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Faktor- Faktor yang Mempengaruhi Behavioral Intention Penggunaan Aplikasi Pemesanan Mobile Kopi pada Kalangan Gen Z di DKI Jakarta Ali, Mohammed Ameen Sallam; Rizan, Mohamad; Parlyna, Ryna
Ekopedia: Jurnal Ilmiah Ekonomi Vol. 2 No. 1 (2026): JANUARI-MARET
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/5bw0k394

Abstract

The rapid development of digital technology has transformed consumer behavior, including in the coffee industry, which increasingly relies on online ordering applications. This study aims to analyze the influence of Performance Expectancy and Social Influence on Behavioral Intention to use coffee ordering applications among Generation Z in DKI Jakarta, with Attitude Toward Using as a mediating variable. This research employs a quantitative approach using a survey method. Data were collected through questionnaires distributed to Generation Z respondents in DKI Jakarta who have experience using coffee ordering applications and were analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM) with SmartPLS software. The results indicate that Performance Expectancy and Social Influence have a positive and significant effect on Attitude Toward Using. Furthermore, Attitude Toward Using has a positive and significant effect on Behavioral Intention, while Social Influence does not have a direct effect on Behavioral Intention. The indirect effect analysis shows that Attitude Toward Using mediates the relationship between Performance Expectancy and Behavioral Intention as well as between Social Influence and Behavioral Intention. Overall, this study concludes that users’ attitudes play a crucial role in shaping the intention to use coffee ordering applications among Generation Z.
Faktor-Faktor yang Memengaruhi Behavioral Intention Penggunaan Chatbot Shopee pada Gen Z di DKI Jakarta Maulana, Hipnu; Rizan, Mohamad; Parlyna, Ryna
Indonesia Economic Journal Vol. 2 No. 1 (2026): JANUARI-JUNI
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/kfsf7e88

Abstract

This study aims to analyze the factors that influence Generation Z's behavioral intention in using Shopee chatbots as artificial intelligence-based customer service on e-commerce platforms. The variables tested in this study include performance expectancy, social influence, and trust in behavioral intention. This study uses a quantitative approach with a survey method. Data was collected from Generation Z respondents residing in DKI Jakarta who had used the Shopee chatbot. The sampling technique used was purposive sampling. Data was collected through an online questionnaire. The data analysis technique used was Structural Equation Modeling (SEM) with a Partial Least Squares (PLS) approach to test the relationship between variables in the research model. The results showed that performance expectancy and social influence had a positive and significant effect on trust. Furthermore, trust and social influence were found to have a positive and significant effect on behavioral intention to use the Shopee chatbot. However, performance expectancy did not show a significant direct effect on behavioral intention. Furthermore, the test results showed that trust mediates the effect of performance expectancy and social influence on behavioral intention. These findings indicate that user trust plays an important role in driving Generation Z's intention to use Shopee's chatbot. This study recommends that e-commerce companies, especially Shopee, focus more on developing chatbots that improve reliability, security, and response quality in order to build user trust and increase the intention to use chatbot services on an ongoing basis.
Customer Self-Congruity and Brand Image on Purchase Decision: The Role of Gender and Age as Control Variables Marsasi, Endy Gunanto; Rizan, Mohamad; Barqiah, Sarah; Gusti, Yenni Kurnia
Media Ekonomi dan Manajemen Vol 39, No 2 (2024): July 2024
Publisher : Fakultas Ekonomika dan Bisnis UNTAG Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56444/mem.v39i2.4541

