Publication Search

Human Resource Management (HRM) plays a strategic role in improving organizational competitiveness through proper management of employee placement, training, and performance evaluation. To support the achievement of these goals, a predictive model is needed that can provide an accurate picture of employee performance. This study utilizes a Human Resource Management (HRM) dataset of 1,200 data and applies several classification algorithms to compare their effectiveness, namely J48 or C4.5, Random Forest, Naive Bayes, K-Nearest Neighbor (KNN), Logistic Regression, and Support Vector Machine (SVM). To obtain more optimal results, this study uses resampling techniques and attribute selection methods with a correlation attribute eval approach, so that class distribution can be more balanced and model accuracy increases. From the test results, the Decision Tree J48 algorithm showed the best performance with an accuracy level reaching 95.41%, a kappa value of 0.8925, a mean absolute error (MAE) of 0.0432, a precision of 0.955, a recall of 0.954, and an area under the ROC curve of 0.964. These findings indicate that J48 has excellent predictive capabilities compared to other algorithms. Furthermore, this study also found that the most influential variables in determining employee performance include the percentage of the last salary increase (EmpLast Salary Hike Percent), the level of work environment satisfaction (Emp Environment Satisfaction), the length of time since the last promotion (Years Since Last Promotion), and experience in the current role (Experience Years in Current Role). Overall, the results of the study indicate that the C4.5 algorithm with the application of the resampling technique can be an optimal solution in building an employee performance prediction system. Thus, this model has the potential to be a strong basis for managerial decision-making, particularly in designing HR development strategies and policies to improve organizational performance.

This study aims to analyze the role of organizational culture in optimizing employee performance in Lebak Bulus Village, South Jakarta. A strong organizational culture is considered to have a significant contribution in improving the effectiveness of government officials and the quality of public services to the community. This study uses a qualitative descriptive approach with a phenomenological method, which emphasizes an in-depth understanding of the experiences, views, and behaviors of employees in carrying out their duties in their work environment. The research focuses on actors (employees), social situations, and activities that occur within the village environment. Data collection techniques were carried out through observation, in-depth interviews with key and primary informants, and documentation. Data validity was tested through triangulation of sources and techniques to increase the validity of the research results. The results show that the organizational culture in Lebak Bulus Village has strengths in the aspects of innovation and risk-taking, orientation towards results, orientation towards people, and stability. However, several weaknesses were still found, such as low individual initiative, lack of attention to detail, weak team orientation, minimal levels of aggressiveness, and limited employee experience and accuracy. Opportunities for improvement can be pursued through ongoing training and the digitalization of public services, although challenges remain, including a passive work culture and resistance to policy change. Overall, organizational culture plays a crucial role in supporting employee performance improvement, but a sustainable strategy is needed to strengthen professionalism and build a more adaptive and progressive work culture. Efforts to address identified weaknesses, such as improving communication between employees, developing leadership skills, and enhancing discipline in carrying out tasks, are essential for the continued development of a positive organizational culture. Furthermore, awareness of the importance of collaboration across organizational divisions must be instilled to create a more productive and efficient work environment.

This study investigates how transformational leadership, work motivation, and human resource (HR) human resources training influence employee performance across various industrial sectors in Indonesia. Improving employee performance is crucial for organizational success in an increasingly dynamic business environment. This study utilizes a quantitative survey method and involves 200 people from the manufacturing, service, and trade sectors. The data was analyzed using multiple linear regression after being collected through questionnaires. Research shows that human resource training, work motivation, and transformational leadership simultaneously and partially have a positive and significant effect on employee performance. The results indicate that organizations must enhance their inspiring leadership styles, boost employee morale through internal and external approaches, and implement sustainable training programs to improve their employees' skills. This study provides a theoretical basis for the advancement of human resource management science and offers practical benefits for human resource managers and practitioners in improving organizational efficiency.

