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Optimising International SME Competitiveness through Machine Learning-Driven Market Analysis : A Mixed Methods Approach Wenny Eka Prasetiawan; Sudarmiatin Sudarmiatin
International Journal of Economics, Commerce, and Management Vol. 2 No. 3 (2025): July : International Journal of Economics, Commerce, and Management
Publisher : Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/ijecm.v2i3.677

Abstract

International Micro, Small and Medium Enterprises (MSMEs) face significant challenges in improving global competitiveness due to limited resources and access to effective market analysis, despite contributing 45% to the global economy (OECD, 2025). This research aims to develop an integrated machine learning (ML) model with a mixed-methods approach to optimise cross-border MSME market analysis. A combination of quantitative (transaction data analysis of 500 Indonesian export MSMEs 2020-2024 using XGBoost and SEM-AMOS) and qualitative (interviews with 15 MSME players) methods revealed that the XGBoost model achieved 89% accuracy in predicting market trends, with key variables including social media sentiment (28%) and exchange rate fluctuations (19%). Qualitative results show that 65% of MSMEs face cross-border regulatory barriers that ML models do not detect. The findings extend the Resource-Based View theory by validating AI-driven market intelligence as a strategic asset (β = 0.67, p 0.7. This research highlights the importance of technology integration and contextual adaptation in the digital transformation of MSMEs.
The Impact of FOMO on Tiktok Content Marketing Storytelling for One Piece Comic Purchase Decisions Alberta Adinata; Sudarmiatin Sudarmiatin
International Journal of Economics and Management Sciences Vol. 2 No. 2 (2025): May : International Journal of Economics and Management Sciences
Publisher : Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/ijems.v2i2.649

Abstract

Digital transformation has reconstructed the marketing landscape, presenting TikTok as a narrative and affective space in shaping consumption decisions. This study investigates the interaction between Storytelling Marketing (STM), Electronic Word of Mouth (e-WOM), and Fear of Missing Out (FOMO) in mediating One Piece comic purchase intention. With a PLS-SEM approach to 385 respondents, it was found that STM and e-WOM not only have a direct impact on purchasing decisions, but also form a psychological resonance in the form of FOMO which strengthens consumptive urges. TikTok in this case is not just a medium, but an affective field where perceptions, emotions, and social impulses intertwine, blurring the line between narrative and economic decisions. This finding confirms the role of content strategy as a construction of meaning that activates symbolic ownership through collective emotional urgency.
Competitive Advantage of SMEs through Differentiation and Digitalization: A Case Study of Ash Scarf Rita Anggraini Rahayu; Sudarmiatin Sudarmiatin
International Journal of Economics and Management Sciences Vol. 2 No. 2 (2025): May : International Journal of Economics and Management Sciences
Publisher : Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/ijems.v2i2.710

Abstract

This article discusses the concept of competitive advantage and its application in SMEs, with a case study on Ash Scarf, an SME in the hijab fashion industry. This study analyzes how Ash Scarf builds competitive advantage through differentiation and digitalization strategies. By referring to theories from Michael Porter and other experts, this research evaluates how Ash Scarf utilizes product uniqueness, customer service, and digital technology to compete in a competitive market. The research findings indicate that product differentiation and the effective use of digital platforms enable Ash Scarf to achieve a strong position in the market. This study also identifies the challenges SMEs face in implementing these strategies and provides recommendations for future development.
Implementation of Service Quality to Increase Customer Satisfaction at Arascarf in Malang City Nur Afika Fitriani; Yaumi Rohmah; Sudarmiatin Sudarmiatin
Dinamika Publik: Jurnal Manajemen dan Administrasi Bisnis Vol. 3 No. 1 (2025): Jurnal Manajemen dan Administrasi Bisnis
Publisher : Politeknik Kampar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59061/dinamikapublik.v3i1.990

Abstract

This study aims to analyze the implementation of service quality to improve customer satisfaction at Arascarf MSMEs in Malang City. The researcher uses the SERVQUAL model as an analytical framework to evaluate five dimensions of service quality, namely physical evidence, reliability, responsiveness, assurance, and empathy. This study was conducted with a qualitative case study approach. The researcher obtained data through in-depth interviews, direct observation, and documentation. The researcher found that the dimensions of responsiveness and empathy have a dominant influence on positive consumer perceptions. Consumers consider that fast service and friendly attitudes from MSMEs create a sense of comfort and trust. However, the researcher also found that in the dimensions of physical evidence and assurance, there are still shortcomings that need to be fixed. Overall, consumer attitudes towards Arascraf services are positive, but still require improvement in aspects of professionalism and quality consistency. This study concludes that strengthening the five dimensions of SERVQUAL in a balanced manner can be an effective strategy to build customer satisfaction and loyalty sustainably.
Horizontal Product Diversification Strategy to Increase the Competitiveness of MSMEs Hariyanti, Sri; Sudarmiatin; Wardana, Ludi Wishnu
Asian Journal of Management Analytics Vol. 2 No. 4 (2023): October 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/ajma.v2i4.6596

