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All Journal Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Jurnal Legalitas JURNAL ILMIAH KESEHATAN KEPERAWATAN Wacana Hukum Humanitas: Indonesian Psychological Journal Intuisi Lingua Jurnal Bahasa dan Sastra Jurnal Online Mahasiswa (JOM) Bidang Keguruan dan Ilmu Pendidikan DEMOCRATIA AKSIOMA: Jurnal Program Studi Pendidikan Matematika WARTA Profesi Pendidikan Dasar Forum Geografi SIGMA: Jurnal Pendidikan Matematika JPsd ( Jurnal Pendidikan Sekolah Dasar ) AdMathEduSt: Jurnal Ilmiah Mahasiswa Pendidikan Matematika Profetika BERITA BIOLOGI JURNAL BIOLOGI INDONESIA ZOO INDONESIA Daya Saing : Jurnal Ilmu Manajemen EMPATI E-Dimas: Jurnal Pengabdian kepada Masyarakat JURNAL HAMA DAN PENYAKIT TUMBUHAN TROPIKA HIGEIA (Journal of Public Health Research and Development) Journal of Health Education Didacticofrancia: Journal Didactique du FLE Indonesian Journal of Guidance and Counseling: Theory and Application Sistemasi: Jurnal Sistem Informasi Jurnal Pengabdian UntukMu NegeRI AKSIOLOGIYA : Jurnal Pengabdian Kepada Masyarakat Indikator: Jurnal Ilmiah Manajemen & Bisnis Rekayasa Teknologi ANNALES BOGORIENSES Biosaintifika: Journal of Biology & Biology Education Jurnal Sisfokom (Sistem Informasi dan Komputer) Jurnal Medik Veteriner SEIKO : Journal of Management & Business JMKSP (Jurnal Manajemen, Kepemimpinan, dan Supervisi Pendidikan) Amerta Nutrition YUME : Journal of Management JURKAM: Jurnal Konseling Andi Matappa International Journal of Active Learning Jurnal Teknologi Hasil Pertanian Jurnal Ilmiah Padma Sri Kreshna Agrotechnology Research Journal TECHNOBIZ : International Journal of Business JENIUS (Jurnal Ilmiah Manajemen Sumber Daya Manusia) Bali Medika Jurnal Jurnal Keperawatan Dirgahayu (JKD) PREPOTIF : Jurnal Kesehatan Masyarakat Management Studies and Entrepreneurship Journal (MSEJ) JUMANTIK: Jurnal Mahasiswa dan Peneliti Kesehatan Science Midwifery Budimas : Jurnal Pengabdian Masyarakat BERNAS: Jurnal Pengabdian Kepada Masyarakat Ethical Lingua: Journal of Language Teaching and Literature Jurnal Kesmas Asclepius Jurnal Ilmu Manajemen Terapan (JIMT) Jurnal Promotif Preventif International Journal of Business, Management and Economics Buletin Poltanesa International Journal of Educational Research and Social Sciences (IJERSC) International Journal of Computer and Information System (IJCIS) Populika Journal of Nursing and Health (JNH) Akper Yakpermas Banyumas Jurnal Sosial dan Teknologi ENVIRONMENTAL OCCUPATIONAL HEALTH AND SAFETY JOURNAL Jurnal Hurriah: Jurnal Evaluasi Pendidikan dan Penelitian English Education and Literature Journal (E-jou) Plusminus: Jurnal Pendidikan Matematika Sentani Nursing Journal Panrannuangku Jurnal Pengabdian Masyarakat FARABI: Jurnal Matematika dan Pendidikan Matematika Narra J Educoretax Jurnal Abdimas Kartika Wijayakusuma Jurnal Pengabdian Masyarakat Kedokteran International Journal of Applied Finance and Business Studies Midwifery Care Journal Transformasi Edusoshum: Jurnal Pendidikan Islam dan Sosial Humaniora International Journal Artificial Intelligent and Informatics Jurnal Ilmiah Bakti Farmasi Jurnal Multidisiplin Madani (MUDIMA) Journal Evidence Of Law INSANIA : Jurnal Pemikiran Alternatif Kependidikan Jurnal Ilmu Hukum, Humaniora dan Politik (JIHHP) Journal of Scientech Research and Development CoMPHI Journal : Community Medicine and Public Health of Indonesia Journal Prosiding SNPBS (Seminar Nasional Pendidikan Biologi dan Saintek) Limas Pendidikan Guru Madrasah Ibtidaiyah Urecol Journal. Part C: Health Sciences Prosiding University Research Colloquium Jurnal Pengabdian Masyarakat Medika Bulletin of Applied Mathematics and Mathematics Education Prosiding Konferensi Nasional Penelitian Matematika dan Pembelajarannya Eduvest - Journal of Universal Studies Innovative: Journal Of Social Science Research MAJAPAHIT POLICY Jurnal Pelita Manajemen Jurnal Lentera Pengabdian Revenue: Lentera Bisnis Manajemen Ar-Rusyd: Jurnal Pendidikan Agama Islam Karimah Tauhid Jurnal Berita Ilmu Keperawatan Proceeding International Pelita Bangsa JUKEJ: Jurnal Kesehatan Jompa Neraca Manajemen, Akuntansi, dan Ekonomi Medic Nutricia : Jurnal Ilmu Kesehatan Jurnal Healthy Mandala Waluya Jurnal Inovasi Pembelajaran Matematika Tuladha : Jurnal Pendidikan Dasar Dedikasi : Jurnal Pengabdian Lentera Review: Journal of Multidisciplinary in Social Sciences Journal of Management, Economic, and Financial EBAMUKAI; JURNAL PENGABDIAN ILMU PENGETAHUAN DAN TEKNOLOGI Majalah Pengabdian Indonesia Journal of Community Services and Engagement: Voice of Community (VOC) Science: Indonesian Journal of Science Jurnal Ilmu Manajemen Dan Pendidikan Multidisciplinary Indonesian Center Journal Cahaya Pengabdian Malahayati International Journal of Nursing and Health Science Jurnal Ilmu Kesehatan TANJAK : Jurnal Pengabdian Kepada Masyarakat Jurnal Indonesia Mengabdi Journal on Mathematics Education Didacticofrancia: Journal Didactique du FLE Jurnal Pendidikan Guru Profesional Jurnal Pendidikan Islam Al Ikhlas Annales Bogorienses Academia Open
Dwi Astuti
Universitas Muria Kudus
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Peran Komitmen Organisasi pada Pengaruh Kepuasan Kerja terhadap Turnover Intention Parashakti, Ryani Dhyan; Astuti, Dwi
Revenue: Lentera Bisnis Manajemen Vol. 1 No. 01 (2023): Februari 2023
Publisher : Lentera Ilmu Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (253.523 KB) | DOI: 10.59422/lbm.v1i01.15

