Use of Item Response Models in Assessing the Health Literacy Facet Understanding Health Information for Early Childhood Allergy Prevention and Prevention of COVID-19 Infections by Pregnant Women and Mothers of Infants
Abstract
Abstract. Appropriate parental health literacy (HL) is essential to preventively maintain and promote child health. Understanding health information is assumed to be fundamental in HL models. We developed N = 67 items (multiple-choice format) based on information materials on early childhood allergy prevention (ECAP) and prevention of COVID-19 infections to assess the parental HL facet Understand. N = 343 pregnant women and mothers of infants completed the items in an online assessment. Using exploratory factor analysis for ordinal data (RML estimation) and item response models (1-pl and 2-pl model), we proved the psychometric homogeneity of the item pool. 57 items assess the latent dimension Understand according to the assumptions of the 1-pl model (weighted MNSQ < 1.2; separation reliability = .855). Person parameters of the latent trait Understand correlate specifically with subjective socioeconomic status (r = .27), school graduation (r = .46), allergy status (r = .11), and already infected with COVID-19 (r = .12). The calibrated item pool provides a psychometrically sound, construct-valid assessment of the HL facet Understand Health Information in the areas of ECAP and prevention of COVID-19 infections.
Zusammenfassung. Hinreichende elterliche Gesundheitskompetenz (GK) ist wesentlich, um die Gesundheit des Kindes erhalten und präventiv fördern zu können. Dem angemessenen Verstehen von Gesundheitsinformationen kommt in GK-Modellen eine grundlegende Funktion zu. Für die beiden Anwendungsgebiete frühkindliche Allergieprävention (FKAP) und Prävention von COVID-19 Infektionen wurden N = 67 Testitems auf Basis von Informationsmaterialien entwickelt. N = 343 Schwangere und Mütter von Kleinkindern bearbeiteten die Items in einer Online-Testung. 57 Testitems erfassen die latente Dimension Verstehen gemäß des 1-pl Item Response Modells (Weighted MNSQ < 1,2; Separations-Reliabilität = .874). Die Personenparameter der latent trait Verstehen von Gesundheitsinformationen korrelieren u. a. mit dem subjektiven sozioökonomischen Status (r = .27), dem Schulabschluss (r = .46), dem Allergiestatus (r = .11) und bereits erfolgter COVID-19-Infektion (r = .12) der Frauen. Die kalibrierte Itemgruppe erlaubt eine psychometrisch fundierte, konstruktvalide Erfassung der GK-Facette Verstehen von Gesundheitsinformation in den Anwendungsgebieten FKAP und Prävention von COVID-19-Infektionen.
Literatur
2020). ACER ConQuest: Generalised item response modelling software [Computer software], Version 5. Australian Council for Educational Research.
(2007). Integrating literacy, culture, and language to improve healthcare quality for diverse populations. American Journal of Health Behavior, 31(Suppl 1), 122 – 133. https://doi.org/10.5555/ajhb.2007.31.supp.S122
(2017). Parental Health Literacy and Outcomes of Childhood Nephrotic Syndrome. Pediatrics, 139 (3),
(e20161961 . https://doi.org/10.1542/peds.2016-19612021). Bund-Länder Demografieportal: Schulabschluss der Bevölkerung nach Alter und Geschlecht, 2020 [Federal-State Demography Portal: Graduation of the population by age and gender]. Retrieved from www.demografie-portal.de/DE/Fakten/schulabschluss.html
(2002). Model selection and multimodel inference: A practical information-theoretic approach. Springer.
(2002).
(Item response theory (IRT): Applications in quality of life measurement, analysis and interpretation . In M. MesbahB. F. ColeM. T. Lee (Eds.), Statistical methods for quality of life studies (pp. 169 – 185). Springer. https://doi.org/10.1007/978-1-4757-3625-0_142010). Initial item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS) network: 2005 – 2008. Journal of Clinical Epidemiology, 63, 1179 – 1194. https://doi.org/10.1016/j.jclinepi.2010.04.011
(2020). Parenting in a time of COVID-19. The Lancet, 395, 10,231), e64 https://doi.org/10.1016/S0140-6736(20)30736-4
(2009). Health literacy and child health outcomes: A systematic review of the literature. Pediatrics, 124 (3), 265 – 274. https://doi.org/10.1542/peds.2009-1162B
(2015). Internet, phone, mail, and mixed-mode surveys: The tailored design method (4th ed.). Wiley.
(2021).
(Modellierung und Messung elterlicher Gesundheitskompetenz im Bereich frühkindlicher Allergieprävention [Modeling and measuring parental health literacy in early childhood allergy prevention ]. In K. RathmannK. DadaczynskiO. OkanM. Messer (Eds.), Gesundheitskompetenz (pp. 1 – 11). Springer. https://doi.org/10.1007/978-3-662-62800-3_139-12014). Testtheorie und Testkonstruktion [
(Test theory and test construction ]. Hogrefe.2006). PISA 2006 Skalenhandbuch [
(PISA 2006 scale manual ]. Waxmann.1977). Maximum likelihood approaches to variance component estimation and to related problems. Journal of the American Statistical Association, 72 (358), 320 – 338. https://doi.org/10.2307/2286796
(2014). Health literacy measurement: An inventory and descriptive summary of 51 instruments. Journal of Health Communication, 19 (2), 302 – 333. https://doi.org/10.1080/10810730.2014.936571
(2015). Messung des subjektiven sozialen Status in der Gesundheitsforschung mit einer deutschen Version der MacArthur Scale [Measuring subjective social status in health research with a German version of the MacArthur Scale]. Bundesgesundheitsblatt – Gesundheitsforschung – Gesundheitsschutz, 58, 749 – 757. https://doi.org/10.1007/s00103-015-2166-x
(2008).