Abstract

The development of the culinary business in Indonesia is increasingly rapid and diverse in meeting the increasingly complex needs of society in line with changes in life style. Companies/MSMEs are required to be able to fulfill consumer requests or desires, so that they can compete, efforts need to be made to increase product quality and variety (horizontal diversification of products) in order to produce products that consumers are interested in. This research aims to find out how the horizontal product diversification strategy is implemented at CV.Bolu Ketan Minister of Forestry and to determine the increase in CV's competitiveness. Minister of Forestry's Sticky Rice Bolu after implementing a horizontal product diversification strategy. Therefore, a qualitative approach is used to determine the condition of natural objects, where the researcher is the key instrument. The results of this research show that CV. Bolu Ketan Mendhut has implemented a horizontal product diversification strategy so that it has many flavor variants in its products and various sizes to meet consumer demand and from implementing this strategy it has apparently increased its competitiveness among its competitors.
The Influence of Effective Communication, Work Motivation and Work Discipline on Employee Work Productivity in Emping Blinjo Msmes in Kediri Dewi, Anita Sumelvia; Sudarmiatin; Wardana, Ludi Wishnu
Asian Journal of Management Analytics Vol. 2 No. 4 (2023): October 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/ajma.v2i4.6625

Abstract

The aim of this research is to find out and explain effective communication, work motivation and work discipline which simultaneously have a significant effect on employee work productivity. This type of research uses quantitative research. The data sources in this research use primary and secondary data. The sample in the research was 40 employees of MSMEs Emping Blinjo using saturated sampling techniques. The analysis techniques used are validity test, reliability test, normality test, linearity test, multicollinearity test, heteroscedasticity test, t test, F test, multiple linear regression analysis, and coefficient of determination (R2) test using the SPSS version 25 program. Research results partially the effective communication variable has a positive and significant effect on employee work productivity, the work motivation variable has a positive and significant effect on employee work productivity, and the work discipline variable has a positive and significant effect on employee work productivity. Simultaneously the variables of effective communication, work motivation and discipline work has a significant effect on employee work productivity at Emping Blinjo MSMEs.
The Influence of MSME Owner Leadership and Motivation on Employee Productivity in the Weaving MSME Business Environment in Bandar Kristanti, Desi; Sudarmiatin; Wardana, Ludi Wishnu
Asian Journal of Management Analytics Vol. 2 No. 4 (2023): October 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/ajma.v2i4.6626

Abstract

The research aims to determine the influence of MSME Owner Leadership and Motivation on Employee Productivity. Case studies were conducted on MSME owners located in urban areas. Data was obtained by distributing questionnaires. The sample studied in this research was 35 respondents. Data analysis techniques: Validity Test, Reliability Test, Classical Assumption Test, Multiple Linear Regression Analysis Test, Coefficient of Determination Test. The results of this research show that (1) The results of hypothesis testing prove that MSME Leadership has a significant effect on Employee Productivity in the Weaving MSME Business Environment in Bandar. (2) The results of hypothesis testing prove that motivation has no significant effect on employee productivity in the MSME Weaving Business Environment in Bandar. (3) The results of hypothesis testing prove that MSME Owner Leadership and Motivation simultaneously have a significant effect on Employee Productivity in the Weaving MSME Business Environment in Bandar.
Building Repurchase Intention of Customers for Grab Transportation Services in Brosem Smes, Batu City With Customer Satisfaction as a Mediator Variable Lestari, Yogi Dwi; Sudarmiatin; Wardana, Ludi Wishnu
Asian Journal of Management Analytics Vol. 2 No. 4 (2023): October 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/ajma.v2i4.6631