Abstract

Era digitalisasi saat ini, tingginya tingkat turnover karyawan telah menjadi masalah tersendiri, bukan hanya untuk tim human capital management namun juga bagi perusahaan. Penelitian ini bertujuan untuk mengetahui pengaruh kepuasan kerja terhadap turnover intention yang di mediasi komitmen organisasi. Populasi dalam penelitian ini adalah karyawan PT CMB berjumlah 110 dengan sample di dapat 86 responden. Penelitian ini menggunakan penelitian kuantitatif. Alat analisis menggunakan software SEM Smart PLS. Survei online dilakukan menggunakan google form guna pengumpulan data. uji R- square, Bootstrapping,Path Coefficient, dan Specific indirect effects adalah metode analisis data yang digunakan dalam penelitian ini. Hasil penelitian ini menunjukan bahwa Kepuasan kerja berpengaruh terhadap turnover intention, kepuasan kerja berpengaruh terhadap komitmen organisasi, komitmen organisasi berpengaru terhadap turnover intension, dan komitmen organisasi mampu memediasi pengaruh kepuasan kerja terhadap turnover intention
Pengaruh Kualitas Produk, Promosi Dan Harga Terhadap Kepuasan Pelanggan Pengguna Perdana Telkomsel di Cikarang Timur Hanafia, Fifi; Permadi, Hanif Nanda; Astuti, Dwi
Revenue: Lentera Bisnis Manajemen Vol. 1 No. 03 (2023): Agustus 2023
Publisher : Lentera Ilmu Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59422/lbm.v1i03.124

Abstract

Perkembangan teknologi komunikasi dan informasi di Indonesia membawa masyarakat melakukan segala sesuatu hal dengan cepat dan instan untuk dapat memperoleh informasi, hal ini juga didukung oleh banyaknya berkembang teknologi operaror seluler (provider) namun perkembangan ini juga harus diiringi dengan kualitas produk, promosi dan harga yang baik agar dapat menarik komnusen. Tujuan dari penelitian ini adalah untuk mengetahui pengaruh kualitas produk, promosi dan harga terhadap kepuasan pelanggan secara parsial dan simultan. Pengumpulan data dilakukan dengan cara observasi, kuisioner dan wawancara. Teknik Pengambilan sampel dengan cara accidental sampling dengan sampel 140 orang pada populasi. Penelitian ini menggunakan metode kuantitatif dengan menggunakan uji validitas, uji reliabilitas, uji multikolinieritas, uji heterokedastisitas uji regresi berganda, uji t dan uji F dengan bantuan statistik SPSS. Berdasarkam hasil pengujian menggunakan uji t menunjukan bahwa kualias produk, promosi dan harga secara parsial berpengaruh positif dan signifikan terhadap kepuasan pelanggan, hasil pengujian menggunakan uji F menunjukan bahwa kualitas produk, promosi dan harga secara simultan berpengaruh positif terhadap kepuasan pelanggan, hasil pengujian koefisien determinasi pada Adjused R Square variabel kualitas produk, promosi dan harga mampu menjelaskan besarnya pengaruh kualitas produk, promosi dan harga terhadap kepuasan pelanggan sebesar 61,9% sedangkan 38,1% dipengaruhi oleh faktor lain.
Optimalisasi Ruang Laktasi di 12 Kementerian dan Lembaga Republik Indonesia Rosyidah, Hanifatur; Yuhan, Risni Julaeni; Siregar, Lesti Kaslati; Qosyasih, Nelis Nazziatus Sadiah; Saraswati, Lia Kharisma; Chasanah, Isnatul; Syafitri, Yunita; Astuti, Dwi
Jurnal Pengabdian Masyarakat Kedokteran Vol 4, No 2 (2025): Mei
Publisher : Fakultas Kedokteran, Universitas Islam Sultan Agung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30659/abdimasku.4.2.50-57

