Analyzing the Impact of Information Technology on Family Harmony Using Decision Tree Algorithm

Abstract

In an era dominated by advancements in information technology, the use of digital devices and gadgets has become an integral part of everyday life. The impact of information technology on family harmony has become an increasingly important subject of concern. This research primarily aims to analyze the impact of information technology on family harmony using a data- driven approach, particularly through the application of the Decision Tree algorithm. The research method involves conducting an online survey directed towards respondents who are already part of families. The variables utilized in the study encompass communication among family members and distant relatives, quality family time, the average hours of gadget usage per day, as well as practices regarding restricting gadget use for children. The results of data analysis reveal a complex relationship between the use of information technology and the level of family harmony. The Decision Tree algorithm successfully identifies key factors that play a role in influencing the level of family harmony. This provides a deeper understanding of how interactions with information technology within the family context can be managed more effectively. This research provides valuable insights, not only for the families involved but also for policymakers who wish to understand how to manage the use of information technology and promote family harmony in this digital era. These findings also stimulate important ethical considerations regarding how information technology can be positively integrated into the dynamics of modern families.