Abstract

The aim of this research is to determine effectiveness customer satisfaction in mediating service quality and customer value in building repurchase intention Grab transportation service for Brosem SMEs, Batu City. This research is quantitative descriptive. The population of this research is members of Brosem SMEs Kota Batu who use Grab transportation services with a sample of 76 respondents. Sample size guidelines using saturated samples. Data analysis in this research used descriptive statistical techniques and inferential statistical analysis with the SPSS application. The results of this research show that service quality proven to have no effect on customer satisfaction but it has been proven to have an effect on repurchase intention, either directly or through mediation customer satisfaction. Where as customer value proven to have a positive and significant effect on customer satisfaction and its influence on repurchase intention with mediation customer satisfaction. However customer value has no effect on repurchase intention directly.
Business Ethics in Mediating the Influence of Green Accounting on Competitive Advantage in Batik Kediri MSMEs Nadhiroh, Umi; Sudarmiatin; Wardana, Ludi Wishnu
Asian Journal of Management Analytics Vol. 2 No. 4 (2023): October 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/ajma.v2i4.6680

Abstract

This research aims to determine the effect of green accounting on competitive advantage with business ethics as a mediating variable. The variables used are Green Accounting (X), Competitive Advantage (Y), and Business Ethics (Z). The data collection method was through a questionnaire distributed to the material and financial procurement section of Batik Kediri MSMEs. The samples taken were 40 respondents using a saturated sampling technique. The analytical tool used in this research is SmartPLS. The research results show that Green Accounting does not have a direct positive and significant effect on Competitive Advantage in Batik Kediri MSMEs, Green Accounting has a positive and significant direct effect on Business Ethics in Batik Kediri MSMEs. Business Ethics does not have a direct positive and significant effect on the competitive advantage of Batik Kediri MSMEs. Business Ethics is able to mediate green accounting well against competitive advantage.
Investigating the Effect of Brand Experience and Service Quality on Brand Loyalty mediated by Brand Trust in Travel Umroh Al Madinah Mutiara Sunnah Kediri City Muttaqien, Zaenul; Sudarmiatin; Wardana, Ludi Wishnu
Asian Journal of Management Analytics Vol. 2 No. 4 (2023): October 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/ajma.v2i4.6702

