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Property price determination is a complex challenge influenced by various factors, thus requiring an effective method for accurate prediction to support investment decision-making. In the current digital era, conventional approaches are being replaced by data-driven and artificial intelligence methods, where Linear Regression remains a popular choice due to its simplicity and effectiveness in modeling linear relationships. This study aims to analyze the relationship between the physical characteristics of a house and its selling price, and to build an accurate predictive model using the Linear Regression algorithm. A quantitative method was used, focusing on Building Area , Number of Rooms, and Building Age  against the House Selling Price. Correlation analysis results show that Building Area has the strongest correlation (0.81) with price, while Building Age shows a negative correlation (-0.52). The Linear Regression model demonstrated very strong and stable performance. The model achieved an R² Score of 0.9396 on the testing data, meaning 93.96% of house price variability can be explained by the model. Furthermore, the low MAE of only 11.31 million rupiah indicates a small prediction error, and the consistency of R² scores confirms that the model does not suffer from overfitting. This study concludes that the Linear Regression model provides excellent, stable, and reliable prediction performance for projecting house selling prices

This study focuses on the process of managing the Ship Movement Permit for MT.SHIP TRINITY during its transfer from the dock area to the anchorage area at PT. Multi Jaya Samudera Belawan. As an intermediary company, PT. Multi Jaya Samudera Belawan is committed to finding cargo ships with high-quality standards to provide the best service to customers, while prioritizing safety and maritime environmental protection. In its capacity as a shipping company, PT. Multi Jaya Samudera handles ship movement permit management through several stages, including administrative compliance, permit application, and ship document completion. This process needs to be carried out quickly and accurately to avoid delays, which requires good coordination with various related agencies at the port. The role of PT. Multi Jaya Samudera Belawan is crucial in supporting ship service activities in the shipping industry. To optimize port operations, appropriate management policies are needed to improve the overall effectiveness and efficiency of port performance.    

This study aims to analyze the influence of leadership style, motivation, and competence on employee performance at the Regional Public Service Agency (BLUD) of Banjar City General Hospital. The problems raised include four main things: (1) the influence of leadership style on employee performance, (2) the influence of motivation on employee performance, (3) the influence of competence on employee performance, and (4) the influence of the combination of leadership style, motivation, and competence on employee performance. The method used is descriptive with data analysis through validity tests, reliability tests, descriptive statistics, and multiple regression analysis. The results of the study indicate that (1) leadership style has a positive effect on employee performance, (2) work motivation has a positive effect on employee performance, (3) competence has a positive effect on employee performance, and (4) increasing leadership style, motivation, and competence together can improve employee performance at BLUD RSU Banjar City.

This study focuses on the analysis of Human Resource Planning, Recruitment and Job Analysis Affecting Employee Performance of PD. Gunasalma Kawali, Ciamis Regency. The formulation of the problem in this study is to analyze the effect of Recruitment and Job Analysis on employee performance of PD. Gunasalma Kawali, Ciamis Regency. The purpose of this study is to determine the Human Resource planning of PD. Gunasalma Kawali, Ciamis Regency employees, to find out the Recruitment of PD. Gunasalma Kawali, Ciamis Regency employees, to find out the Job Analysis of PD. Gunasalma Kawali, Ciamis Regency employees and to find out the effect of Human Resource planning, Recruitment and Job Analysis on Employee Performance of PD. Gunasalma Kawali, Ciamis Regency. Respondents in this study were 50 employees of PD. Gunasalma Kawali, Ciamis Regency. The research method used is to use a quantitative research method. Then the data was analyzed using Multiple Regression Analysis, Simultaneous Test, Partial Test and Determination Coefficient. The results of this study indicate: That the three variables affect employee performance. For the Human Resource Planning variable, the b1 value in the model is 0.893. For the Recruitment variable, the b2 value in the model is 0.742. For the Job Analysis variable, the b3 value in the model is 0.697. So the influence of HR Planning, Recruitment and Job Analysis on Employee Performance in the model is 75.6%, and 24.4% is influenced by other factors or causes.

