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Determination of Optimal Stock Portfolio Return by Single Index Model (Case Study on Banking Sector Stocks in Indonesia) Rahmawati, Septi; Susanti, Dwi; Riaman, Riaman
International Journal of Business, Economics, and Social Development Vol. 5 No. 1 (2024)
Publisher : Rescollacom (Research Collaborations Community)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46336/ijbesd.v5i1.585

Abstract

The optimal portfolio is a portfolio chosen by investors from the many options available in the collection of efficient portfolios. To get the optimal proportion, which is the maximum return and minimum risk, it is necessary to analyze the stocks to be selected in the investment model. The research objective is to determine the optimal return, risk, and proportion for each banking stock portfolio in Indonesia in the period February - July 2023. The method used is the Single Index Model. The process of determining the optimal proportion of stocks with the Single Index Model requires stock and market return data as the main basis for applying this method. This study involves the formation of an optimal portfolio of daily closing prices of 46 banking stocks.  As a result of this research, there are 5 optimal stocks that meet the criteria for optimal portfolio formation with each fund proportion of 21.43% (BNII), 13.52% (BDMN), 35.02% (BBRI), 23.69% (BTPN), and 6.34% (BBCA).  Expected return from optimal stocks is 0.152% and the risk that will be borne by investors is 0.0011% per day.
Optimization of Investment Portfolio Mean-Variance Model Using Genetic Algorithm Syahla, Raynita; Susanti, Dwi; Napitupulu, Herlina
International Journal of Business, Economics, and Social Development Vol. 5 No. 2 (2024)
Publisher : Rescollacom (Research Collaborations Community)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46336/ijbesd.v5i2.654

Abstract

The optimization of investment portfolio is aimed at finding the optimal combination of each stock with the goal of maximizing returns while minimizing risk through diversification. However, the question is how much funds should be invested to achieve the minimum risk. One of the approaches that has proven effective in building an optimal investment portfolio is the Mean-Variance model. The aim of this research is to determine the weights of the optimal portfolio components with the minimum risk. The data used consists of stocks included in the LQ45 index for the period from February 2020 to July 2021. Based on the research results, there are five stocks that form the optimal portfolio, namely ADRO, AKRA, BBCA, CPIN, and EXCL. The allocated weights for each stock are ADRO 9.896%, AKRA 32.049%, BBCA 30.749%, CPIN 13.949%, and EXCL 13.357%. The optimal portfolio generated by the Genetic Algorithm method has a risk of 0.000472 and an expected return of 0.000492.
Analysis of Outpatient Patient Visit Prediction at Muntilan Regional General Hospital Using Linear Regression Method Susanti, Dwi; Hendradi, Purwono; Abul Hasani, Rofi
Journal of Computer Networks, Architecture and High Performance Computing Vol. 7 No. 1 (2025): Article Research January 2025
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v7i1.5271

Abstract

Hospitals play a crucial role in public health, and understanding patient visit patterns is essential for effective service delivery. Thus, accurate predictions are vital for resource planning, service improvement, and addressing challenges like long wait times and overcrowding. This study focuses on predicting outpatient visits at RSUD Muntilan, a regional general hospital in Magelang, Indonesia. The method used was the linear regression method. The research involved data collection from the hospital's information system, pre-processing to prepare the data, dataset formation, model creation using linear regression, and model evaluation. The study utilized historical outpatient visit data FROM 2021 TO 2024 to develop a linear regression model that predicts the number of visits for the next three months. The model's performance was evaluated using the Mean Absolute Percentage Error (MAPE), which yielded a value of 15.33%. This indicates that the model's predictions were, on average, within 15.33% of the actual values, demonstrating an accuracy of 84.67%. The successful application of the linear regression method in this study highlights its potential for improving resource allocation, enhancing service efficiency, and ultimately enhancing the overall quality of healthcare services provided by RSUD Muntilan. The findings emphasize the significance of data-driven approaches and predictive analytics in optimizing healthcare operations and meeting the evolving needs of the community. 
Development of Critical Thinking Instrument with Minimum Competency Assessment Characters on Elasticity and Hooke’s Law Ningsih, Jayanti Eka Sari; Susanti, Dwi; Serevina, Vina; Maulana, Slamet
Jurnal Pendidikan Fisika Indonesia Vol 20, No 1 (2024)
Publisher : Department of Physics, Faculty of Mathematics and Natural Sciences

