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Customer Churn Prediction for Life Insurance Using Binary Logistic Regression Dewi, Puspita; Nur Aulia, Reza; Taufiqillah, Rizal
Economic Reviews Journal Vol. 3 No. 3 (2024): Economic Reviews Journal
Publisher : Masyarakat Ekonomi Syariah Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56709/mrj.v3i3.353

Abstract

One of a major problem for many industries including life insurance is customer churn. Because insurance contracts are often renewed every year, insurance businesses have a much harder time retaining customers than other businesses. The main objective of this research is to mitigate expected customer loss and retain potentially lost customers by increasing incentive product and service offerings on behalf of PT. XYZ Insurance, one of the life insurance companies in Indonesia which was founded in 2008. With a total of 123,982 policyholder data were included in the data set for this research, which covers a one-year data period as of December 2022. These data include details about the insurance holder, age of the insured, payment frequency, tenor, premium, and the product chosen by the policyholder of customers at PT. XYZ Insurance. In this research, the data is processed based on binary logistic regression in SPSS, where the data is processed in such a way as to produce output that meets the researchers' expectations. From the results of this research, there are around 16,951 insurance customers who have the potential to churn customers. So, company must implement customized value propositions based on research findings to help retain customers and reduce churn rates effectively in the competitive insurance market. Then the results of this research can also be used to target identified customers in marketing campaigns aimed at reducing churn rates while increasing profitability
Pengaruh Konflik Interpersonal dan Beban Kerja Terhadap Stres Kerja Perawat di Ruang Rawat Inap RSUD Gunung Tua Kabupaten Padang Lawas Utara Tahun 2021 Dewi, Puspita; Efendi, Ismail; Afriani, Miskah
JOURNAL OF HEALTHCARE TECHNOLOGY AND MEDICINE Vol 8, No 1 (2022): APRIL 2022
Publisher : Universitas Ubudiyah Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33143/jhtm.v8i1.1950

Abstract

Stress kerja dapat beresiko bagi kesehatan dan keselamatan kerja. Terdapat beberapa faktor yang dapat menyebabkan stress kerja pada perawat diantaranya adalah konflik interpersonal dan beban kerja. Berdasarkan studi pendahuluan diketahui bahwa perawat di ruang rawat inap RSUD Gunung tua mengalami stress kerja. Penelitian ini membahas tentang stress kerja yang diakibatkan oleh konflik interpersonal dan beban kerja, dimana konflik interpersonal berupa ego dan policy conflik. Tujuan dalam penelitian ini yaitu untuk mengetahui pengaruh konflik interpersonal dan beban kerja terhadap stres kerja perawat di RSUD Gunung Tua Kabupaten Padang Lawas Utara Tahun 2021. Penelitian ini merupakan penelitian kuantitatif dengan desain survei analitik dengan pendekatan Cross Sectional. Populasi dalam penelitian ini sebanyak 67 orang dan Sampel dalam penelitian ini menggunakan tehnik total sampling dengan menggunakan kriteria inklusi dan ekslusi dengan jumlah sampel sebanyak 57. Analisa Data dilakukan secara Univariat, Bivariat dan Multivariat. Untuk Analisis Bivariat menggunakan Uji statistik chi square dan uji multivariat menggukanan regresi linear berganda. Hasil penelitian menunjukkan bahwa ada pengaruh antara konflik interpersonal terhadap stresss kerja dengan nilai signifikan < 0.05.berdasarkan uji multivariate diketahui bahwa konflik interpersonal lebih memengaruhi stress kerja perawat. Disarankan kepada pihak rumah sakit untuk melakukan evaluasi terhadap manajemen konflik interpersonal dan memberikan reward atau hadiah kepada perawat yang mempunyai beban kerja yang tinggi dan membuat kebijakan mengetnai tugas perawat sesuai SOP di ruang rawat inap dan kebijakan terkait jam kerja perawat di ruang rawat inap.Kata Kunci: Konflik interpersonal, beban kerja, stres kerja perawatOccupational stress can risk safety and health of workers. There are several factors that can cause work stress on nurses including interpersonal conflict and workload. As per preliminary studies, nurses in the inpatient room at Gunung Tua Hospital is stressed at work. Work stress is caused by interpersonal conflict and workload, the interpersonal conflict focusing on the process of ego and policy conflict in this study. The purpose of the research is just how interpersonal conflict and workload effect nurses' work stress in 2021 at Gunung Tua Hospital in North Padang Lawas Regency. The analytical survey using a cross sectional approach was employed as the quantitative research method. The study's population was 67 respondents, and the sample employed a total sampling technique with inclusion and exclusion criteria, creating a total sample of 57 people. Univariate, Bivariate, and Multivariate data analysis were used. The chi square statistical test was used for bivariate analysis, and the ordinal logistic regression analysis was used for multivariate analysis.With a significant value of 0.05, the results showed that interpersonal conflict would have an effect on work stress. According the multivariate test, interpersonal conflict has a greater impact on nurses' work stress. It is recommended that its hospital evaluate the management of interpersonal conflict, give rewards or prizes to nurses who have a high workload, and adopt policies for nurse skills in inpatient rooms founded on SOPs, and policies for nurses' working hours in inpatient rooms.Keywords: Interpersonal Conflik, Nurse Workload, Nurse Work Stress, Inpatient Room
Identifikasi Risiko Kecelakaan Perlintasan Sebidang di Kota Madiun Astuti, Septiana Widi; Dewi, Puspita; Nurhadi, Muhamad; Nopryanto, Windi; Cesarasyid, Muhammad Kesuma
Jurnal Teknik Industri Terintegrasi (JUTIN) Vol. 7 No. 1 (2024): January
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jutin.v7i1.22484

