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FANGIRLING SEBAGAI PREDIKTOR KESEJAHTERAAN PSIKOLOGIS PADA WANITA KARIER PENGGUNA APLIKASI X Caecillia Putri Nathasya Letto; Sutarto Wijono
Journal of Innovation Research and Knowledge Vol. 5 No. 6 (2025): Nopember 2025
Publisher : Bajang Institute

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

Abstract

Fangirling is an emotional and cognitive involvement with idols that may influence an individual’s psychological condition. This study aims to examine the effect of fangirling on psychological well-being among career women who use application X. The participants consisted of 175 women aged 22–32 years, selected using purposive sampling technique. The instruments used were a fangirling scale developed based on McCutcheon’s theory and a psychological well-being scale adapted from Ryff. The results showed a significant effect between fangirling and psychological well-being, with a significance value of 0.000 < 0.05. This indicates that the higher the level of fangirling, the higher the psychological well-being among career women
Deep Learning Based LSTM Model for Predicting the Number of Passengers for Public Transport Bus Operators Siswanto, Joko; Manongga, Danny; Sembiring, Irwan; Wijono, Sutarto
JOIN (Jurnal Online Informatika) Vol 9 No 1 (2024)
Publisher : Department of Informatics, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/join.v9i1.1245

Abstract

The bus public transportation system has low reliability and ability to predict the number of passengers. The accuracy of predicting the number of passengers by public transport bus operators is still weak, which results in failure to implement solutions by operators. A prediction model with LSTM based on deep learning is proposed to predict passengers for 4 bus public transportation operators (Go Bus, New Zealand Bus, Pavlovich, and Ritchies) which are evaluated by MSLE, MAPE, and SMAPE with variations in epoch, batch size, and neurons. The dataset is a CSV performance report on Auckland Transport (AT) New Zealand metro patronage buses (01/01/2019-07/31/2023). The best prediction model was obtained from the lowest evaluation value and relatively fast time at variations of epoch 60, batch size 16, and neurons 32. The prediction results on training and testing data improved with the suitability of the model tuning. The proposed prediction model performs predictions 12 months later for 4 predictions simultaneously with predicted fluctuations occurring simultaneously. Strong negative correlation on New Zealand Bus-Pavlovich, strong positive correlation on Go Bus with Ritchies and Pavlovich. Predictions that are less closely related and dependent are New Zealand Bus against Go Bus, Pavlovich, and Ritchies. The proposed prediction modeling can be used as a basis for creating operator policies and strategies to deal with passenger fluctuations and for the development of new prediction models.
Deteksi Anomali dalam Penipuan E-commerce Menggunakan Hybrid Autoencoder-Transformer Frameworks Priatna, Wowon; Prasetyo, Sri Yulianto Joko; Wijono, Sutarto; Maria, Evi; Manongga, Danny
JEPIN (Jurnal Edukasi dan Penelitian Informatika) Vol 11, No 1 (2025): Volume 11 No 1
Publisher : Program Studi Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/jp.v11i1.82330

Abstract

Peningkatan e-commerce telah menyebabkan peningkatan aktivitas penipuan, seperti pencurian identitas dan transaksi palsu, yang menimbulkan risiko signifikan terhadap keamanan transaksi online. Penelitian ini mengusulkan kerangka kerja hybrid yang menggabungkan Autoencoder (AE) untuk reduksi dimensi dan representasi laten data, serta Transformer untuk menangkap ketergantungan global dan lokal melalui mekanisme self-attention. Pendekatan ini dirancang untuk mengatasi keterbatasan metode tradisional dalam mendeteksi pola data kompleks dan meningkatkan kinerja deteksi anomali. Evaluasi menggunakan dataset transaksi e-commerce menunjukkan bahwa Hybrid AE-Transformer mencapai akurasi sebesar 95,2%, precision sebesar 89,0%, recall sebesar 74,0%, F1 score sebesar 80,0%, dan AUC sebesar 82,0%. Model ini menunjukkan peningkatan precision sebesar 12,0%, recall sebesar 7,0%, F1 score sebesar 8,0%, dan AUC sebesar 1,0% dibandingkan model terbaik lainnya seperti Ensemble. Validasi statistik melalui Uji Friedman dan Uji T-Test mengonfirmasi bahwa Hybrid AE-Transformer secara signifikan mengungguli model konvensional seperti DNN, LSTM, dan RNN dalam mendeteksi anomali pada transaksi e-commerce.
Self efficacy dan Burnout pada Karyawan PT.X Yustiningdyah, Meylina; Wijono, Sutarto
Innovative: Journal Of Social Science Research Vol. 4 No. 3 (2024): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/innovative.v4i3.11033

