Age-related effects of coding interventions

Past research has shown that children as young as 4-6 years can learn to code through virtual (digital) or plugged (physical, analogic) coding activities, and that exposure to those activities benefits children’s cognitive skills too. Indeed, two executive functions (EFs), planning and response inhibition, seem to be strongly associated with coding. However, it remains unclear whether children’s cognitive response to virtual coding instruction varies with children’s age. Only a few studies to date, mostly focused on older students (aged 10 to 18 years), have examined age-related differences in response to coding instruction. No such studies as yet have explored whether age differences in learning to code also translate in differential cognitive benefits of coding with children’s age. The present study compared the response to an 8-hours coding intervention of 273 first graders (5-7 years) and 164 fourth graders (8-10 years), examining whether their respective gains in coding abilities, planning (Tower of London test), and response inhibition (Stroop test and NEPSY-II square/circle test) differed following exposure to coding. Multilevel analyses with socio-economic status covariate show significant effects of the intervention on both 1 st and 4 th graders’ coding skills and across all cognitive measures (planning accuracy, response inhibition accuracy and time). For coding accuracy, both first and fourth graders improved, with large effect sizes ( d = -1.53 for first graders, d = -1.84 for fourth graders). The experimental groups showed greater post-test gains in planning accuracy in both grades ( d = -1.44 for first graders, d = -0.91 for fourth graders). First graders decreased inhibition errors significantly after the intervention in both NEPSY-II and Stroop tasks (respectively, t(425) = 8.21, p < .001, d = 0.80; t(425)=11.37, p < .001, d =1.10), as well as the fourth graders (t(427) = 3.79, p < .001, d = 0.38 in NEPSY-II, t(427)= 4.56, p < .001, d = 0.44 in Stroop). These findings suggest that coding interventions designed with age-appropriate complexity can support not only the development of coding abilities but also enhance EFs skills across different age levels. The intervention's strong impact on younger children suggests that structured coding interventions should be introduced early as a fundamental component of childhood education • Both first and fourth graders develop coding skills after 8 hours of Computational Thinking (CT) and coding excercises. • CT intervention, based on virtual coding exercises, enhances both planning and response inhibition skills in first and fourth graders. • The positive impact of CT activities on EF skills supports an early introduction of coding in primary school.

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Journal
International Journal of Child-Computer Interaction
Published
2025-05-15
DOI
https://doi.org/10.1016/j.ijcci.2025.100747
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
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article

Age-related effects of coding interventions

Tullio Vardanega, Chiara Montuori, Lucia Ronconi, Barbara Arfé et al.
International Journal of Child-Computer Interaction
Cognitive and developmental aspects of mathematical skills
article

Age-related effects of coding interventions

Tullio Vardanega, Chiara Montuori, Lucia Ronconi, Barbara Arfé, Gabriele Pozzan, Costanza Padova
article en

Abstract

Past research has shown that children as young as 4-6 years can learn to code through virtual (digital) or plugged (physical, analogic) coding activities, and that exposure to those activities benefits children’s cognitive skills too. Indeed, two executive functions (EFs), planning and response inhibition, seem to be strongly associated with coding. However, it remains unclear whether children’s cognitive response to virtual coding instruction varies with children’s age. Only a few studies to date, mostly focused on older students (aged 10 to 18 years), have examined age-related differences in response to coding instruction. No such studies as yet have explored whether age differences in learning to code also translate in differential cognitive benefits of coding with children’s age. The present study compared the response to an 8-hours coding intervention of 273 first graders (5-7 years) and 164 fourth graders (8-10 years), examining whether their respective gains in coding abilities, planning (Tower of London test), and response inhibition (Stroop test and NEPSY-II square/circle test) differed following exposure to coding. Multilevel analyses with socio-economic status covariate show significant effects of the intervention on both 1 st and 4 th graders’ coding skills and across all cognitive measures (planning accuracy, response inhibition accuracy and time). For coding accuracy, both first and fourth graders improved, with large effect sizes ( d = -1.53 for first graders, d = -1.84 for fourth graders). The experimental groups showed greater post-test gains in planning accuracy in both grades ( d = -1.44 for first graders, d = -0.91 for fourth graders). First graders decreased inhibition errors significantly after the intervention in both NEPSY-II and Stroop tasks (respectively, t(425) = 8.21, p < .001, d = 0.80; t(425)=11.37, p < .001, d =1.10), as well as the fourth graders (t(427) = 3.79, p < .001, d = 0.38 in NEPSY-II, t(427)= 4.56, p < .001, d = 0.44 in Stroop). These findings suggest that coding interventions designed with age-appropriate complexity can support not only the development of coding abilities but also enhance EFs skills across different age levels. The intervention's strong impact on younger children suggests that structured coding interventions should be introduced early as a fundamental component of childhood education • Both first and fourth graders develop coding skills after 8 hours of Computational Thinking (CT) and coding excercises. • CT intervention, based on virtual coding exercises, enhances both planning and response inhibition skills in first and fourth graders. • The positive impact of CT activities on EF skills supports an early introduction of coding in primary school.

International Journal of Child-Computer InteractionVol. 44
University of Padua (IT)
Gender equality
Openalex Percentile: Top 89%
Cognitive and developmental aspects of mathematical skills
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