Health literacy measurement: embracing diversity in a strengths-based approach to promote health and equity, and avoid epistemic injustice

Measuring health literacy to inform actions to address health inequities: a cluster analysis approach based on the Australian national health literacy survey

BACKGROUND

Measuring health literacy can inform interventions to address health inequities. This study used cluster analysis to examine health literacy data to determine if it can provide more insightful information than standard descriptive analysis to better inform intervention development.

METHODS

Using data from the Australian National Health Survey (2018), this study compared descriptive analysis and cluster analysis results of two states-New South Wales (NSW) and Victoria-generated from the Health Literacy Questionnaire (HLQ). Based on the nine scale scores of the HLQ, a hierarchical cluster analysis using Ward's method for linkage was undertaken.

RESULTS

The number of NSW and Victoria respondents was 1018 and 923, respectively. The nine HLQ scale full sample mean scores from both states were similar. However, the cluster analyses identified 11 clusters for NSW and 12 clusters for Victoria. While six clusters from each state presented similar health literacy patterns, five and six clusters from NSW and Victoria, respectively, displayed unique health literacy patterns.

CONCLUSIONS

The results demonstrate that descriptive analysis only provides an overview and may lead to one-size-fits-all interventions. The varying health literacy patterns among subgroups resulting from the cluster analysis pave the way to inform tailored actions to improve health equity.

Health literacy and non-communicable disease knowledge of pregnant women and mothers in Tasmania: Qualitative exploration

ISSUE ADDRESSED

The World Health Organisation is prioritising health literacy development to address the growing burden of non-communicable diseases (NCDs). Empowering pregnant women and mothers through health literacy development may help to reduce the intergenerational impact of NCDs. However, significant gaps exist in understanding the health literacy needs of this priority population globally.

METHODS

This study aimed to qualitatively explore the health literacy strengths and challenges as well as NCDs knowledge and beliefs of pregnant women and mothers with young children (0-8 years) in Tasmania. Data were collected online using in-depth semi-structured interviews and analysed inductively using reflexive thematic analysis.

RESULTS

Twenty women (mean age 35.5 years, standard deviation 5.13) participated. Four parent themes were generated from the data: perceived knowledge and awareness of NCDs and their causative factors; social determinants of health and the surrounding environment; social networks and peer support as health navigator; and trust in health services and social connections. These themes highlighted diverse factors that influenced the participant's access and use of health information and services and their engagement in healthy lifestyle practices and active health management.

CONCLUSION

Participants demonstrated good knowledge and awareness about NCDs and associated risk factors but experienced numerous health literacy strengths and challenges which influenced their access to health care and engagement in healthy lifestyle practices.

SO WHAT

This study highlights the need to address the diverse health literacy needs of pregnant women and mothers through codesigning locally informed health literacy development strategies combined with the creation of enabling service environments to reduce the growing burden of NCDs.

Developing critical HIV health literacy: insights from interviews with priority migrant communities in Queensland, Australia

In Australia, surveillance data establish that there are higher rates of late HIV diagnoses among heterosexual migrants from Sub-Saharan Africa and new HIV diagnoses among gay and bisexual men (GBM) from Southeast and Northeast Asia and Latin America. Together, these groups are identified as priority migrant communities in current efforts to eliminate HIV transmissions. HIV health literacy is recognised as a key means of improving access to services and health outcomes. This qualitative paper explores critical HIV health literacy among priority migrant communities in Queensland, Australia. To foreground community voices, peer researchers from priority migrant communities participated in the project design, data collection and analysis, with 20 interviews completed. The findings demonstrate how participants' engagement with HIV health information and services is highly relational and situated within the framework of sexual health and wellbeing. Participants strategically selected where to seek information and who they trusted to help them appraise this information. They further demonstrated reflective capacities in identifying the contextual barriers that inhibit the development of their HIV health literacy. The findings highlight the need for HIV health promotion strategies that embrace a sex positive approach, promote cultural change, and involve collaboration with general practitioners (GPs).