Abstract

Mempertahankan pemberian ASI eksklusif sangat sulit bagi para ibu saat kembali bekerja. Oleh karena itu, dukungan menyusui pada ibu bekerja sangatlah dibutuhkan guna mencapai keberhasilan ASI eksklusif yang penting untuk kelangsungan hidup dan kesehatan anak. Hasil pengkajian yang dilakukan di 12 Kementerian dan Lembaga, ditemukan bahwa belum maksimalnya dukungan pada ibu menyusui di tempat kerja. Tujuan dari kegiatan penyusunan modul dan bimbingan teknis pada perwakilan kantor adalah guna mendorong perkantoran Kementerian dan Lembaga dalam mempromosikan, mendukung, dan melindungi hak ibu dan anak. Bimbingan teknis yang dilakukan selama 2 hari ini menggunakan metode Komunikasi Antar Pribadi (KAP), dengan peserta sebanyak 25 orang. Pemahaman dan kepuasan peserta diukur dengan kuesioner yang diisi sebelum dan setelah kegiatan pelatihan. Sebagian besar peserta adalah perempuan (80%), usia peserta berkisar 24-46 tahun, dan lebih dari 50% berpendidikan sarjana dan magister. Rerata nilai pretest peserta yaitu 65,4, sedangkan rerata nilai posttest yakni 76,65. Berdasarkan hasil dari uji-t statistic diperoleh nilai 0,000 < 0,05, maka dapat disimpulkan bahwa terdapat perbedaan yang signifikan antara hasil uji kompetensi peserta terkait menyusui sebelum dan sesudah pelatihan. Dengan kata lain terdapat perubahan peningkatan pengetahuan pada peserta pelatihan. Seluruh peserta sangat puas terhadap metode selama pelatihan. Lebih dari 80% peserta sangat puas dengan fasilitator dan materi yang disampaikan. Rencana Tindak Lanjut (RTL) setelah pelatihan ini mencakup 2 kegiatan utama yaitu sosialisasi edukasi menyusui dan perumusan kebijakan dalam pemenuhan hak anak atas kesehatan dan pendidikan.Maintaining exclusive breastfeeding is very difficult for mothers when returning to work. Therefore, breastfeeding support for working mothers is very necessary to achieve the success of exclusive breastfeeding which is important for the survival and health of children. The results of the study conducted in 12 Ministries and Institutions found that support for breastfeeding mothers in the workplace was not optimal. The purpose of the module preparation and technical guidance activities at the representative offices was to encourage the offices of the Ministry and Institutions to promote, support, and protect the rights of mothers and children. The technical guidance conducted for 2 days used the Interpersonal Communication method, with 25 participants. The understanding and satisfaction of the participants were measured by questionnaires filled out before and after the training activities. Most of the participants were women (80%), the age of the participants ranged from 24-46 years, and more than 50% had bachelor's and master's degrees. The average pretest score of the participants was 65.4, while the average posttest score was 76.65. Based on the results of the statistical t-test obtained a value of 0.000 <0.05, it can be concluded that there is a significant difference between the results of the participant competency test related to breastfeeding before and after the training. In other words, there is a change in the increase in knowledge of the training participants. All participants were very satisfied with the method during the training. More than 80% of participants were very satisfied with the facilitators and the materials presented. This Follow-up Action Plan after training includes 2 main activities, namely socialization of breastfeeding education and formulation of policies in providing children's rights to health and education.
The Effect of Leadership, Motivation and Organizational Culture on Employee Performance: The Case of Personal and Humar Resource Development Agency (BKPSDM) at Palembang City Astuti, Dwi; Idris, Muhammad; Moelyati, Trisniarty Adjeng
International Journal of Business, Management and Economics Vol. 6 No. 2 (2025): International Journal of Business, Management and Economics
Publisher : Training & Research Institute - Jeramba Ilmu Sukses (TRI-JIS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47747/ijbme.v6i2.2780