Abstract

This study analyses the effect of brand experience and service quality on brand loyalty mediated by brand trust. This type of research is explanatory research and primary data collection using a questionnaire. The sampling technique used stratified proportionate random sampling method. The number of samples was 127 respondents who were Umrah pilgrims of PT Al Madinna Mutiara Sunnah. The data was processed using SmartPLS 3.0 software.  The results showed that Brand Experience and Service Quality each had a significant effect on brand trust. Brand Experience has a significant effect on brand loyalty, while service quality has no significant effect on brand loyalty. Brand trust significantly mediates the relationship between brand experience or service quality variables on brand loyalty.
Co-Authors A. Rosyid Al Atok, A. Rosyid Al Abdullah As Shoib Abdullah Syakur Novianto Abdullah Syakur Novianto Abdulloh Abdulloh Abel Widi Astuti Achmad Basofitrah Ade Setia Pratama Adelia Rahma Adelia Rahma Adelia Sabrina Pramega Adelia Shabrina Prameka Adi Hermawansyah Adi Hermawansyah Adinata, Alberta Aditya Nirwana Aditya Putra Wardanu Afif Nur Rahmadi Afif Nur Rahmadi, Afif Nur Afifa, Nurul Hildha Agung Suryo Agung Winarno Agus Agus Hermawan Agus Hermawan Agus Hermawan Agus Kurniadi, Agus Ahmad Gozi Ahmad Wahyudin Ahmad Wahyudin Aida Dwipriwanti Aini, Nurul Qurrotul Ainun Fuad Aisyah Asri Nurrahma Ajeng Atha Ardelia Cahyanti Aji Prasojo Akbar Amin Akh. Fawaid Al Mukaromah Dewi Puspita Alamsyah, Eko Alberta Adinata Albertaadinata Albertaadinata Alfina Jannah Alfiyah Mu'arofah Alif Mudiono Alif Utama, Muhammad Luthfi Alifah, Luthfi Nur Alivi Lutfil Karimah Alviansyah, Havisfal Amalia, Nabila Ambarwati, Titisari AMELIA SETYAWATI Amelia Setyawati Amelia Setyawati Amelia Sugangga Amelia Sugangga Amin, Muhamamd Sirojuddin Amin, Muhammad Sirojuddin Ana Dwi Setyo Lestari Ana Dwi Setyo Lestari Andika Wulan Febriani Andrianto, Ahmad Andy Chandra Pramana Anggraini, Cici Aniek Murniati Anis Sya'bania Anita Handayani Anni Yudiastuti Arif Isnaini Arif Isnaini Arif Wicaksono Arisman Arsih Amalia Chandra Permata Asep Dana Saputra Asepta, Uki Yonda Aslinda, Aslinda Asy’ari , Ahmad Taufiqurrahman Auramila Divana Esfandiari Awdita Citra Birru Ayu Intan Permatasari Ayu Putriana Dewi Ayuanti, Rafikhein Novia Bagus Setiawan Bagus Setiawan Bambang Supeno BAMBANG SUPENO Bastomi, Mohamad Bhernanda Artino Bidhin, Rosmiza Bidin, Rosmiza Budi Eko Soectjipto Budi Eko Soetjipto Budi UTAMI Budi Utami Buyung Adi Dharma Chairatun Nisa’il Firdausi Madjid Choirul Anam Cholifah, Emilia Nur Cindy Pramita Cipto Wardoyo Damis Veri Budianto Dayat, Mohammad Deasy Tantriana Dedi Joko Hermawan Dedy Saputra Della A., Ratna Della Ayu Zonna Lia desi kristanti, desi Desy Anggreani Devi Tri Lukitasari Dewantoro, Tomy Wahyu DEWI DIAH FAKHRIYYAH Dewi Diah Fakhriyyah Dewi Nurjannah Dewi Sinta Puspitasari Dewi, Anita Sumelvia Diana Ambarwati Diana Ambarwati Diki Egie Nugraha Dina Fitrohtur Rohmah Djoewita Djoewita Djoewita Djoewita Djoewita, Djoewita Dwi Andre Vebriansyah Dwi santoso Dwi Wahyudi Dwiba, Rehana Dyah Arini R Dyah Arini Rudhiningtyas Dyah Arini Rudiningtyas Dyah Arini Rudiningtyas Dyah Setyawati Dynda Prista Edi Irawan Edi Murdiyanto Edy Bambang Irawan Ega Saiful Eko Juni Wahyudi Eko Soetjipto , Budi Elfia Nora, Elfia Elfiya Yetti Elok Vilantika Ely Siswanto Emilia Nur Cholifah Eni Noviani Enjelika Enjelika Enjelika, Enjelika Erna Retno Rahadjeng Erwin Syahputra, Erwin