Normalising participatory health research approaches in the WHO European region for refugee and migrant health: a paradigm shift

While people's involvement in health research is increasingly the encouraged norm in many countries, the involvement of refugees and migrants in research about their health is rare. Here, we call for a paradigm shift in the field of refugee and migrant health to make participatory health research routine, i.e. normalised. To disrupt 'business as usual', we synthesise evidence about meaningful research partnerships and features of inclusive participatory spaces. We present examples of decolonial, culturally attuned methods that can be used to reimagine and reinvigorate research practice because they encourage critical reflexivity and power-sharing: arts-based research using music and singing, participatory learning and action research, Photovoice and co-design (ideas generation) workshops. We consider the consequences of not making this paradigm shift. We conclude with recommendations for specific structural and policy changes and empirical research questions that are needed to inform the normalisation of participatory health research in this field.

Effectiveness of a health communication intervention on health literacy in the first year following kidney transplantation - A randomized controlled study

OBJECTIVE

This study aimed to evaluate the effect of a new health communication intervention focusing on knowledge management skills on health literacy and medication adherence during the first year following kidney transplantation.

METHODS

We randomized 195 patients during 2020-2021, to either intervention- or control group. Questionnaires were completed at baseline and at 12 months post-transplantation with a 12-month response rate of 84%. Health literacy was measured by the multidimensional Health Literacy Questionnaire (HLQ) instrument. Medication adherence was measured by the self-reported questionnaire (BAASIS©).

RESULTS

Results showed that the intervention group had a significant increase in 2 HLQ domains compared to the control group capturing the "ability to appraise health information" Domain 5, (p-value = 0.002) and the "ability to navigate the healthcare system" Domain 7, (p-value <0.04). The effect sizes of SRM were 0.49 (Domain 5) and 0.33 (Domain 7). Medication adherence was comparable in the groups at any measure points.

CONCLUSIONS

This study contributes to important knowledge about how a health communication intervention focusing on knowledge translation using motivational interviewing techniques positively strengthens health literacy in kidney transplant recipients.

PRACTICAL IMPLICATIONS

Current patient education practice may benefit from focusing on knowledge translation in combination with motivational interview technique.

Health literacy profiles of pregnant women and mothers in Tasmania: A cluster analysis

ISSUE ADDRESSED

Health literacy development can help to reduce the growing noncommunicable disease burden globally. However, less is known about the health literacy needs of pregnant women and mothers necessary to guide health literacy development in this priority population group. To enhance the understanding of the health literacy needs of pregnant women and mothers, this study aimed to develop data-informed health literacy profiles of pregnant women and mothers with children (0-8 years) in Tasmania, as well as data-informed vignettes describing the health literacy needs of women in the different health literacy profiles.

METHODS

An online cross-sectional survey was undertaken. The survey included demographic questions and the health literacy questionnaire (HLQ). The data were analysed using a cluster analysis to identify subgroups with varying health literacy needs. The clusters, in conjunction with demographic characteristics, were used to generate data-informed vignettes representing various health literacy profiles.

RESULTS

The cluster analysis generated seven health literacy profiles and five vignettes representing diverse health literacy needs of pregnant women and mothers in Tasmania. Each vignette tells a data-informed story of women in Tasmania experiencing diverse health literacy strengths and challenges influencing their access and use of health information and health services. This allowed deeper exploration of the health literacy needs of the subgroups within the target population.

CONCLUSION

A better understanding of the health literacy needs of pregnant women and mothers can provide policymakers and health care providers with the key insights needed to guide the planning and development of fit-for-purpose solutions. This understanding can also guide the tailoring of existing health and community services, to create a health literacy-responsive environment that is more likely to meet the diverse health needs of pregnant women and mothers.

SO WHAT

We must shift away from a 'one size fits all' approach and promote the development of a health literacy-responsive environment to improve health and equity outcomes for pregnant women and mothers in Tasmania.

