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Modeling with generalized linear model on covid-19: Cases in Indonesia Saidi, Subian; Herawati, Netti; Nisa, Khoirin
International Journal of Electronics and Communications Systems Vol. 1 No. 1 (2021): International Journal of Electronics and Communications System
Publisher : Universitas Islam Negeri Raden Intan Lampung, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/ijecs.v1i1.9299

Abstract

The ongoing Covid-19 outbreak has made scientists continue to research this Covid-19 case. Most of the research carried out is on the prediction and modeling of Covid-19 data. This study will also discuss Covid-19 data modeling. The model that is widely used is the linear model. However, if the classical assumption of normality is not met, a special method is needed. The method that can overcome this is the generalized linear model (GLM), with the assumption that the data is distributed in an exponential family. The distribution used in this study is the Gaussian, Poisson, and Gamma distribution. Where the three distributions will be compared to get the best model. The variables used in this study were the number of confirmed Covid-19 cases per day and the number of deaths due to Covid-19 per day. This study also aims to see how much influence the confirmation of Covid-19 has on the number of deaths due to Covid-19 per day. By using 3 types of exponential family distribution, the best result is the Gaussian distribution GLM. Selection of the best model using Akaike Information Criterion (AIC).
Effectiveness of the Nearpod Platform within the Discovery Learning Model to Enhance Students’ Learning Motivation and Learning Outcomes on Reaction Rate Topic Anandita, Nihla; Herawati, Netti; Djangi, Muhammad Jasri
Jambura Journal of Educational Chemistry Vol 7, No 2 (2025): August
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jjec.v7i2.33005

Abstract

This study aims to evaluate the effectiveness of nearpod platform integrated within the discovery learning model in enhancing students' motivation and learning outcomes in reaction rate material. The research employs a pre-experimental one-group pretest-posttest design. The subjects were 39 students of class XI KIMIA 3 at SMA Negeri 9 Makassar. Data were collected through pretests and posttests. The motivation and learning outcomes data were analyzed descriptively and inferentially. Descriptive analysis was performed using N-gain, which revealed an average N-gain of 0.35 (moderate) for motivation and 0.72 (high) for learning outcomes. Inferential analysis for the motivation data was conducted using the Wilcoxon Signed-Rank Test. The results indicated Z observed value = 2.04 and Z critical value of 1.65, that leading to the rejection of H₀ and acceptance of H₁. inferential analysis for learning outcomes was performed using a one-sample t-test. The results showed t observed value = 21 and t critical value = 1.68, leading to the rejection of H₀ and acceptance of H₁. Based on the data analysis, it can be concluded that the platform nearpod is effective in enhancing the motivation and learning outcomes of students.
RIDGE LEAST ABSOLUTE DEVIATION PERFORMANCE IN ADDRESSING MULTICOLLINEARITY AND DIFFERENT LEVELS OF OUTLIER SIMULTANEOUSLY Herawati, Netti; Saidi, Subian; Azis, Dorrah
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 16 No 3 (2022): BAREKENG: Journal of Mathematics and Its Applications
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (481.598 KB) | DOI: 10.30598/barekengvol16iss3pp779-786