Abstract

Penelitian ini menggunakan metode penelitian kuantitatif dengan uji korelasi, untuk mengetahui adanya hubungan antara self efficacy dan burnout. Dalam penelitian ini, penulis menggunakan Teknik Saturation Sampling, dimana dalam teknik ini mengikutsertakan semua subjek yang ada pada PT. X bagian machining sejumlah 36 orang. Instrumen penelitian ini menggunakan skala self efficacy dan skala burnout. menggunakan uji Korelasi Pearson yang memiliki tujuan untuk mengetahui arah hubungan yang ada di antara dua variabel terkait. Dari hasil uji korelasi di dapatkan hasil korelasi r = -0.615 ; dengan sig = 0.000 (p<0.05). Dengan demikian dapat disimpulkan jika hipotesis dalam penelitian ini diterima. Artinya semakin tinggi self efficacy, maka semakin rendah burnout. Begitu pula untuk sebaliknya, semakin rendah self efficacy, maka semakin tinggi burnout. Hasil penelitian ini dapat digunakan sebagai pengetahuan bagi karyawan untuk dapat mengambil kesempatan agar terus berusaha meningkatkan self efficacy mereka dalam melakukan setiap tugas yang diberikan kepadanya, sehingga dapat mengurangi burnout. This research employs a quantitative research method with correlation analysis, aiming to determine the relationship between self-efficacy and burnout. The authors utilized the Technique of Saturation Sampling, which involves including all subjects in Company X's machining department, totaling 36 individuals. The research instruments used were self-efficacy and burnout scales. Pearson correlation test was conducted to determine the direction of the relationship between the two variables. The correlation test resulted in a correlation coefficient of r = -0.615; with sig = 0.000 (p < 0.05). Therefore, it can be concluded that the hypothesis of this research is accepted. This implies that higher self-efficacy is associated with lower burnout, and conversely, lower self-efficacy is associated with higher burnout. The findings of this study can be utilized to educate employees, encouraging them to continuously enhance their self-efficacy in performing assigned tasks, there by reducing burnout.
KOMUNIKASI INTERPERSONAL DAN KEPUASAN KERJA PEGAWAI DI KEJAKSAAN TINGGI SULAWESI UTARA Gawei, Abigail Gabrielle Andria Bahalap; Wijono, Sutarto
Jurnal Cahaya Mandalika ISSN 2721-4796 (online) Vol. 3 No. 2 (2022)
Publisher : Institut Penelitian Dan Pengambangan Mandalika Indonesia (IP2MI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36312/jcm.v3i2.2135

Abstract

Tujuan penelitian ini untuk mengetahui adanya hubungan antara komunikasi interpersonal dan kepuasan kerja pegawai di Kejaksaan Tinggi Sulawesi Utara. Populasi penelitian ini adalah pegawai Kejaksaan Tinggi Sulawesi Utara yang berjumlah 150 orang. Sampel yang dipilih sebanyak 60 pegawai yang didapatkan melalui cluster random sampling. Alat ukur yang digunakan yaitu skala komunikasi interpersonal DeVito (1997) dan skala kepuasan kerja Luthans (2006). Pengumpulan data berupa angket Online yang disusun dalam bentuk skala likert. Teknik analisa data menggunakan uji korelasi Product-moment. Hasil penelitian menunjukkan koefisien korelasi r=0,218;p<0,05. Kesimpulannya adalah ada hubungan positif dan signifikan antara komunikasi interpersonal dan kepuasan kerja pegawai di Kejaksaan Tinggi Sulawesi Utara.
KECERDASAN EMOSI TERHADAP ORGANIZATIONAL CITIZENSHIP BEHAVIOR (OCB) KARYAWAN RUMAH SAKIT Nababan, Feby Theresya Valentina; Wijono, Sutarto
Jurnal Psikologi Malahayati Vol 6, No 2 (2024): Jurnal Psikologi Malahayati
Publisher : Program Studi Psikologi Universitas Malahayati

