PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
February 19, 2026Systems Research and Behavioral Science0 citations

Application of Correlation Analysis of Factors to Develop a Causal Loop Diagram of Local People's Well‐Being Surrounding the Reservoirs

View Full Paper
KBKampanad BhaktikulMahidol UniversityNPNuchcha PhonphotonNavamindradhiraj University

Key Points

  • The research aims to explore the relationships between various factors affecting community well-being around reservoirs.
  • Correlation and regression analysis on data from local households
  • Development of a causal loop diagram to represent interrelated factors
  • Focus on key variables like water management participation and net income
  • Participation in water management showed strong correlation with community well-being
  • Family net income correlated highly with crime rates and livelihood confidence
  • The causal loop diagram illustrated the complex relationships of factors affecting well-being

Abstract

ABSTRACT The reservoirs are long‐lived infrastructures interrelated to the well‐being of the local community. This study focuses on a comprehensive analysis of the well‐being factors of the local people surrounding the reservoirs. The study aims to find and understand the relationship of variables influencing well‐being and develop a causal loop diagram (CLD) to illustrate the complex relationship by applying correlation and regression analysis data from households. However, it is acknowledged that statistical associations alone do not imply causation. Additional validation is required to ensure that these connections reflect actual causal mechanisms rather than coincidental statistical patterns. Participation in water management and appropriate discrimination handling in obtaining water were the most correlated variables. Meanwhile, a family's net income had the highest level correlation with crime in residential areas and a confidence of livelihoods. These data were used to develop the CLD by representing the amount, level, direction and characteristic of correlations with connection line, line colour, arrowhead and the polarity symbol, respectively. The CLD serves as a decision‐making tool to understand the complex interrelation of variables and improve well‐being factors impacting sustainable water resources development projects.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Bhaktikul et al. (2026) studied this question.

synapsesocial.com/papers/6996a887ecb39a600b3ef5e9https://doi.org/10.1002/sres.70034
Ask AI
Helpful
Bookmark
Share
View Full Paper