Abstract

This research aims to investigate the impact of leadership, motivation, and organizational culture on the performance of employees at the Personnel and Human Resources Development Agency (BKPSDM) office in Palembang. This type of research is associative. The variables used by the researcher are leadership, motivation, and organizational culture on performance. The sample in this study is 86 employees of the Personnel and Human Resources Development Agency (BKPSDM) office in the city of Palembang, which was selected using Cluster Random Sampling. The data used in this study is primary data with a questionnaire data collection method. The results of this study show that (1) Leadership, motivation, and organizational culture, collectively, have a positive and significant effect on employee performance. (2) Leadership has a positive and significant impact on the company's performance.
PENGEMBANGAN BAHAN AJAR KALKULUS INTEGRAL BERBASIS PENDEKATAN COMPUTATIONAL THINKING Setyawan, Fariz; Astuti, Dwi
AKSIOMA: Jurnal Program Studi Pendidikan Matematika Vol 10, No 4 (2021)
Publisher : UNIVERSITAS MUHAMMADIYAH METRO

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (833.581 KB) | DOI: 10.24127/ajpm.v10i4.4308

Abstract

Dampak pandemi memaksa mahasiswa lebih menyukai pembelajaran dengan menggunakan e-learning ataupun WhatsApp dibandingkan dengan platform lain. Berkaitan dengan hal tersebut maka perlu dikembangkan bahan ajar yang terintegrasi dengan teknologi terkini yang bersifat adaptif dan dapat diakses kapanpun dan dimanapun oleh mahasiswa. Tujuan penelitian ini adalah mengembangkan bahan ajar mata kuliah Kalkulus Integral berbasis pendekatan Computational Thinking (CT) yang valid dan praktis. Penelitian ini merupakan penelitian pengembangan dengan model pengembangan Plomp yang meliputi tahap preliminary research, prototyping, dan assesment. Instrumen yang digunakan meliputi angket validitas ahli, angket respon mahasiswa terhadap e-modul, dan angket respon mahasiswa terhadap pembelajaran. Teknik analisis data menggunakan sistematik refleksi dan dokumentasi untuk menghasilkan teori atau prinsip desain secara ilmiah. Berdasarkan hasil penelitian diperoleh bahwa bahan ajar sangat valid (Sr=4,76) dan praktis (Pr=3,79). Selain itu, melalui refleksi pembelajaran diperoleh sebanyak 73,3% mahasiswa memahami konsep yang diberikan, 46,7% mahasiswa mengaitkan pengetahuan mahasiswa sebelumnya, 40% mahasiswa setuju dosen melakukan pembimbingan saat mahasiswa menyelesaikan masalah, 53,3% mahasiswa mendapatkan kesempatan untuk berdiskusi dan menyampaikan pendapat, dan 40% mahasiswa setuju bahwa dosen memberikan kesempatan untuk mengevaluasi diri melalui tugas yang diberikan dalam e-learning. Saran untuk penelitian berikutnya adalah dapat melanjutkan penelitian eksperimen untuk mengukur pengaruh penggunaan bahan ajar yang telah dikembangkan.The impact of the pandemic has forced students to prefer learning by using e-learning or WhatsApp compared to other platforms. This encourages researchers to provide teaching materials that are integrated with the latest technology that is adaptive and can be accessed anytime and anywhere by students. The purpose of this research is to develop a valid and practical teaching materials in Integral Calculus course based on Computational Thinking (CT) approach. The development model used is a research design model of the type of development studies by Plomp such as preliminary research, prototyping, and assesments. The instruments of the research are questionnaire of expert validity, students’ response of e-modul and learning process. The data analyzed by systematic reflection and documentation to produce scientific theories or principle. Based on the results of the study, it was found that the teaching material is compelling (Sr=4.76) and practical (Pr=3.79). Meanwhile, as measured through the reflection of CT-based learning was obtained by as many as 73.3% of students understood the concepts given, 46.7% of students linked previous student knowledge, 40% of students agree that lecturers provide guidance when students solve problems, 53.3% of students get the opportunity to discuss and convey their thoughts during lectures, and 40% of students agree that lecturers provide opportunities to evaluate themselves through assignments given in e-learning. Suggestions for future research are to continue experimental research in measuring the effect of using developed teaching materials.
Slow Stroke Back Massage on Postpartum Anxiety: A Quasi-Experimental Study Astuti, Dwi; Jauhar, Muhamad; Ismail, Wan Ismahanisa
Jurnal Berita Ilmu Keperawatan Vol. 18 No. 2 (2025): July
Publisher : Universitas Muhammadiyah Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/bik.v18i2.8394