Abstract

If there is multicollinearity and outliers in the data, the inference about parameter estimation in the LS method will deviate due to the inefficiency of this method in estimating. To overcome these two problems simultaneously, it can be done using robust regression, one of which is ridge least absolute deviation method. This study aims to evaluate the performance of the ridge least absolute deviation method in surmounting multicollinearity in divers sample sizes and percentage of outliers using simulation data. The Monte Carlo study was designed in a multiple regression model with multicollinearity (ρ=0.99) between variables and and outliers 10%, 20%, 30% on response variables with different sample sizes (n = 25, 50,75,100,200; =0, and β=1 otherwise). The existence of multicollinearity in the data is done by calculating the correlation value between the independent variables and the VIF value. Outlier detection is done by using boxplot. Parameter estimation was carried out using the RLAD and LS methods. Furthermore, a comparison of the MSE values of the two methods is carried out to see which method is better in overcoming multicollinearity and outliers. The results showed that RLAD had a lower MSE than LS. This signifies that RLAD is more precise in estimating the regression coefficients for each sample size and various outlier levels studied.
The Effect of Plant Growth Promoting Rhizobacteria Doses and NASA Liquid Organic Fertilizer on the Growth of Agarwood Seedlings Hersi Martinsyah, Rachmad; Satria, Benni; Obel, Obel; Herawati, Netti; Erona, Meisilva
Jurnal Riset Perkebunan Vol. 6 No. 1 (2025): Jurnal Riset Perkebunan (JRP)
Publisher : Jurusan Budidaya Perkebunan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/jrp.6.1.1-10.2025

Abstract

Agarwood (Aquilaria malaccensis Lamk.) is a highly sought-after non-timber forest product due to its valuable resin used in perfumes, medicines, and cosmetics. However, despite its significant commercial potential, agarwood cultivation in Indonesia remains underdeveloped, particularly in Sumatra. Agarwood seedling propagation can be achieved through land extensification, particularly by utilizing marginal lands. In West Sumatra, most marginal lands consist of ultisol soil, which has very low nutrient content. Therefore, the addition of organic matter and microorganisms is necessary to improve soil health and fertility to support plant growth. This study evaluated the effects of Plant Growth-Promoting Rhizobacteria (PGPR) and NASA Liquid Organic Fertilizer (LOF) on the growth of agarwood seedlings in ultisol soil, which is known for its low fertility and high acidity. The experiment employed a Completely Randomized Design (CRD) with two factors: PGPR (0, 10, 20, 30 ml/L) and NASA LOF (0, 20, 30, 40 ml/L). The results showed that the appropriate application of PGPR and NASA LOF significantly enhanced the growth and development of agarwood seedlings, highlighting their potential in improving agarwood cultivation on less productive ultisol soils. The best combination of PGPR and NASA LOF at a dose of 30 ml/L PGPR and 40 ml/L NASA LOF produced the highest average seedling height (82.34 cm) and the greatest number of leaves (38 leaves per seedling), with all seedlings surviving and meeting the quality standards for transplantation.
CASE STUDY OF THE DUAL EFFECTIVENESS OF ROM AND RUBBER BALL HANDHELD ON THE RECOVERY OF MOBILITY OF ISCHEMIC STROKE PATIENTS Herawati, Netti; Septianingrum , Yurike; Wijayanti, Lono
Literasi Kesehatan Husada: Jurnal Informasi Ilmu Kesehatan Vol 9 No 3 (2025): Volume 9 Issue 3, October 2025, Literasi Kesehatan Husada: Jurnal Informasi Ilmu
Publisher : Library Unit collaborates with the Institute for Research and Community Service, College of Health Sciences Husada Jombang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60050/lkh.v9i3.77

Abstract

Background: Stroke is a serious global health issue, ranking as the leading cause of disability and the second leading cause of death worldwide. One of the most common impacts of stroke is impaired physical mobility, particularly when damage occurs to the brain's motor centers or neural pathways that control body movement. In stroke patients, this impairment can manifest immediately after the acute phase and persist into the rehabilitation phase if not properly addressed. One effective intervention to overcome physical mobility problems in stroke patients is the application of a combination of Range of Motion (ROM) exercises and rubber ball gripping therapy. This approach not only accelerates motor function recovery but also prevents complications due to immobility and enhances patient independence. Objectives: This study aimed to analyze the application of combined ROM and rubber ball gripping therapy in managing physical mobility impairment in stroke patients, particularly in improving movement function and supporting a comprehensive rehabilitation process. Methods: This research used a descriptive case study design with a nursing care process approach to provide an in-depth overview of the intervention implementation in the patient. Results: The implementation of nursing interventions in the form of combined ROM exercises and rubber ball gripping therapy on Mr. E, who experienced physical mobility impairment due to a non-hemorrhagic stroke over six days, showed positive outcomes. Conclusion: The combined implementation of Range of Motion (ROM) exercises and rubber ball gripping therapy proved effective in improving muscle strength and motor function in ischemic stroke patients with impaired physical mobility. This intervention not only facilitated the recovery of movement but also supported patient independence and provided a feasible approach for continued rehabilitation at home.
Perlindungan Hak Anak Akibat Kekerasan Seksual Perpsektif Maqasid Syariah Dan Hukum Positif Herawati, Netti; Pancasilawati, Abnan; Rahmi, Maisyarah
Maqasid: Jurnal Studi Hukum Islam Vol. 12 No. 2 (2023)
Publisher : Universitas Muhammadiyah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/mqsd.v12i2.18978