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33024/jpm.v6i2.12796

Abstract

Abstrak Penelitian ini bertujuan untuk mengetahui pengaruh signifikan kecerdasan emosi terhadap organizational citizenship behavior. Penelitian ini menggunakan pendekatan kuantitatif. Populasi dari penelitian ini adalah karyawan Rumah Sakit Gunung Jati Kota Cirebon dengan jumlah sampel 113 karyawan. Teknik pengambilan sampel yang digunakan adalah purposive sampling. Metode pengumpulan data menggunakan dua skala, yaitu Skala Organizational Citizenship Behavior (OCB) (39 aitem α = 0.905) dan Skala Kecerdasan Emosi (20 aitem α = 0.920). Hasil penelitian menunjukkan ada pengaruh yang signifikan antara kecerdasan emosi terhadap organizational citizenship behavior pada karyawan Rumah Sakit Gunung Jati Kota Cirebon sebesar 14,9%. Penting bagi karyawan memaksimalkan kecerdasan emosi yang dimiliki agar dapat mendukung peningkatan organizational citizenship behavior. Kata Kunci: Kecerdasan Emosi, Organizational Citizenship Behavior, Karyawan   AbstractThis study aims to determine the significant influence of emotional intelligence on organizational citizenship behavior. This writer uses a quantitative approach. The population of this study was employees of Gunung Jati Hospital Cirebon City with a total subject number of 113 employees. The sampling technique used is purposive sampling. The data collection method uses two scales, namely the Organizational Citizenship Behavior (OCB) Scale (39 items α = 0.905) and the Emotional Intelligence Scale (20 items α = 0.920). The results showed there is a significant influence of emotional intelligence on organizational citizenship behavior in employees of Gunung Jati Hospital Cirebon City in total 14.9%. It is important for employees to maximize their emotional intelligence to support improvement in organizational citizenship behavior. Keywords: Emotional Intelligence, Organizational Citizenship Behavior, Employee
ACHIEVEMENT MOTIVATION SEBAGAI PREDIKTOR ORGANIZATIONAL CITIZENSHIP BEHAVIOR KARYAWAN DI PT. X KOTA SURAKARTA Yoshua Aditya Wisnu Pradana; Sutarto Wijono
Journal of Innovation Research and Knowledge Vol. 4 No. 2: Juli 2024
Publisher : Bajang Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53625/jirk.v4i2.8048

Abstract

Currently, Indonesia has entered the era of the Industrial Revolution 4.0, where during this industrial revolution digital technology is becoming increasingly massive. Along with the development of challenges in the industrial world, companies must be able to run their business by increasing human resources and the quality of job training for employees so that human resources become skilled so they are able to provide optimal performance. Organizational Citizenship Behavior is an important aspect for companies, because by having Organizational Citizenship Behavior employees are appointed in work results that can be beneficial for the organization such as employees will be more likely to follow the rules that apply in the company, have persistence in carrying out work with initiative that arises from an employee's personality. , Organizational Citizenship Behavior can influence many variables, one of which is Achievement Motivation. The purpose of this research is to determine the role of achievement motivation as a predictor of organizational citizenship behavior in employees at PT. X Surakarta. In this research, quantitative research methods are used as research methods. This research uses a sample of 100 people from the population using a simple random sampling probability technique, where the selection of samples from a population is based on the principle of randomization or chosen by chance. The estimation instrument in this study uses the Achievement Motivation scale compiled by McClallend (1987), then for To measure organizational citizenship behavior variables, the authors used a scale adapted by Organ et al., (2006). In hypothesis testing, the results obtained were R2 = 11.197: p<0.05. These results mean that Achievement Motivation is a predictor of Organizational Citizenship Behavior.
BUDAYA ORGANISASI SEBAGAI PREDIKTOR ORGANIZATIONAL CITIZENSHIP BEHAVIOR DI PT. PRIMAYUDHA MANDIRIJAYA, BOYOLALI Faiz Deaky Febrianto; Sutarto Wijono
Journal of Innovation Research and Knowledge Vol. 4 No. 2: Juli 2024
Publisher : Bajang Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53625/jirk.v4i2.8050

Abstract

The aim of this study is to determine the role of organizational culture as a predictor of organizational citizenship behavior (OCB) among production employees at PT. Primayudha Mandirijaya. This research employs a quantitative research method. The study was conducted on production employees at PT. Primayudha Mandirijaya in Boyolali. The population of the study amounted to 1236 individuals, with a sample size of 93 individuals determined using random sampling techniques and the Slovin formula. The research instrument was an organizational culture scale adapted from the scale developed by Denison in Nisa (2021), based on four aspects of organizational culture, with a reliability value of 0.948 and validity index values ranging from 0.469 to 0.684. Additionally, an organizational citizenship behavior (OCB) scale developed by Organ in Dewi (2021) was used, based on five aspects of organizational citizenship behavior (OCB), with a reliability value of 0.828 and validity index values ranging from 0.406 to 0.500. Hypothesis testing yielded results of R2 = 0.684; p < 0.05. These findings indicate that organizational culture (X) is a predictor of organizational citizenship behavior (Y) among production employees at PT. Primayudha Mandirijaya.
JOB SATISFACTION AND TURNOVER INTENTION AT PT. X YOGYAKARTA Rembang, Marsella Alfreyni; Wijono, Sutarto
Journal of Social Research Vol. 2 No. 8 (2023): Journal of Social Research
Publisher : International Journal Labs