Good governance is always related to work, especially good quality work. Government organizations are expected to be able to provide good quality work, so that there is good work performance. The type of research used is census research, where research takes all members of the population as respondents (data sources) and uses questionnaires as the main data collection tool. By using a quantitative approach and using descriptive methods to determine the influence of Good Governance on employee work performance at the Majauleng District Office, Wajo Regency. The results of research data analysis on Good Governance and Work Performance show that Good Governance at the Majauleng District Office is in the good category. Likewise, the Job Performance variable is in the good category. The influence that the Good Governance variable has on Work Performance is in the very strong and positive category and the data is significant. The conclusion from the research results with the title The Influence of Good Governance on Work Performance is as follows. Good Governance at the Majauleng District Office, Wajo Regency is in the good category. The work performance of Majauleng District Office Employees in Wajo Regency is in the very good category. The results of data analysis show that the influence provided is a very strong influence with a positive and significant relationship direction

In terms of improving human resources in the company, it is necessary to evaluate employee performance. By evaluating employee performance, companies have supporting data and information to evaluate human resources to make them even better. Employee performance is important in a company because it will affect the achievement desired by the company. The purpose of this study was to analyze the significant influence of work motivation, work discipline, and work environment simultaneously on the performance of employees in family companies in Surabaya. This study used a quantitative approach using multiple regression analysis because the sample used was a questionnaire with a total of 73 respondents. The results showed that some work motivation, work discipline, and work environment have a significant effect on employee performance. Simultaneously, work motivation, work discipline, and work environment have a significant effect on the performance of employees in family companies in Surabaya.

In order to investigate the effects of transformational leadership and self-efficacy on employee performance in Auto 2000 By Pass Padang, job satisfaction will be used as an intermediary variable. All 50 employees of Auto 2000 By Pass Padang received questionnaires as part of the data collection process. The analytical method used in this study was structural equation modeling (SEM) with partial least squares (PLS). The study's findings are as follows: (1) Leadership has a small but positive impact on employee performance. (2) Reward has a favorable and significant impact on employee performance. (3) Punishment has a significant and favorable impact on an employee's performance.

The incentive is a reward or retribution provided the company to employees who perform as a form of reward. Incentives as a means of motivation that encourages employees to work with optimal ability, which was intended as an extra income outside of salary or wages have been determined. The incentive is a driving factor for the employees to work better so that the employee's performance can be increased. The granting of incentives are intended to meet the needs of the employees. This research using qualitative research methods. As for the independent variable Incentive (X) and the dependent variable (Y) Performance. The population in this research is the Production Department glass manufacturing company. The sample used in this dipenelitian is saturated sample in which every Member of the population serve as samples. In this study, data gathering is carried out using a questionnaire. Based on the results of the determination of the calculation can be seen that the value of R2 is 0.907 Adusted. This can indicate the magnitude of the role or contribution that independent variable (X1), namely incentive can explain or influence the dependent variable (Y) the performance of employees amounted to 95.2%, while the rest is affected by other factors that do not researched. And based on the results of testing linearity obtained value p value of 0.05 0.00 < Sig. This indicates acceptance of the H1 so that the relationship can be inferred variable x with y Linear.

In general, every company or agency prioritizes the good performance of its employees. Good performance can advance the company in terms of time and completeness of work. The problem faced is that some employees are not disciplined in carrying out their duties and obligations. Given the performance of employees who are still far from expected because there are still some employee expectations that have not been met. The problem that occurs is that supervision is not carried out routinely and is not attentive. Given that supervision is still far from what was expected because there are still some expectations of supervision that have not been fulfilled. So this can affect employee performance. The problem at issue is that the reward does not meet employee satisfaction. Considering that the reward is still far from what was expected because there are still several expectations for the reward that have not been fulfilled. So that this can affect the performance of employees. This research is a quantitative research with associative method. Based on the results of the SPSS test on Anova data in column R Square = 0.921, all variables affect the Employee Performance Variable by 92.1% and the remaining 7.9% is influenced by other variables outside this regression equation or variables not examined. So it can be concluded that the specified variable is very influential on employee performance.