Abstract

Railroad level crossings are potential points that are prone to serious accident risks. As transportation infrastructure grows, the importance of safety at level crossings increases. The accident prediction equation developed by the United State Department of Transportation (U.S. DOT) is one of the most frequently used formulas due to its accuracy in predicting the number of accidents at level crossings. In this study, the calculation of hazard index and hazard index and probability of accidents for the next few years using the U.S. DOT formula approach at level crossings located in Madiun City, namely JPL 1, JPL 136 and JPL 138. Based on the results of the Hazard Index calculation, JPL 136 has the highest hazard index value of 194.859 followed by JPL 138 and JPL 1. The results of accident predictions for the next three years at both JPL 1, JPL 136 and JPL 138 are likely to occur 2 accidents at the crossing.
Perencanaan perkerasan jalan raya pada perlintasan sebidang di JPL 136 Kota Madiun Kurniawan, Muhammad Adib; Astuti, Septiana Widi; Dewi, Puspita; Puruhita, Hana Wardani; Riyanta, Wawan
Jurnal Teknik Industri Terintegrasi (JUTIN) Vol. 7 No. 4 (2024): October
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jutin.v7i4.37006

Abstract

The construction of road pavements at level crossings typically employs flexible asphalt pavements, which are prone to peeling and damage. It has been stated that the pavement structure at at-grade crossings between roads and railway tracks should differ from the pavement structure in sections approaching the crossing. The pavement structure at at-grade crossings is recommended to have greater strength than the pavement structure on existing road sections, such as the use of rigid concrete pavements (Prasarana, 2004). In this research, the road pavement at the JPL 136 at-grade crossing in Madiun City is planned to use rigid cement concrete pavement, with the construction calculation using the cement concrete pavement planning method (Ministry of Public Works and Housing, 2003). After analysis, a rigid cement concrete pavement construction with a thickness of 150 mm, a compressive strength of 35 MPa, longitudinal reinforcement D16-170, and transverse reinforcement D12-100 with BJTS 420 A type was obtained.
Introducing Children of Environmental Issue in Sekotong Timur Through Project Based Learning Dewi, Puspita; Yuliatin, Riyana Rizki; Hadi, Sirojul; Syarifaturrahman, Wahyu Kamil; Latif, Kurniadin Abd; Sujaka, Tomi Tri; Ramandha, Muhammad Eka Putra; Fatimatuzzahra, Fatimatuzzahra
Mitra Mahajana: Jurnal Pengabdian Masyarakat Vol. 3 No. 2 (2022): Volume 3 Nomor 2 Tahun 2022
Publisher : LPPM Universitas Flores