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55324/josr.v2i8.1300

Abstract

This quantitative study investigates the correlation between job satisfaction and turnover intention among employees at PT. X Yogyakarta. Utilizing a correlational design, the researchers sampled 48 participants aged between 21 to 48 years old, employing a saturated sampling technique. The research employed the Turnover Intention scale and the Job Satisfaction scale for measurement. The findings affirm a significant and negative relationship between job satisfaction and turnover intention among PT. X Yogyakarta's workforce. In other words, higher job satisfaction levels correspond to lower turnover intention, while lower job satisfaction leads to higher turnover intention. These results have crucial implications for the organization, emphasizing the importance of enhancing job satisfaction to mitigate turnover intentions. By understanding the inverse relationship between these two variables, PT. X Yogyakarta can devise targeted strategies and interventions to improve overall employee satisfaction, consequently reducing turnover rates. It is worth noting that the study's correlational design does not imply causation, and further research might explore the underlying factors that contribute to job satisfaction and turnover intention at PT. X Yogyakarta. Nevertheless, these findings offer valuable insights for the organization to foster a positive work environment, boost employee morale, and retain a committed and satisfied workforce.
Work-Life Balance (WLB) and Job Satisfaction of Employees at PT. X Yogyakarta Mandagi, Natania Miekemaria; Wijono, Sutarto
Journal of Social Research Vol. 2 No. 8 (2023): Journal of Social Research
Publisher : International Journal Labs