This study aims to determine the effect of career development and organizational culture on employee performance at the Bima City Social Service. The research method used is quantitative with an associative approach. The sample in this study was 35 people who were civil servants. Data collection techniques were carried out using questionnaires, and data analysis included validity tests, reliability tests, classical assumption tests, multiple linear regression, t-tests, and f-tests. The results of the study indicate that career development has a positive and significant effect on employee performance. Organizational culture also has a positive and significant effect on employee performance. Simultaneously, career development and organizational culture have a positive and significant effect on employee performance. These findings indicate the importance of training, fair career opportunities, and an open and collaborative work culture in improving employee performance. Therefore, the Bima City Social Service is advised to continue improving career development and strengthening an organizational culture that supports performance. In addition, this study also highlights the importance of management's role in creating an environment that supports career development and a positive organizational culture. Fair and transparent career development not only provides opportunities for employees to improve their skills and knowledge but also motivates them to contribute more to organizational goals. Likewise, an inclusive and collaborative organizational culture can increase mutual trust, effective communication, and cooperation among employees, thus creating a work environment conducive to improved performance. The research concludes that these two factors—career development and organizational culture—interact to optimize employee performance. Therefore, the Bima City Social Service needs to continue developing policies that support both aspects, such as regular training, fair promotion programs, and the development of a work culture that emphasizes collaboration and appreciation for employee performance.

This study aims to analyze the impact of the implementation of the Government Internal Control Sistem (SPIP) on financial performance at the Regional Revenue Agency (Bapenda) of Malang City from 2022 to 2024. SPIP consists of five key components: control environment, risk assessment, control activities, information and communication, and monitoring. Financial performance is measured using indicators from the Government Institution Performance Accountability Sistem (SAKIP), which reflects how well the government institution achieves its financial goals and objectives. This study uses a quantitative approach with an explanatory method, where data was collected through a questionnaire distributed to 34 Bapenda employees in Malang City. The collected data was then analyzed using SPSS version 25 to examine the relationship between SPIP implementation and financial performance. The results indicate that four of the five SPIP components, namely risk assessment, control activities, information and communication, and monitoring, have a positive and significant impact on financial performance. This means that the better the implementation of these components, the better the financial performance achieved by Bapenda Malang City. However, the control environment component does not significantly affect financial performance. This suggests that while the control environment is important, other factors such as operational control and communication play a more dominant role in supporting financial performance. Based on these findings, several recommendations for Bapenda Malang City include strengthening SPIP implementation by conducting regular coaching and outreach programs. Additionally, it is recommended to hold workshops with all work units, provide technical training to develop dashboards, and establish clear Standard Operating Procedures (SOPs) and flowcharts. Setting up a schedule for SOP publication and routine briefings, as well as developing performance indicators and quarterly evaluation checklists, is expected to enhance SPIP implementation and strengthen financial accountability at Bapenda Malang City.

This study examines a comprehensive approach to addressing common issues in laundry services, such as ineffective scheduling, skills gaps, and operational inefficiencies. The research focuses on RPK Omah Laundry Prapen, aiming to improve work processes and optimize human resources in this laundry business. The proposed solutions include the implementation of an attendance system, financial application training, laundry and ironing skills training, and a single-shift work system. The attendance system is designed to improve workforce punctuality, while the financial application training aims to enhance employees' understanding of financial management. Additionally, providing specific training on laundry and ironing techniques helps to bridge the skills gap and ensure high-quality service. The introduction of a single-shift work system aims to increase efficiency by streamlining operations and reducing staff fatigue. The results of the study indicate that these proposed solutions lead to several positive outcomes. The attendance system contributes to better time management, fostering a sense of responsibility among employees. Financial application training helps staff manage the business's finances more effectively, leading to more informed decision-making. Furthermore, the skills training program has shown improvements in the quality of laundry and ironing services, which directly impacts customer satisfaction and retention. The adoption of a single-shift work system reduces operational costs and increases the overall efficiency of the laundry services. Ultimately, this approach enhances fairness, operational efficiency, and productivity, creating a more conducive work environment. Implementing these integrated solutions can help laundries, such as RPK Omah Laundry Prapen, achieve better, sustainable performance by addressing key operational challenges and maximizing their workforce's potential. This study provides valuable insights for other laundries looking to optimize their operations and improve long-term business success.

