abstract: 'IntroductionThis study explores the predictive power of macro-structural characteristics on quality rating and improvement system (QRIS) outcomes of Family Day Care (FDC) services in Australia. MethodsThe dataset consisted of 441 FDC National Quality Standard (NQS) ratings from all Australian states and territories, with overall ratings of Exceeding NQS, Meeting NQS, Working Towards NQS, or Significant Improvement Required. ResultsMultinomial logistic regressions confirmed that management type, community socioeconomic status (SES), level of urbanization, and government jurisdiction explained 6.9 to 19.3\% of the variation in QRIS outcomes. Results indicated that lower FDC NQS ratings were more likely for (1) private for-profit vs. not-for-profit; (2) low-SES vs. high-SES area; and (3) regional or remote area vs. metropolitan. State/territory jurisdiction also influenced NQS ratings. DiscussionThese findings imply the need for policy attention to inequalities in FDC quality associated with systemic and organizational differences. Greater effort is needed to promote equality and equity in FDC services.' affiliation: 'Li, H (Corresponding Author), Macquarie Univ, Macquarie Sch Educ, Sydney, NSW, Australia. Li, H (Corresponding Author), Shanghai Normal Univ, Shanghai Inst Early Childhood Educ, Shanghai, Peoples R China. Char, Vincent; Harrison, Linda J.; Li, Hui, Macquarie Univ, Macquarie Sch Educ, Sydney, NSW, Australia. Li, Hui, Shanghai Normal Univ, Shanghai Inst Early Childhood Educ, Shanghai, Peoples R China.' article-number: '1114256' author: Char, Vincent and Harrison, Linda J. and Li, Hui author-email: philip.li@mq.edu.au author_list: - family: Char given: Vincent - family: Harrison given: Linda J. - family: Li given: Hui da: '2023-09-28' doi: 10.3389/fpubh.2023.1114256 eissn: 2296-2565 files: [] journal: FRONTIERS IN PUBLIC HEALTH keywords: 'family day care; national quality framework; systemic features; early childcare; QRIS' keywords-plus: EARLY-CHILDHOOD EDUCATION; ACCESS; DISPARITIES language: English month: MAY 18 number-of-cited-references: '47' orcid-numbers: 'Char, Vincent/0009-0001-1536-8663 Li, Hui/0000-0001-9355-1116 Harrison, Linda/0000-0003-3835-6283' papis_id: 815484fe99f16114e0d1df8144034c19 ref: Char2023macrostructuralpredi times-cited: '0' title: Macro-structural predictors of Australian family day care quality type: article unique-id: WOS:000998990000001 usage-count-last-180-days: '2' usage-count-since-2013: '2' volume: '11' web-of-science-categories: Public, Environmental \& Occupational Health year: '2023'