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Ujang Sumarwan
Departemen IKK, Fakultas Ekologi Manusia, Institut Pertanian Bogor, Jl. Kamper, Wing 1 Level 5, Kampus IPB Dramaga, Bogor 16680
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Model Bisnis Industri Tambang Timah Berkelanjutan (Studi Kasus Bangka Belitung) Irawan, R.Rudy; Sumarwan, Ujang; Suharjo, Budi; Djohar, Setiadi
Jurnal Aplikasi Manajemen Vol. 12 No. 2 (2014)
Publisher : Universitas Brawijaya, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/

Abstract

Bangka Belitung province's economy has a very high dependence on the tin. BPS data of 2013 showed tin contributed 33.60% PDRB and expected of more than 70% if the multiplier effect applied (Megawandi, 2013). But the tin mining industry is currently facing complex problems including undeveloped downstream (Widyatmiko, 2012), environmental damage (Sapanli, 2009; Inonu, 2010; Walhi, 2013), illegal small scale mining (Elfida, 2007; Sapanli 2010), and overlap of licensing and laws (Purba, 2007; Hayati, 2011; Bastida and Paramita, 2013), social issues (Aziz and Salim, 2005; Zulkarnain et al 2005; Erman, 2007; Resosudarmo and Subiman, 2010), damage of the forest (Sidabukke, 2011) and other problems. This study aims to design a business model of tin mining industry in Bangka Belitung so the sustain able issues can be resolved. The methodology used in this study was in-depth structured interview of expertstakeholders. The results of the study showed a chart which was interrelated relationship between elements which were created and delivered value for the industry and the state. The study of tin business model is a flow chart of the mining process to the trade.
The influence of family support, school environment, and coping strategies on the self-identity dev elopment of adolescents in government-affiliate school Kumoro, Retno; Herawati, Tin; Sumarwan, Ujang; Muflikhati, Istiqlaliyah
Jurnal Konseling dan Pendidikan Vol. 13 No. 2 (2025): JKP
Publisher : Indonesian Institute for Counseling, Education and Therapy (IICET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29210/1164700

Abstract

This study aims to analyze the influence of family support, school environment, and coping strategies on the self-identity development of cadets in government-affiliate school. A quantitative approach with an explanatory design and survey method was used, involving 331 cadet respondents from levels I and II, aged 18 to 21, at a vocational school under the Ministry of Transportation. The instrument used was a standardized questionnaire to measure the variables of family support, school environment, coping strategies, and the self-identity development. Data were analyzed using Structural Equation Modelling-Partial Least Square (SEM-PLS). The results of the study indicate that family support, school environment, and coping strategies have a significant positive effect on the self-identity development. Family support plays a crucial role in personal development and future planning, while a supportive school environment, characterized by positive relationships between teachers and peers, accelerates the self-identity development. Furthermore, effective coping strategies assist in managing stress and life challenges more effectively. These findings emphasize the importance of family support, school environment, and coping strategies in supporting the personal development of cadets in government-affiliate school. The implications of this study suggest that the government should support inclusive educational policies, train teachers to address the emotional and social needs of cadets, and encourage further research on coping strategies and mental health in the context of vocational education.
The Influence of TikTok Marketing Content and Facetology Brand Image on Purchase Decisions Mediated by Purchase Intention Hadi, Dhea Savira; Sumarwan, Ujang; Nurhayati, Popong
Indonesian Journal of Multidisciplinary Science Vol. 4 No. 11 (2025): Indonesian Journal of Multidisciplinary Science
Publisher : International Journal Labs

