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An Empirical Study of Regression

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An Empirical Study of Regression Organizing Committee of 2nd ANCOSET 2020 ADVISORY BOARD Prof. Dr. Duran Corebima Aloysius, M.Pd. (Universitas Kanjuruhan Malang, Indonesia) Prof. Suhadi Ibnu, Ph.D. (Universitas Kanjuruhan Malang, Indonesia) Prof. Laurens Kaluge, M.A., Ph.D (Universitas Kanjuruhan Malang, Indonesia) Prof. Dr. Soedjijono, M.Hum. (Universitas Kanjuruhan Malang, Indonesia) Prof. Dr. Azlinda Azman. (Universiti Sains Malaysia, Malaysia) Prof. Reevany bin Bustami, Ph.D. (Universiti Sains Malaysia, Malaysia) Prof. Dr. Mustafa bin Mamat. (UNISZA, Malaysia) Assoc Prof. Helen Creese, Ph.D. (University of Queensland, Australia) Dr. Sam Wane. (Harper Adams University, UK) Assoc Prof. Pieter Sahertian, M.Si. (Universitas Kanjuruhan Malang, Indonesia) Assoc Prof. Dr. Sudi Dul Aji, M.Si. (Universitas Kanjuruhan Malang, Indonesia) Assoc Prof. Dr. Dwi Setiyadi (Universitas PGRI Madiun, Indonesia) Assoc Prof. Dr. Parji. (Universitas PGRI Madiun, Indonesia) Asst. Prof. Dr. Tantri Mayasari. (Universitas PGRI Madiun, Indonesia) Assoc. Prof. Dr. Muhdi, S.H., M.Hum. (Universitas PGRI Semarang, Indonesia) Asst. Prof. Mega Novita, S.Si., M.Si., M.Nat.Sc., Ph.D. (Universitas PGRI Semarang, Indonesia) Assoc. Prof. Dr. Achmad Buchori, S.Pd., M.Pd. (Universitas PGRI Semarang, Indonesia) Assoc Prof. Dr. Ir. Hj. Sitti Rohmi Djalilah M. Pd. (Universitas Hamzanwadi, Indonesia) Assoc Prof. Dr. H. Khirjan Nahdi, M. Hum. (Universitas Hamzanwadi, Indonesia) Asst. Prof. Baiq Aryani Novianti, M. Pd. (Universitas Hamzanwadi, Indonesia) Assoc. Prof. Dr. Murphin Joshua Sembiring, M.Si. (Universitas Ma Chung, Indonesia) Assoc Prof. Dr. Eng. Romy Budhi Widodo (Universitas Ma Chung, Indonesia) Assoc Prof. Dr. H. Didin, Muhafidin., M.Si. (Universitas AL-Ghifari, Indonesia) Asst. Prof. Meiry Akmara Dhina, M.Pd. (Universitas AL-Ghifari, Indonesia) Assoc Prof. Dr. Ir. Kustamar, MT. (Institut Teknologi Nasional Malang, Indonesia) Assoc Prof. Dr. Imam Sujono, S. Pd., MM. (Universitas Bhinneka PGRI, Indonesia) Asst. Prof. Dr. Dian Septi Nur Afifah, M. Pd. (Universitas Bhinneka PGRI, Indonesia) Asst. Prof. Dr. Tomi Listiawan, S. Si, M. Pd. MCE. (Universitas Bhinneka PGRI, Indonesia) Prof. Dr. Sutopo, M.Si. (Universitas Negeri Malang, Indonesia) Prof. Arif Hidayat, M.Si. (Universitas Negeri Malang, Indonesia) Assoc Prof. Tutin Aryanti, Ph.D. (Universitas Pendidikan Indonesia, Indonesia) Assoc Prof. Dr. I Ketut Suastika, M.Si. (Universitas Kanjuruhan Malang, Indonesia) Assoc Prof. Dr. Endah Andayani, S.Pd., MM. (Universitas Kanjuruhan Malang, Indonesia) Assoc Prof. Dr. H. Suciati, SH., M.Hum. (Universitas Kanjuruhan Malang, Indonesia) Assoc Prof. Dr. Mujiono, M.Pd. (Universitas Kanjuruhan Malang, Indonesia) Asst. Prof. Dr. Sulistyo, M.Ak. (Universitas Kanjuruhan Malang, Indonesia) Asst. Prof. Dr. Enike Dwi Kusumawati, S.Pt., MP. (Universitas Kanjuruhan Malang, Indonesia) Asst. Prof. Dr. Triwahyudianto, M.Si. (Universitas Kanjuruhan Malang, Indonesia) SCIENTIFIC COMMITEE Prof. Dr. Ade Gafar Abdullah, M.Si. (Universitas Pendidikan Indonesia, Indonesia) Assoc Dr. Isma Widiaty, M.Pd. (Universitas Pendidikan Indonesia, Indonesia) Prof. Anna Permanasari, M.Si (Universitas Pendidikan Indonesia) Asst. Prof. Muhammad Nur Hudha, M.Pd. (Universitas Kanjuruhan Malang, Indonesia) Ayu Liskinasih, M.Pd. (Universitas Kanjuruhan Malang, Indonesia) Asst. Prof. Choirul Huda, M.Si. (Universitas Kanjuruhan Malang, Indonesia) i ORGANIZING COMMITEE Conference Chair : Ayu Liskinasih, M.Pd. Vice-Chair : Muhammad Nur Hudha, M.Pd. Secretary & Moderator : Riza Weganofa, M.Pd. Treasurer : Ati Retna Sari, SE., Ak., M.SA. Information Technology Committee: Arief Rahman Hakim, M.Pd. Akhmad Zaini, S.Kom., M.T. Heri Santoso, M.Kom. Program Committee: Hestiningtyas Yuli Pratiwi, M.Pd. Imam Ariffudin, M.Pd. Ajeng Intan Nur Rahmawati, M.Pd. Partnership Coordinator : Tri Ida Wahyu Kustyorini, S.Pt., MP. ii Welcoming Speech of Rector of Unikama Good morning Distinguished keynote speakers, respected colleagues, and ladies and gentlemen. Ladies and Gentlemen, allow me in this opportunity to welcome all of this conference participants by first praying our grateful and praise to the Almighty God for all His blessings, grace, and mercies that have made us possible to be here in excellent condition and health It is a great pleasure for me to declare open the Second Annual Conference on Social Sciences and Humanities and the Second Annual Conference on Science and Technology and to welcome the presenters and participants from all over Asia to exchange experience and work together on the exciting field of social sciences and technology and their applications. Thank you very much for taking your precious time to participate today. In particular, I would like to extend my