Gender differences of health literacy in persons with a migration background: a systematic review and meta-analysis

Objective To investigate gender differences of health literacy in individuals with a migration background. Design Systematic review and meta-analysis. OVID/MEDLINE, PsycINFO and CINAHL were searched in March 2018 and July 2020. Setting Studies had to provide health literacy data for adult women and men with a migration background, collected with a standardised instrument, or report results that demonstrated the collection of such data. Health literacy data were extracted from eligible studies or requested from the respective authors. Using a random-effects model, a meta-analysis was conducted to assess standardised mean differences (SMDs) of health literacy in men and women. Two researchers independently assessed risk of bias for each included study using the Appraisal Tool for Cross-Sectional Studies. Results Twenty-four studies were included in this systematic review. Thereof, 22 studies (8012 female and 5380 male participants) were included in the meta-analyses. In six studies, gender-specific health literacy scores were reported. The authors of additional 15 studies provided their data upon request and for one further study data were available online. Women achieved higher health literacy scores than men: SMD=0.08, 95% CI 0.002 to 0.159, p=0.04, I2=65%. Another 27 studies reported data on female participants only and could not be included due to a lack of comparable studies with male participants only. Authors of 56 other eligible studies were asked for data, but without success. Conclusion Men with a migration background—while being much less frequently examined—may have lower health literacy than women. As heterogeneity between studies was high and the difference became statistically insignificant when excluding studies with a high risk of bias, this result must be interpreted with caution. There is a paucity of research on the social and relational aspects of gender in relation to health literacy among people with a migration background, especially for men. PROSPERO registration number CRD42018085555.

[1]  Mei-Hsien Lee Data analysis with RStudio: An easygoing introduction by FranzKronthaler and SilkeZöllnerBerlin, Germany: Springer‐Verlag GmbH, DE, 2021. pp. 131. , 2021, Biometrics.

[2]  E. Kalbe,et al.  “The system has to be health literate, too” - perspectives among healthcare professionals on health literacy in transcultural treatment settings , 2021, BMC Health Services Research.

[3]  F. Kronthaler,et al.  Data Analysis with RStudio , 2021 .

[4]  G. Abel,et al.  The Future of International Migration: Developing Expert-Based Assumptions for Global Population Projections , 2021, Institut für Demographie - VID.

[5]  E. Castro-Sánchez,et al.  Interventions to Improve Health among Reproductive-Age Women of Low Health Literacy: A Systematic Review , 2020, International journal of environmental research and public health.

[6]  R. Osborne,et al.  ehealth literacy and health literacy among immigrants and their descendants compared with women of Danish origin: a cross-sectional study using a multidimensional approach among pregnant women , 2020, BMJ Open.

[7]  G. Ferns,et al.  Health Literacy in Iranian Women: A Systematic Review and Meta-Analysis , 2020, Iranian journal of public health.

[8]  H. Bøggild,et al.  Associations of health literacy with socioeconomic position, health risk behavior, and health status: a large national population-based survey among Danish adults , 2020, BMC Public Health.

[9]  E. Kalbe,et al.  Gender-Specific Aspects of Health Literacy: Perceptions of Interactions with Migrants among Health Care Providers in Germany , 2020, International journal of environmental research and public health.

[10]  M. Clark,et al.  Limited Ability of Three Health Literacy Screening Items to Identify Adult English- and Spanish-Speaking Emergency Department Patients With Lower Health Literacy. , 2020, Annals of emergency medicine.

[11]  A. Lindqvist,et al.  What is gender, anyway: a review of the options for operationalising gender , 2020, Psychology & Sexuality.

[12]  J. Bottorff,et al.  Men's health literacy: a review and recommendations. , 2019, Health promotion international.

[13]  J. Higgins,et al.  Cochrane Handbook for Systematic Reviews of Interventions , 2010, International Coaching Psychology Review.

[14]  R. Balicer,et al.  Association between cultural factors and readmissions: the mediating effect of hospital discharge practices and care-transition preparedness , 2019, BMJ Quality & Safety.

[15]  A. Weinstein,et al.  Health Literacy, Depression Literacy, and Depression among Older Korean Americans , 2019, Journal of health communication.

[16]  E. Kalbe,et al.  Gender differences in health literacy of migrants: a synthesis of qualitative evidence , 2019, Cochrane Database of Systematic Reviews.

[17]  E. Kalbe,et al.  Interventions for improving health literacy in migrants , 2019, Cochrane Database of Systematic Reviews.