Performance is the result of the work of individuals in carrying out the responsibilities given, which is greatly influenced by the factors of ability, experience, seriousness, and punctuality. Data from Cut Nyak Dhien Hospital shows a decrease in the performance of non-medical employees recorded by the personnel department every year. In 2019, the average employee performance was 87.8; However, the figure decreased to 86.2 in 2020, 85.5 in 2021, 84.0 in 2022, and 83.9 in 2023. This decline is suspected to be caused by a less effective leadership style and weak implementation of organizational commitments. This study aims to analyze the influence of leadership style and organizational commitment on the performance of non-medical employees at Cut Nyak Dhien Langsa Hospital in 2024. The method used is a descriptive quantitative approach with a cross-sectional research design. The population studied was 35 non-medical employees, all of whom were sampled. Data were analyzed using univariate, bivariate, and multivariate tests. The results showed that the majority of respondents assessed the leadership style at the hospital as not good (57.1%), low organizational commitment (60.0%), and poor performance (57.1%). Statistical tests showed that there was a significant influence between leadership style (p=0.001) and organizational commitment (p=0.002) on the performance of non-medical employees. Based on these findings, it is recommended that Cut Nyak Dhien Langsa Hospital implement a more democratic leadership style to improve the performance of non-medical employees. Additionally, it is important to strengthen the implementation of the organization's commitments by providing ongoing training and development, as well as creating a work environment that supports employees' active participation in decision-making. The implementation of policies based on collaboration and good communication between management and employees is expected to be able to create a more productive and harmonious work atmosphere, which is important to achieve organizational goals effectively.

This study aims to analyze the influence of work motivation on employee performance at PT Subur Plus. Work motivation is considered one of the crucial factors in enhancing both individual and team performance. The research employs a quantitative approach using a survey method with questionnaires distributed to 50 permanent employees in the operational and administrative divisions. Work motivation is measured through intrinsic and extrinsic factors, while employee performance is assessed based on quantity, quality, timeliness, and responsibility. The results of the analysis indicate that work motivation has a positive and significant effect on employee performance. The coefficient of determination (R²) of 94.7% shows that most of the variation in employee performance is influenced by work motivation. These findings highlight the importance of implementing effective strategies to enhance employee motivation through training programs, rewards, and the development of a supportive work environment.

Human Resource Management is the development of human resource that carry out planning, implementation, recruitment, career development of employees, employees and carry out initiatives on organizational development in an organization, or company. This study aims to analyze the implementation of employee performance management in a notary office. Performance management is a systematic process of organizational goals. In the notarial work environment, performance management plays a crucial role in ensuring legal service are accurate, timely, and professional. This research uses a qualitative approach with data collection techniques including interviews, observations, and document analysis. The result indicate that performance management has been applied through the setting of work targets, monitoring of outcomes, and the provisions of evaluations and feedback. However some challenges remain, such as the absence of structured evaluation system and a lack of regular training. The conclusions of this study emphasizes the importance of developing a more formal and measurable work management system in order to increase employee motivation and overall performance. The implications of the research are expected to be a reference in human resource development in notary office and other legal service institutions.

Integration between strategic human resource management practices and job satisfaction is an important factor that cannot be ignored. Organizations need to ensure that the HR management strategies implemented are not only oriented towards results, but also pay attention to the welfare and positive perceptions of employees towards their work. This study aims to analyze the effect of strategic human resource management practices and job satisfaction on employee performance at PT. Solusi Bangun Andalas in Aceh Besar. The research method used is quantitative. A sample of 150 permanent employees was taken using the Probability sampling technique. Data analysis was carried out using multiple linear regression and partial tests using IBM SPSS Statistics 25. The results showed that this study supports the proposed hypothesis, namely that strategic human resource management practices and job satisfaction have a significant positive effect on employee performance. Suggestions for PT. Solusi Bangun Andalas need to continue to strengthen strategic HR practices, including training, competency-based recruitment, and KPI-based performance evaluation. Job satisfaction must also be optimized through fair compensation, a positive work environment, and good communication. Integration between HR strategies and job satisfaction is important to be carried out synergistically in order to create a productive and sustainable HR system.

This study aims to analyze the application of Organizational Theory at PT Kereta Api Indonesia (Persero) in the context of organizational communication, organizational culture and employee performance. PT Kereta Api Indonesia as a state-owned company engaged in the transportation sector has unique challenges and opportunities in managing its human resources and operations. Through a qualitative approach, this study collected data from interviews with managers and employees, as well as analysis of internal company documents. The results of this study indicate that effective communication and a strong organizational culture contribute significantly to improving employee performance. In addition, the implementation of clear organizational values ​​and ongoing training are key factors in creating a productive work environment. This study is expected to provide insight for PT Kereta Api Indonesia management in optimizing organizational strategies to achieve better company goals.  