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37478/mahajana.v3i2.1834

Abstract

Nowadays, the environmental issue is one of the biggest problems worldwide. It is because the climate change deteriorates from time to time; the earth becomes warmer, and pollution polluted the environment. Humans have a pivotal role in changing the earth because they damage the ecosystem by using numerous plastics, throw many of rubbish, and cutting plenty of trees. As a result, climate change and global warming become worse. Consequently, all stakeholders need to take the responsibility to protect the earth. Some groups blame the government; however; environmental issues are the government’s responsibility and all society’s matters, including academicians. This community service activity was conducted in one of the remote areas in Bunbeleng village, East Sekotong district, East Lombok. The Project was held by Relawan Saling Jaga Indonesia (Relasi) funded by Direct Aid Program (DAP) Australian Consulate-General, Bali Indonesia coordinated by Isyatul Mardiah. This project was conducted based on Project-based Learning (PBL). There are five stages in implementing this project: planning the project, monitoring the project, presenting the project, and evaluating the project. The environment topics were elaborated in this community through the PBL. After the program, the students have more knowledge in reducing, recycling, and reusing plastics and green programs with planting trees. The students were very enthusiastic and motivated. The collection of the project was exhibited isn the classroom.
Momentum Accounting sebagai Paradigma Baru dalam Pelaporan Keuangan: Kajian Literatur Dewi, Puspita; Pasaribu, Devi Rahmadani; Syahfitri, Nia; Darma, Jufri
ProBisnis : Jurnal Manajemen Vol. 16 No. 06 (2025): December: Management Science
Publisher : Lembaga Riset, Publikasi dan Konsultasi JONHARIONO

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

Abstract

Pelaporan keuangan berbasis akrual cenderung hanya menyajikan informasi historis yang bersifat retrospektif, sehingga kurang mendukung kebutuhan prospektif dalam pengambilan keputusan. Artikel ini mengkaji momentum accounting sebagai paradigma baru pelaporan keuangan. Konsep yang diperkenalkan Yuji Ijiri (1989) ini menambahkan dimensi momentum (laju perubahan) dan force (penyebab perubahan) untuk melengkapi dimensi tradisional stock dan flow. Hasil kajian literatur menunjukkan bahwa momentum accounting memberikan informasi yang lebih dinamis, prediktif, dan prospektif dibanding laporan keuangan konvensional. Penelitian sebelumnya (Melse, 2008; Dasuki, 2020; Sun, 2022) mendukung bahwa konsep ini memperkaya decision usefulness dengan menjelaskan arah, kecepatan, serta penyebab perubahan kinerja perusahaan. Selain itu, momentum accounting sejalan dengan regulasi internasional yang menekankan transparansi, keberlanjutan, dan prospek jangka panjang. Meski begitu, tantangan implementasi masih ada, seperti kebutuhan teknologi real-time, standar baru, dan kesiapan praktisi. Secara keseluruhan, momentum accounting berpotensi menjadi pelengkap integrated reporting sekaligus menjawab tuntutan pelaporan modern di era digital dan penuh ketidakpastian.
Sosialisasi Lingkungan Berbasis 3R untuk Membangun Kesadaran Ekologis Remaja di MTS Nurul Ishlah Lombok Barat Ramdani, Rizal; Rahmatullah, Arwin Yafi; Assa’ady, M. Chothibul Umam; Dewi, Puspita; Pratama, Aryan Agus
Dedikasi: Jurnal Pengabdian Lentera Vol. 2 No. 10 (2025): Oktober 2025
Publisher : Lentera Ilmu Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59422/djpl.v2i10.1103

Abstract

Pengabdian kepada masyarakat ini bertujuan untuk meningkatkan pengetahuan dan kesadaran remaja dalam menjaga dan melestarikan lingkungan melalui penerapan 3R (Reduce, Reuse, dan Recycle) di MTs Nurul Ishlah, Lombok Barat. Kegiatan ini ditujukan kepada peserta didik sebagai kelompok usia strategis melalui pelaksanaan sosialisasi mengenai pentingnya kepedulian terhadap lingkungan. Seluruh rangkaian kegiatan merupakan hasil kerja sama antara dosen dan mahasiswa Fakultas Ekonomi dan Bisnis Universitas Bumigora dengan pihak sekolah MTs Nurul Ishlah. Pelaksanaan sosialisasi memperoleh respons yang sangat positif dari para peserta. Hal ini ditunjukkan melalui tingkat perhatian yang tinggi selama penyampaian materi serta antusiasme remaja dalam sesi diskusi dan tanya jawab. Antusiasme tersebut mencerminkan meningkatnya minat dan pemahaman peserta terhadap materi yang disampaikan.
Peran Unit Pengukuran (The Unit of Measure) Dalam Mewujudkan Informasi Akuntansi Yang Berkualitas : Teori, Implementasi dan Implikasi Janadiyah, Fadillah; Tiara, Ihsan; Dewi, Puspita; Syahfitri, Nia; Pasaribu, Devi Rahmadani; Darma, Jufri
Jurnal Ekonomi, Akutansi dan Manajemen Nusantara Vol. 4 No. 3 (2026): Edisi Januari - April IN PROGRESS
Publisher : Utiliti Project Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55338/jeama.v4i3.416