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/jpfi.v20i1.44038

Abstract

Indonesia government sets a minimum competency assessment to prepare students in Indonesia for the 21st century and one of thinking skill that students must has been critical thinking skills. This study aims to develop an instrument test to measure critical skill that students have which are which followed by the minimum competency assessment for elasticity and Hooke’s Law high secondary level. Furthermore, the instrument was developed on a research and development model and based on the development of an 8 steps test instrument by Mc Entire. The instrument test was validated by material experts who had been analyzed using Aiken V. This instrument tested on senior high school students and categorized as having a high reliability. Based on this, the measurement critical of thinking which is characterized by assessment competency minimum on elasticity and Hooke's law, in general can be done with this instrument. This research is beneficials as character-based essay tests to enhance critical thinking skills in high school students, focusing on elasticity and Hooke's law. It's intended as a tool to develop and refine these essential skills required for minimum competency assessments.
Perbandingan Aktivitas Antibakteri Ekstrak Etanol Dan Aseton Limbah Kulit Bawang Putih (Allium Sativum L.) Terhadap Pertumbuhan Bakteri Staphylococcus Aureus Aprila, Nur Amalia; Ulfa, Ade Maria; Susanti, Dwi
Jurnal Ilmiah Wahana Pendidikan Vol 10 No 1 (2024): Jurnal Ilmiah Wahana Pendidikan
Publisher : Peneliti.net

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.10469632

Abstract

Skin infections are infections caused by pathogenic bacteria Staphylococcus aureus, such as acne, boils, scabies, versicolor, and wound infections. Treatment of skin infections can be done using natural ingredients, one of which is garlic skin waste (Allium sativum L.). This study aims to compare the antibacterial activity of ethanol and acetone extracts of garlic skin waste (Allium sativum L.) against Staphylococcus aureus. This study used maceration extraction method using 70% ethanol and 80% acetone solvents and antibacterial testing was carried out by disc diffusion method. The concentrations of 70% ethanol extract and 80% acetone of garlic skin waste used were 3%, 25%, 50% and 75%. The results showed 75% ethanol extract concentration with an average inhibition zone diameter of 2.96 mm, while 75% acetone extract with an average inhibition zone diameter of 1.7 mm with a weak category. The higher the concentration of ethanol and acetone extracts of garlic skin waste, the wider the inhibition zone. This study can be concluded that the antibacterial activity of ethanol extract with 75% concentration is better than the activity of acetone extract with the same concentration with p-value <0.05.
STUDI LITERATUR : PERAN EKONOMI PUBLIK DALAM PEMBANGUNAN BERKELANJUTAN DI INDONESIA Matondang, Khairani; Barus, Febriana Krisdayanti; Khairiah, Khairiah; Fira, Dilli Salsa; Susanti, Dwi
Jurnal Review Pendidikan dan Pengajaran Vol. 7 No. 4 (2024): Special Issue Vol. 7 No. 4 Tahun 2024
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jrpp.v7i4.38764

Abstract

Pembangunan berkelanjutan merupkan konsep pembangunan yang tidak hanya berfokus pada pertumbuhan ekonomi, tetapi juga mencakup aspek sosial dan lingkungan. Tujuan utamanya adalah mencapai keseimbangan antara ketiga pilar ini untuk menciptakan kesejahteraan yang adil dan berkelanjutan. Ekonomi public sebagai bagian integral dari kebijakan pemerintah, memainkan peran penting dalam mendukung pencapaian pembangunan berkelanjutan. Dalam menghadapi tantangan ini, ekonomi publik perlu mendukung kebijakan ekonomi hijau, pengelolaan sumber daya alam yang berkelanjutan, dan pembangunan infrastruktur yang ramah lingkungan. Penelitian ini menggunakan metode studi literatur untuk menganalisis peran ekonomi publik dalam pembangunan berkelanjutan di Indonesia, dengan fokus pada kebijakan fiskal dan keberlanjutan lingkungan. Hasil penelitian menunjukkan bahwa meskipun ada beberapa upaya positif, tantangan besar seperti ketimpangan sosial dan kerusakan lingkungan masih menjadi hambatan yang harus diatasi dengan kebijakan yang lebih holistik dan terkoordinasi.
Proximate Analysis: Content of Red Dragon Fruit Peel Astuti, Endah Puji; Susanti, Dwi; Suwarno, Suwarno
Disease Prevention and Public Health Journal Vol. 19 No. 2 (2025): Disease Prevention and Public Health Journal
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/dpphj.v19i2.12512