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55324/ijoms.v4i11.1172

Abstract

This study aims to analyze the influence of TikTok marketing content and brand image on purchasing decisions mediated by purchase intention. This study is based on the increasing role of social media, particularly TikTok, as an effective marketing channel for beauty brands in reaching the younger generation (Gen Z). Facetology, as a local beauty brand, actively provides interactive content on TikTok with the hope of building a positive brand image and encouraging purchases. This study uses quantitative research, with data obtained through an online questionnaire distributed to 132 respondents who are followers of Facetology on TikTok and have viewed its marketing content. This study employs Structural Equation Model-Partial Least Square (SEM-PLS) data analysis techniques and descriptive analysis to explain the obtained data. The study includes four variables: marketing content, brand image, purchase interest, and purchase decision. The research period was conducted from June to July 2025. The results of this study indicate that marketing content has a positive and significant influence on purchase intention. Furthermore, brand image also has a positive and significant influence on purchase intention. Purchase intention, as the mediating variable, also has a positive and significant influence on purchase decision
Unpacking the tracks: Diving into high-speed rail marketing research trends (2014–2024) and shaping the future of the field Wahpiyudin, Cep Abdul Baasith; Sumarwan, Ujang; Simanjuntak, Megawati; Nani, Irvan
Asian Management and Business Review Volume 5 Issue 2, 2025
Publisher : Master of Management, Department of Management, Faculty of Business and Economics Universitas Islam Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20885/AMBR.vol5.iss2.art6

Abstract

This study addresses the critical gap in understanding High-Speed Rail (HSR) marketing strategies in emerging Southeast Asian markets, such as Indonesia, where unique cultural, economic, and infrastruc­tural factors require tailored approaches. Employing bibliometric analysis, the present study delves deeper into the evolution of HSR marketing from 2014 to 2023, analyzing 138 Scopus-indexed articles through R Studio (bibliometrix) and VOSviewer. The study identifies key trends, including the emphasis on pricing strategies, consumer behavior, and sustainability. An increase in publications, especially from emerging markets, indicates a growing interest in the marketing dynamics of HSR. Co-authorship networks and citation analysis high­light prominent authors and institutions, while keyword clustering reveals a shift toward customer satisfaction and environmental concerns. A significant gap in research emerges pertinent to HSR marketing strategies in Southeast Asia, pointing toward the need for region-specific approaches. The findings reveal a research gap in emerging markets like Indonesia, where themes such as “willingness to pay” and “tourism development” remain underexplored. As indicated by the low keyword density and thematic map results, future studies should focus more on consumer behavior and localized marketing strategies to support HSR adoption in diverse socio-economic contexts.
Clustering Indonesian Neobanking Users Through Extended UTAUT 3 for Retention Campaign Strategy Rahmatulloh, Febriandi; Sumarwan, Ujang; Hartoyo, Hartoyo; Sartono, Bagus
ETIKONOMI Vol. 24 No. 2 (2025)
Publisher : Faculty of Economic and Business, Universitas Islam Negeri Syarif Hidayatullah Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/etk.v24i2.42599

Abstract

Research Originality: This study develops a behavior-anchored segmentation framework for Indonesian neobank users by extending the Unified Theory of Acceptance and Use of Technology (UTAUT-3) with trust and marketplace application usage, providing deeper insights into user behavior. Research Objectives: The research aims to identify distinct neobank user segments and key behavioral drivers to support targeted strategies in digital financial services. Research Method: An extended UTAUT-3 model incorporating trust and marketplace usage was validated through Structural Equation Modeling (SEM). Balanced Iterative Reducing and Clustering using Hierarchies (BIRCH) clustering was applied to data from 386 active users, with segment validity confirmed using Elbow, Gap, and Silhouette methods. Empirical Results: The results revealed that trust, habit, and marketplace usage emerged as primary drivers of engagement and user recommendations. This study identifies four user segments: transitioning explorers, urban occasionalists, rural digital enthusiasts, and cost-conscious digital natives. Implications: Urban Occasionalists and Rural Digital Enthusiasts show strong potential for long-term growth. Targeted engagement and personalized retention strategies for these segments can enhance customer lifetime value and strengthen user advocacy. JEL Classification: G21, M31, C38
A Comprehensive Analysis of The Factors Influencing Electric Vehicle Purchase Intentions in Indonesia: A Study Based on The UTAUT 2 Model Hidayatullah, Muhammad Ikhsan; Sumarwan, Ujang; Suhendi, Suhendi
Jurnal Aplikasi Bisnis dan Manajemen Vol. 11 No. 3 (2025): JABM Vol. 11 No. 3, September 2025
Publisher : School of Business, Bogor Agricultural University (SB-IPB)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17358/jabm.11.3.818