Abstract

Postulat satuan pengukuran (the unit of measure) merupakan salah satu landasan fundamental dalam teori akuntansi yang berfungsi menyatukan seluruh transaksi ekonomi ke dalam satuan moneter yang seragam. Penggunaan satuan moneter memungkinkan informasi keuangan diukur, dicatat, dan dibandingkan secara konsisten antarperiode dan antarentitas, sehingga berperan penting dalam mewujudkan kualitas informasi akuntansi. Penelitian ini bertujuan untuk menganalisis secara konseptual peran postulat satuan pengukuran dalam menjaga relevansi, keandalan, dan keterbandingan informasi akuntansi. Metode penelitian yang digunakan adalah literature review dengan menelaah artikel jurnal nasional terakreditasi, buku teks akuntansi, serta dokumen resmi yang diperoleh melalui basis data Google Scholar, Garuda, dan SINTA dengan rentang tahun publikasi 2015–2025. Literatur yang dikaji dipilih berdasarkan tingkat relevansi dan kesesuaian dengan topik unit pengukuran dan teori akuntansi. Hasil kajian menunjukkan bahwa penerapan postulat satuan pengukuran secara konsisten menjadi dasar utama dalam menjaga kualitas informasi akuntansi, khususnya dalam hal relevansi dan keterbandingan laporan keuangan. Namun demikian, asumsi kestabilan nilai moneter yang mendasarinya memiliki keterbatasan akibat inflasi dan perubahan daya beli uang, yang berpotensi menurunkan relevansi laporan keuangan jika tidak disertai penyesuaian pengukuran. Penelitian ini menyimpulkan bahwa pemahaman yang komprehensif terhadap postulat satuan pengukuran serta penerapan pendekatan pengukuran yang lebih adaptif, seperti nilai kini atau nilai wajar, diperlukan agar laporan keuangan mampu mencerminkan kondisi ekonomi secara wajar dan tetap relevan bagi pengguna informasi akuntansi.
Innovation In Renewable Energy Systems: Utilization Of Piezoelectric Sensors On Railway Tracks To Harvest Vibration Energy PUTRA BUDIMAN, FIRJATULLAH AKBAR; Pandya, Bagas; Kusuma, Anung; Fadhilah, Hasna; Dewi, Puspita; Prasetiyo, Alfian Yuda; Nurhadi, Muhamad
Journal of Railway Transportation and Technology Vol. 4 No. 2 (2025): November
Publisher : Politeknik Perkeretaapian Indonesia Madiun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37367/jrtt.v4i2.57

Abstract

Green energy development prioritizes sustainable sources like solar, wind, biomass, and geothermal to combat climate change and resource depletion. In this context, piezoelectric technology offers a promising solution for energy harvesting from vibrations and mechanical stresses, such as those generated by vehicles or trains. This technology converts mechanical pressure into electrical energy via polarization changes within piezoelectric materials. This system has proven effective in powering electronic devices and signaling systems at railway level crossings, especially in remote areas lacking grid access. This study employs a descriptive method with a quantitative approach, utilizing experimental data. Data acquired from experiments conducted with the device positioned at a railway level crossing, observing passing trains and various motor vehicles including cars, trucks, and buses, indicated a generated power of 18,185 watts. With the series installation of ten such devices, a total power output of 165.44 Watts per day can be achieved, which is sufficient to meet the energy demands of the signaling system. The harvested energy powers signaling systems, lighting, and other electronic equipment at level crossings. Implementing this technology not only enhances sustainability through renewable energy use but also reduces reliance on external electricity supplies. Consequently, piezoelectric technology significantly improves operational efficiency and railway safety, particularly at level crossings.
Pelatihan Penggunaan Flowchart untuk Meningkatkan Kemampuan Algoritma Pemrograman di SMK Negeri 1 Ngawi Arifianto, Teguh; Sunaryo, Sunaryo; Arifidin, M Afif Amalul; Pradipta, Andri; Dewi, Puspita; Prasetiyo, Alfian Yuda; Pranutianingrum, Agil; Sahara, Ajeng Sabhina Putri; Cahyono, Eko Yunianto Adi; Lamijan, Lamijan
Jurnal Pemberdayaan Masyarakat dan Komunitas Vol 3, No 1: 2026
Publisher : STAI Nurul Islam Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52620/jpmk.v3i1.275