Abstract

The impetus for this research is Generation Z's lack of understanding of social media marketing and brand image in relation to buying local products, because local brands are generally less successful. Self-congruence is new to assess consumer alignment with brands, which ultimately influences purchase decisions. The study's gap focuses on brand image, highlighting challenges consumers face in identifying with brands via social media. This study aims to show the impact of social media marketing on customer self-alignment, brand image, and purchase decision. The research data was collected by distributing questionnaires using a purposive sampling method to 217 gen Z participants who use local skincare and analyzed using SEM. The results show that all hypotheses influence each other by applying the self-expansion theory, where consumers will align themselves with brands from local products so that consumers will expand their self-concept and culminate in purchasing decisions. This study will also examine customer characteristics by gender and age as control variables that can be fully predicted. The findings of this study indicate a difference in gender, where women are more easily attracted to try than men. Younger consumers were found to prefer shopping online rather than physically, in contrast to older consumers.
Co-Authors Ade, Anindya Dala Afpriyanto, Ari Agung Kresnamurti Rivai Agung Kresnamurti Rivai Prabumenang Agung Wahyu Handaru Ahmad Nuh Ali Afief Kurniadi Ali, Mohammed Ameen Sallam Alim, Dani Syairul Aloyius Harry Triyanto Altito, Muhammad Lutfi Alyssa Anindya Putri Amirah Kamila Safitri Andika, Fajar Andrian Haro Anisa Karliani Annisa Lutfia Anugrah, Raka Pria Apriliana, Alfiyanti Azizi, Muhammad Abid Barqiah, Sarah Basrah Saidani Budi Santoso Choirul Anwar Dewi Agustin Pratama Sari Dida Hilman Maulana Dwi Asri Ningrum Dwi Budi Santoso Dzurrotul Atsnawiyah Efriyani Sumastuti Endy Gunanto Marsasi Erriska Rahma Putri Farah Chalida Hanoum Fauzan Adzim, Ahmad Ferry Wibowo, Setyo Fikka Diaz Azzahra Hamid, Haris Nur Handayani, Kartika Lestari Hanna Christina Hanny, Rissa Harya Kuncara Wiralaga Haykal, Azzahrah Putri HENRY ERYANTO, HENRY Herdiany, Hapsari Dyah Heri Nurranto Heri Prabowo Hermansyah Hermansyah Ika Febrilia Ilhamilimy, Ridho Rafqi Indra Pahala Ismawati Suci Jamal Hasbi Joko Purwanto, Tri Jublina Oktora Karuniana Dianta Arfiando Sebayang Kosasih, Fajar Gumilang Kresnamurti Rivai P, Agung kresnamurti, agung Krissanya, Nofriska Kurniati, Destria M. Alimardi Hubeis Marlina, Herli Maulana, Ananda Riza Maulana, Hipnu Meta Bara Berututu Monoarfa , Terrylina Arvinta Monoarfa, Terrylina Arvinta Muhamad Akbar Fauzan Muhammad Misbakul Munir Mustain Nina Tarja Halonen Ningrum, Dwi Asri Nofriska Krissanya Novi Andriansyah Nuramalia Hasanah Nurranto, Heri Olivia Citra Octaviani Omar, Khatijah Petrolis Nusa Perdana, Petrolis Nusa Pratiwi, Laras Bunga Purnamasari, Laelah Purwana E.S., Dedi Putri, Nadira Regita Qristin violinda R. Sudiardhita, I Ketut Rahmadhina, Balqis Rahmi Rahmi Rahmi , Rahmi Rahmi Rahmi Rahmi Rahmi Ramadhanti, Nabila Ramadhanty, Fitri Rangga Dewa Nugraha Ratna Tri Hari Safariningsih Rian Hermawan Rianti Dea Rizky Ridho Pratama Refdi Rina Anggraeni Rissa Hanny Rivai P, Agung Kresnamurti Rivai, Agung Kresnamurti Rivai, Prabumenang Agung Kresnamurti Rizky, Rianti Dea RP, Agung Kresnamurti RR. Ella Evrita Hestiandari Ryna Parlyna, Ryna Safariningsih, Ratna Tri Hari safitri, gita Saidani, Basrah Santi Susanti, Santi Saparuddin Mukhtar Saputra, Farhan Sari, Dewi Agustin Pratama Setyo Aji Wibowo Setyo Ferry Wibowo Shandy Aditya Shandy Aditya Sihol Situngkir SIHOTANG, DONI SUGIANTO Siregar, Riyadi Hamzah Soeseno, Magitha Tania Suci, Ismawati Suherman Suparno Suparno Surya Chandra Unggul Purwohedi Ursula Natalia Usep Suhud Usep Suhud Vironica Nurani Yonatan Wulan, Linda Dewi Yenni Kurnia Gusti Yudanto, Daffa Fauzie Zakiah, Rizka Zalzalah, Guruh Ghifar