The purpose of this research is to determine the effect of solvency ratio, capital structure, and social responsibility on financial performance. This research uses 20 samples consisting of 5 companies in the cigarette industry subsector based on the time period 2018-2021. Data is collected from annual reports available on the Indonesia Stock Exchange (IDX). The analysis in this research uses 3 (three) approaches, including descriptive statistics, correlation, and regression. Based on the results of this research, it can be concluded that of the six elements, including ROA, ROE, DER, DAR, WC, and CSR, show good financial performance. In addition, DER and DAR measures negatively affect ROA and ROE. This is because the increase in solvency value causes the company's profit to decrease, it means that the company's high debt ownership makes the company pay higher interest so that the company's profit is small. WC and CSR have no impact on ROA and ROE. This is because the company's asset ownership can cover their current debt and CSR implementation can help convince interested parties to invest in the company. Based on the research conducted, the company should minimize the use of debt as funding in its operational activities, because it can affect the profitability of the company which causes a decrease in the value of ROA and ROE. In addition, the company should reconsider the implementation of CSR because it can help create a positive image of the company in the eyes of the public, even though the company's expenses will increase

In the rapidly evolving landscape of artificial intelligence (AI), optimizing human resources (HR) practices is imperative to foster organizational excellence. This qualitative research aims to explore the intersection of AI and HR practices to enhance organizational performance. The research adopts a qualitative approach utilizing in-depth interviews with HR professionals, AI specialists, and organizational leaders. Sampling techniques include purposive and snowball sampling to ensure diverse perspectives are captured. Data analysis involves thematic analysis, allowing for the identification of patterns and themes within the qualitative data. Preliminary findings indicate that organizations are increasingly leveraging AI to streamline HR processes, enhance talent acquisition, and improve employee engagement. Furthermore, the research reveals the significance of ethical considerations and human oversight in AI-driven HR practices. This study contributes to the growing discourse on AI integration in HR and provides insights for organizations aiming to navigate the AI-driven landscape while fostering excellence in HR practices.  

This study aims to investigate the impact of Earnings Per Share (EPS), Market to Book Value of Assets (MBVA), Market to Book Value of Equity (MBVE), Capital Expenditure to Book Value Asset Ratio (CEP/BVA), and Capital Expenditure to Market Value of Assets Ratio (CEP/MVA) on the financial performance and stock prices of Property and Real Estate Companies listed on the IDX (Indonesia Stock Exchange). The data utilized for this study are annual reports obtained from each company, accessible on the website www.idx.go.id. The research employs the associative method with statistical analysis and panel data testing. The sampling method employed is purposive sampling, encompassing a total sample of 10 Property Companies listed on the IDX, and the data spans from 2016 to 2022. The study's findings reveal that Earnings Per Share (EPS), Market to Book Value of Assets (MBVA), Market to Book Value of Equity (MBVE), Capital Expenditure to Book Value Asset Ratio (CEP/BVA), and Capital Expenditure to Market Value of Assets Ratio (CEP/MVA) exert a positive and significant influence on the financial performance and stock prices of Property and Real Estate Companies listed on the IDX.

High school students are the young generation who have the potential and have the opportunity to play an active role in the development of the nation and the nation. To support their ability to compete in today's era, high school students are required to have self-confidence, be able to communicate politely, and be polite as part of public speaking. If you do not have the ability to communicate in public appropriately due to a lack of self-confidence, then the interaction cannot run smoothly. Therefore, to provide understanding, public speaking training is held using the CCP (Confident, Content and Performance) method. This dedication activity was a collaboration between the lecturer who held the tridharma activities of higher education and the UPTD SMAN 13 Maros which is located in Pucak Village. By using the practice method which begins with increasing self-confidence, followed by creating content and finally preparing for a live performance. the enthusiasm of the participants was very high, various questions were asked during the discussion so that this activity could provide training in the development of public speaking presentation skills

Stock Prices Fluctuation affected by market conditions indicates that the company is not doing well. Fluctuations in the share price of Sinarmas Sekuritas Indonesia are influenced by unstable market conditions. The aim of this study is to find out whether the stocks which have been recommended by PT. Sinarmas Sekuritas Indonesia 2021 is superior or inferior. The data used in this study were in the form of secondary data contained in the Market Outlook published by PT. Sinarmas Sekuritas Indonesia, which consisted of 33 stocks during the research period. Moreover, this type of research used case studies. The result of the study shows that the value of the regression constant is negative with a significance value smaller than the significance level of 0.05. Thus, it can be concluded that the performance of PT Sinarmas Sekuritas Indonesia's stock portfolio for the January–December 2021 period is inferior which shows that the performance of the portfolio with the index has bad performance. In addition, companies whose shares have good performance are expected to maintain their company's performance, while companies that have bad performance can improve their company's performance. 