Abstract

This research discusses protecting children's rights in the context of sexual violence in boarding schools, using the perspective of Maqasid Syariah presented by Yasser Auda and integrating it with positive law. The research aims to analyze the relevance of the concepts of Maqasid Syariah in protecting the rights of children who are victims of sexual violence, as well as comparing it to positive law. This research uses a phenomenological approach and literature analysis methods by referring to Yasser Auda's works on Maqasid Syariah and positive legal studies on protecting children's rights and sexual violence in boarding schools. The research results show that; First, The background of the perpetrator, who is the Leader of the Islamic Boarding School, is only due to lust and conscious will by forcing the victim to marry ‘Sirri’ without the knowledge of other people; second, The form of legal protection given to victims of sexual violence is legally processed, providing health protection in the form of mental health through UPT Integrated Service Center for Empowerment of Women and Children (P2TP2A) Kutai Kartanegara, and offer legal assistance to victims to be accompanied, third, must include the role of religion, protect the victim's soul both physically and non-physically (mentally), provide guarantees for a good education, offspring obtained from marriage based on an agreement, protection in socio-economic terms, protection in the form of clearing the victim's good name.
Pengaruh Mind Mapping dalam Model Discovery Learning terhadap Hasil Belajar Peserta Didik Kelas XI MIPA SMA Negeri 10 Bulukumba (Studi pada Materi Pokok Termokimia) Herawati, Netti; Auliah, Army; Haryanti, Wa Ode Novi
ChemEdu Vol 6, No 2 (2025)
Publisher : Jurusan Kimia FMIPA UNM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/chemedu.v6i2.76666

Abstract

ABSTRAK Penelitian eksperimen semu ini bertujuan untuk mengetahui pengaruh Mind Mapping dalam model Discovery Learning terhadap hasil belajar peserta didik kelas XI MIPA SMA Negeri 10 Bulukumba pada materi termokimia. Desain penelitian yang digunakan adalah post-test only control group design. Populasi adalah peserta didik kelas XI MIPA SMA Negeri 10 Bulukumba yang terdiri dari empat kelas. Pengambilan sampel dilakukan secara acak.Pengumpulan data dilakukan dengan cara pemberian tes akhir hasil belajar pada kelompok kontrol dan kelompok eksperimen. Analisis data dilakukan dengan menggunakan statistik deskriptif dan inferensial. Rata-rata hasil belajar peserta didik pada kelas control dan eksperimen berturut turut sebesar 70,33 dan 75,40. Uji hipotesis menggunakan uji Mann-Whitney menunjukkan bahwa nilai Zhitung(α = 0,05) = 1,73 dan > Ztabel = 1,64. Berdasarkan data tersebut menunjukkan bahwa H1 diterima dan H0 ditolak sehingga dapat disimpulkan Mind Mapping dalam model Discovery Learning berpengaruh terhadap hasil belajar peserta didik kelas XI MIPA SMA Negeri 10 Bulukumba pada materi termokimia. ABSTRACT This quasi-experimental research aims to determine the effect of Mind Mapping in Discovery Learning model toward students learning achievements in Class XI MIPA SMA Negeri 10 Bulukumba on Subject Matter of Thermochemistry. The research design used is the posttest only control group design. The population is student of class XI MIPA SMA Negeri 10 Bulukumba consisting of four classes. Sampling was carried out randomly. So that the class XI MIPA 1 was obtained as an control group and the class XI MIPA 2 was obtained as an experimental group consisting of 21 and 22 people respectively. Data collection was performed using descriptive statistics and inferential statistics. The average’s value of students learning achievements in control group is 70,33 and experiment group is 75,40. Hypothesis testing using the Mann-Whitney test, for learning achievements obtained Zcount = 1,73 and at a significant level α = 0,05 obtained Ztabel = 1,64. Based on the this data it can be concluded that there was an effect of Mind Mapping in Discovery Learning model toward students learning achievements in Class XI MIPA SMA Negeri 10 Bulukumba on Subject Matter of Thermochemistry.
Digital Marketing Management: Efektivitas Media Sosial Sebagai Strategi Promosi Kampus Swasta Indriansyah, Agung; Purwanto, Muhammad Bambang; Herawati, Netti; Hatidah, Hatidah
Jurnal Ilmiah Mahasiswa Perbankan Syariah (JIMPA) Vol 5 No 2 (2025): Jurnal Ilmiah Mahasiswa Perbankan Syariah (JIMPA) - September 2025
Publisher : Sekolah Tinggi Ekonomi dan Bisnis Syariah (STEBIS) Indo Global Mandiri Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36908/jimpa.v5i2.708