(The concept of competence in educational contexts . In J. HartigE. KliemeD. Leutner (Eds.), Assessment of competencies in educational contexts: State of the art and future prospects (pp. 3 – 22). Hogrefe.2014). Test equating, scaling, and linking: Methods and practices. Statistics for social and behavioral sciences (3rd ed.). Springer.
(2010). Parental understanding of infant health information: Health literacy, numeracy, and the Parental Health Literacy Activities Test (PHLAT). Academic Pediatrics, 10 (5), 309 – 316. https://doi.org/10.1016/j.acap.2010.06.007
(2015). The many health literacies: Advancing research or fragmentation? Health Communication, 30(12), 11611165. https://doi.org/10.1080/10410236.2015.1037422
(1995). Validity of psychological assessment: Validation of inferences from persons’ responses and performances as scientific inquiry into score meaning. American Psychologist, 50, 741 – 749. https://doi.org/10.1037/0003-066X.50.9.741
(2014). Students’ competencies in working with functions in secondary mathematics education: Empirical examination of a competence structure model. International Journal of Science and Mathematics Education, 13 (3), 657 – 682. https://doi.org/10.1007/s10763-013-9496-7
(2000). Health literacy as a public health goal: A challenge for contemporary health education and communication strategies into the 21st century. Health Promot Int, 5, 3, 259 – 267. https://doi.org/10.1093/heapro/15.3.259
(1995). The test of functional health literacy in adults. Journal of General Internal Medicine, 10, 537 – 541. https://doi.org/10.1007/BF02640361
(2015). Das kognitive Interview: Ein Instrument zur Entwicklung und Validierung von Erhebungsinstrumenten [Cognitive interviewing: A tool to develop and validate questionnaires]. Die Rehabilitation, 54 (1), 53 – 59. https://doi.org/10.1055/s-0034-1394443
(Eds.). (1997). Applications of latent trait and latent class models in the social sciences. Waxmann.
(2010). Diagnostic measurement: Theory, methods, and applications. Guilford.
(2011).
(Indirekte Verfahren zur Erfassung von Persönlichkeit (“Objektive Persönlichkeitstests”) [indirect procedures for the assessment of personality („objective personality tests“) ]. In L. F. Hornke (Eds.), Enzyklopädie der Psychologie: Bd. 4: Themenbereich B, Serie 2, Psychologische Diagnostik (pp. 73 – 120). Hogrefe.2021). Advances in nonparametric item response theory for scale construction in quality-of-life research. Quality of Life Research, 31, 1 – 9. https://doi.org/10.1007/s11136-021-03022-w
(2010).
(Facetten der Gesundheitskompetenz: Eine Expertenbefragung. Projekt Gesundheitskompetenz [Facets of health literacy: An expert survey. Health literacy project ]. In E. KliemeD. LeutnerM. Kenk (Eds.), Kompetenzmodellierung: Eine aktuelle Zwischenbilanz des DFG-Schwerpunktprogramms (pp. 104 – 144). Beltz.2018).
(Gesundheitskompeten [Health literacy ]. In C.-W. KohlmannC. SalewskiM.A. Wirtz (Eds.), Psychologie in der Gesundheitsförderung [Psychology in health promotion ] (pp. 59 – 72). Hogrefe.HLS-EU). Consortium Health Literacy Project European (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
(2013). Measuring health literacy in populations: Illuminating the design and development process of the European Health Literacy Survey Questionaire (HLS-EU-Q). BMC Public Health, 13 (1), 948 https://doi.org/10.1186/1471-2458-13-948
(Ed.). (2021). Handbook of item response theory. Chapman & Hall.
(2001).
(Concept of competence: A conceptual clarification . In D. RychenL. H. Salganik (Eds.), Defining and selecting key competencies (pp. 45 – 65). Hogrefe & Huber Publishers.2005). Constructing measures. An item response modeling approach. Erlbaum.
(2007). Das Rasch-Modell – Eigenschaften und Nutzen für die diagnostische Praxis [The Rasch Model – Properties and benefits for diagnostic practice]. Die Rehabilitation, 46 (4), 238 – 245. https://doi.org/10.1002/pon.3092
(2018). Generische und indikationsspezifische Messeigenschaften des IRES-24-Patientenfragebogen Ein Vergleich der Skalenstruktur bei orthopädischen und neurologischen Rehabilitationspatientinnen und -patienten mittels Differential Item Functioning [Generic and indication-specific measurement properties of the IRES-24 patient questionnaire. A comparison of the scale structure in orthopedic and neurological rehabilitation patients using Differential Item Functioning]. Diagnostica, 64 (2), 74 – 83. https://doi.org/10.1026/0012-1924/a000193
(2021). Structural modelling and assessment of health literacy in allergy prevention of new parents by means of item-response-theory. PsychArchives. https://doi.org/10.23668/psycharchives.4551
(2005). IRES-24 Patientenfragebogen – Entwicklung der Kurzform eines Assessmentinstrumentes in der Rehabilitation mittels der Mixed-Rasch-Analyse [IRES-24 patient questionnaire – development of the short form of an assessment instrument in rehabilitation using mixed Rasch analysis]. Diagnostica, 51 (2), 75 – 87. https://doi.org/10.1026/0012-1924.51.2.75
(