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The development of digital technology has significantly transformed consumer purchasing behavior in recent years. Shopping activities that were previously conducted in person have now shifted to e-commerce and social commerce platforms that offer greater convenience, speed, accessibility, and a variety of attractive promotions. Two platforms experiencing rapid growth in Indonesia are Shopee and TikTok Shop, both of which have gained popularity among diverse consumer segments. These platforms not only offer a wide range of products but also provide interactive shopping experiences through features such as promotions, live shopping, consumer reviews, personalized recommendations, and ease of transactions. This situation has led to notable changes in consumers' purchasing decision-making processes and preferences. Factors such as app usability, promotional strategies, consumer trust, social media influence, user engagement, and evolving digital lifestyles are becoming increasingly dominant in determining purchasing decisions. Therefore, this study aims to analyze the key factors influencing consumer purchasing decisions on the Shopee and TikTok Shop platforms in the digital era, as well as to provide deeper insights into consumer behavior in an increasingly digital marketplace.

This study investigates the impact of live streaming, promotions, and online customer reviews on purchasing decisions among users of the Tokopedia platform in Indonesia. The rapid development of the internet, particularly during the COVID-19 pandemic, has transformed consumer behavior, leading to increased adoption of digital shopping methods. Utilizing a quantitative research design, data were collected from 130 respondents who have engaged with Tokopedia's live streaming feature, Tokopedia Play. The findings reveal that both live streaming and promotional strategies significantly influence online reviews and purchasing decisions, with coefficients of 0.426 and 0.445, respectively. Online reviews also play a critical mediating role, enhancing the relationship between live streaming, promotions, and purchasing decisions. The demographic analysis indicates that younger consumers, particularly those aged 17-26, dominate the user base, highlighting the need for tailored marketing strategies. Despite the positive outcomes, challenges such as the digital divide and cybersecurity concerns persist, necessitating strategic measures to enhance digital literacy and secure online transactions. The study concludes that leveraging live streaming, promotions, and positive online reviews can significantly enhance consumer engagement and drive sales in the competitive e-commerce landscape of Indonesia. Future research should explore the long-term effects of these variables on consumer loyalty and the impact of emerging technologies on the e-commerce experience.

Various factors make Muslim fashion continue to develop. The continued increase in demand for Muslim fashion, the growth of hijab communities such as Hijabers Community, Hijabers Mom, and others, as well as the holding of various bazaars, Muslim fashion shows, hijab class activities on campuses, companies, recitations, or social gatherings really support the growth of this business in Indonesia. Water. Purchasing decisions are an important thing to pay attention to because this will certainly be a consideration of what marketing strategy the company will carry out next. The company's success in influencing consumers in purchasing decisions is strongly supported by efforts to build communication with consumers by building brands for consumers with marketing strategies, as well as innovating new variants of a product. E-Commerce is a new concept which is usually described as the process of buying and selling goods or services on the Internet or the process of buying and selling or exchanging products, services and information via information networks including the internet. e-commerce sells products to consumers online. Simply put, E-commerce is creating, managing and expanding commercial relationships online Judging from the phenomenon above, researchers are interested in researching the influence of E-commerce on Muslim clothing purchasing decisions among female students in the city of Palembang. The number of samples in this research was 100 respondents, this research used a quantitative approach. The data collection technique in this research uses a questionnaire, and the sampling technique uses a non-probability-purposive sampling method. The results of this study show that e-commerce has no influence on the purchasing decisions of Muslim clothing for Palembang city students.