gratitude to distinguished keynote speakers from abroad. First of all, please allow me to express my sincere appreciation for: Assoc Prof. Dr. A. Chitra Devi (School of Management Studies, Sathyabama Institute of Science & Technology, India) Dr. Nico Irawan (Assistant Dean, International College Rajamangala University of Technology Krungthep, Thailand) Assoc Prof. Dr. Massudi Mahmuddin (Universiti Utara Malaysia) Prof. Dr. Ida Hamidah, M.Si. (Universitas Pendidikan Indonesia) Assoc Prof. Dr. Sudi Dul Aji, M.Si (Universitas Kanjuruhan Malang, Indonesia) for attending our conference online. I welcome all of you and hope that today's event will serve as a catalyst for strengthening international cooperation on the transfer of innovative technology. The world today is facing many challenges amid this Pandemic all over the world. We must address the sustainability agenda to deliver improvements in social sciences, humanities and technology. Together with the public and private sectors, non-governmental and intergovernmental organizations, scientists, engineers are responsible to build a better life and safety for society through the application of knowledge to convert resources into products and services without compromising the ability of future generations to cope with their needs. This conference has come along way since 2018 and has surpassed the various challenges that our education system has faced over the years and has adapted to the changing technological trends in the industry. The theme of our conferences are Expanding the Contribution of Social Sciences to Support Community Sustainability amid Pandemic and iii The Role of Science & Technology Application on Building Community Resilience during New Normal. We have experts from across the field who will be with us, sharing their thoughts, knowledge and opinions with the rest of us. The major outcomes that we expect from this conference is a national and international framework for the changing education systems around the world and how it can be inclined with the concept of social distancing caused due to COVID-19 pandemic. Furthermore, we want to highlight the role of science and technology that many of you brought from the field will contribute to the better New Normal life. Last but not the least, I would like to thank all the delegates, the campus authorities around the country with whom co-hosted this conference, and participants from other countries. Before coming to a close of these remarks, I would also like to remind you and especially our moderators to strictly stick to our time schedule and not to let any session overrun. I wish everyone a successful, safe and fruitful conference. Thank you iv Remark of Chair of the Committee Assalamualaikum Wr. Wb and Good Morning Dear Presenters and Participants, First and foremost, it is my great pleasure to welcome all of our distinguished speakers, presenters, and participants to the International Conference Series held by Universitas Kanjuruhan Malang (Unikama). This year we hold two virtual international conferences: The Second Annual Conference on Social Sciences & Humanities (ANCOSH) and The Second Annual Conference of Science & Technology (ANCOSET). It is an ongoing effort by Unikama, starting from the first international conference in 2016, and followed by the first Ancosh and Ancoset in 2018. This year, the 2nd Ancosh & Ancoset 2020 are proudly co-organized with our partner universities, those are: Universitas PGRI Adi Buana Surabaya, STIE Dewantara Jombang, Universitas Bhinneka PGRI Tulungagung, Universitas Al-Ghifari, Universitas Hamzanwadi, Universitas PGRI Semarang, Institut Teknologi Nasional Malang, Universitas Ma Chung, and IKIP PGRI Jember. Therefore, on behalf of Unikama, I would like to extend our gratitude to the endless support of our co-hosts. This year virtual conferences take on the themes “Expanding the Contribution of Social Sciences to Support Community Sustainability amid Pandemic” and “The Role of Science & Technology Application on Building Community Resilience during New Normal”. Both themes are inspired by the sudden outbreaks of the coronavirus 2019 and how people have to deal with the massive changes. Thus, the 2nd Ancosh and Ancoset 2020 are mainly aimed to provide a sharing platform that enables researchers, academics, and practitioners to share their best practices which have been produced through research, as well as to propose the best strategy to help the society in coping with the crisis. The 2nd Ancosh & Ancoset 2020 invite prominent scholars as keynote speakers who share their thoughts and expertise addressing this year’s central theme. We proudly welcome Associate Prof. Dr. A. Chitra Devi from Sathyabama Institute of Science & Technology, India; Dr. Nico Irawan form Rajamanggala University of Technology Krungthep, Thailand;
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