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Evidence of global relevance

Causal Factors Influencing Liver Fluke Disease Prevention Behaviors in Health Region 10: A Structural Equation Modeling Study with Qualitative Behavioral Insights

A survey of 630 people across five Health Region 10 provinces plus 50 interviews found communication had the strongest SEM association (β=0.705), knowledge β=0.022, with 49.23% variance explained.

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Key findings

  • Communication β=0.705 (p
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Why this matters globally

Health knowledge detached from food culture, economics and communication networks may not change behavior; interventions require community co-design.

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Thai researcher contribution

Ubon Ratchathani University generated evidence from high-risk northeastern communities combining quantitative and local perspectives.

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Limitations to consider

Previously infected participants do not represent the public. The 6.62% prevalence is contextual, self-report risks social desirability, SEM is noncausal, and the denominator for 83% requires full-text checking.

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Verify the original sources

International Journal of GeoinformaticsRead the original article

DOI: 10.52939/ijg.v22i6.5035

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