Abstract

Background: The dragon fruits have the beneficial, including antioxidants, anti-inflammatory, antimicrobial, properties, blood sugar regulation, and can be used as an ingredient in cosmetics. The purpose of the study was to identify the active compunds contains in Dragon fruits peels using proximate analysis approach. Method: In this study, The proximate analysis was used to measure the contents of water, materials, protein, fat, carbohydrate, crude fiber, energy, Fe, vitamin C and E content, and beta carotene content in the laboratory process. Results: The proximate test results showed that the moisture content of dragon fruit peel flour was 6.3732% - 6.5158%, ash content was 4.8069% - 4.6173%, protein content was 9.2396% - 9.4276%, fat content was 0.4807% - 0.3646%, carbohydrate content was 28.5208% - 28.4530%, crude fiber content was 50, 5788% - 50.6217%, energy content 238.5314 cal/100g - 238.4489 cal/100g, mineral content 2.8993 mg/100g - 2.8747 mg/100g, vitamin C content 16.9835 mg/100g - 25.4752 mg/100g, beta carotene content 5.4672 μg/100g - 4.7922 μg/100g. Conclusion: Research shows that dragon fruit peelc contains various nutrients and bioactive compounds that are beneficial for health Background: The dragon fruits have the beneficial, including antioxidants, anti-inflammatory, antimicrobial, properties, blood sugar regulation, and can be used as an ingredient in cosmetics. The purpose of the study was to identify the active compunds contains in Dragon fruits peels using proximate analysis approach. Method: In this study, The proximate analysis was used to measure the contents of water, materials, protein, fat, carbohydrate, crude fiber, energy, Fe, vitamin C and E content, and beta carotene content in the laboratory process. Results: The proximate test results showed that the moisture content of dragon fruit peel flour was 6.3732% - 6.5158%, ash content was 4.8069% - 4.6173%, protein content was 9.2396% - 9.4276%, fat content was 0.4807% - 0.3646%, carbohydrate content was 28.5208% - 28.4530%, crude fiber content was 50, 5788% - 50.6217%, energy content 238.5314 cal/100g - 238.4489 cal/100g, mineral content 2.8993 mg/100g - 2.8747 mg/100g, vitamin C content 16.9835 mg/100g - 25.4752 mg/100g, beta carotene content 5.4672 μg/100g - 4.7922 μg/100g. Conclusion: Research shows that dragon fruit peelc contains various nutrients and bioactive compounds that are beneficial for health
PEMANFAATAN MEDIA PEMBELAJARAN INTERAKTIF BERBASIS GAME EDUKASI SEBAGAI STIMULUS DALAM MENINGKATKAN MINAT BELAJAR PESERTA DIDIK SEKOLAH DASAR Susanti, Dwi; Hasan, Ferisa Nuriasyifa; Khira, Nafisa; Astuti, Nelly
JURNAL HANDAYANI PGSD FIP UNIMED Vol. 15 No. 2: Desember 2024
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/jh.v15i2.64484

Abstract

Penelitian ini bertujuan untuk menganalisis pemanfaatan media pembelajaran interaktif berbasis game edukasi dalam meningkatkan minat belajar peserta didik Sekolah Dasar. Penelitian ini menggunakan pendekatan deskriptif kualitatif dengan metode kepustakaan (library research). Penulis melakukan pengumpulan data berupa artikel jurnal dari hasil penelitian sebelumnya yang relevan, buku-buku serta dokumen yang sesuai dengan permasalahan yang dikaji. Hasil penelitian pembelajaran melalui permainan edukatif dapat meningkatkan minat dan pemahaman peserta didik terhadap materi pelajaran. Game edukasi membuat pembelajaran lebih menarik, interaktif, dan menyenangkan, serta merangsang motivasi dan diskusi. Selain itu, game ini memungkinkan pendekatan yang lebih personal sesuai kemampuan peserta didik, sambil mengembangkan keterampilan kognitif seperti pemecahan masalah dan kerja sama.
UJI EFEKTIVITAS LARVASIDA EKSTRAK ETANOL KULIT BAWANG MERAH (Allium cepa L.) TERHADAP LARVA Aedes aegypti Rahma, Indah Eliza; Elsyana, Vida; Susanti, Dwi
JFM (Jurnal Farmasi Malahayati) Vol 8, No 1 (2025)
Publisher : Jurnal Farmasi Malahayati (JFM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33024/jfm.v8i1.13832

