The Role of Family Environment in Shaping Health Behaviors among Adolescents in Modern Societies

Authors

  • Dr. Ubaidur Rehman H Associate Professor, Paediatrics, Meenakshi Medical College Hospital & Research Institute, Meenakshi Academy of Higher Education and Research, Enathur, Kanchipuram, Tamil Nadu 631552.
  • Dr. Sankar K Professor & HOD, Community Medicine , Meenakshi Medical College Hospital & Research Institute, Meenakshi Academy of Higher Education and Research, Enathur, Kanchipuram, Tamil Nadu 631552.
  • Dr. V. Subbulakshmi Principal, Meenakshi College of Yoga Science and Therapy, Meenakshi Academy of Higher Education and Research.
  • Srimathi N Assistant Professor, Arulmigu Meenakshi College of Nursing, Meenakshi Medical College Hospital & Research Institute, Meenakshi Academy of Higher Education and Research, Enathur, Kanchipuram, Tamil Nadu 631552.

Keywords:

methodology, data analysis, research findings, integration of technology, efficiency performance.

Abstract

Background: Rapid data driven technologies have reinvented the way research is carried out and it is clear that structures of how methods should be carried out must be utilized in order to improve accuracy and efficiency. Organisations are becoming more dependent on systematic methods to handle data and enhance the process of making decisions. Objective: The purpose of the study is to assess the effect of structured methodologies and to determine major issues that are used to improve the performance on data-driven environments. Methodology: A mixed-method design was chosen to be used, consisting of quantitative and qualitative methods. Structured questionnaires were used to gather data concerning 150 respondents and statistical software such as correlation and regression analysis to analyze the data.Findings: These findings demonstrate that structured methodologies and research outcomes have a strong positive relationship (r = 0.72, p < 0.05). Regression analysis shows that the most significant predictors are technology integration ( = 0.31) and data quality ( = 0.28). Much of the variance (R 2 = 0.64 ) is explained by the model, which shows great usefulness. Conclusion: The research forms the conclusion that structured methodologies can be very effective, efficient and reliable in research. The next prospective study ought to be on scalability and incorporation of states-of-the-art technologies.

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Published

2026-03-11

How to Cite

Rehman H, U., K, S., Subbulakshmi, V., & N, S. (2026). The Role of Family Environment in Shaping Health Behaviors among Adolescents in Modern Societies. Adolescência E Saúde, 21(1), 142–149. Retrieved from https://adolescenciaesaude.com/index.php/aes/article/view/609

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Section

Original Articles