Esvanti, Mirza Esy Nur Aisyah Fadhilah Nur Oktaviani Faizin, Moh. Fajar Budiyanto, Fajar Fajar Dio Wahyu Farika Nikmah Fatmala, Fila Dia Ayu Fatmasari Endayani Fauji, Diah Ayu Septi Fauzi Rahmanuddin Fawaid, Akh Fazri, Narotama Aulia Febriyani, Yanik Fina Ratna Sari Firda Meisaroh Firdaus Romadhoni, Satrio Ahmadtul Firmansyah, Risky Fitriadi, Agus Fitriana Fitriastuti, Dyah Ayu Fuji Santoso Fulgentius Danardana Murwani Gilang Permatasari, Trivena Gunawan Santoso Gunawan, Egit Fahri Hadi Sumarsono Hadi, Dita Eka Putri Halid Hasan Hamdani Hamdani Handri Dian Wahyudi Haniatur Rofiqoh Umar Hanif Rani Iswari Hanif Rani Iswari Hapsari, Emilly Nur Haqi, Syafrozi Hariyanti, Sri Hariyono Hariyono Harwida, Gleydis Hasani, Syaiful Heri Pratikto Herlina Kusuma Wardhani Hermawan Hermawan, Romy Hernanik, Nova Dwi Hidayati, Irma Huddy Iswanto Huddy Iswanto I Nyoman Sudana Degeng I Wayan Jaman Adi Putra Iing Sri Hardiningrum Iklila Amiroh Ilham, Moh. Ilham, Rachmad Imam Habibi Imam Mukhlis Imam Muklis Immanuel U Osijo Immanuel Ustradi Osijo Indah Datin Nadliroh Indah Yuni Astuti, Indah Indira Oktavianti Insani, Yogie Dana Iradah Rahman Iradah Rahman Irfan Taufik, Irfan Irma Hidayati Irma Hidayati Irma Suryandari Ismawati, Lilik Ismayantika Dyah Puspasari Ismayantika Dyah Puspasari Isnaini, Arif Ita Athia Ita Prihatining Wilujeng Ita Prihatiningsih Ita Wilujeng Iva Chandraningtyas Iva Khoiril Mala Iva Khoirul Mala Ivan armawan Ivan Widjaja Jamaluddin Jamaluddin Janaldo, William Jannatul Firdaus Jazuli Jazuli Jazuli Jazuli Jazuli, Moh. Nasir Joni Hendra Joni Hendra Junaidi Junaidi Kartika, Mohammad Kespandiar, Tengku Kevin Novantiko Khalikussabir, Khalikussabir Khoirul Ilmiati Khusnia, Rif’atul Krismi Budi Sienatra Kristianingsih, yuyun Kukuh Handojo Kuncahyono Kuncahyono KURNIAWAN, RIVALDO Kusumaryoko, Prayogo Kusumasari, Diana Dwi Landreas Utama Lie Landreas Utama, Lie Lestari, Yogi Dwi Lilik Ismawati Lilik Ismawati Ludi Wishnu Ludi Wishnu Perdana Ludi Wishnu Wardana Ludi Wishnu Wardhana Ludi Wishnu Wardhana Ludi Wisnu Wardana Ludi Wisnu Wardana Lukmanasari, Herla M. Adi Trisna Wahyudi M. Cholid Mawardi M. Dayat M. Dayat M. Fahrizal Hasibuan Madziatul Churiyah Maghfiroh, Rahma Ulfa Mahfudiyanto Mahfudiyanto Mahmud Mahmud Manalu, Hotmarilitua Maretasari, Rina Markhamah, Siti Martin Maslichah Maslichah Masula, Fariham Maula, Farij Ibadil Maulidya Alfi Anita Zain Meda Yusika Mega Aulianda Mega Aulianda Melany Meldona Miftahul Hadi Miftahul Zanna Arsyad Mirza Esvanti Moch. Wahyu Widodo Mochamad Sirodjudin Moh. Faizin Moh. Faizin Moh. Ilham Mohammad Amin Mohammad Dullah Zuli Mohammad Hamim Sultoni Mohammad Yaskun Mokhammad Nurruddin Zanky Mokhammad Nuruddin Zanky Muchamad Rizky Fauzi Muchammad Firman Mauludin Muhammad Nashirul Haq Muhammad Rosyihuddin Muhammad Rosyihuddin Muhammad Saifur Rijal Muhammad Tody Arsyianto Muhammad Zainuddin Muhammad Zainuddin Muhammad Zainuddin Mujiyanti, Sri Ayudha Munandar Munandar Murdiyanto, Edi Muttaqien, Zaenul Nadhifah Citra Tsani Soraya Nadliroh, Indah Datin Nafisah, A’isy Fiklil Naja Jessyka Maulani Putri Nashiroh, Abdillah Agustya Siwi Nashrullah, Ahmad Happy Naswan Harsono Naswan Suharsono Nazwan Suharsono Nida Adenia Rahma Nizar Zain, Fahru Rozi Nova Dwi Hernanik Novilia, Evita Novita Rifaul Kirom, Novita Rifaul Nur Afika Fitriani Nur Diana Nur Diana Nur Oktaviani, Fadhilah Nurhayani Nurhayani Nuril Aulia Munawaroh Nurmalita Sari Nursasi, Farika Nurul Farida Nurul Hidayati Nurul Hildha Afifa Nurwulan, Esti NURYANTI, RIZKY