Abstract

Background: Air pollution and climate change are critical global challenges that drive the transition toward sustainable transportation solutions, including electric vehicles (EVs). In Indonesia, EV adoption remains relatively low, making it essential to investigate the key factors influencing consumer intentions. This study focuses on the millennial generation, as they represent a significant share of the productive population, are generally more open to technological innovation, and are expected to become the primary consumers in the future EV market.Purpose: This study aims to analyze the factors influencing EV adoption in Indonesia by applying a modified Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) model, with millennials as the key demographic segment.Design/methodology/approach: An online survey was conducted with 230 respondents, and the data were analyzed using Structural Equation Modeling (SEM) with Partial Least Squares (PLS) through SmartPLS 3.0 software. The study examined nine variables: performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, price value, habit, perceived behavioral control, and attitude toward behavior.Findings/Results: The results indicate that habit and hedonic motivation significantly influence consumers’ behavioral intention to adopt EVs. Conversely, performance expectancy and social influence were not found to mediate the relationship between exogenous variables and use behavior.Conclusion: The findings suggest that manufacturers should prioritize creating personalized consumer experiences and enhancing the social status associated with EV ownership. Furthermore, policymakers should strengthen incentives and accelerate infrastructure development to support EV adoption in Indonesia. Marketing strategies also need to integrate consumer habits and emotional drivers to speed up the adoption process.Originality/value (State of the art): This study contributes to the growing body of knowledge on EV adoption in developing countries by applying a modified UTAUT2 model with a focus on millennials. The results provide valuable insights for policymakers and industry stakeholders in designing targeted interventions to promote EV adoption. Keywords: electric vehicles, UTAUT 2, behavioral intention, sustainable transportation, structural equation modeling (SEM)
Simulating Competing Customer Relationship Management (CRM) Models: A PLS-SEM Approach To Identifying The Best-Fit Model For Alumni Contribution in Higher Education Shalihati, Fithriyyah; Sumarwan, Ujang; Hartoyo, Hartoyo; Yuliati, Lilik Noor
Jurnal Aplikasi Bisnis dan Manajemen Vol. 11 No. 3 (2025): JABM Vol. 11 No. 3, September 2025
Publisher : School of Business, Bogor Agricultural University (SB-IPB)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17358/jabm.11.3.1024

Abstract

Background: Higher education institutions (HEIs) are increasingly expected to maintain meaningful long-term relationships with alumni. Customer Relationship Management (CRM), particularly when integrated with social media, has emerged as a key strategy for fostering alumni engagement, satisfaction, and contribution.Purpose: This study aims to identify the best-fit structural model that explains alumni contributions through CRM and social media interaction, while also investigating the role of social media as a moderator, mediator, or intervening variable in these relationships.Design/methodology/approach: The study employed Partial Least Squares–Structural Equation Modeling (PLS-SEM) to simulate twelve alternative models using data from 271 alumni of IPB University. These models varied in CRM structure, the inclusion of satisfaction, and the positioning of social media within the pathway.Findings/Result: Twelve structural CRM models were simulated to examine the effect of CRM and social media on alumni outcomes. Among them, Model 12 demonstrated the best fit, with strong explanatory power (R²), predictive relevance (Q²), and low prediction error (RMSE/MAE). The model reveals a sequential pathway: CRM → Customer Satisfaction → Customer Engagement → Customer Loyalty → Alumni Contributions. CRM also influences Social Media, which in turn enhances Satisfaction. All structural paths are statistically significant, indicating that both CRM and social media play a critical role in driving alumni contributions through a satisfaction-based relational process.Conclusion: CRM in higher education is most effective when treated as a socially constructed process mediated by digital interaction. Social media strengthens institutional trust and emotional connection, playing a critical role in converting alumni satisfaction into sustained loyalty and contribution. Universities should implement social CRM strategies by leveraging digital platforms, personalizing alumni communication, and supporting long-term engagement programs.Originality/value: This study contributes to CRM theory by applying social construction theory to alumni engagement and offering an empirically validated model of how social media enhances relational CRM in HEIs. The findings have practical implications for alumni management strategies in the digital era. Keywords: CRM, social media, alumni engagement, higher education, social construction theory
Analysis of Re-purchase Intention by Hybrid Rice Seed Farmers Hadimartono, Soesilo; Sumarwan, Ujang; Sanim, Bunasor
Journal of Consumer Sciences Vol. 2 No. 1 (2017): Journal of Consumer Sciences
Publisher : Department of Family and Consumer Sciences, Faculty of Human Ecology, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29244/jcs.2.1.1-12