Abstract

The postpartum period is very susceptible to anxiety due to the transition process to parenthood and hormonal changes during childbirth and postpartum. Management is carried out by providing Slow Stroke Back Massage. This intervention can make you comfortable and relaxed so that anxiety can be resolved. This article is to determine the effect of Slow Stroke Back Massage on postpartum anxiety. This belongs quasi-experimental research using, one group pretest-postest design. The sampling technique used a total sampling of 76 postpartums. The intervention was carried out for 3 days with a duration of 10 minutes. The research instrument used SOP Slow Stroke Back Massage and the Zung Self-rating Anxiety Scale (ZSAS) anxiety questionnaire. Data analysis was done using Wilcoxon test. The result of this study stated that there is an effect of giving slow stroke back massage on anxiety in postpartum p value (0.000 < 0.05). It can be shortly said that giving Slow Stroke Back Massage can reduce postpartum anxiety.
EKSPLORASI ETNOMATEMATIKA TERHADAP KONSEP GEOMETRI PADA STRUKTUR TEBING BREKSI Afu Lathif, Hanif; Astuti, Dwi
AdMathEduSt: Jurnal Ilmiah Mahasiswa Pendidikan Matematika Vol. 12 No. 2 (2025)
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Penelitian ini bertujuan untuk melakukan eksplorasi terhadap etnomatematika pada Tebing Breksi yaitu sebagai upaya memudahkan proses pembelajaran matematika dengan pendekatan budaya, khususnya dalam mengenal bangun datar dan ruang pada bangunan Tebing Breksi sehingga suatu proses belajar yang terjadi lewat adanya aktivitas secara kultural oleh kelompok masyarakat, yaitu proses menghitung atau menganalisis data. Jenis penelitian yang digunakan adalah penelitian eksploratif-deskriptif. Adapun alur penelitian terdiri atas pendokumentasian segala hal yang terkait dengan Tebing Breksi, melakukan wawancara terhadap responden, memperoleh hasil, dan kesimpulan penelitian. Hasil penelitian menunjukkan bahwa metode pengukuran yang digunakan lebih modern dengan menggunakan teknologi saat ini sedangkan berbeda dengan pengukuran pembuatan ornamen sangat sederhana yang dimulai dari menggunakan jari tangan dan penggaris mistar. Selain itu, pada rancang bangunan Tebing Breksi terdapat konsep geometri bangun datar dan bangun ruang. Adapun konsep bangun datar pada bangunan Tebing Breksi, antara lain konsep dan prinsip segitiga pada pringgitan, pola persegi pada bebatuan, dan pola lingkaran pada Amphitheater Mini. Selanjutnya konsep-konsep bangun ruang pada Tebing breksi, yaitu konsep dan prinsip prisma segitiga pada atap gazebo tradisional, konsep dan prinsip kubus pada bangku batu tradisional, konsep, dan prinsip balok dalam bangku batu tradisional.
Hubungan Inovasi Posyandu dengan Keaktifan Kader dan Kunjungan Balita di Posyandu Cempaka Desa Nganguk Kudus Zulaekah, Niar; Astuti, Dwi; Tristanti, Ika
Midwifery Care Journal Vol 6, No 3 (2025): July
Publisher : Politeknik Kesehatan Kementrian Kesehatan Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31983/micajo.v6i3.12915

Abstract

 Posyandu (Integrated Health Service Post) is a form of community-based health service aimed at improving health status, particularly for toddlers, pregnant women, and breastfeeding mothers. One of the challenges in managing Posyandu is increasing the number of toddler visits and the activity level of cadres in delivering services. Low toddler visit rates and inactive cadres are common issues faced by Posyandu. The success of Posyandu often depends on the active role of cadres, who are the main drivers of Posyandu activities. The success of Posyandu is significantly influenced by the participation of active and competent cadres.In response to this challenge, Nganguk Village created the "KITA OKE" Posyandu innovation. The objective of this study is to analyze the relationship between Posyandu innovation, cadre activity, and toddler visits. This research uses a quantitative method with a correlational approach and a saturated sampling technique, meaning that all members of the population are included as the research sample. As a result, all 40 cadres were selected as respondents. Data collection was conducted using questionnaires and observations during Posyandu sessions. Statistical data analysis in this study employed the chi-square test. The results of this study indicate that the implementation of innovation at Posyandu positively correlates with cadre activity but does not directly affect toddler visit rates. It can be concluded that there is a relationship between innovation and cadre activity, but there is no relationship between Posyandu innovation and toddler visits.
Enhancing Community Knowledge Capacity in Waste Management Through a Waste Bank in Siwal Village, Sukoharjo Alif Noor, Anna; Jumadi; Astuti, Dwi; Darnoto, Sri; Novita Sari, Dewi; Rudiyanto
Journal of Community Services and Engagement: Voice of Community (VOC) Vol. 5 No. 2 (2025)
Publisher : Universitas Muhammadiyah Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/voc.v5i2.10518

Abstract

The increase in the volume and variety of waste in Siwal Village, Baki, Sukoharjo, has prompted the need for a management strategy that is not only technically oriented but also focuses on improving the knowledge capacity of the community. The growing population and settlements have led to waste that has not been managed optimally, with much of it still scattered on roads and public areas. This initiative aims to enhance community understanding and engagement in waste management through system digitalisation and continuous education. The partner in this initiative is BUMDes Citra Abadi Siwal, which currently lacks a structured waste management system and faces limitations in terms of human resources and infrastructure. Through outreach, training, and mentoring, the community is actively involved in developing community-based waste management systems. The education provided includes waste sorting, the use of a web-based waste bank system, and the importance of waste management as an economic opportunity. The results of the activity show an increase in community knowledge and participation, particularly in terms of waste disposal and sorting. The implementation of a digital system also facilitates record-keeping, monitoring, and enhances transparency in management. Despite challenges such as old habits and infrastructure limitations, this initiative has positively impacted environmental cleanliness and economic contributions through the BUMDes business unit. Thus, this initiative serves as a strategic step in enhancing community capacity toward sustainable waste management.
SEGMENTASI PELANGGAN MENGGUNAKAN METODE DBSCAN UNTUK MENDETEKSI POLA BELANJA Handayani, Riska Dwi; Astuti, Dwi; Priyoatmoko, Wahyu; Kapti, Kapti
TRANSFORMASI Vol 21, No 1 (2025): TRANSFORMASI
Publisher : STMIK BINA PATRIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56357/jt.v21i1.439