Nyuherno Aris Wibowo Nyuherno Aris Wibowo Oktora, Yekie Senja Oktora, Yekie Senja Pambudy, Akhlis Priya Pradana, Ludi Wishnu Pradipta, Malvin Dharma Prakoso Prastiono, Suryo Prayogonegoro, Prabu Nurdin Prihatin Sulistyowati Prihatin Sulistyowati, Prihatin Puji Handayati Purwianti, Ari Purwiyanto Putimelinda, Widya Putra Wardanu, Aditya Putri, Naja Jessyka Maulani Qurrotul Aini, Nurul Rachmawati, Dita Raden Mohamad Herdian Bhakti Rafikhein Novia Ayuanti Rafikhein Novia Ayuanti Rafikhein Novia Ayuanti Rahajeng Cahyaning Putri Cipto Rahayu RAHAYU Rahayu Rahayu Rahayu, Wening Padmi Rahma Ulfa Maghfiroh Rahma, Deshinta Raisa Rahman, Fadali Rahmawati Raisa Fitri Rakei Yunardhani Ramadhani, Bima Ramdani, Gani Rana Saifullah Hassan Ratna Tri Hardaningtyas, Ratna Tri Rayie Tariaranie Wiguna Rayie Tariaranie Wiguna Rayyan Sugangga Rayyan Sugangga Readi, Robbi Regita Niken Ashari Restu Millaningtyas Rianzah Munawaroh Richa Afriana Munthe Rieska Maharani Rijal, Muhammad Saifur Rike Selviasari Rike Selviasari Rini Astuti Rita Anggraini Rahayu Rizaldi, Rasyid Akbar Rizkita, Marsya Aulia Rizky Firmansyah Rohmat Rokhman, Afif Nur Romadhoni, Satrio Ahmadtul Firdaus Rosa Indah Parawansah Rosmiza Bidin Rosmiza Bidin Rosmiza Bidin Rosmiza Bidin Rosmiza Bidin Rosmiza Bidin Rosyihuddin, Muhammad Rozmiza Bidin RR. Ella Evrita Hestiandari Rr. Suci Palasari Rudhiningtyas, Dyah Arini Saiful Arif santoso, fuji Saptaria, Lina Sarah Sakiran Salsabila Saraswati, Thusy Tiara Sari, Karina Kemala Sari, Risca Kurnia Sary, Intan Umull Magfira Satria Putra Utama Satrio Ahmadtul Firdaus Romadhoni Septiawan, Bambang Sepvianto, Gersom Arie Setia Pratama, Ade Setyowati, Eko Mety Shafa’ Annisa Puspasari Shahrul Dwi Ananta Sinarti, Tri Sinollah Sirojuddin, Nur Muhammad Siti Nur Khoiriyah Siti Nurbaya Siti Nurul Khaerani Siti Nurul Khaerani Siti Rahayuningsih Siti Ulfatul Faizah Sofyand, Fazli Sopiah Sopiah Sri Hastutik Sriyani Mentari Subhan, Ega Saiful Suganda, Surya Sugeng Utaya Suhartini, Yusnia Suharto Suharto Sukarsih Sukarsih Sukma A.D., Ayu Sulton Sholehuddin Sulton Sholehuddin, Sulton Sumarmi Sumelvia Dewi, Anita Sumiati Sumiati Sunandes, Aris Sunaryanto Suparno Suprayitno, Hery Supriono Supriono Supriono Supriono Supriono Supriono Supriono Suratno Suratno Suryo P, R. Agung Sutomo Sutomo Sutomo Sutomo Thusy Tiara Saraswati Tisa Reta Vianda Titiek Ambarwati Titis Shinta Dhewi, Titis Tiyas Puji Rahayu Tri Djatmika RWW, Ery Tri Sinarti Tri Sugiarti Ramadhan Trisetia Wijijayanti Udin Cahya Ari Prastya Ulfa, Dina Maria Ulfa, Dina Maria Maria Umi Nadhiroh Umi Nandiroh Umu Rosyidah Ustadus Sholihin Ustradi Osijo, Immanuel Vembri Aulia Rahmi Vembri Aulia Rahmi Vembri Aulia Rahmi Wahjoedi Wahjoedi Wahjoedi Wahyu Dede Gustiawan Wahyuningtiyas, Nanik Wardana, Ludi Whisnu Wardana, Ludi Whisnu Wardana Wasis Jatmiko Aji Wasis Jatmiko Aji Wati, Indah Kumoro Wati, Sri Sulistiya Wening Patmi Rahayu Wening Patmi Rahayu Wening Rahayu Wenny Eka Prasetiawan Wibowo, Nyuherno Aris Widya Novia Hedyanti Widyaningrum, Santi Wijaya, Bachtiar wijaya, Jimmy Wijayanti, Trisetia Winda Purwaning Suhairiya Windarsari, Wiwin Riski Wishnu Wardhana, Ludi Wisma Miftahur Rozi Wulandari, Ratna Fitri Yaskun, Mohammad Yatnanta Ramadhana, Yatnanta Yaumi Rohmah Yayan Inriyani Yogatama, Ahmad Nizar Yogi Dwi Lestari Yosi Mariana Yuanita, Rizki Yudiarto Perdana Putra, Yudiarto Perdana Yuli Soesetio Yuliati Yuliati Yuliati Yuliati Yusuf Yusuf Z, Zulfan Zulkarnaen Zanna Arsyad, Miftahul Zenitha Kurnia Putri