What type of study is this?

This is a Convenience Sampling study (also classified as: Structural Equation Modeling).

Muslimah's Purchase Interest in Halal Cosmetic Products through E-Commerce Platforms: Analysis of Supporting Factors

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Purchase intentions were significantly influenced by religiosity and subjective norms, underscoring religious values' role.
The study revealed a strong relationship between attitudes towards halal products and the intention to purchase them.
Religiosity was found to moderatively affect the dynamics between subjective norms and perceived benefits in purchasing decisions.
Employing Structural Equation Modeling, the research underscores the complexity of consumer behavior among Muslim women.

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This analysis reveals how attitudes and religiosity impact purchase intention of halal products among Muslim women on e-commerce platforms.

Fatma Ayu Nuning Farida Afiatna (2025) studied this question.

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This analysis reveals how attitudes and religiosity impact purchase intention of halal products among Muslim women on e-commerce platforms.