Abstract

Rice demand will continue to increase along with the project rate of population increase. The use of quality seed was the thing to get attention. Therefore, it is necessary to analyze the factors that affect the interest in the purchase of hybrid rice seeds by farmers.  The analysis showed that the factors affecting the purchase of hybrid rice seed is the attitude, subjective norm and perceived behavior control. Perceived behavioral control or perceived behavior control according to respondents, it is a factor that determines the first to affect the level of the purchase of hybrid rice seeds. A further factor affecting is subjective norm then the last one is the attitude. Purchase behavior of hybrid rice by farmers in the marketing area Region I Sukamandi PT Sang Hyang Seri is influenced by the contact farmer who can be contacted, the suggestion of extension local hybrid rice, and the influence of most small marketing is done by PT Sang Hyang Seri  itself. Variables influence the perception of control behavior which is in contrary to existing theories. The analysis showed a negative influence, that is, it is possible for farmers who are in the hybrid rice production center. In addition, the general marketing of rice farmers in the region Region I Sukamandi PT Sang Hyang Seri using rice seeds last in 2014, in which time was the existence of government subsidies that encourage farmers to use hybrid seeds in order to increase national rice production.
Consumer Preferences and Segmentation Analysis of Bogor Culinary Tourism Agustina, Ira; Sumarwan, Ujang; Kirbrandoko, Kirbrandoko
Journal of Consumer Sciences Vol. 2 No. 1 (2017): Journal of Consumer Sciences
Publisher : Department of Family and Consumer Sciences, Faculty of Human Ecology, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29244/jcs.2.1.13-24

Abstract

This study was conducted to analyze the segmentation & profiling Bogor tourists, analyze consumer preferences towards typical culinary Bogor and the factors that influence them, and formulate appropriate strategies for the development of the typical culinary Bogor. This research used descriptive method survey. Segmentation and profiling analysis performed on the tourist city of Bogor were done with the help of a cluster analysis. For the second objective of this study, this used conjoint analysis to formulate a preference rating of Bogor to the typical culinary travel Bogor. Both of these analyzes were processed using an analysis tool SPSS 16.0. The results showed that there were three groups/ clusters on the tourist city of Bogor. Cluster i.e. one single adult was as much as 23 percent, and cluster of two adult family was as much as 71 percent, and the last cluster of young adults was as much as 6 percent. Traveler preferences resulting from this study were typical culinary areas of Bogor which had complete tourist facilities, ease of sitting, and friendly service. The strategy that can be formulated for the development of the typical culinary Bogor is a breakthrough in terms of marketing, promotion of standardization policy by the government to businesses typical culinary Bogor, as well as the central building typical culinary Bogor.
Meta-Analysis Study: Reading Behavior Of Food Products Label Sumarwan, Ujang; Simanjuntak, Megawati; Yuliati, Lilik Noor
Journal of Consumer Sciences Vol. 2 No. 2 (2017): Journal of Consumer Sciences
Publisher : Department of Family and Consumer Sciences, Faculty of Human Ecology, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29244/jcs.2.2.26-40