[18]  M. Fernández-Gutiérrez,et al.  Effect of an mHealth Intervention to Improve Health Literacy in Immigrant Populations: A Quasi-experimental Study , 2019, Computers, informatics, nursing : CIN.

[19]  H. Chu,et al.  When continuous outcomes are measured using different scales: guide for meta-analysis and interpretation , 2019, British Medical Journal.

[20]  A. Reimers,et al.  Parental Correlates of Outdoor Play in Boys and Girls Aged 0 to 12—A Systematic Review , 2019, International journal of environmental research and public health.

[21]  K. Stronks,et al.  Health literacy and hypertension outcomes in a multi-ethnic population: the HELIUS study. , 2016, European journal of public health.

[22]  D. Schillinger,et al.  Engaging Diverse English- and Spanish-Speaking Older Adults in Advance Care Planning: The PREPARE Randomized Clinical Trial , 2018, JAMA internal medicine.

[23]  Patterns and Correlates of Internet Use, Cell Phone Use, and Attitudes Toward Patient Portals Among a Predominantly Mexican-American Clinic Population. , 2018, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

[24]  M. Ward,et al.  Migrant health literacy in the European Union: A systematic literature review , 2018, Health Education Journal.

[25]  Sang Min Park,et al.  Health literacy and use of preventive health services among North Korean defectors in the Republic of Korea , 2018, PloS one.

[26]  M. Llorente,et al.  The Psychology of Gender and Health: Conceptual and Applied Global Concerns. M.P. Sanchez-Lopez and R.M. Limina-Gras, Eds. (2017) San Diego, CA: Elsevier, Inc. , 2018 .

[27]  P. Goodson,et al.  Assessing Health Literacy Among Chinese Speakers in the U.S. with Limited English Proficiency , 2018, Health literacy research and practice.

[28]  José Manuel Romero-Sánchez,et al.  Health literacy interventions for immigrant populations: a systematic review , 2017, International nursing review.

[29]  H. Vallianatos,et al.  Postpartum Food Traditions of Bhutanese Refugee Women: a Qualitative Study , 2018 .

[30]  Khadijeh Ahmadzadeh,et al.  Evaluating the Health Literacy Level among Diabetic Patients Referring to Shiraz Health Centers , 2018 .

[31]  B. Gajewski,et al.  Measuring Nutrition Literacy in Spanish-Speaking Latinos: An Exploratory Validation Study , 2018, Journal of Immigrant and Minority Health.

[32]  J. Ussher,et al.  Refugee and migrant women's engagement with sexual and reproductive health care in Australia: A socio-ecological analysis of health care professional perspectives , 2017, PloS one.

[33]  D. Winkler,et al.  Mental health problems of second generation children and adolescents with migration background , 2017, International journal of psychiatry in clinical practice.

[34]  A. Olivárez,et al.  Adult Education and the Health Literacy of Hispanic Immigrants in the United States , 2017 .

[35]  D. Vogt,et al.  Health Literacy in the German Population. , 2017, Deutsches Arzteblatt international.

[36]  J. Manganello,et al.  A life course approach to health literacy: the role of gender, educational attainment and lifetime cognitive capability , 2016, Age and ageing.

[37]  Andreea C. Brabete,et al.  Examining Migrants’ Health From a Gender Perspective , 2017 .

[38]  Carol Griffiths,et al.  Collecting the Data , 2017 .

[39]  Monideepa B. Becerra,et al.  Low Health Literacy among Immigrant Hispanics , 2017, Journal of Racial and Ethnic Health Disparities.

[40]  Andy J. King,et al.  Self-Efficacy, Health Literacy, and Nutrition and Exercise Behaviors in a Low-Income, Hispanic Population , 2017, Journal of Immigrant and Minority Health.

[41]  Rachel S Dean,et al.  Development of a critical appraisal tool to assess the quality of cross-sectional studies (AXIS) , 2016, BMJ Open.

[42]  P. Shekelle,et al.  Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation , 2016, British Medical Journal.

[43]  G. Creighton,et al.  Men’s depression and suicide literacy: a nationally representative Canadian survey , 2016, Journal of mental health.

[44]  M. Paasche-Orlow,et al.  Considerations for a New Definition of Health Literacy , 2016 .

[45]  M. Kirkman,et al.  Qualitative research methods: when to use them and how to judge them. , 2016, Human reproduction.

[46]  R. Calvo Health Literacy and Quality of Care among Latino Immigrants in the United States , 2016 .