This study was an attempt to explore the nexus between career development and employee job performance in UNTAG Semarang, Central Java, Indonesia. The study was necessitated following the need to institute career development programs in organizations for employees to acquire additional knowledge for improved job performance. This study was a survey-type of research that employed a correlational design in an attempt to ascertain the magnitude of the relationship between the studied variables. Structured questionnaires were administered to a sample size of 250 drawn from the population of the study. The Likert 5- point scale was used in quantifying responses while simple regression was employed in determining the degree of the relationship between career development and employee job performance. The result shows a strong relationship between career mentoring and the quality of employee job performance in the organization and concludes that organizations that wish to improve on employee job performance must institute and entrench career mentoring necessary for skill acquisition. The study recommends that organizations should encourage career counseling activities as a leeway to providing a sustainable framework upon which employees acquire the needed operational skills that will enhance their job performance in a typical organization.

This study took the object of the Great Mosque of Demak. This study aims to determine the effect of the work environment and work responsibilities on the performance of the employees of the Great Mosque of Demak. The purpose of this study was to determine the effect of the work environment and work responsibilities on the performance of the employees of the Great Mosque of Demak. In this study, the sampling technique used was the saturated sampling technique or the sampling technique where all members of the population were used as samples so that a sample of 40 respondents was obtained. The results of the study indicate that there is a positive and significant influence between the work environment on employee performance and there is a positive and significant influence between work responsibility and employee performance.

For more than a year, the Covid-19 pandemic has hit, causing many changes and giving birth to new norms and practices in the social, political, and economic order, both at the individual, community, institutional, state governance, and relations between nations. One of those affected is the office sector, but agencies are required to optimize performance without neglecting the health protocols set by the government. This study aims to determine the effect of workload and digital competence on employee performance at the Batang Regency Public Works and Spatial Planning Office. The population in this study were all employees of the State Civil Apparatus totaling 133 people. The sampling method is using a census. The data collection technique used a questionnaire and the analytical method used was multiple linear regression. The results of the analysis show that the workload has no significant positive effect on employee performance. The workload is an obligation that must be completed by employees following the specified time so that the level of workload does not affect employee performance. Digital competence has a positive and significant effect on employee performance. This finding implies that employees within the Batang Regency Public Works and Spatial Planning Office can operate digital devices.

The study of the influence of assertive communication style and organizational culture on employee performance with job satisfaction as an intervening factor was conducted by taking a sample of 72 respondents from the Al Ummah Education and Human Resources Foundation who were placed in Assalaam Integrated Islamic Junior High School Pekalongan City. From the results of the study, it was found that assertive communication style has a positive effect on job satisfaction; organizational culture has a positive impact on job satisfaction; Assertive communication style has a positive effect on employee performance, organizational culture has a positive impact on employee performance, job satisfaction has a positive effect on employee performance, job satisfaction does not mediate the influence of assertive communication style on employee performance, job satisfaction mediates the impact of organizational culture on employee performance.

Leadership style plays a very important role in determining employee discipline because the leader can be used as an example and determinant for his subordinates. The style of a disciplined leader can affect the discipline of employees / subordinates. Another phenomenon is the provision of proper motivation, where it will be able to generate enthusiasm, passion and sincerity of work. The purpose of this study was to determine and analyze: 1) the influence of women's leadership style on work discipline, 2) the effect of work motivation on work discipline, 3) the influence of women's leadership styles on performance, 4) the effect of work motivation on performance, and 5) the effect of work discipline on performance. This type of research is causal associative quantitative with a survey approach. This research was conducted on a ship crew where there was a female leader/officer on the deck and the engine department with a total population of 60 people. The results showed 1) leadership style had a significant effect on work discipline, 2) work motivation had a significant effect on work discipline, 3) women's leadership style had a significant effect on performance, 4) work motivation had a significant effect on performance and 5) work discipline had significant effect on performance.

This study aims to analyze the influence of servant leadership and compensation on employee performance either directly or through organizational commitment. The population in this study is 122 people. The size of the sample is 93 respondents. The data source used is primary data with questionnaire data collection method which gather using the simple random sampling techniques. The analysis technique used is path analysis. The results of the research showed that servant leadership and compensation has a positive and significant effect on organizational commitment. Servant leadership and compensation has a positive and significant effect on employee performance. The Sobel test results indicated that the variable of organizational commitment can mediate the influence of servant leadership and compensation on employee performance.