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Aplikasi Penilaian Kinerja Karyawan Menggunakan Metode Algoritma Bayesian Classifier Pada PT. Cipta Anugerah Musi
No full textEmployee performance assessment is an important step in ensuring company productivity. PT. Cipta Anugerah Musi has so far still used manual methods with limited criteria, so the results are less accurate. This research develops an employee performance assessment application using the Naive Bayes algorithm, which utilizes seven main criteria: personality, obeying rules, discipline, responsibility, thoroughness, productivity and neatness. Test results show that this application is able to predict employee performance assessments with an accuracy level of 86.67%, an average precision of 82%, and an average recall of 82%. This application has proven effective in increasing the efficiency of the employee performance appraisal process while reducing manual errors. Thus, the implementation of the Naive Bayes algorithm in this application has succeeded in becoming a reliable tool for HRD in making decisions regarding employee performance assessment.
Keywords: Employee Performance Assessment, Performance Appraisal Application, Naïve Bayes Algorithm
Pengaruh Job Insecurity dan Beban Kerja Terhadap Kepuasan Kerja Karyawan Kurir pada Jasa Ekspedisi di Kota Palembang
No full textThis research specifically evaluates the impact of variable X1, namely job insecurity and X2, namely workload on the job satisfaction of courier employees in expedition services in the city of Palembang. In this research, the main focus is on courier employees who work for an expedition company in the city of Palembang, where the purposive sampling method is used and reaches a total of 156 samples. The use of multiple linear regression analysis with SPSS version 26 strengthens the framework of this research. The results of the research interpret that job insecurity (X1) has a negative and significant influence on the job satisfaction of courier employees in expedition services in the city of Palembang. In addition, the workload variable (X2) has an insignificant effect on the job satisfaction of courier employees in expedition services in the city of Palembang
PENGARUH PERSEPSI KEMUDAHAN PENGGUNAAN, KEPERCAYAAN, DAN PERSEPSI RISIKO TERHADAP KEPUTUSAN PEMBELIAN KONSUMEN PADA PRODUK SMARTPHONE XIAOMI 14T DI SHOPEE
No full textThe purpose of this study was to determine the effect of perceived ease of use, trust, and risk perception on consumer purchasing decisions on Xiaomi Smartphone products at Shopee. The data used in this study are primary data obtained from questionnaires. The population in this study were consumers who purchased Xiaomi 14T smartphones at Shopee. The sampling technique used in this study was purposive sampling method and the sample used was 100 respondents. This study uses multiple linear regression analysis to determine the effect of the variables of perceived ease of use, trust, and risk perception on consumer purchasing decisions on Xiaomi Smartphone products at Shopee. The results of this study indicate that partially the variables of perceived ease of use and trust have a positive and significant effect on consumer purchasing decisions on Xiaomi Smartphone products at Shopee. Meanwhile, the risk perception variable has a positive and insignificant effect on consumer purchasing decisions on Xiaomi Smartphone products at Shopee.
Keywords: Perceived Ease of Use, Trust, Risk Perception, Purchase Decision
ANALISIS PERBANDINGAN KINERJA PORTOFOLIO DENGAN STRATEGI EQUAL WEIGHT, MEAN-VARIANCE OPTIMIZATION, DAN RISK PARITY
No full textThis study aims to compare the performance of portfolios using three asset allocation strategies: Equal Weight, Mean-Variance Optimization (MVO), and Risk Parity, based on the Sharpe Ratio as an evaluation indicator. The study utilizes historical data from four major asset classes most favored in Indonesia: mutual funds, stocks, gold, and cryptocurrencies. The research methodology includes portfolio construction using these three strategies and performance testing using the Sharpe Ratio to measure the return obtained per unit of risk. The findings indicate a significant difference in portfolio performance among the Equal Weight, Mean-Variance Optimization, and Risk Parity strategies. The results show that the Risk Parity strategy achieves the highest Sharpe Ratio, signifying that it provides a better balance between risk and return compared to the other strategies. The Equal Weight strategy tends to generate the highest returns but with greater volatility, while the MVO strategy produces returns that fall between Equal Weight and Risk Parity
HUBUNGAN ANTARA DUKUNGAN SOSIAL TEMAN SEBAYA DAN PERSEPSI GAYA KEPEMIMPINAN GEMBALA SIDANG DENGAN MOTIVASI RELIGIUS KRISTEN PADA REMAJA
No full textAdolescents in the globalization era face significant challenges in maintaining their religiosity due to the influence of technology and social media. This study aims to examine the relationship between peer social support and pastoral leadership style on religious motivation among Christian adolescents. Using a quantitative approach, the research employed a survey method with questionnaires distributed to 50 adolescents aged 15-20 years. The results
indicate that peer social support plays a crucial role in fostering religious motivation, particularly through empathy and moral encouragement. Additionally, an inclusive and transformative pastoral leadership style significantly enhances religiosity commitment. The findings highlight the
importance of strengthening spiritual communities and adopting servant-based leadership styles to support adolescents’ spiritual growth
Keywords: Social Support, Leadership Style, Religious Motivation, Adolescents,
Christianit
Effectiveness of Supportive Education on Adherence to Taking Pulmonary TB Medication
No full textBackground: Pulmonary tuberculosis is an infectious disease caused by mycobacterium tuberculosis bacteria. This disease requires a long treatment time, that requires patient commitment in drug compliance. Adherence to treatment is the key to success in reducing the incidence of tuberculosis. One of the efforts to taking medication is through the provision of supportive education with stages of education, teaching, and guiding.