[47]  Nabi Fatahi,et al.  Factors Beyond the Language Barrier in Providing Health Care to Immigrant Patients , 2016, Medical archives.

[48]  L. Schiebinger,et al.  Gender Matters in Biological Research and Medical Practice. , 2016, Journal of the American College of Cardiology.

[49]  P. Clark,et al.  Social Ecology of Adherence to Hypertension Treatment in Latino Migrant and Seasonal Farmworkers , 2016, Journal of transcultural nursing : official journal of the Transcultural Nursing Society.

[50]  Madhurima Sarkar,et al.  The Role of Health Literacy in Predicting Multiple Healthcare Outcomes Among Hispanics in a Nationally Representative Sample: A Comparative Analysis by English Proficiency Levels , 2016, Journal of Immigrant and Minority Health.

[51]  Jiwoo Lee,et al.  Gender Differences in Health Literacy Among Korean Adults , 2015, American journal of men's health.

[52]  Stefan Ek,et al.  Gender differences in health information behaviour: a Finnish population-based survey. , 2015, Health promotion international.

[53]  Rachelle Buchbinder,et al.  Distribution of health literacy strengths and weaknesses across socio-demographic groups: a cross-sectional survey using the Health Literacy Questionnaire (HLQ) , 2015, BMC Public Health.

[54]  E. Zabor,et al.  Health literacy, information seeking, and trust in information in Haitians. , 2015, American journal of health behavior.

[55]  Ellen Uiters,et al.  Health literacy in Europe: comparative results of the European health literacy survey (HLS-EU) , 2015, European journal of public health.

[56]  J. Wångdahl,et al.  Measuring health literacy - the Swedish Functional Health Literacy scale. , 2015, Scandinavian journal of caring sciences.

[57]  M. Strube Multiple Determinants and Effect Size , 2015 .

[58]  Brenda O. Fuentes,et al.  The Health Literacy and ESL Study: A Community-Based Intervention for Spanish-Speaking Adults , 2015, Journal of health communication.

[59]  P. Shekelle,et al.  Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation , 2015, BMJ : British Medical Journal.

[60]  Ethnic minority patients not at increased risk of adverse events during hospitalisation in urban hospitals in the Netherlands: results of a prospective observational study , 2014, BMJ Open.

[61]  E. Hahn,et al.  English-Spanish Equivalence of the Health Literacy Assessment Using Talking Touchscreen Technology (Health LiTT) , 2014, Journal of health communication.

[62]  P. Lytsy,et al.  Health literacy among refugees in Sweden – a cross-sectional study , 2014, BMC Public Health.

[63]  Jessica Babineau,et al.  Product Review: Covidence (Systematic Review Software) , 2014 .

[64]  Tim Evans,et al.  Applying an equity lens to interventions: using PROGRESS ensures consideration of socially stratifying factors to illuminate inequities in health. , 2014, Journal of clinical epidemiology.

[65]  Gerardine Doyle,et al.  Measuring health literacy in populations: illuminating the design and development process of the European Health Literacy Survey Questionnaire (HLS-EU-Q) , 2013, BMC Public Health.

[66]  M. Paasche-Orlow,et al.  The impact of functional health literacy and acculturation on the oral health status of Somali refugees living in Massachusetts. , 2013, American journal of public health.

[67]  D. Chinn,et al.  All Aspects of Health Literacy Scale (AAHLS): developing a tool to measure functional, communicative and critical health literacy in primary healthcare settings. , 2013, Patient education and counseling.

[68]  S. Kang,et al.  Development of the short form of the Korean Health Literacy Scale for the elderly. , 2009, Research in nursing & health.

[69]  B. Ersöz,et al.  Depressive symptoms in first-and second-generation migrants: A cross-sectional study of a multi-ethnic working population , 2012, The International journal of social psychiatry.

[70]  J. Brice,et al.  The relationship between functional health literacy and adherence to emergency department discharge instructions among Spanish-speaking patients. , 2012, Journal of the National Medical Association.

[71]  Randall E. Basham,et al.  Inadequate Health Literacy among Elderly Immigrants: Characteristics, Contributing, and Service Utilization Factors , 2012 .

[72]  A. Hammarström,et al.  A Conceptual Muddle: An Empirical Analysis of the Use of ‘Sex’ and ‘Gender’ in ‘Gender-Specific Medicine’ Journals , 2012, PloS one.

[73]  D. Moher,et al.  The nuts and bolts of PROSPERO: an international prospective register of systematic reviews , 2012, Systematic Reviews.