Abstract

Labels are an integral part of a product. Observing the labels on the packaging, especially food products is considered very important to do. However, the label of food packaging products receives less attention from consumers. Therefore, the public is required to be more ingenious in observing the label of food packaging products to avoid food security problems which have adverse health effects. The purpose of this study was to map the results of research on label reading behavior. The design of this study was a literature study of research results that can be accessed via the internet. The results showed that the behavior of reading food product labels was done before buying the product (Aulawi 2005; Susanto 2008; Kumalasari and Sjafei 2012). From the frequency of reading nutrition labels, it could be found out that 42.5 percent of consumers sometimes read and 30.2 percent often read food packaging labels (Andrias 2016). Of the 52 studies, 17 studies have shown that women often read more and notice label attributes on food product packaging. The most commonly read consumer label (Figure 3) was the kosher logo and nutritional value. Food products that are usually labeled are packaged foods. Nutrition and health claims are considered as a means of education for consumers - 14 percent to know new information and 86 percent of consumers decided to read the labels because of the outside factors, such as advertising, internet, or at school.
Co-Authors A Amrullah Abd Azis Abdullah Abdullah Abu Bakar Achmad Fachrodji Achmad Fahrudin Adilah Adilah Aditya Galih Prihartono Aditya Nugraha Adiwinata, Novie Nostalgia Afra Nazhirah Agung Nurrohmat Agus Maulana Agus Wijaya Soehadi Agustina Soares Ahmad Mufid Ahmad Sulaeman Aji Hermawan Akbari, Deni Adha Alamsyah, Zeffry Aldi Noviandi Alexander Joseph Ibnu Wibowo Ali Khomsan Aminah, Mimin Amran Yahya Amru Sahmono Boang Manalu Amzul Rifin Anak Agung Gede Sugianthara Andi Oktoriyana, Andi Andis Sugrani Andreas Chang, Andreas Andreas Samudro Andrie Agustino Anggara, Fajar Anggi Triantoro Anggraini Sukmawati Anindya Savira Anindya Septisuwendani Annetta Gunawan Ari Rahman Arief Daryanto Arief Daryanto Arief, Yuni Sufyanti Arif Imam Suroso Arifin, Zukhri Agusty Leo Syamsul Aris Doyan Aris Doyan Ariyanti Sarwono Arya H. Dharmawan Arya H. Dharmawan ASEP SAEFUDDIN Athiek Sri Redjeki Atika Hermanda, Atika Atilah, Siti Avi Budi Setiawan Bagjamaghfira, Aulia Galuh Bagus Putu Yudhia Kurniawan Bagus Randhyartha Gumilar Bagus Sartono BAMBANG DWI WIJANARKO Benarda Benarda Budi Suharjo Budi Suharjo Budi Susila, Budi Bunasor Sanim Bustanul Arifin BUSTANUL ARIFIN Cahyono, Luqman Carissa Fauzia Arimurti Chasanah Chasanah Chrysanthini, Bebby Cut Zaraswati Dahlia Darjono, Agus Heru Dede Lilis Chaerowati Deden Setiawan Dedi Purnomo Dewi Sani Sukma Diah Arum Savitri Dian Hasfera Dicky Jhoansyah Dika Anggari Djoko Agus Purwanto Djoko Sudantoko Dodik Ridho Nurrochma, Dodik Ridho Dodik Ridho Nurrochmat Dudung