Objective: To determine the effectiveness of supportive education on adherence to tuberculosis medication.
Method: Quasi-experimental design with pretest-posttest approach with control group. Random sampling technique obtained 39 respondents who were divided into two : intervention groups and the control groups. The research instrument used the MMAS-8 questionnaire and univariate and bivariate data with Wilcoxon and Mann-Whitney tests.
Research Results: The average age is 41 years. The highest gender is female, with 23 people (59.0%), most of the secondary education level 20 people (51.3%), and the leng of treatment is dominated by the advanced phase, 30 people (76.9%). Wilcoxon test ontained a p-value of 0.021 (p0.05) in the control group. Mann-Whitney test obtained a p-value of 0.001 (p< 0.05).
Conclusion: There is a difference in medication adherence before and after supportive education in the intervention group (p-value 0.021);there is no difference in medication adherence before and after supportive education in the control group (p-value 0.08), and there is a difference in medication adherence after supportive education in the intervention and control groups (p-value 0.001).
Suggestion: Health services should to provide supportive education to tuberculosis patients to improve medication adherence
Pengaruh Stres Kerja dan Cyberloafing terhadap Kinerja sales otomotif di kota Palembang
No full textThis study aims to determine how the influence of Job Stress and cyberloafing on performance in automotive sales in Palembang city. The variables used in the study were Job Stress (X1) and Cyberloafing (X2) for independent variables and Kinera for dependent variables. The population in this study were Automotive Sales Employees in the city of Palembang, and the sample used was 128 respondents. With Data Analysis Techniques using descriptive statistical analysis. With the instrument feasibility test using the Validity Test, Reliability Test, Classical Assumption Test with Multiple Linear Regression Analysis and Hypothesis Test using the T Test
PENGARUH EFIKASI DIRI DAN KOMITMEN ORGANISASI TERHADAP ORGANIZATIONAL CITIZENSHIP BEHAVIOR PADA PERUSAHAAN EKSPEDISI DI KOTA PALEMBANG
No full textThis study aims to determine and analyze the influence of self-efficacy and organizational commitment on Organizational Citizenship Behavior in expedition companies in the city of Palembang. Sampling using purposive sampling technique with a total of 110 respondents. Data collection techniques using questionnaires. Then in this study the data analysis technique used is multiple linear regression analysis. The results of this study indicate that self-efficacy and organizational commitment have a positive and significant effect on Organizational Citizenship Behavior
PERBEDAAN SIRKULASI DARAH EKSTREMITAS BAWAH DENGAN PEMERIKSAAN ANKLE BRACHIAL INDEKS (ABI) SEBELUM DAN SESUDAH SENAM KAKI PADA PASIEN DM TIPE II DI CLUB SENAM DM
No full textBackground: Type II Diabetes Mellitus is a disease characterized by
hyperglycemia based on increased insulin resistance or increased pancreatic beta
cell dysfunction. Ankle Brachial Index (ABI) examination is used to detect
symptoms of decreased peripheral perfusion in the legs, while leg exercises are
one of the appropriate treatments in preventing complications of DM such as
Peripheral Artery Disease (PAD). By doing leg exercises 2 times you can improve
blood circulation in the legs, improve blood circulation in the lower extremities
and strengthen the leg muscles.
Objective: To analyze the difference in lower extremity blood circulation values
with ABI examination before and after diabetic leg exercises.
Method: Quantitative research with an Experimental approach with a Pre�experiment one group pre-test post-test design, with a total sampling of 43
respondents according to the inclusion criteria. Analysis using the Wilcoxon test.
Results: The frequency distribution of the majority of elderly age was 19
respondents (44.2%), the distribution of female gender was 36 respondents
(83.7%), the distribution of education was mostly high school as many as 20
respondents (46.5%), the distribution of occupation was mostly housewives as
many as 24 respondents (55.8%). Bivariate analysis showed a p value of 0.000
(<0.005), meaning that there was a difference in lower extremity blood
circulation with ABI examination before and after exercise. Suggestion: DM
sufferers routinely do diabetic foot exercises to prevent blood circulation
problems in the lower extremities
Pengaruh Etika Pemasaran, Lingkungan Sosial, dan Kesadaran Kesehatan terhadap Keputusan Pembelian Minuman dalam Kemasan 'less sugar/no sugar'
No full textThis study aims to analyze the effect of marketing ethics, social environment, and health awareness on purchasing decisions for ‘less sugar/no sugar’ beverage products. The population in this study were consumers who knew the marketing of ‘less sugar/no sugar’ beverage products and had purchased beverage products. The sample size was taken as many as 175 respondents using non-probality sampling method and purposive sampling technique. Data collection was carried out by questionnaire. The data analysis techniques used are instrument feasibility tests (validity and reliability tests), classical assumption tests (normality tests, multicollinearity tests, and heteroscedasticity tests), multiple linear regression tests, hypothesis testing (determintasi coefficient test and t test). The results in this study indicate that marketing ethics has no influence while the social environment and health awareness have a positive and significant influence on purchasing decisions