[74]  Gerardine Doyle,et al.  Health literacy and public health: A systematic review and integration of definitions and models , 2012, BMC Public Health.

[75]  D. Griffith An International Psychology of Men: Theoretical Advances, Case Studies, and Clinical Innovations , 2011 .

[76]  E. Hahn,et al.  Health Literacy Assessment Using Talking Touchscreen Technology (Health LiTT): A New Item Response Theory-Based Measure of Health Literacy , 2011, Journal of health communication.

[77]  S. Phillips Including Gender in Public Health Research , 2011, Public health reports.

[78]  Kristian Thorlund,et al.  Pooling health‐related quality of life outcomes in meta‐analysis—a tutorial and review of methods for enhancing interpretability , 2011, Research synthesis methods.

[79]  Stacey L. Sheridan,et al.  Low Health Literacy and Health Outcomes: An Updated Systematic Review , 2011, Annals of Internal Medicine.

[80]  A. Peerson,et al.  Men’s Health Literacy in Australia: In Search of a Gender Lens , 2011 .

[81]  L. Ricciardelli,et al.  Role of masculinity and femininity in the development and maintenance of health risk behaviors , 2011 .

[82]  Katja Jasinskaja,et al.  Elaboration and Explanation ⋆ , 2011 .

[83]  S. Lee,et al.  Short Assessment of Health Literacy-Spanish and English: a comparable test of health literacy for Spanish and English speakers. , 2010, Health services research.

[84]  D. Walter,et al.  Health Literacy and immigrants in Canada: Determinants and effects on health outcomes , 2010 .

[85]  S. Wieser,et al.  The costs of limited health literacy: a systematic review , 2009, International Journal of Public Health.

[86]  S. Kang,et al.  Testing health literacy skills in older Korean adults. , 2009, Patient education and counseling.

[87]  K. Viswanath,et al.  The Social Context of Interpersonal Communication and Health , 2009, Journal of health communication.

[88]  G. Livingston Hispanics, health insurance and health care access. , 2009 .

[89]  D. Nutbeam The evolving concept of health literacy. , 2008, Social science & medicine.

[90]  Douglas G. Altman,et al.  Chapter 9: Analysing Data and Undertaking Meta-Analyses , 2008 .

[91]  J. Vaupel,et al.  Men: good health and high mortality. Sex differences in health and aging , 2008, Aging clinical and experimental research.

[92]  M. Zunzunegui,et al.  The contribution of a gender perspective to the understanding of migrants’ health , 2007, Journal of Epidemiology & Community Health.

[93]  M. Wolf,et al.  The causal pathways linking health literacy to health outcomes. , 2007, American journal of health behavior.

[94]  Mark V. Williams,et al.  Test of Functional Health Literacy in Adults , 2016 .

[95]  M. Wolf,et al.  Literacy, race, and PSA level among low-income men newly diagnosed with prostate cancer. , 2006, Urology.

[96]  J. Shea,et al.  Performance of the English and Spanish S-TOFHLA among publicly insured Medicaid and Medicare patients. , 2005, Patient education and counseling.

[97]  E. Boyko,et al.  Brief questions to identify patients with inadequate health literacy. , 2004, Family medicine.

[98]  Junling Ren,et al.  Functional health literacy and the risk of hospital admission among Medicare managed care enrollees. , 2002, American journal of public health.

[99]  S. Thompson,et al.  Quantifying heterogeneity in a meta‐analysis , 2002, Statistics in medicine.

[100]  W. Courtenay Constructions of masculinity and their influence on men's well-being: a theory of gender and health. , 2000, Social science & medicine.

[101]  Y. Benyamini,et al.  Gender Differences in Processing Information for Making Self-Assessments of Health , 2000, Psychosomatic medicine.

[102]  J. Bowman,et al.  Can compliance with nonpharmacologic treatments for cardiovascular disease be improved? , 2000, American journal of preventive medicine.

[103]  D. Baker,et al.  Development of a brief test to measure functional health literacy. , 1999, Patient education and counseling.

[104]  D. Sackett,et al.  Cochrane Collaboration , 1994, BMJ.

[105]  Peggy W. Murphy,et al.  Rapid Estimate of Adult Literacy in Medicine (REALM): A Quick Reading Test for Patients. , 1993 .

[106]  Robert P. Abelson,et al.  A Variance Explanation Paradox : When a Little is a Lot , 1985 .

[107]  Larry V. Hedges,et al.  A random effects model for effect sizes , 1983 .