Abstract

Customer segmentation is one approach used to identify customer characteristics. Accurate segmentation allows companies to personalize offers, increase customer retention and optimize marketing costs. The purpose of this study is to group customer characteristics of a retail company using the DBSCAN (Density-Based Spatial Clustering of Applications with Noise) method. The DBSCAN method does not require initial determination of the number of clusters, is able to recognize clusters with irregular shapes and can identify outliers or customers with extreme patterns. The dataset used is an external dataset obtained from Kaggle. The dataset contains customer personalization analysis with a total of 2,240 rows and 29 columns. The results of the study show that the DBSCAN method can produce an eps value of 1.2 and produce the highest Silhouette Score of 0.080 with 4 clusters formed. Visualization of segmentation results with PCA dimension reduction techniques into two dimensions to facilitate interpretation. The PCA visualization produces 5 clusters, each of which represents its respective customer group. Thus, this approach offers an adaptive segmentation alternative that is more sensitive to complex behavioral patterns.Keywords : Customer segmentation, DBSCAN, shopping patterns, silhouette scorem, PCA
Co-Authors . Aisyah A.A. Ketut Agung Cahyawan W Abdul Latif Abrori, Abrori Achmad Buchori Achmad Fauzi Ade Mirza Adib, Abdul Adisty Gineung Pratidina, Adisty Adjeng Moelyati, Trisniarty Adkhana, Dian Nur Adnan, Mazlini Afit Istiandaru, Afit Afriani, Astri Afu Lathif, Hanif Agung Dinarjito, Agung Agung Hartoyo Agus Anggoro Sigit Agus Setiyono Ahirawati Ahmad Fauzi Anggi Ariesta Kusuma ahmad kurniadi F04209033 Ahmad Syukron Ahyar, Haeril Ajiningtyas, Eko Sari Alfian Bayu Indrawan Alif Noor Anna Alifandy, Naufal Alwin Marakarmah, Alwin Amalia, Putri Binazir Amalia Ambarwati Amini, Fani Aisyah Amir Fatah Sofyan Anastasia Pudjitriherwanti Andariiani, Fera Andivas, Marulan Anggraeni, Monieka Dyah Anggraini, Yuyun Angraini, Wulan Anjani, Ayu Anky Zannati Anniza, Risma Anny Rosiana Masithoh Apriadi Situmorang Aprilia, Anna Ardiansyah, Awi Arif Setyo Upoyo Arini, Maya Intan Arum, Sri Retno Aryuna, Dyah Ratri Ash Shidiq, Rosyid Augustine, Venanda Clariza Aulia, Titin Awaliah Nur Hikmah, Octa Aziz Muslim, Muhamad Azizah, Syahlika Nur Azzahra, Aleyda Rachma B. Wahyudi Joko Santoso Bambang Hudiono Benny Abraham Bungasalu Bre Boli, Elisabet Bukman Lian, Bukman Cahyamulyaninrum, Erma Dwi Cahyaningtyas, Ovi Sakti Carolina, Thabita Chalwani, Muhammad Chasanah, Isnatul Chatarina Umbul Wahyuni Christanto Syam Damayanti, Safrida Dwi Danithania, Melsa Darmahusni, Darmahusni Darwanto, Salsabilla Ma’anna Syinfa Inna Daspar Daspar Delfi, Asri Denny, Hanifa M. Dewi Hartinah Dewi Novita Sari Dewi Wulandari Diah Andriani Kusumastuti, Diah Andriani Diah Vitri Widayanti Dian Ahmad BS Dian Hasanah Dikdaya, Teguh Diyah Astuti Nurfa’izah Djunijanti Peggie, Djunijanti Dwi Astari, Yanisha Dwi Linna Suswardany Dwi Widyajayantie dwi, annisa Edhi Nurhartadi Edi Tandililing Edy Yusmin Eko Budi Sariyono Eko Julianto Eko Prasetyo Nugroho Eko Supriyanto Ekowati, Sri Elfina, Nisa Emilia Roza Enung Sri Mulyaningsih Estiati, Amy Estiati, Amy Farhan Fakhrudin, Aris Farid Noor Romadlon Farida, Widiatun Nur Fathika, Rizqiana Nur Fathika Fatkhurrochman, Fatkhurrochman