Darusman Dudung Darusman Dudung Darusman Dwi Anindita Dwi Rini Kurnia Fitri Dwi Suryanto Hidayat E. Eko Ananto E. Eko Ananto Eddyono, Fauziah Edison, Rizki Edmi Edza Rinaldi Efriyani Sumastuti Egi Ardhika Winata Eliwatis Eliwatis Elsa Gusfryani Elsi Dwi Hapsari Endang Suhendang Endar Nugrahani Enny Kristiani Enny Kristiani Eny Palupi Erdiasa Nursaman Eri Purnomohadi Erliza Noor Etriya Etriya Euis Sunarti Eva Z Yusuf Eva Z Yusuf Eva Z Yusuf Eva Z. Yusuf Fafurida Fafurida Fajar Adi Faqih Udin dan Jono M. Munandar Meivita Amelia Fathiyah Fathiyah Fathonah, Woelandari FATIMAH FATIMAH Fika Azmi Fiscarini, Santy Fitrahdini Fitrahdini Fitria Annilda Fitriana Fitry Primadona Fransiska R Zakaria Fransiska R Zakaria Gagan Gandara Gede Agus Beni Widana Ghozali Maskie Gracia Victoria Fernandez Gultom, Novianti Br Gumilar, Bagus Randhyartha Gusfryani, Elsa Gustia Nur Aria Mahardikawati Habiebah, Intanadyah Ummie Hadi, Dhea Savira Hajar Hanan Anisa Saniyah Hanisa Rahmina Fitriyana Hari Wijayanto Hari Wijayanto Harianto Harianto Hartoyo Hartoyo . Hartoyo Hartoyo Hartoyo Hartoyo Hartoyo Hartoyo Hasanuddin Hasanuddin Hasbiana Hasbiana Hasim Ashari Hasmawati Hasmawati Hendarsyah, Rachman Heny K Daryanto Heny Kuswanti Suwarsinah Hera Laxmi Devi Septiani Hera Laxmi Devi Septiani Herien Puspitawati Herry Purnomo Herry Purnomo Hidayat Arifin Hidayatullah, Muhammad Ikhsan Husnimubaroq, Robi I Gusti Ayu Putu Satya Laksmi I Ketut Mahardika I Wayan Mudianta Ida Ayu Dwi Lestari Idqan Fahmi Iffatul Ulfah Ignatius Suksmadi Ikeu Tanziha Imam Teguh Saptono Imsar Imsar Indah Ageng Maulidini Indah Dwi Pratama Indah Ria Lestari, Indah Ria Indah Susilowati Indayani B Inna Kurnia Hidayat Ira Agustina, Ira Irawan, R.Rudy Irma Rumondang Irman Hermadi Irni Rahmayani Johan Isma Nurhikmah Apupianti Ismul Huda Istiqlaliyah Muflikhati Istriningsih Ita Arfyanti Iwan Setiawan Iwan Setiawan JOHANNES W WAHONO Joko Rurianto Judianto Hasan Kadek Viviona Cristi Khairunnisa Ismah Kinanti Pradita Pangesti Kirbrandoko Kirbrandoko Komala sari, Komala Komang Mirah Meigaria Komara, Siti Kristiani, Enny Kristianingsih, - Kumoro, Retno Kuntadi, Yahya Agung Lestari*, Indah Ria Lestari, Indah Ria Lestari, Vici Lucyta Lilik Noor Lilik Noor Yulianti Lilik Noor Yulianti Lilik Noor Yuliati Linda Fitriani Lisdiawati, Hartika Lisha Luthfiana Fajri Lohita, Handinata D. Lyra Majasoka M Fadli M Nadratuzzaman Hosen M. Syamsul Maarif Mahanani, Raditya Kasih Maharini - Rahsilaputeri Mahlil, Teuku Majasoka, Lyra Maria, Maya Marliyah Marza Riyandika Nugraha Maulana, Syahrial MD Djamaludin Megalia, - Megawati Simanjuntak Melly Latifah Mirasanti Wahyuni, Mirasanti Mochammad Reza Firmansyah Moh. Djemdjem Djamaludin Mohammad Baedowy Mohd. Arifin Muchlis Ahmady Mufti Hatur Rahmah Muh. Darmin Ahmad Pella Muh. Darmin Ahmad Pella Muh. Muzani Zulmaizar Muhamad Nadratuzzaman Hosen Muhamad Ramdani, Risma Muhammad Adam Soetirto Muhammad Fadhil Choliq Muhammad Mukti Ali Muhammad Nur Mukhamad Najib Mukhammad Najib, Mukhammad