This study explores the relationship between religiosity and Organizational Citizenship Behavior (OCB) within contemporary organizations by adopting a positive psychology perspective. OCB is defined as discretionary behaviors by employees that go beyond their formal job duties and contribute positively to the overall functioning and success of the organization. Examples include helping colleagues, being punctual, and demonstrating initiative, which foster a cooperative and productive work environment. Religiosity, on the other hand, is understood as a belief system that shapes an individual’s values, attitudes, and behaviors, both intrinsically—stemming from internal spiritual commitment—and extrinsically—motivated by external social or cultural influences. Through a systematic review of ten national and international academic journals, this study identifies several common dimensions of OCB, such as altruism (helping others selflessly), civic virtue (active and responsible participation in organizational affairs), and conscientiousness (going beyond minimal job requirements). The findings reveal a consistent positive correlation between religiosity and OCB, especially in sectors like education, Islamic banking, and healthcare, where religious principles strongly influence organizational culture. The integration of religious values into organizational practices encourages employees to exhibit behaviors that promote harmony, ethical conduct, and a sense of community within the workplace. This is particularly evident in employees who possess high levels of intrinsic religiosity, as their internalized beliefs motivate them to engage in prosocial actions that benefit the organization. The study recommends that human resource management strategies incorporate religious or spiritual values to cultivate a positive organizational culture. Such integration can be achieved through training programs, leadership development, and reward systems that emphasize ethical behavior and social responsibility, ultimately leading to improved employee satisfaction, loyalty, and overall organizational performance.

This study aims to analyze the effect of recruitment, training, and work environment on employee performance at PT Federal International Finance Surabaya Rajawali Branch. This research employs a quantitative method with a survey approach. The sample consists of 41 respondents selected using a saturated sampling technique. Data were processed using SPSS version 29.0, including instrument tests, classical assumption tests, multiple linear regression analysis, and hypothesis testing.The results reveal that simultaneously, recruitment, training, and work environment significantly influence employee performance. Partially, training has a significant impact on employee performance, whereas recruitment and work environment show no significant influence. These findings highlight that relevant training programs can enhance employee skills and productivity. Thus, training becomes a crucial factor for companies to focus on in improving employee performance.

Work loyalty is a fundamental pillar in human resource management that plays a critical role in sustaining organizational development and enhancing employee productivity. This study aims to explore and analyze the strategies implemented by PT. Bank BTPN Syariah MMS Rantau Rasau in maintaining employee loyalty, particularly among Community Officers who serve as the frontline representatives of the bank in delivering services directly to local communities. The research adopts a descriptive qualitative approach using in-depth interviews and documentation as data collection techniques. The findings reveal that work loyalty can be fostered through several strategies, including equitable and measurable reward systems, regular and relevant training, structured career development, and appropriate compensation and performance-based incentives. Additionally, leadership support and effective two way communication between management and employees play a crucial role in cultivating a sense of ownership and emotional attachment to the organization. These strategies significantly contribute to strengthening employee commitment, dedication, and the willingness to stay and grow with the company, ultimately leading to increased productivity in both quantitative target achievement and qualitative service delivery. This study offers practical implications for the development of human resource management policies in the Islamic banking sector and serves as a reference for other organizations facing similar challenges in maintaining employee loyalty and improving productivity. A comprehensive understanding of loyalty strategies enables organizations to build a sustainable and productive work environment.

The role of job training, self-efficacy, and human resource development (HRD) in improving employee performance is discussed in this study. The problem raised is how these three components can synergistically influence employee work efficiency, considering the many challenges faced by organizations in optimizing their human resource potential. The library method and literature review approach are used in this study. This involves the analysis of primary and secondary data from reliable international journals indexed by Scopus and national journals indexed by Shinta. These data were collected through a review of relevant literature covering theories and empirical research on self-efficacy, job training, HRD, and their effects on performance. The results of the study indicate that increasing employee motivation and confidence to complete assigned tasks is very important. Technical skills and adaptability to changes in the work environment are improved through competency-based job training. Meanwhile, an innovative and productive work culture is generated through continuous learning and mentoring programs. When used together, these three components can contribute to improving individual and organizational performance. According to this study, to maintain the sustainability and competitiveness of organizations in the modern era, a holistic approach to HR management is essential

Hotel Management's Responsibility towards employees plays an important role in creating a positive work environment. Management is responsible for providing training and development to improve employee skills and abilities, as well as ensuring employee welfare through fair policies. This research aims to identify Management Responsibilities especially at Hilton Bandung Hotel in building an atmosphere that supports employee comfort and well-being. The method used from this research is qualitative method with interviews to HRD and Employees. The result of this study shows that the Management of Hilton Bandung Hotel implements various strategies, such as training, welfare policies, and open communication to improve employee motivation and work. The implication of this research is that a positive work environment can improve employee performance, as well as contribute to the quality of service provided to guests, thus impacting the reputation and sustainability of the hotel. This research is expected to be a reference for other hotel management in creating a better work environment.

