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"Penggunaan internet yang semakin luas dengan munculnya e-commerce telah mengakibatkan perubahan pada pola belanja konsumen. Perubahan pola belanja konsumen saat ini yang banyak menggunakan e-commerce ternyata telah membuka peluang bagi para konsumen untuk melakukan pembelian impulsif secara online. Beberapa peneliti melaporkan  bahwa banyak konsumen online melakukan pembelian impulsif. Namun pembahasan tentang pembelian impulsif online dan berbagai aspeknya yang masih perlu untuk digali, peneliti bermaksud untuk meneliti secara empiris hubungan langsung dan tidak langsung faktor/rangsangan eksternal yaitu rangsangan website, rangsangan pemasaran, dan rangsangan situasional serta hubungan langsung dan efek moderasi religiusitas intrinsik dan ekstrinsik terhadap perilaku pembelian impulsif online muslim di Indonesia saat menggunakan e-commerce Shopee. Penelitian ini didesain menggunakan pendekatan kuantitatif dengan basis data survei. Metode analisis kuantitatif yang digunakan adalah partial least squares structural equation modeling (PLS-SEM). Penggunaan metode PLS-SEM ditujukan untuk menganalisis faktor stimulus eksternal dan religiusitas terhadap kecenderungan pembelian impulsif ketika menggunakan aplikasi belanja online “Shopee” pada muslim Indonesia dengan pendekatan Stimulus-Organism-Response (SOR). Penelitian ini menemukan bahwa  rangsangan pemasaran yaitu atribut harga, religiusitas intrinsik dan religiusitas ekstrinsik mempengaruhi pembelian impulsif online. Pembelian impulsif online muslim di Indonesia saat menggunakan e-commerce Shopee juga dipengaruhi oleh rangsangan website yaitu kualitas dari website dan rangsangan situasional yaitu variasi pilihan barang secara tidak langsung yang dimediasi oleh penjelajahan hedonis. Selain itu juga terdapat efek moderasi dari religiusitas intrinsik yang dapat melemahkan dan religiusitas ekstrinsik yang dapat memperkuat hubungan  penjelajahan hedonis terhadap pembelian impulsif online muslim di Indonesia saat menggunakan e-commerce Shopee.

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The widespread use of the internet with the emergence of e-commerce has resulted in changes in consumer shopping patterns. Changes in consumer shopping patterns today, which use a lot of e-commerce, have opened up opportunities for consumers to make online impulsive buying. Several researchers report that many online consumers make impulse buying. However the discussion about online impulsive buying and its various aspects still need to be explored, the researcher intends to empirically examine the direct and indirect relationships of external factors/stimuli, such as website stimuli, marketing stimuli, and situational stimuli as well as direct relationships and moderating effects of intrinsic and extrinsic religiosity on online impulse buying behavior of Muslims in Indonesia when using Shopee e-commerce. This study was designed using a quantitative approach with a survey database. The quantitative analysis method used is partial least squares structural equation modeling (PLS-SEM). The use of the PLS-SEM method is intended to analyze external stimulus factors and religiosity towards impulse buying tendencies when using the online shopping application "Shopee" for Indonesian Muslims using the Stimulus-Organism-Response (SOR) approach. This study found that marketing stimuli (price attributes), intrinsic religiosity and extrinsic religiosity has a direct effect on online impulsive buying. Muslim online impulsive buying in Indonesia when using Shopee e-commerce are also influenced by website stimuli (quality of the website) and situational stimuli (variety of selection)  indirectly mediated by hedonic browsing. In addition, there is also a moderating effect of intrinsic religiosity which can weaken and extrinsic religiosity which can strengthen the relationship of hedonic browsing of online impulse buying of Muslims in Indonesia when using Shopee e-commerce."

"Penelitian ini bertujuan untuk mengetahui pengaruh browsing dan usage Intensity terhadap urge to purchase dan impuls purchase di Instagram Bisnis dengan moderasi jenis kelamin, usia, dan pendapatan. Sampel penelitian ini adalah pengguna aktif aplikasi instagram yang pernah melakukan pembelian secara impulsif di aplikasi instagram dalam kurun waktu 1 satu bulan terakhir. Data diolah dengan metode analisis Structural Equation Modelling SEM dengan software LISREL 8.8 untuk menguji hipotesis penelitian. Hasil penelitian menunjukkan bahwa browsing tidak memiliki pengaruh signifikan terhadap impulse purchase namun memiliki pengaruh signifikan terhadap urge to purchase sedangkan usage intensity memiliki pengaruh signifikan terhadap urge to purchase dan impulse purchase. Hasil penelitian juga menunjukkan bahwa pengaruh moderasi yaitu jenis kelamin, usia, dan pendapatan yang memberi pengaruh signifikan pada pembelian impulsif hanya jenis kelamin saja.

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This study aims to determine the effect of browsing and usage intensity towards urge to purchase and impulse purchase in Instagram Business with the moderation of gender, age, and income. The sample of this research are active user of instagram application ever made impulsive purchase in instagram application within the last 1 one month. The data were processed by Structural Equation Modeling SEM method with LISREL 8.8 software to test the research hypothesis.

The results showed that browsing has no significant effect on impulse purchase but has a significant influence on urge to purchase while usage intensity has a significant influence on urge to purchase and impulse purchase. The results also show that the effect of moderation ie sex, age, and income that gives a significant influence on impulsive purchases only gender type made a significant change. "

"Penelitian ini mengkaji pengaruh TikTok Live Shopping (TLS) characteristics seperti interactivity, entertainment, dan credibility terhadap impulse purchase intention untuk produk makanan dan minuman, dengan swift guanxi dan perceived trust sebagai variabel mediasi. Data diperoleh dari 201 responden berusia 18–34 tahun yang berdomisili di wilayah Jabodetabek dan telah menonton TLS dalam tiga bulan terakhir. Menggunakan metode Partial Least Squares Structural Equation Modeling (PLS-SEM), hasil penelitian menunjukkan bahwa interactivity dan credibility berpengaruh positif terhadap swift guanxi dan perceived trust, sementara entertainment hanya berpengaruh signifikan terhadap swift guanxi. Selanjutnya, swift guanxi dan perceived trust terbukti secara signifikan mendorong impulse purchase intention. Selain itu, swift guanxi sepenuhnya memediasi pengaruh TLS characteristics terhadap perilaku pembelian impulsif, sedangkan perceived trust hanya memediasi hubungan antara credibility dan impulse purchase intention. Temuan ini menekankan pentingnya kedekatan relasional dalam mendorong perilaku impulse buying di dalam konteks live shopping.

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This study examines the influence of TikTok Live Shopping (TLS) characteristics, including interactivity, entertainment, and credibility, on impulse purchase intention for food and beverage products, with swift guanxi and perceived trust as mediating variables. Data were collected from 201 respondents aged 18–34 years residing in the Jabodetabek area who had watched TLS in the past three months. Using Partial Least Squares Structural Equation Modeling (PLS-SEM), the results show that interactivity and credibility positively affect swift guanxi and perceived trust, while entertainment only significantly influences swift guanxi. Furthermore, swift guanxi and perceived trust are proven to significantly drive impulse purchase intention. In addition, swift guanxi fully mediates the effect of TLS characteristics on impulsive buying behavior, while perceived trust only mediates the relationship between credibility and impulse purchase intention. These findings underscore the importance of relational closeness in fostering impulse buying behavior within the live shopping context."