Analysis of the significance and gender differences in the factors influencing antisocial behaviors among adolescents DOI Creative Commons

Wenze Sui,

Yan Gao, Liangyu Zhao

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: April 29, 2025

Adolescent antisocial behavior not only has an adverse effect on the healthy development of adolescents but also poses a threat to social order and public safety. The study included 18,470 high school students during 2020-2023 year as participants. Random forest was used assess importance influencing factors, binary logistic regression analysis conducted top eight identified factors. participants, consisting 8867 boys 9603 girls. results showed that parents' educational expectations (boys: OR = 0.942, girls: 0.903) smoking 1.055, 1.066) were common factors affecting in both boy girl adolescents. number good friends (OR 1.122), current place residence 1.039), engage regular physical activity 0.916) specific for adolescents' behavior, while family economic conditions 1.092) factor behavior. showcases Forest Model Logistic can effectively identify analyze model performance is good. their effects show gender differences. Therefore, we should formulate targeted prevention improvement measures anti-social behaviors.

Language: Английский

Analysis of the significance and gender differences in the factors influencing antisocial behaviors among adolescents DOI

Wenze Sui,

Yan Gao, Liangyu Zhao

et al.

Research Square (Research Square), Journal Year: 2025, Volume and Issue: unknown

Published: April 3, 2025

Abstract Adolescent antisocial behavior not only has an adverse effect on the healthy development of adolescents but also poses a threat to social order and public safety. The study included 18,470 high school students during 2020–2023 year as participants. Random forest was used assess importance influencing factors, binary logistic regression analysis conducted top eight identified factors.The participants, consisting 8,867 boys 9,603 girls. results showed that parents' educational expectations (boys: OR = 0.942, girls: 0.903) smoking 1.055, 1.066) were common factors affecting in both boy girl adolescents. number good friends (OR 1.122), current place residence 1.039), engage regular physical activity 0.916) specific for adolescents' behavior, while family economic conditions 1.092) factor behavior. showcases Forest Model Logistic can effectively identify analyze model performance is good. their effects show gender differences. Therefore, we should formulate targeted prevention improvement measures anti-social behaviors.

Language: Английский

Citations

0
Analysis of the significance and gender differences in the factors influencing antisocial behaviors among adolescents DOI Creative Commons

Wenze Sui,

Yan Gao, Liangyu Zhao

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: April 29, 2025

Adolescent antisocial behavior not only has an adverse effect on the healthy development of adolescents but also poses a threat to social order and public safety. The study included 18,470 high school students during 2020-2023 year as participants. Random forest was used assess importance influencing factors, binary logistic regression analysis conducted top eight identified factors. participants, consisting 8867 boys 9603 girls. results showed that parents' educational expectations (boys: OR = 0.942, girls: 0.903) smoking 1.055, 1.066) were common factors affecting in both boy girl adolescents. number good friends (OR 1.122), current place residence 1.039), engage regular physical activity 0.916) specific for adolescents' behavior, while family economic conditions 1.092) factor behavior. showcases Forest Model Logistic can effectively identify analyze model performance is good. their effects show gender differences. Therefore, we should formulate targeted prevention improvement measures anti-social behaviors.

Language: Английский

Citations

0