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There is a large volume of research on the persistence of advantage and disadvantage across generations. Intergenerational studies typically address family resources as independent factors, which ignores how risks cluster together and accumulate over time. Using data from the Longitudinal Study of Australian Children, we conducted two latent class analyses to separately identify latent classes based on grandparent and parent characteristics for study children. We then examined the association between our identified latent classes and grandchild educational outcomes in Years 3 to 9. Five distinct latent classes of grandparent characteristics and four latent classes of parent characteristics were identified. There was association between parent and grandparent latent classes indicating intergenerational multiple disadvantage. Grandchildren in at‐risk parent latent classes tended to have significantly lower literacy and numeracy scores from Years 3 to 9. The effects of grandparent latent classes were inconsistent. The developmental circumstances of children can be defined using the characteristics of both parents and grandparents, and the role of grandparents on children's development extends beyond the influence they have on parent outcomes. This study highlights that addressing intergenerational transfers of disadvantage requires multiple, integrated and coordinated policy approaches that go beyond individual indicators of disadvantage. [ABSTRACT FROM AUTHOR]

Literacy and numeracy are essential for success in life. In Australia, students' academic achievement is monitored using the National Assessment Program – Literacy and Numeracy (NAPLAN). One of the aims of NAPLAN is that results will drive student improvement by identifying which students are underperforming against national minimum standards and who require additional learning support. This study investigated the performance trajectories of students who were identified as "below the national minimum standards", relative to students above the national minimum standards. This study used standardised reading and numeracy test scores for Australian students and regression discontinuity methods to investigate whether students who performed below the national minimum standards showed improved performance in subsequent years compared with similar students above the national minimum standards threshold. On average, achievement gaps between students below the standards and students at or above the standards persisted across year levels. Labelling students below the national minimum standards had no significant effects on later reading or numeracy achievement. The results suggest the NAPLAN national minimum standards labelling is not driving student improvement, highlighting the need for effective early identification and interventions for children who do not meet school year benchmarks for literacy and numeracy. [ABSTRACT FROM AUTHOR]