Abstract

Kulit bawang merah (Allium cepa L.) memiliki kandungan senyawa metabolit sekunder yang berpotensi sebagai larvasida hayati yaitu senyawa flavonoid, saponin, tanin, alkaloid. Penelitian ini bertujuan mengidentifikasi efektivitas ekstrak kulit bawang merah sebagai larvasida terhadap larva Aedes aegypti instar III, dan menentukan nilai LC50 setelah 24 jam pengamatan. Ekstraksi kulit bawang merah dilakukan dengan metode refluks menggunakan pelarut etanol 96%. Uji efektivitas larvasida ekstrak kulit bawang merah sebagai larvasida Aedes aegypti dilakukan pada konsentrasi ekstrak sebesar 1%, 3% dan 5%. Rendemen ekstrak etanol kulit bawang merah menggunakan metode refluks diperoleh sebesar 8,05%. Ekstrak kulit bawang merah memiliki efektivitas sebagai larvasida dengan konsentrasi dengan mortalitas tertinggi pada konsentrasi 5% yaitu 100%. Hasil LC50 didapatkan nilai 0,455% dan dapat dikatakan bahwa ekstrak kulit bawang merah bersifat sangat beracun sebagai larvasida.
A Study of Several Financial Literacy Teaching Methods for Children Saputra, Jumadil; Susanti, Dwi
International Journal of Ethno-Sciences and Education Research Vol. 1 No. 2 (2021): International Journal of Ethno-Sciences and Education Research (IJEER)
Publisher : Research Collaboration Community (Rescollacom)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46336/ijeer.v1i2.120