Using co-design to develop the Adolescent Health Literacy Questionnaire for adolescents in Ireland

Health literacy measurement studies are important for the success of health promotion efforts targeting adolescents. However, the majority of health literacy measurement tools were originally developed for adult populations and may not be reflective of health literacy in the context of adolescence. The present study sought to co-design a health literacy questionnaire and vignettes for adolescents in Ireland aged 12-18 years. This article describes the qualitative phase of the study. In 2019-2021, eight adolescents from the Irish Heart Foundation's Youth Advisory Panel participated in two concept mapping workshops during which they defined healthy living. Results of the thematic analysis indicated that adolescents defined 'healthy living' as a life that was balanced, prioritizing mental health and sleep. According to their definition, healthy living was comprised of six main constructs, namely, knowledge; sources of quality health information; facilitators and barriers; influence of others; self-efficacy, self-management and resilience; and citizenship and communication. These constructs were used to develop vignettes and items for the Adolescent Health Literacy Questionnaire (AHLQ). These were tested on a sample of 80 adolescents to check whether the respondents understood the items and vignettes as intended. Results of the nine cognitive interviews indicated that the adolescents understood the content of the 10 vignettes and 41 items. While the vignettes and AHLQ were developed with Irish adolescents, the approaches taken can be generalized to adolescents living in other countries. This will allow for the development of tailored and relevant solutions for health literacy development and health promotion for this sub-population.

Unpacking the Public Health Triad of Social Inequality in Health, Health Literacy, and Quality of Life-A Scoping Review of Research Characteristics

Social inequalities in health, health literacy, and quality of life serve as distinct public health indicators, but it remains unclear how and to what extent they are applied and combined in the literature. Thus, the characteristics of the research have yet to be established, and we aim to identify and describe the characteristics of research that intersects social inequality in health, health literacy, and quality of life. We conducted a scoping review with systematic searches in ten databases. Studies applying any design in any population were eligible if social inequality in health, health literacy, and quality of life were combined. Citations were independently screened using Covidence. The search yielded 4111 citations, with 73 eligible reports. The reviewed research was mostly quantitative and aimed at patient populations in a community setting, with a scarcity of reports specifically defining and assessing social inequality in health, health literacy, and quality of life, and with only 2/73 citations providing a definition for all three. The published research combining social inequality in health, health literacy, and quality of life is heterogeneous regarding research designs, populations, contexts, and geography, where social inequality appears as a contextualizing variable.

eHealth literacy among hospital health care providers: a systematic review

BACKGROUND

eHealth literacy is a key concept in the implementation of eHealth resources. However, most eHealth literacy definitions and frameworks are designed from the perceptive of the individual receiving eHealth care, which do not include health care providers' eHealth literacy or acceptance of delivering eHealth resources.

AIMS

To identify existing research on eHealth literacy domains and measurements and identify eHealth literacy scores and associated factors among hospital health care providers.

METHODS

This systematic review was reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 checklist. A systematic literature search was conducted in MEDLINE, Cinahl, Embase, Scopus, PEDro, AMED and Web of Science. Quantitative studies assessing eHealth literacy with original research, targeting hospital health care providers were included. Three eHealth literacy domains based on the eHealth literacy framework were defined a priori; (1) Individual eHealth literacy, (2) Interaction with the eHealth system, and (3) Access to the system. Pairs of authors independently assessed eligibility, appraised methodological quality and extracted data.

RESULTS

Fourteen publications, of which twelve publications were conducted in non-Western countries, were included. In total, 3,666 health care providers within eleven different professions were included, with nurses being the largest group. Nine of the included studies used the eHealth literacy scale (eHEALS) to measure eHealth literacy, representing the domain of individual eHealth literacy. A minority of the studies covered domains such as interaction with the eHealth system and access to the system. The mean eHEALS score in the studies ranged from 27.8 to 31.7 (8-40), indicating a higher eHealth literacy. One study reported desirable eHealth literacy based on the Digital Health Literacy Instrument. Another study reported a relatively high score on the Staff eHealth literacy questionnaire. eHealth literacy was associated with socio-demographic factors, experience of technology, health behaviour and work-related factors.

CONCLUSIONS

Health care providers have good individual eHealth literacy. However, more research is needed on the eHealth literacy domains dependent on interaction with the eHealth system and access to the system. Furthermore, most studies were conducted in Eastern and Central-Africa, and more research is thus needed in a Western context.

TRIAL REGISTRATION

PROSPERO International Prospective Register of Systematic Reviews (CRD42022363039).