Fatkhurrohman Fauzia, Zenitha Nururriski Febriani, Budi Firmansyah Firmansyah Fitrianawati, Meita Fitriani Fitriyani, Harina Friscilla Wenny Rusnawati Galih Prakasa, Handika Garini, Faradila Sri Ardhya Guswenda, Nuan Ifga Hae, Mike Meyranda Jhosephina Halini - Hanafia, Fifi Hanani, Anis Nur handayani, riska dwi Handayani, Sri Hanif, Andini Hanifatur Rosyidah, Hanifatur Hanna Luthfiana Hartanto Hazriyanto, Hazriyanto HEDDY JULISTIONO Hellen Kurniati, Hellen Henni Febriawati, Henni Herdiana, Indra Heri Maria Zulfiati, Heri Maria Heri Retnawati Heriyani, Erfina Herlambang, Alfino Daiva Herlina Ningsih Heru Mugiarso Hidayah, Hidayah Hidayat Ashari, Hidayat Holyness Nurdin Singadimedja Honorius Arpin, Honorius Humokor, Edwin Johanis Husni Mubarak Ibrahim, Luthfi Maulana Ihsan Nurul Alam INDAH PUSPITASARI Indah Risnawati Indanah Irawati Indrianingrum Irfan Nurkhanif, Muhamad Irwan, Hadi Irwati, Dwi Islami, I Ismail, Wan Ismahanisa Ismatul Maula Jayanti Putri Purwaningrum Jayanti, Tamara Dwi Jayawarsa, A.A. Ketut Jevi Triasnia, Jevi Joko Purwanto Joko Purwanto Juliawati, Eka Jumadi Jumadi Jumadi Kamil Hafidzi, M. Kapti Kapti Kapti, Kapti Kartika, Umy Kasmir Kasmir, Kasmir Kawiji Kawiji Khoiriyah, Nana Khoirunnisa, Fania Khuzaimah, Inayah Kisanjani, Alex Koherista G. Liufeto Komala, Indah Kumala, Junisa Kundarmasno, Agus Kurniasih, Iis Kurniawan Rudi Trijatmiko, Kurniawan Rudi Latifa Nur Ahyani, Latifa Nur Latifah Nur Ahyani Liena Sofiana Lintang Kusuma, Devinta Listiana, Yesi Loedin, Inez H.S Loedin, Inez Hortenza Slamet Lutvia Christina Nur Said, Lutvia Christina M. Amir, M. Mahyuse Effendi, Amirta Vina Maridi, M Marlina Widiyanti, Marlina Martha, Septiani Martina Bunga' Martyana Prihaswati Maryadi, Adi Masitoh, anny Rosiana Mastiah, M Maulana, Hutomo Atman Maulina, Devita Maydianasari, Lenna Meidiana Dwidiyanti mendrofa, hendry kiswanto Mifrohul A'la Millati, Arina Minsih Mohamad Syaefudin Mohammad Irham Mohammad Masykuri Mohammad Z. Rahfiludin Mohammad Zen Rahfiludin Mohd Yatim, Siti Rohana Momon Momon, Momon Mufida, Dwi Milla Muhamad Ekhsan Muhamad Jauhar Muhammad Abdul Muin Muhammad Akmal Al Abdilah Muhammad Hanafi Muhammad Idris Muhammad Lutfi Mahasinul Akhlak Muhammad Purnomo Muhammad Syaiful Muharram, Johan Umfri Munaim, Siti mungin eddy wibowo, mungin eddy Muqorobin, Muqorobin Musyaddad, Anwar Muthoifin Mutmainna, Mutmainna Naa’ifatun, Arneta Ghinaa Nanda Hanifah Putri Nandifah, Nurun Nasrah Nasrah, Nasrah Nasriyah, N Nasution, Siti Lamah Nataliyanti, Dwi Wahyu Natasha, Jehan Nazrantika Sunarto Nazwa Shyreen Alieviandy Neli Purwani Nina Mardiana (F01108057) Nindyasari, Jenita Berlian Ningrum, Lutfi Setia Noor Azizah Noor Cholifah Noprida, Fransiska Santa Nor Asiyah Novita Syahidah Sari Nugraheni, Eri Nur Hidayah, Rida Berliana Amanda Nurfadillah Nurhalizah, Nurhalizah Nurholis Nurholis, Nurholis Nurul Aulia Pratama NURUL HIDAYAH Nyemas Plisa Pradanita, Nyemas Plisa Octariana, Syariefah Fatimah Oktaria, Eka Travilta Oktaviana, Virza Pandini Gunawan, Yosi Intan Pangestu, Tidar Panji Pantouw, Carla F. Pantouw, Carla Frieda Parestu, Octa Widya Pasangka, Oktliana Pebriyanti, Diantika Permadi, Hanif Nanda permana, David reveindra Afif Permana, David Rivaindra Afif Pipit Novila Sari Prakusya, Iclashul Bintang Pratama, Lingga Prida Putra Priyani, Priyani Priyatin Sulistyowati Priyono Priyono Priyono, Siti