This study aims to analyze the influence of organizational culture, job training, and work environment on the performance of employees at the Office of the Ministry of Religious Affairs of Kediri City. The research employed a quantitative approach using a saturated sampling technique involving 69 employees. Data analysis was conducted using statistical tests with the assistance of SPSS version 26. The results showed that partially, organizational culture, job training, and work environment had a significant effect on employee performance. This was proven by the calculated t-values of each variable, which were greater than the t-table values, and significance values less than 0.05. Simultaneously, the three variables also had a significant effect on employee performance, indicated by the calculated F-value being greater than the F-table value and the significance value being less than 0.05. Therefore, the alternative hypothesis (Ha) was accepted, while the null hypothesis (Ho) was rejected.

High quality public services are a key indicator of effective government performance. In this context, the role of employees as the frontline executors of public service delivery is crucial in determining public satisfaction and trust toward public institutions. This study aims to explore the contribution of employees in enhancing public service quality through a literature review approach. Data were collected from various scholarly sources, including journals, books, and research reports related to public service and human resource management in the public sector. The findings indicate that the quality of public services is significantly influenced by several employee-related factors, such as competence, work ethics, integrity, innovation, and adaptability to technology and evolving public needs. Furthermore, organizational culture and leadership style also play a supportive role in reinforcing employees' contributions to excellent service delivery. This study emphasizes the importance of strengthening employee capacity through continuous training, performance evaluation, and the creation of a work environment that promotes accountability and professionalism.

Public service is an activity or a series of efforts to fulfill the service needs of the community. The public services received by the community come from the government's performance in providing services, which must be excellent and consistent. One of the public services in society is provided by Kader Surabaya Hebat, an organization that serves the community at the smallest level of government. Various issues arise, including workload, lack of training, and inadequate appreciation compared to the workload given. These factors contribute to problems such as work stress or burnout. The tendency for burnout or work stress can be experienced by public service workers due to high work pressure and job demands. Additionally, the work environment also significantly affects the emergence of burnout. Thus, the research problem raised in this study is how burnout affects the public service performance of Kader Surabaya Hebat in Tembok Dukuh Village, Surabaya City. The purpose of this research is to describe and analyze the effect of burnout on the public service performance of Kader Surabaya Hebat in Tembok Dukuh Village, Surabaya City. This study employs a descriptive research type with a quantitative approach and data analysis techniques using the Simple Linear Regression method. The results of this study indicate that burnout or work stress has a significant influence, with a strength of 83.4%, classified as very strong, and has a negative impact on the public service performance of Kader Surabaya Hebat in Tembok Dukuh.

This research examines the impact of leadership style and communication on staff performance within an energy sector organization in Madura. The primary problem addressed is the need to understand how different leadership attributes and communication effectiveness impact employee productivity and satisfaction. In today’s competitive business environment, effective leadership and communication are essential for achieving organizational goals and fostering a motivated workforce. The objective of the study is to identify key indicators of leadership and communication that contribute to enhanced employee performance, thereby providing actionable insights for organizational improvement. A quantitative survey method was employed, utilizing a structured questionnaire with Likert scale items to gather data from 50 employees. This approach allowed for the collection of measurable data regarding employee perceptions of their leaders' styles and communication effectiveness. The analysis revealed that communication skills and the ability to control subordinates were rated highest by respondents, indicating satisfaction in these areas. However, lower ratings for motivational ability and emotional control suggest areas for improvement, highlighting the need for leaders to develop these critical skills further. The findings support the hypothesis that effective leadership and communication are critical for fostering a productive work environment, with significant implications for organizational success. The study concludes that organizations should prioritize leadership development and communication training to enhance employee engagement and performance. Limitations include the focus on a single industry, suggesting the need for further research across diverse sectors to validate these findings and explore their long-term impact on organizational outcomes. Future studies could also investigate the interplay between leadership styles and employee performance over time, providing deeper insights into effective management practices.