, M., Tchamov, K., Van den Broucke, S., & Brand, H. (2015). Health literacy in Europe: Comparative results of the European health literacy survey (HLS-EU). European Journal of Public Health, 25(6), 1053–1058. https://doi.org/10.1093/eurpub/ckv043

Sørensen, K., Van den Broucke, S., Fullam, J., Doyle, G., Pelikan, J., Slonska, Z., & Brand, H. (2012). Health literacy and public health: A systematic review and integration of definitions and models. BMC Public Health, 12(1), 80. https://doi.org/10.1186/1471-2458-12-80

von Elm, E., Altman, D. G., Egger, M., Pocock, S. J., Gotzsche, P. C., & Vandenbroucke, J. P. (2007). Strengthening the reporting of observational studies in epidemiology (STROBE) statement: Guidelines for reporting observational studies. BMJ, 335, 806–808. https://doi.org/10.1136/bmj.39335.541782.AD

Watkins, M. W. (2022). A step-by-step guide to exploratory factor analysis with Stata. Routledge.

World Health Organization. (2013). Health literacy: The solid facts (I. Kickbusch, J. M. Pelikan, F. Apfel, & A. D. Tsouros, Eds.). WHO Regional Office for Europe. https://shre.ink/7sdh

World Health Organization. (2018). New action network strengthens health literacy measurement in Europe. WHO Regional Office for Europe. https://shre.ink/7sdG

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Published

2026-06-11

How to Cite

Ferreira, M., Campos, S., Andrade, J., Figueiredo, I., Martins, V., Pereira, A., & Santos, E. (2026). Psychometric properties of the HLS-EU-Q16 questionnaire: application and validation in Angola . Millenium - Journal of Education, Technologies, and Health, 2(23e), e45081. https://doi.org/10.29352/mill0223e.45081

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Section

Life and Healthcare Sciences