Abstract
Children who like to read and write tend to be better at it. This association is typically interpreted as enjoyment impacting engagement in literacy activities, which boosts literacy skills. We fitted direction-of-causation models to partial data of 3690 Finnish twins aged 12. Literacy skills were rated by the twins’ teachers and literacy enjoyment by the twins themselves. A bivariate twin model showed substantial genetic influences on literacy skills (70%) and literacy enjoyment (35%). In both skills and enjoyment, shared-environmental influences explained about 20% in each. The best-fitting direction-of-causation model showed that skills impacted enjoyment, while the influence in the other direction was zero. The genetic influences on skills influenced enjoyment, likely via the skills→enjoyment path. This indicates an active gene-environment correlation: children with an aptitude for good literacy skills are more likely to enjoy reading and seek out literacy activities. To a lesser extent, it was also the shared-environmental influences on children's skills that propagated to influence children's literacy enjoyment. Environmental influences that foster children's literacy skills (e.g., families and schools), also foster children's love for reading and writing. These findings underline the importance of nurturing children's literacy skills. Highlights: It's known that how much children enjoy reading and writing and how good they are at it correlates ∼0.30, but causality remains unknown. We tested the direction of causation in 3690 twins aged 12. Literacy skills impacted literacy enjoyment, but not the other way around. Genetics influence children's literacy skills and how much they like and choose to read and write, indicating genetic niche picking.
| Original language | English |
|---|---|
| Article number | e13325 |
| Pages (from-to) | 1-11 |
| Number of pages | 11 |
| Journal | Developmental Science |
| Volume | 26 |
| Issue number | 3 |
| Early online date | 13 Sept 2022 |
| DOIs | |
| Publication status | Published - May 2023 |
Bibliographical note
Funding Information:FinnTwin12 data collection was supported by the Academy of Finland Center of Excellence in Complex Disease Genetics (grants 213506, 129680), the Academy of Finland (grants 100499, 205585, 118555, 308248, and 312073), National Institute of Alcohol Abuse and Alcoholism (grants AA‐12502, AA‐00145, and AA‐09203). Elsje van Bergen was supported by VENI grant 451‐15‐017, NWO Gravitation grant 024.001.003, and ZonMw grant 531003014. Sara Hart was supported by funding from the Eunice Kennedy Shriver National Institute of Child Health and Human Development grant P50HD052120. Antti Latvala was supported as Academy Research Fellow by the Academy of Finland (grant 308698). Eero Vuoksimaa was supported as Academy Research Fellow by the Academy of Finland (grant 314639). Minna Torppa was also supported as Academy Research Fellow by the Academy of Finland (grant 276239). Views expressed herein are those of the authors and have neither been reviewed nor approved by the granting agencies.
Publisher Copyright:
© 2022 The Authors. Developmental Science published by John Wiley & Sons Ltd.
Funding
FinnTwin12 data collection was supported by the Academy of Finland Center of Excellence in Complex Disease Genetics (grants 213506, 129680), the Academy of Finland (grants 100499, 205585, 118555, 308248, and 312073), National Institute of Alcohol Abuse and Alcoholism (grants AA‐12502, AA‐00145, and AA‐09203). Elsje van Bergen was supported by VENI grant 451‐15‐017, NWO Gravitation grant 024.001.003, and ZonMw grant 531003014. Sara Hart was supported by funding from the Eunice Kennedy Shriver National Institute of Child Health and Human Development grant P50HD052120. Antti Latvala was supported as Academy Research Fellow by the Academy of Finland (grant 308698). Eero Vuoksimaa was supported as Academy Research Fellow by the Academy of Finland (grant 314639). Minna Torppa was also supported as Academy Research Fellow by the Academy of Finland (grant 276239). Views expressed herein are those of the authors and have neither been reviewed nor approved by the granting agencies.
| Funders | Funder number |
|---|---|
| Research Council of Finland | 205585, 314639, 118555, 312073, 100499, 213506, 308248, 129680 |
| ZonMw | 531003014 |
| National Institute on Alcohol Abuse and Alcoholism | AA‐12502, 451‐15‐017, AA‐09203, AA‐00145 |
| NWO | 024.001.003 |
| Eunice Kennedy Shriver National Institute of Child Health and Human Development | P50HD052120, 276239, 308698 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 4 Quality Education
Keywords
- causality
- heritability
- literacy enjoyment
- literacy skills
- print exposure
- reading ability
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