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Puspita Dewi, Puspita
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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.
Problematika Penerapan Kurikulum Merdeka Belajar Pada Pembelajaran Matematika Di Kelas X SMKN 2 Bukittinggi Tahun Pelajaran 2023/2024 Dewi, Puspita; M. Imamuddin; Tasnim Rahmat; Haida Fitri
J-CEKI : Jurnal Cendekia Ilmiah Vol. 3 No. 6: Oktober 2024
Publisher : CV. ULIL ALBAB CORP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56799/jceki.v3i6.5123

Abstract

Penelitian ini membahas tantangan yang dihadapi guru dalam penerapan Kurikulum Merdeka pada pembelajaran matematika, khususnya dalam perencanaan, pelaksanaan, dan evaluasi pembelajaran. Kendala yang dihadapi termasuk kurangnya pemahaman terhadap kurikulum, keterbatasan sumber belajar, dan minimnya sarana dan prasarana. Selain itu, guru juga mengalami kesulitan dalam mengembangkan metode pembelajaran yang inovatif dan sesuai dengan konsep Kurikulum Merdeka. Penelitian ini bertujuan untuk mengidentifikasi masalah tersebut dan upaya yang dilakukan oleh guru matematika kelas X di SMKN 2 Bukittinggi. Penelitian ini menggunakan pendekatan deskriptif kualitatif dengan instrumen utama berupa peneliti dan pedoman wawancara. Data dianalisis menggunakan model Miles dan Huberman. Hasil penelitian menunjukkan bahwa guru mengalami kesulitan dalam menyusun perangkat pembelajaran, memilih metode pengajaran, dan menentukan asesmen yang sesuai dengan konsep Kurikulum Merdeka. Untuk mengatasi hal ini, guru mengikuti pertemuan KKG, berkolaborasi dengan rekan, serta mengikuti pelatihan dan mencari informasi terkait implementasi kurikulum.
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 Arsana, I Made Mangku Aryan Agus Pratama Astuti, Emi Astuti, Septiana Widi Azalig, Risyad Azmy, Dzikry Ulyl Basti Basti 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 Fatimatuzzahra Fatimatuzzahra Faujani, Fajrina Putri Fitri Hayati Haida Fitri 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 Indra Rasyid Julianto Istiqomah, Chilyatul Jabal Ahsan Josman, Lady Faerrosa K Bidin, Cici Rianti Kurniadin Abd Latif Kurniawan, Muhammad Adib Lamusu, Faruq M. Imamuddin 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 Pasaribu, Devi Rahmadani Pratama, Aryan Puspita, Rahista Maya Puspitasari, Mariana Diah Raharjo, Efendhi Prih Rahmawati, Lela Ramdhani, Suciaty Restu Alpiansah Ridhasyabina, Muna Risendy, Rian Riyana Rizki Yuliatin Riyanta, Wawan Rizal Ramdani Rosidah Alawiyah 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 Sunarya, Nayla Octavia Surya Wisada Dachi Tasnim Rahmat Taufiqillah, Rizal 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, ~