Abstract

Financial literation is very important to be applied to the child as early as possible. Financial literation will be very influential to the understanding and knowledge about finance and also the level of prosperity in the future. This paper aims to discuss several ways to teach children the functions and uses of money, and how to manage finance. The methods examined include: giving allowance to children, teach children to have savings, bring children do shopping, teach children to share, teach children that it takes effort to earn money and teach finance with a simple understanding. The results showed that the introduction of the knowledge of financial literacy in early age make children accustomed to manage their financial in the future. Therefore, parents must be able to effectively carry out financial literacy to children from an early age.
Co-Authors A. Handjoko Permana Abdul Rahman Abi Suwito Abul Hasani, Rofi Adhy Firdaus Afif, Farid Agung Sosiawan Agustin, Rekha Yulia Ahmad Muhammad Fuadi, Ahmad Muhammad Aini, Fadhilah Ainul Fitri, Zaida Airohmah, Yesi Alisa, Nur Alkhoroni, Panji Ambarita, Charles Fransiskus Andayani, Nyoman Etika Andayani, Sri Astutik Andi Taufiq Umar Andiyani, Intan Andriani, Cindy anggi prantika, Sindi Anjan, Aulia Annisa, Nenden Nur Aprila, Nur Amalia Aprilawati, Dwi Apriliani, Nanda Putri Ardiansyah, Galang Arifandi, Yoga Akbar Aristina, Renny Armyne, Amara Destania Astuti, Wella Atika Atika Ayu, Diana Puspita Az Zahra, Dita Aulia Badi’ah, Atik Banna, Muhammad Hasan Al Barus, Febriana Krisdayanti Betty Subartini Bima, Ralvinzah Cahya Satriya Budhi Mustika, I Made Budiawan , Muhammad Ardi Budiawan, Muhammad Ardi Buferianto, M Razi Christantie Effendy Dari, Tri Ulan Davin, Samuel Destini, Frida Dewanti, Anggita Annisa Wahyu Dewi Chusniasih Dewi Silaban, Eni Priska Dewi, Tiara Nilawati Dian Kristiana Diana Lestari, Diana Diandra Rizki Isrohmaniar Dias Utami, Khristin Dwi Yati Dwihantoro, Prihatin Dzaki, Fikra Fadhillah Eka Yulianti ekawati Elsyana, Vida Endah Meilana Endah Puji Astuti, Endah Puji Enjelia, Lisa Ernawati Ernawati Ervana, Lina Esmar Budi EVELYN EVELYN Fadila, Vivin Dwi Fakhira, Avisha Farha, Saniya Fatah, Rizki Amelia Femei Purnamasari, Femei Fira, Dilli Salsa Firmansyah, Frenza Fairuz Firmanul Catur Wibowo Fitriana, Deva Rizkia Fitriani, Dinda Ismi Florentina Sustini Fredinan Yulianda Gatra, Anggel Alba Ghufron, David Maulana Gunawan Santoso Hadi Nasbey Halim, Nurfadhlina Binti Abdul Haliza, Nur Hamid, Hariaty Handayani, Afifa Dwi Haris Suhendar Hasan, Ferisa Nuriasyifa Hasyim, Diah Mukminatul Haya, Aqella Fadya Herlina Herlina Napitupulu Hermansyah Hermansyah Hermansyah Hidayanto, Agung Ridwan Husnul Khotimah Hutapea, Yohana Vita Melodi Hutasoit, Masta Ida Nursanti Ikramina, Mahreshaibati Bilqis Inah Indirayani, Triana Junnatul Azizah, Maulidiyah Khairi, M. Ihsan Khairiah Khairiah Khira, Nafisa Khristina Dias Utami Khumaira, Aimena Salma Kunarfian, Krisna Artur Labitta, Kirana Fara Latifah Susilowati Liauwnardo, Albertus Alarik Linda Yanti Lintang Muliawanti Lubis, Rita Mahdalena Luhtitisari, Aurelia Rahma Niken Lukita, Salsabila Arum Lutfiyati, Afi Mahaputra, A. V. Maharani, Asthie Zaskia Manggar Sari, Arlyn Maraya, Nisrina Salsabila Marcellia, Selvi Marpaung, Maynisa Naomi Matondang, Khairani Maulana, Slamet Miftahorrozi, Miftahorrozi Muh Fauzi, Muh Muh Iqbal Muhammad Halim, Muhammad Muslichah Muslichah Nafisah, Najmah Nelly Astuti Ningsih, Jayanti Eka Sari Ningsih, Mulati Nofita, Nofita Noviantari, Ika Noviyanti, Fadhila Nugraha, Dwita Safira Nuradiyah, Fanny Nurhasanah, Gina Nurika, Marlinda Nursamira, Nursamira Octavia, Selvia Oktavia, Aisya Billa Chery Oktavia Ola, Sania Latek Pamungkas, Abram Chandra Aji Pardede, Ester Pendeko, Pendeko Perangin angin, Martianus Perdana, Dayu Rika Praditya, Miftakhul Wahyu Ragil Pramita, Anggi Pranaya, Azhraa Qinan Primadiamanti, Annisa Pudji Lestari Purnamaningsih, Nur Aini Purwono Hendradi Puspamaniar, Vania Ayu Putri Amalia Putri Utami, Desi Putri Utami, Desi Putri, Melita Regina Putri, Ria Desta R, Nurmala Rahadi, Fabiyan Rahma, Indah Eliza Rahmadhisa, Nayra Pavita Rahmatullah, Ivan RAHMAWATI, SEPTI Rahmayanti, Arini Rai Saputri, Gusti Ayu Ramadhana, Ramadhana Ramadhani, Herlina Ramadhani, Muhammad Raufa, Raufa Reni Merta Kusuma Reny Wijayanti Restinah, Anjar Retnaningsih, Agustina Retno Asih Setyoningrum Retno Mawarti, Retno Revanti, Anggun Triana Riaman Riaman Rosdiana, Anggita Cahya RR. Ella Evrita Hestiandari Rusdiani, Nurtina Irsad S, Septi Nurhaliza Sabrina, Putri Marsha Safitri, Nita Dwi Safitri, Rahmawati Sagita, Putri Dwi Sagitawening, Hardhini Saksana, Joned C. SANI SUSANTI Saputra, Jumadil Saputri, Gusti Ayu Rai Satiti, Ainur Rafiqah Sayekti, Tyaswara Endah Setyabudi, Rendy Siagian, Irma Siburian, Claranita Silferia, Silferia Silvia Ari Agustina Sinaga, Primawati Siti Fatimah Soetadi Waskito SRI SETIYARINI, SRI Suatin, Ricka Milla Sugiono, Muhamad Suhandoyo, Tri Sukono Sukono Sukono, Sokono Sumiati Sumiati Sunarsih, Eka Suranto Suranto Surantoro Surantoro Suratno Surtini, Surtini Susanti, Yuli Eri Susanto Susanto Suwarno Suwarno Swannjo, Julian Benedict Syahara, Tjut Afrieda Syahla, Raynita Syarifah, Indi Mazaya Targanski, Constantia Lidwina Teguh Budi Prayitno Tutik Tutik Ulfa, Ade Maria Upik Rahma Fitri, Upik Rahma Utami, Kristina Dias Utomo, Aulia Putri Verrany, Maria Jatu Vina Serevina Wachyuni, Mhella Nia Wahyuni, Anis Wan Asrida Wardhani, Salsabilla Ardi Warih Angesti P, Warih Angesti Widia Rahayu, Setia Widyawati, Eka Windayani, Wulan Tri Wiryono, Karfadimas Bima Putra Yanita Trisetiyaningsih, Yanita Yati, Dwi Yati, Dwi Yudhy Dharmawan Yulistianingsih, Desti Yundari, Yundari Yunita, Arum Yusticia, Ica Zahrani, Andieta Zulfikar Bagus Pambuko