Muliawan Hamdani, Muliawan Muslih Mughoffar Mutammam Mutammam Mutmainnah Abbas N. Nadhirin Nani, Irvan Nasution, Mutiara Naufal Fakhri Netti Tinaprilla Netty Tinaprilla Noor, Lilik Noor, Lilik Noorisiva Larasati Nova Yuliati Novarin Salim Noviandi, Aldi Nugraha, Marza Riyandika Nur Hafsah Yunus MS Nur Hafsah Yunus, Muhammad Syaeba Nur Hasanah Nur Hasanah Nursamsia Nursamsia Nursoliha . Panca Wiputra Pella, Darmin Ahmad Pitrasacha Adytia Popong Nurhayati Prasetyo, Edi Yoga Prihartono, Aditya Galih Prirafianti Purnomohadi, Eri R. Rudy Irawan Rachman, Yane Ardian Rachmat Agustian Rahayu, Ismie Leona Rahmah, Khairunnisa Rahmatul Fitriyah Rahmatulloh, Febriandi Rama Indera Kusuma Rayana Rayana Reni Daharti, Reni Reni Heviandri Reni Heviandri Riandarini Reni Sanjaya Resi Agestia Waji Resi Levi Permadani Resty Anugrah Kusmarini Retnaningsih Retnaningsih Retnaningsih Retnaningsih Reviani, Nia Reza, Fakhri Riady Ibnu Khaldun Riandarini, Reni Heviandri Riandarini, Reni Heviandri RINALDI RINALDI Riski Handayani Lubis Rita Nurmalina Robi Nastain Rokhani Hasbullah Rumangkit, Stefanus S, Wagiman S. Berto Fready Siahaan, S. Berto Fready Sabillah, Bellona Mardhatillah Sahara, - Salsabila, Unik Hanifah Samingan Samingan Sandryas Alief Kurniasanti Saraswati, Miranti Alfiah Sardolian Simbolon Sari, Yulia Indah Permata Sarifa Marwa, Sarifa Savira, Anindya Setiadi Djohar Setiadi Djohar Setiadi Djohar Setyo Ferry Wibowo Shalihati, Fithriyyah Shidqi, Salman Fauzan Sholihin Sholihin Sholihin Sholihin Sinta Wardani Sinta Wardani Siti Choriliyah, Siti Siti Jahroh Siti Komara Slamet Maktub, Slamet Slamet Riyadi Slamet Slamet Soesilo Hadimartono, Soesilo Sri Astuti Ratnasari Manggu Sri Bawono Sri Bawono Sri Imaningati Sri Utami Kuntjoro Stevia Septiani Subhan, . Sucihatiningsih Dian Wisika Prajanti Sufrin Hannan Suhendi Suhendi Sulistyo, Adi Suryawan, I Wayan Koko Susanti, Vonny Susi Sulastri Lubis Syafrudin wibowo, Teguh Syahri, Alfi Syamsuriyati, Syamsuriyati Syuhada Sufian Tanra, Andi Ainil Mufidah Tantry Nugroho Tartiani, Yuni Astuti Tri Taufik Hidayat B. Tahawa Tb. Nur Ahmad Maulana Tb. Nur Ahmad Maulana Thaslifa Theresia Gunawan Tiara Putri Sajuthi Tin Herawati Tinaprillia, Netti Tri Damayanti Tria Anisa Firmanti Trifani Mayka Ratri Tulus Sajiwo Tutut Sunarminto Vonny Susanti Wagiman Wagiman S. Wahpiyudin, Cep Abdul Baasith Wahyu Sukma Samudera Wahyu Widodo Wahyudian Wahyudian Wahyuningsih, Sri Suharmini Waluyo Waluyo Wardhani, Widya Wasito Wasito Waysima Waysima Waysima Waysima Widya Erdina Sandra Widyandana Widyandana Wikan Purwihantoro Sudarmaji Wira Aulia Wirna Arifitriana Wulandari, Kiki Dwi Wulandari, Shenda Maulina Yahya Agung Kuntadi Yane Ardian Rachman Yanti Sunaidi Yanuar Aga Nugraha Yanuar Rachmansyah Yeni Dilla Roza Yudha Heryawan Asnawi Yudha, Yudy Prakasa Yudy Prakasa Yudha Yurika Rahayu, Yurika Rahayu Yurita Sari Yurita Yurita Yusran Fachry Reza Yusuf, Eva Z Yusuf, Eva Z Yusuf, Eva Zhoriva Zhafirah, Anindya Zifwen Zifwen Zulfi Anggraini