Abstract

Lanskap yang semakin kompetitif di antara perguruan tinggi swasta di Indonesia membutuhkan strategi promosi inovatif dan berbasis digital yang selaras dengan perilaku generasi muda. Penelitian ini mengeksplorasi media sosial sebagai media promosi, dengan fokus pada Prasetiya Mandiri PSDKU Politeknik Palembang. Dengan menggunakan pendekatan deskriptif kualitatif, data dikumpulkan melalui wawancara mendalam, dokumentasi konten digital, dan pengamatan interaksi audiens di Instagram dan TikTok. Temuan ini mengungkapkan bahwa kampus mengadopsi pemasaran berbasis konten dan strategi berbasis keterlibatan. Konten yang kreatif, informatif, dan relatable diprioritaskan untuk membangun koneksi audiens. Postingan yang menerima keterlibatan tertinggi termasuk video kegiatan mahasiswa, pengumuman beasiswa, dan testimoni alumni. Tanggapan audiens umumnya positif, dengan sebagian besar calon siswa menyatakan kepuasan dengan konten promosi yang disediakan. Hasil ini menyoroti potensi kuat media sosial sebagai alat yang efektif untuk mempromosikan pendidikan tinggi jika dikelola secara strategis dan berkelanjutan. Studi ini berkontribusi baik secara teoritis maupun praktis: memperkaya pemahaman pemasaran digital di pendidikan tinggi dan memberikan panduan bagi universitas swasta dalam mengembangkan strategi komunikasi yang berdampak. Penelitian kedepan dianjurkan untuk menggunakan metode campuran dengan analisis kuantitatif untuk mengukur efektivitas konten promosi digital dalam menarik calon mahasiswa
SPSS Training: Meningkatkan Kompetensi Mahasiswa Dalam Analisis Data Kuantitatif Indriansyah, Agung; Fitri Indriani, R.A Rodia; Herawati, Netti; Suryani, Uci; Syaputra, Wahyudi
Jurnal Kegiatan Pengabdian Mahasiswa (JKPM) Vol 3 No 2 (2025): Jurnal Kegiatan Pengabdian Mahasiswa (JKPM)
Publisher : Sekolah Tinggi Ekonomi dan Bisnis Syariah (STEBIS) Indo Global Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36908/jkpm.v3i2.741