Health literacy strengths and challenges of people in New South Wales prisons: a cross-sectional survey using the Health Literacy Questionnaire (HLQ)

BACKGROUND

Health literacy is an important factor for enabling people to manage their health and live long fulfilling lives. People in prison are frequently from marginalised communities, often out of reach of conventional community based health organisations, and have poorer health outcomes. It is essential to understanding the health literacy profiles of people in prison, and its contribution to the well-established health inequities and outcomes of this population. This study aimed to use a multi-dimensional health literacy measurement tool to describe the strengths and challenges of adults incarcerated in NSW prisons.

METHODS

A cross-sectional survey was conducted for people in prison across 14 publicly operated metropolitan prisons. Data were collected from 471 participants using the Health Literacy Questionnaire (HLQ). Participant characteristics and health conditions were also collected. Data were analysed using descriptive statistics. Effect sizes (ES) for standardised differences in means were used to describe the magnitude of difference between participant characteristic groups.

RESULTS

Participants' median age was 38.0 (range 19 - 91) years. Males comprised 81% of the sample, 21% identified as Aboriginal and/or Torres Strait Islander, and 53% reported a health problem. People in prison had lower scores for all nine HLQ scales when compared to the general Australian population. Small to medium ES were seen for mean differences between most demographic groups. Compared to males, females had lower scores for several of the HLQ scales including 'having sufficient information to manage health' (ES 0.30 [95% Confidence Interval (CI) 0.07, 0.53]), 'ability to actively engage with health care professionals' (ES 0.30 [95% CI 0.06, 0.53]), 'navigating the healthcare system' (ES 0.30 [95% CI 0.06, 0.53]), and, 'ability to find good health information' (ES 0.33 [95% CI 0.10, 0.57]). Differing health literacy scale scores with small to medium ES were found when comparing participants by legal status. Mainly small ES were seen when comparing other participant characteristic groups.

CONCLUSIONS

This study provides insights into the health literacy strengths and challenges for people in NSW prisons. These findings highlight the important role health literacy could have in addressing health disparities in this vulnerable population and can inform prison health services.

Translation, cultural adaptation and validity assessment of the Dutch version of the eHealth Literacy Questionnaire: a mixed-method approach

BACKGROUND

The digitalization of healthcare requires users to have sufficient competence in using digital health technologies. In the Netherlands, as well as in other countries, there is a need for a comprehensive, person-centered assessment of eHealth literacy to understand and address eHealth literacy related needs, to improve equitable uptake and use of digital health technologies.

OBJECTIVE

We aimed to translate and culturally adapt the original eHealth Literacy Questionnaire (eHLQ) to Dutch and to collect initial validity evidence.

METHODS

The eHLQ was translated using a systematic approach with forward translation, an item intent matrix, back translation, and consensus meetings with the developer. A validity-driven and multi-study approach was used to collect validity evidence on 1) test content, 2) response processes and 3) internal structure. Cognitive interviews (n = 14) were held to assess test content and response processes (Study 1). A pre-final eHLQ version was completed by 1650 people participating in an eHealth study (Study 2). A seven-factor Confirmatory Factor Analysis (CFA) model was fitted to the data to assess the internal structure of the eHLQ. Invariance testing was performed across gender, age, education and current diagnosis.

RESULTS

Cognitive interviews showed some problems in wording, phrasing and resonance with individual's world views. CFA demonstrated an equivalent internal structure to the hypothesized (original) eHLQ with acceptable fit indices. All items loaded substantially on their corresponding latent factors (range 0.51-0.81). The model was partially metric invariant across all subgroups. Comparison of scores between groups showed that people who were younger, higher educated and who had a current diagnosis generally scored higher across domains, however effect sizes were small. Data from both studies were triangulated, resulting in minor refinements to eight items and recommendations on use, score interpretation and reporting.

CONCLUSION

The Dutch version of the eHLQ showed strong properties for assessing eHealth literacy in the Dutch context. While ongoing collection of validity evidence is recommended, the evidence presented indicate that the eHLQ can be used by researchers, eHealth developers and policy makers to identify eHealth literacy needs and inform the development of eHealth interventions to ensure that people with limited digital access and skills are not left behind.