N. Purnama Sari, Septi Aliviana Purwani, Purwani Puspasari, Fida Dyah Putra, Ilham Muhammad Mardi Putri, Citra Anita Tika Putri, Hera Azaria Putri, Trias Qosyasih, Nelis Nazziatus Sadiah Rachmawati, Syamsidah Rahmah, Nurul Rahmawati Rahmawati, Kartika Novi Rahmawati, Khusnul Dwi Ramadani, Fitra Ramadhan, Cahya Ramadhan, Muhammad Raishal Ramadhani, Nauval Ramdan, Adythia Ramdan, Evan Purnama Rasiman3, Rasiman Rasyid, Febby Rullya Ratna P., Yatimah Regina Regina Rendi Ary Syarifuddin Rengganis, Erika Yudhi Retno Purwani Setyaningrum Reynaldi, Randa Rezania Asyfiradayati Ridwan Budi Pramono, Ridwan Budi Rifai, Nur Rajar Risnawati Risnawati Rizdika Mardiana Romal Ijuddin Romal Ijudin, Romal romiadi F04209036 Rosadi, Dede Rudianto, . rudiyanto Rudiyanto Rudiyanto, Rudiyanto Rully Charitas Indra Prahmana Rumondang, Juwita Ria Ryani Dhyan Parashakti Sadiah, Halima Tus Saiful Rohman Saleni, Resti Mien Samsinar Samsinar Samudra, Hayyin Awwaliyya Tiyas Santhyami Santi, Emy Nofa Saputra, Fahmi Saputro, Maarif Ardhi Saragih Sidauruk, Jhon Erikson Saraswati, Lia Kharisma Sarfilianty Anggiani, Sarfilianty Sari, Pramudya Novita Sarto Sasongko, Ananto Tri Satya Nugroho Sawitri, Riski Resti Sembiring, Rinawati Septiani, Widya Septriliyana, R. Noucie Setiani, Purwaningsih Endah Setiowati, Dian Mega Setiowati, Erfi Ana Setyanto, Arif Tri Setyarini, Ristiyana Eko Setyawan, Fariz Setyawan, Wisnu Shofiana, Friska Sholehah, Mar'atus Sholihah, Elly Putri Sih Mustika, Gandes Silitonga, Samuel Simbolon, Octorolas Siregar, Lesti Kaslati Siska Wulandari, Siska SITI DRIVOKA SULISTYANINGRUM Siti Juariah SITI MAHMUDAH Siti Nuramaliati Prijono, Siti Nuramaliati Sokawati, Ririn Sri Darnoto Sri Handayani SRI HENDRASTUTI HIDAYAT Sri Indrayani, Sri Sri Karyati SRI SULANDARI Sri Sumarni Sri Wahyuni Suasoongern , Sineenart subarjo, Subarjo Sudarwoto -, Sudarwoto Sudiarto Sugiatno . Sugiyanti Sugiyanti Sukandar Sukasno - Sukris Sutiyatno Sulistyorini, Dian Sulistyorini, Mufita Sundari, Susanti Supriyati . Suryo Wiyono Susda Heleni Susi Iravati Sutrisna Wibawa Suwandi Suwandi Suwandi Suwarni Suwarni Syafitri, Elsa Bernafia Syah, Siti Hinda Syakdiah Syakdiah, Syakdiah Syambasril . Syamsidah Rahmawati, Syamsidah Syamsul Arifin Syariefa, Laditry Susthia Tanjung Anitasari Indah Kusumaningrum TARUNI SRI PRAWAST MIEN KAOMINI ANY ARYANI DEDY DURYADI SOLIHIN Tegar Ariyansah, Riyo Tiara Annisya Ni&#039;am Titi Solfitri Tri Eko Agustiningrum Tri Eko Agustiningrum, Tri Tri Handayani TRI JOKO SANTOSO Tri Yusnanto Tricahyanti, Wahyu Trikoesoemaningtyas Tristanti, Ika Tutik Endarwati, Tutik Tyas, Ayuning Ulfah, Hanik Khomisiyah Ulvana, Sukma Umalihayati Umalihayati Ummi Kulsum Upik Kesumawati Hadi Usodo, Budi Utari, Dyah Ayu Vincentia Esti Windiastri, Vincentia Esti Vivi Aprilia, Vivi Wagimin Wahyu Priyoatmoko Wahyu Purbo Juwono Wahyuni, Peni Wati, Cheppy Wati, Wiwik Novia Widhiastuti Sri Lestari, Rosalia Widodo Widodo Widyajayanti, Dwi Widyasari, Rita Aprilia Widyastuti, Riana Widyastutik, Otik Widyawati Widyawati Wigati, Atun Wijamukti, Satrio Wiwin Winarsih Wulansih, Rahmaniati Yeza Febriani Young, Felina C. Yuan Badrianto Yuhan, Risni Julaeni Yuli Yanti Yuliana, Yohanes Gatot Sutapa Yuliandari, Yuliandari Yulisetyaningrum Yulistryarini, Tiwi Yunianto, Eko Yunita Kristiani Yunita Syafitri Yusuf Wahyu Setiya Putra Zulaekah, Niar Zumrotus, Aulia Zunaidah Zunaidah