Abstract

Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan kompetensi mahasiswa dalam mengoperasikan perangkat lunak statistik SPSS sebagai alat bantu dalam analisis data kuantitatif. Kemampuan analisis data menjadi salah satu keterampilan esensial dalam dunia akademik dan profesional, terutama bagi mahasiswa yang sedang menyusun tugas akhir atau melakukan penelitian ilmiah. Namun, masih banyak mahasiswa yang mengalami kesulitan dalam mengolah data karena minimnya pelatihan praktis. Oleh karena itu, pelatihan ini dilaksanakan pada tanggal 8–9 September 2023 di Aula Stikes Pembina Palembang oleh tim dosen dan mahasiswa Politeknik Prasetiya Mandiri PSDKU Palembang. Kegiatan ini mencakup pengenalan konsep dasar statistik, input data, analisis deskriptif, hingga uji hipotesis sederhana dengan SPSS. Metode pelaksanaan berupa ceramah interaktif, demonstrasi, dan praktik langsung. Hasil kegiatan menunjukkan adanya peningkatan pemahaman peserta terhadap penggunaan SPSS, yang dibuktikan melalui peningkatan hasil post-test dan respon positif dari peserta. Pelatihan ini diharapkan menjadi awal bagi mahasiswa untuk lebih percaya diri dan mandiri dalam mengelola data penelitian mereka secara ilmiah dan akurat.
Karakterisasi Dan Kinerja Fotokatalitik Komposit TiO2-ZEOLIT Untuk Degrasi Metil Jingga Pangastuti, Dyah Ayunda Pratama; Sulfikar, Sulfikar; Herawati, Netti
Sainsmat : Jurnal Ilmiah Ilmu Pengetahuan Alam Vol 14, No 2 (2025): September
Publisher : Fakultas Matematika dan Ilmu Pengetahuan Alam Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/sainsmat142757972025