Perceptions of health and coping strategies among temporary migrant workers in East and Southeast Asia: a systematic review

BACKGROUND

The rate of international migration for the primary purpose of employment has increased exponentially in recent decades. A significant proportion of this global movement takes place across East and Southeast Asia as workers move on a temporary basis from lower-middle-income home countries such as Indonesia, the Philippines, Thailand and Vietnam to high-income host destinations including Hong Kong and Singapore. Relatively little is known about the unique and long-term health needs of this heterogeneous group of people. This systematic review presents an analysis of recent research into the experiences and perceptions of health of temporary migrant workers in the East and Southeast Asian regions.

METHODS

Five electronic databases CINAHL Complete (via EbscoHost), EMBASE (including Medline), PsycINFO (via ProQuest), PubMed and Web of Science, were systematically searched for qualitative or mixed methods, peer-reviewed literature published in print or online between January 2010 and December 2020. Quality of the studies was assessed using the Critical Appraisal Checklist for Qualitative Research published by the Joanna Briggs Institute. Findings from the included articles were extracted and synthesised using qualitative thematic analysis.

RESULTS

Eight articles were included in the review. Findings from this review indicate that multiple dimensions of workers' health is impacted by the processes of temporary migration. In addition, the research reviewed indicated that migrant workers used various strategies and mechanisms to attempt to address their health-related issues and to take better care of themselves. Such agentic practices could help them manage and maintain their health and wellbeing across physical, psychological and spiritual dimensions within the structural constraints of their employment.

CONCLUSIONS

Limited published research has focused on the health perceptions and needs of temporary migrant workers in East and Southeast Asia. The studies included in this review focused on female migrant domestic workers in Hong Kong, Singapore, and the Philippines. These studies provide valuable insights but do not reflect the heterogeneity of migrants moving within these regions. The findings of this systematic review highlight that temporary migrant workers experience high and sustained levels of stress and are exposed to certain health risks which may compromise long-term health outcomes. These workers demonstrate knowledge and skills in managing their own health. This suggests that strength-based approaches to health promotion interventions may be effective in optimising their health over time. These findings are relevant to policy makers and non-government organisations supporting migrant workers.

Application of the optimizing health literacy and access (Ophelia) process in partnership with a refugee community in Australia: Study protocol

Refugees experience health inequities resulting from multiple barriers and difficulties in accessing and engaging with services. A health literacy development approach can be used to understand health literacy strengths, needs, and preferences to build equitable access to services and information. This protocol details an adaptation of the Ophelia (Optimizing Health Literacy and Access) process to ensure authentic engagement of all stakeholders to generate culturally appropriate, needed, wanted and implementable multisectoral solutions among a former refugee community in Melbourne, Australia. The Health Literacy Questionnaire (HLQ), widely applied around the world in different population groups, including refugees, is usually the quantitative needs assessment tool of the Ophelia process. This protocol outlines an approach tailored to the context, literacy, and health literacy needs of former refugees. This project will engage a refugee settlement agency and a former refugee community (Karen people origin from Myanmar also formerly knowns as Burma) in codesign from inception. A needs assessment will identify health literacy strengths, needs, and preferences, basic demographic data and service engagement of the Karen community. This community will be engaged and interviewed using a semi-structured interview based on the Conversational Health Literacy and Assessment Tool (CHAT) will cover supportive professional and personal relationships, health behaviors, access to health information, use of health services, and health promotion barriers and support. Using the needs assessment data, vignettes portraying typical individuals from this community will be developed. Stakeholders will be invited to participate in ideas generation and prioritization workshops for in-depth discussion on what works well and not well for the community. Contextually and culturally appropriate and meaningful action ideas will be co-designed to respond to identified health literacy strengths, needs, and preferences of the community. This protocol will develop and test new and improved methods that are likely to be useful for community-based organizations and health services to systematically understand and improve communication, services and outcomes among disadvantaged groups, particularly migrants and refugees.

