Evidence map›Paper›PMID 41569309›Full record

ArticleMaternal and child health journal2026

Lessons Learned from Evaluation of the Convergent Validity the SPARK36 in Preventive Youth Health Care: Implications for Further Research and Practice.

Ann Keymeulen, Ingrid I E Staal, Theo van Achterberg, Marlou L A de Kroon

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Article in Maternal and child health journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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5 · Who and what money

Authors and funding

4 authors.

Ann KeymeulenFlemish Scientific Association for Youth Health Care, VWVJ, Tervuursevest 242C, 3000, Leuven, Belgium. ann.keymeulen@vwvj.be.ORCID http://orcid.org/0000-0002-0290-7656
Ingrid I E StaalDutch Knowledge Centre for Youth Health, NCJ, Utrecht, The Netherlands.
Theo van AchterbergDepartment of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, University of Leuven, KU Leuven, Leuven, Belgium.
Marlou L A de KroonDepartment of Public Health and Primary Care, Environment and Health, University of Leuven, KU Leuven, Youth Health Care, Leuven, Belgium.

Funding

Vlaamse Overheid VR2020 130 DOC
6 · The paper itself

Abstract

objectiveSPARK36 is a structured interview tool for nurse-led consultations with parents of 3-year-olds in Youth Health Care. Previous studies demonstrated its feasibility, reliability and known-groups validity. This study examined its convergent validity.

methodsIn a cross-sectional study during the COVID-19 period, associations between scores on 12 SPARK36 domains and conceptually related subscales of three parent-reported instruments were explored. Correlations were assessed using Kendall's Tau-C.

resultsOf the 599 parents of children attending a SPARK36 consultation, 286 (41.7%) did not return a questionnaire. These parents more often had lower educational levels, non-Belgian nationalities, less often spoke Dutch at home, and more often showed increased or high risk based on the SPARK36 (19.9% vs. 13.7% respectively; p = 0.04), indicating potential selection bias. None of 32 tested correlation coefficients (e.g., SPARK36 'child behavior' with SDQ scales) exceeded 0.20. CONCLUSION FOR PRACTICE: Convergent validity could not be demonstrated possibly due to the overall response rate, selective non-reporting, and the fact that most children showed no developmental or parenting problems. Three lessons emerged: (1) equity challenges occur, when parent-report tools are used among higher-risk families; (2) ongoing support may be needed to ensure consistent data collection by the nurses, given the large variation in data collection across them; (3) crisis situations disturb data collection, though a 50% questionnaires response rate may still be achievable during adverse contexts. The lessons also suggest that interview formats like SPARK36 may help reduce inequities that arise when preventive care relies on parent-report questionnaires.

Indexed as

COVID-19ParentsPreventive Health ServicesChild, PreschoolCross-Sectional StudiesFemaleHumansMaleNetherlandsPsychometricsReproducibility of ResultsSARS-CoV-2Surveys and QuestionnairesChild developmentCOVID-19Health equityNursingParentingPrimary prevention

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.