Abstract

Penelitian ini bertujuan untuk menentukan karakteristik komposit TiO2-zeolit yang disintesis serta mengevaluasi pengaruh variasi komposisi TiO2-zeolit sebagai fotokatalis dalam degradasi metil jingga. Zeolit diaktivasi dengan HCl dan komposit TiO2-zeolit disintesis menggunakan impregnasi serta dikarakterisasi  menggunakan  XRD.  Untuk variasi komposisi, zeolit sebanyak 3,0000 g digunakan, sedangkan jumlah TiO2  divariasikan masing-masing sejumlah (g) 0,1500, 1,0125, 1,8750, 2,7375, 3,6000. Uji degradasi metil jingga dilakukan pada konsentrasi 10 ppm dan pH 8 selama 60 menit. Konsentrasi metil jingga yang terdegradasi diukur menggunakan spektrofotometer UV-Vis pada panjang gelombang 463 nm. Data XRF menunjukkan aktivasi zeolit meningkatkan rasio Si/Al, dan data XRD menunjukkan pola difraksi yang sesuai dengan mordenit. Pada pola difraksi TiO2-zeolit, muncul puncak baru yang merupakan karakteristik fase anatase dengan sturktur tetragonal, yang mengindikasikan keberhasilan sintesis komposit TiO2-zeolit. Analisis spektrofotometer UV-Vis dari komposit TiO2-zeolit menunjukkan efisiensi degradasi metil jingga sebesar 98,28% pada komposisi 3,0000:1,8750.  Kata Kunci: Komposit TiO2-zeolit, Fotokatalisis, , Degradasi Metil jingga, Metode Impregnasi, Aktivasi zeolit.
Co-Authors ', Rahmayuni ', Syahrial . Alimin . Alimin, . ., faradillah A. Zulfikar Effendi A. Zulfikar Effendi, A. Zulfikar Abd Rahman Abnan Pancasilawati Ahmad Fudhai Ahsan, Sitti Faika Alfi Syahar Arrozani Alimin Alimin Alimin Alimin, Alimin Amanda, Suci Anandita, Nihla Andi Zulfikar Efendy Andriyani Fadmi Aqrim, Muh. Arham, Husnayaini Army Auliah Asriani Asriani Astriani, Sulis Aulia, Nurul Army Azis, Dorrah Aziz, Dorrah Benni Satria Chandra, Rani Danaz Nst, Atika Fadhilah Darma Andayani, Dyah Darnitasari, Devy Deviyanti Deviyanti Dewanri Fattah Dewi Fortuna Ayu Djangi, Muhammad Jasri Edi Setiawan Eri Setiawan Erona, Meisilva Erviani Rahmawati Kurnia Ervissa N Sipayung Eva Anawinta Buangmanalu Faizah Hamzah Fajar Restuhadi Fajri, Annur Fifi Selvianti H Firdaus Zenta Firdaus Zenta Fitri Indriani, R.A Rodia Fitri Kurnianingsih Gultom, Adi Hizkia Gultom, Priscila Manuella GUSTIAWAN, SANDY Hairunnisya, Hairunnisya Hamzah, Farida Hanum Haryanti, Wa Ode Novi Hasan, Sri Wahyuni Hasri Hasri Hasri Hasri Hatidah, Hatidah Ida Ratna Dilla Ikshar Ikshar Ilmiah, Ide Indriansyah, Agung Irfandi, Rizal Iwan Dini Iwan Dini Jasdar Agus Jusniar Jusniar, Jusniar Khairil Afdal Khoirin Nisa Khoirin Nisa La Daha LA DAHA Lethe, Maryella Oktafrilly Makmur Makmur Makmur Makmur Maryono Maryono Mazaya, Maulida Mohammad WIJAYA Mohammad Wijaya M Mufidha, Chusnul Muhaedah Rasyid Muhammad Anwar Muhammad Anwar Muhammad Danail Muhammad Danial Muhammad Jasri Djangi Muhammad Rakib Muhammad Rivai Muhammad Syahrir Muhammad Yunus Muharram Muharram Muharram Muharram, Muharram Mutiara, Syawatul Negara, Satria Putra Jaya Neta Dian Lestari Niluh Asriniasih Niluh Devi Yulyantari Nisai, Khaerun Nita Maghfirah Ilyas Noor Jalaluddin Noor Jalaluddin Nurlita pertiwi, Nurlita Nurmisih, Nurmisih Nusyirwan Nusyirwan Obel, Obel Oktavia, Putri Meyla Palajukan, Yulianti Pangastuti, Dyah Ayunda Pratama Pertiwi, Rina Pince Salempa Prastika, Ike Priyatmo, Yudhi Purwanto, Muhammad Bambang Putri, Kurnia Rachmad Hersi Martinsyah Rahmi Rahmi Rahmi, Maisyarah Ramdani . Ramdani Ramdani Rano, Felisitas Yanti Raswen Efendi Ravika Mutiara Ridwansyah Riftyan, Emma Risdawati, Risdawati Rossi, Evy Ruby, Tiryono Rudi Subiyakto, Rudi Ruslan, Zuhra Adminira Ruslan, Zuhrah Adminira Saidi, Subian Salnus, Subakir Saputri, Gustina SARI, SELVI MUSTIKA Selvianti H, Fifi Septianingrum , Yurike Silaban, Mastrina Sitti Faika Sonyinga, Desma Sonyinga, Desma Sudding, Sudding Sugiarti Sugiarti Sugiarti Sugiarti sulistianingsih, Yuni Sumiati Side Suriati Eka Putri Suryani, Uci Susanti Susanti Sutrisno, Agus Syaputra, Wahyudi Syarifuddin, Ulben Taty Sulastry Taty Sulastry Taupik Hidayat, Taupik Thumo, Selyndion Ayundi Titi, Titi Ulben Syarifuddin UTAMI, MAULIDA Vonny Setiaries Johan Wardani H. Abidin Wijayanti, Lono Wulan, Dwi Wulandari, Ayu Sri Yelmira Zalfiatri Yuliono Yuliono Yunus, Irda Sani Yusmarini Yusmarini Zakaria, La