Abstrak Artikel
This study aims to analyze the influence of income, family size, and education level on household consumption expenditure patterns in Toboleu Sub-district, North Ternate District, Ternate City. Using a quantitative approach through surveys and interviews, data were collected from 85 randomly selected respondents. The multiple regression analysis results indicate that income, family size, and education level significantly affect household consumption expenditure patterns. Income has the most dominant positive influence, followed by education level and family size. The coefficient of determination (97.3%) indicates that the research model explains almost all variations in household consumption expenditure. This study provides valuable insights for local economic policymaking, particularly in improving community welfare through the optimization of household economic resources. Keywords: Income, Family Size, Education Level, Consumption Expenditure, Household
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