Abstract

Pesatnya perkembangan teknologi informasi menuntut lulusan Sekolah Menengah Kejuruan (SMK) memiliki kemampuan algoritma dan logika pemrograman yang baik, khususnya di bidang jaringan komputer dan telekomunikasi. Berdasarkan kondisi tersebut, kegiatan pengabdian kepada masyarakat dilaksanakan di SMK Negeri 1 Ngawi pada 29 Oktober 2024 dengan tujuan meningkatkan kompetensi siswa dalam memahami dan menerapkan konsep dasar algoritma dan logika melalui pendekatan visual berbasis flowchart. Kegiatan ini terdiri atas beberapa tahapan yaitu persiapan materi, koordinasi dengan sekolah, pelaksanaan pelatihan berupa teori, demonstrasi interaktif, praktik langsung, dan evaluasi. Hasil pelaksanaan menunjukkan adanya peningkatan signifikan dalam kemampuan siswa menyusun flowchart dan memecahkan persoalan pemrograman sederhana. Selain itu, umpan balik dari peserta dan pihak sekolah sangat positif sehingga direncanakan pengembangan kegiatan pelatihan lanjutan dengan materi yang lebih kompleks. Kegiatan ini diharapkan menjadi model pelatihan vokasi berbasis visualisasi algoritma yang dapat diterapkan di sekolah kejuruan lainnya.
Co-Authors Afnita Afnita Afriani, Miskah Agus Syahid Akib, Nasifa Tridasari Alfian Yuda Prasetiyo Alfilail, Nur Ali Khomsan Alkhafi Maas Siregar Andriyani, Sherly Regita Anggriani, Rini Arifidin, M Afif Amalul Arsana, I Made Mangku Arwin Yafi Rahmatullah Aryan Agus Pratama Astuti, Emi Astuti, Septiana Widi Azalig, Risyad Azmy, Dzikry Ulyl Basti Basti Cahyono, Eko Yunianto Adi Cesarasyid, Muhammad Kesuma Cesilia M Dwiriani Dadang Sanjaya Atmaja Damayanti, Ajeng Tyas Diah Supatmiwati Dzulqornain, Muhammad Efendi, Ismail Elfrianto ., Elfrianto Erlangga, Aditya Wahyu Erpina, Evi Fadhilah, Hasna Fatimatuzzahra Fatimatuzzahra Faujani, Fajrina Putri Fitri Hayati Hammad, Rifqi Hana Wardani Puruhita Hani, Umi Haryono, Ika Avrilina Heikal, Jerry Helna Wardhana Hendro Prassetiyo Hilda Hastuti I Nyoman Miyarta Yasa Ibrahim, Isra Dewi Kuntary Istiqomah, Chilyatul Jabal Ahsan Janadiyah, Fadillah Josman, Lady Faerrosa Jufri Darma Julianto, Indra Rasyid K Bidin, Cici Rianti Kurniadin Abd Latif Kurniawan, Muhammad Adib Kusuma, Anung Lamijan Lamijan, Lamijan Lamusu, Faruq M. Chothibul Umam Assa’ady Meilyana Meizara, Eva Moh. Ali Murad Muhammad Eka Putra Ramandha Muhammad Romzi Muhammad Zaki Pahrul Hadi Ni Ketut Putri Nila Sudewi Nopryanto, Windi Nugraha, Rizky Nur Aulia, Reza Nurhadi, Muhamad Nurliani, Siti Oktaviona, Alivia Pandya, Bagas Pasaribu, Devi Rahmadani Pradipta, Andri Pranutianingrum, Agil Pratama, Aryan Puspita, Rahista Maya Puspitasari, Mariana Diah PUTRA BUDIMAN, FIRJATULLAH AKBAR Raharjo, Efendhi Prih Rahmawati, Lela Ramdhani, Suciaty Restu Alpiansah Ridhasyabina, Muna Risendy, Rian Riyana Rizki Yuliatin Riyanta, Wawan Rizal Ramdani Rosidah Alawiyah Sahara, Ajeng Sabhina Putri Sari, Dian Eka Satrya HD, Dharma Satya HD, Dharma Sibarani, Choms Gary Ganda Tua Sirojul Hadi Siti Soraya Solehah, Yunita Amelia Sujaka, Tomi Tri Sujaka, Tomy Tri SULISTIYO, HAFIZH Sulmi Magfirah Sulmi Magfirah, Sulmi Sunarya, Nayla Octavia Sunaryo Sunaryo Surya Wisada Dachi Syahfitri, Nia Taufiqillah, Rizal TEGUH ARIFIANTO, TEGUH Tiara, Ihsan Tua Halomoan Harahap, Tua Halomoan Ummi Risti Ayuni Rahman Wahyu Kamil Syarifaturrahman, Wahyu Kamil Wibowo, Sandi Nasrudin Wicaksana, Bimashena Aprilio Widi Astuti, Septiana Windi Nopriyanto Yuliana, Ika Yuliatin , Riyana Rizki Yunika, Regina Pricilia ~ Rispianda, ~