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55324/josr.v2i8.1301

Abstract

The main objective of this study was to investigate the relationship between work-life balance and job satisfaction among employees at PT. X Yogyakarta, with a participant pool of 48 individuals. The research adopted a correlational quantitative approach, employing a saturated sampling technique where the entire population of eligible employees participated. To assess work-life balance, the researchers utilized the Work-Life Balance Scale (WLBS), exhibiting high internal consistency with a Cronbach alpha of 0.942. Job satisfaction was measured using the Job Satisfaction Scale, which also demonstrated excellent reliability with a Cronbach alpha of 0.972. Data collection involved the distribution of questionnaires, and the subsequent data analysis was conducted using IBM SPSS Statistics version 25, employing the Pearson Product Moment correlation test. The analysis yielded a correlation coefficient of r = 0.833, with a significance value of 0.000 (p < 0.05). This statistically significant positive correlation indicates a strong association between work-life balance and job satisfaction. In essence, the findings of this study highlight that an improved work-life balance positively influences job satisfaction among PT. X Yogyakarta employees. A higher level of work-life balance corresponds to higher job satisfaction, and vice versa. These results have important implications for the company, emphasizing the need to foster a conducive work-life balance for employees to enhance overall job satisfaction. However, further research could delve into the underlying factors that contribute to work-life balance and job satisfaction, providing a more comprehensive understanding of the intricacies of this relationship.
Co-Authors A IGN Kristijanto Abadi, Andhika Wijaya Ade Iriani Adi Setiawan Afnia Herdiani Agatha Trisia Veronica Tampombebu Agnes Galih Chris Roseita Agnes Galih Chris Roseita, Agnes Galih Chris Agni Isador Harsapranata Alfazilla Jandsri Rita Alvia Maulina Rahma Ananda Adjang Ardam Anastasya Punu Angel M. Parirak Angelique Latupeirissa Anggoro Janu Prakoso Anugrah, Yohana Dian Ariani, Dwi Setya Arianti Ina Restiani Hunga Augustinus Ignatius Kristijanto Bagas Prastawa Yunanto Bernike Rosalia Rahayu Caecillia Putri Nathasya Letto Cantikasri Hastuti Carmella Josephine Christiana Hari Soetjiningsih Christina Pattiradjawane Daniawan, Benny Danny Manongga Delsylia Tresnawaty Ufi Delsylia Tresnawaty Ufi Delsylia Tresnawaty Ufi Desi Lukuaka Desi Natalia Devina Intan Sari Dheliana Rosalia Septyven Dhevyanggi Sendy Naibaho Diah Ayu Fitri Hidayati Dian Widiyanto Chandra Dinar Cahyaningstyas Hastuti Dominica, Vania Shafira Donnye R. Amping Eirene Paula Christanti Kalengkongan Erida Yeussy Nainggolan Esiria Lanus Estiqomah, Estiqomah Evi Maria Evi Maria Faiz Deaky Febrianto Febry Indra Kristikusuma Fenisia Dwi Pangesti Fera Sulistiyana Florentina Tatrin Kurniati Fransiska Dwi Nugraheni Gabriella Khriste Dea Valentsia Gawei, Abigail Gabrielle Andria Bahalap Giovannny Permata Putri Gloria Meydelina Gwyneth Silooy Habela Gustin Robeta Hanna Marbun Hendry Hepton Graito Fidei Simanulang Herawati Susilaningrum Heru Astikasari Setya Murti Heru Valentino Saekoko. Hindriyanto Dwi Purnomo Ian Wahyu Saputra Iggrea Christianna Pratiwy Indah Kurniasih Isnaini Inosensius Tomi Kristoper Intiyas Utami Irene Grace Madah Irma Febryani Irwan Sembiring Ivana Indrianti Leksono Jacob Daan Enge Jacob Daan Engel Jannet Gloria M Kahiking Jeinne Theresia Laurent Jennifer Nagata Kristano Jessica Novena Amanda Joko Siswanto Kalengkongan, Eirene Paula Christanti Krismiyati Kristoko Dwi Hartomo Kurnia Adi Mardiana Laurent, Jeinne Theresia Laurentius Kuncoro Probo Saputra, Laurentius Kuncoro Probo Lesmanto, Relian Tegar Lidea Ayu Permatasari Lidia Kastanya Lidwina Jovian Dwi Ariesta Lidya G Imanuela Wattimury Luthfiana Husna Isnaini Madah, Grace Mandagi, Natania Miekemaria Manuela Ranske Halim Maria Kaptenia Mayrere Mega Lumbantoruan Meiliana Enok, Frischilia Melda Limaheluw Mellsy Todaga Mia Elvina Mia Elvina Miftah Septina Supriyadi Aziz Muhamad Yusup Muhammad Rizky Pribadi Muhammad Taufiq Febriyanto Nababan, Feby Theresya Valentina Nafa Vinolia Syahrani Nataliana, Berlian Nia Tri Setyawati Ninda Lutfiani Ninda Lutfiani Nongka, Grachia Vinchencia Oskar Katanga Maudjawa Perangin-Angin, Stefanus Prayitno, Gunawan Priatna , Wowon Qurotul Aini Raharja, Kho Susan Regina Tikva Kessek Rembang, Marsella Alfreyni Reo, Gustanto Rifqa Nabila Muti Roy Rudolf Huizen Sadewa Pranata Jati Salomina Patty Sarah Cinthya Arif Sari, Fitri Kurnia Sealien Rampengan Swarah Sebastian, Danny Septian, Rafly Ananda Dwi Septiani, Marsella Shelvia Meilinn Misiu Sherlly Kusumadewi Sherly Charoline Sekewael Sheyeda Konsareh Sofyan Aye Sofyan Aye Sri Yulianto Joko Prasetyo Stefanus Perangin-Angin Stepany Dwitiantiny Stephany G. Holderman Suciyati, Marselina Suharyadi Suryasatria Trihadaru Suryasatriya Trihandaru Susana Prapunoto Susana Prapunoto Sustiyana Maelani Ade Kusuma Tania Alma Longe Tanti Tanti Tanti Tanti Theopillus J. H. Wellem Tiara Prameswari Yulia Wijaya Tingginehe, Pinkky Paradise Tri Hetyta br Sinulingga umi supriyati Untung Rahardja Untung Rahardja Valensia Putri Vanda L.A. Pombadju Vanessa Christianawati Veren Varonicha Ambarwati Vivin Sisilia Sitono Vlenzy Rieuwpassa Widiyanto, Eunike Aruna Wiedya Amanda Pramata Wijaya, Theo Kusuma Wahyu Adi Wiwien Hadikurniawati Yanti Florida SIlopo Yanti Florida Silopo Yasir Mustafa Kareem Yeltin, Yeltin Yen Chorina Yen Chorina Yoan R. N. Panggabean Yoshua Aditya Wisnu Pradana Yosia Adi Susetyo Yulan Pateh Adrian Yuliawan, Kristia Yustiningdyah, Meylina Yusuf, Natasya Aprila Zakaria, Noor Azura