Health literacy strengths and challenges among residents of a resource-poor village in rural India: Epidemiological and cluster analyses

Cluster analysis can complement and extend the information learned through epidemiological analysis. The aim of this study was to determine the relative merits of these two data analysis methods for describing the multidimensional health literacy strengths and challenges in a resource poor rural community in northern India. A cross-sectional survey (N = 510) using the Health Literacy Questionnaire (HLQ) was undertaken. Descriptive epidemiology included mean scores and effect sizes among sociodemographic characteristics. Cluster analysis was based on the nine HLQ scales to determine different health literacy profiles within the population. Participants reported highest mean scores for Scale 4. Social support for health (2.88) and Scale 6. Ability to actively engage with healthcare professionals (3.66). Lower scores were reported for Scale 3. Actively managing my health (1.81) and Scale 8. Ability to find good health information (2.65). Younger people (<35 years) had much higher scores than older people (ES >1.0) for social support. Eight clusters were identified. In Cluster A, educated younger men (mean age 27 years) reported higher scores on all scales except one (Scale 1. Feeling understood and supported by a healthcare professional) and were the cluster with the highest number (43%) of new hypertension diagnoses. In contrast, Cluster H also had young participants (mean age 30 years) but with low education (72% illiterate) who scored lowest across all nine scales. While epidemiological analysis provided overall health literacy scores and associations between health literacy and other characteristics, cluster analysis provided nuanced health literacy profiles with the potential to inform development of solutions tailored to the needs of specific population subgroups.

Health literacy development is central to the prevention and control of non-communicable diseases

The WHO's report Health literacy development for the prevention and control of non-communicable diseases (NCDs) delivers practical what-to-do how-to-do guidance for health literacy development to build, at scale, contextually-relevant public health actions to reduce inequity and the burden of NCDs on individuals, health systems and economies. The key premise for health literacy development is that people's health awareness and behaviours are linked to lifelong experiences and social practices, which may be multilayered, hidden and beyond their control. Meaningful community engagement, local ownership and locally driven actions are needed to identify health literacy strengths, challenges and preferences to build locally fit-for-purpose and implementable actions. Health literacy development needs to underpin local and national policy, laws and regulations to create enabling environments that reduce community exposures to NCD risk factors. Deficit approaches and siloed health system and policy responses need to be avoided, focusing instead on integrating community-based solutions through co-design, cognisant of people's daily experiences and social practices.

The Association of Health Literacy with Intention to Vaccinate and Vaccination Status: A Systematic Review

Despite health literacy (HL) being recognized as a driver of health-promoting behavior, its influence on the vaccination decision-making process remains unclear. This study summarized current evidence on the association between HL and both intention to vaccinate and vaccination status. We searched PubMed, Scopus, and Web of Science, retrieving observational studies published until January 2022 that used HL-validated tools to investigate the above associations for any vaccine. Quality was assessed using the Newcastle-Ottawa scale. Twenty-one articles were included; of these, six investigated the intention to vaccinate and the remainder vaccination status. Articles on intention looked at SARS-CoV-2 vaccination using heterogeneous HL tools and were of high/fair quality. Vaccination status, mainly for influenza or pneumococcal vaccines, was explored using various HL tools; the quality was generally high. We found inconsistent results across and within vaccine types, with no clear conclusion for either vaccination intention or status. A weak but positive association was reported between a high HL level and influenza vaccination uptake for individuals aged more than 65 years. HL did not seem to significantly influence behavior towards vaccination. Differences in the methods used might explain these results. Further research is needed to investigate the role of HL in the vaccination decision-making process.

From Project-Based Health Literacy Data and Measurement to an Integrated System of Analytics and Insights: Enhancing Data-Driven Value Creation in Health-Literate Organizations

Health literacy measurement is important to improve equity, health and well-being as part of health system transformation. However, health literacy data of good quality are often lacking or difficult to access for decision-makers. To better inform policy, research and practice, this paper discusses how to move from project-based health literacy data and measurement to an integrated system of analytics and insights enhancing data-driven value creation in health-literate organizations. There is a need for the development of health literacy data pipelines, data dashboards, and data governance mechanisms which are timely and trustworthy. Investing in health literacy data analytics and data governance can pave the way for the integration of health literacy as an acknowledged global health indicator in large-scale surveys, ventures, and daily business. Leadership and management buy-in are needed to steer the process. Lessons learned from decades of measurement research combined with strategic implementation of systematic use of health literacy monitoring may accelerate the progress.