Publication Search

This study aims to analyze the level of financial literacy and examine its influence on the household welfare of vegetable farmers. Agricultural households, particularly smallholder vegetable farmers, frequently experience economic vulnerability due to several structural challenges such as unstable agricultural income, seasonal production patterns, fluctuating market prices, limited access to formal financial services, and inadequate financial management skills. These conditions often make farm households more susceptible to economic shocks, including crop failure, input price increases, or sudden market price declines. In this context, financial literacy becomes an essential capability that enables farmers to manage their financial resources more effectively.This research employed a quantitative research design using a survey approach. The study involved 120 vegetable farmers selected as respondents from major vegetable-producing areas. Data were collected through structured questionnaires designed to measure farmers’ financial literacy levels and household welfare conditions. Financial literacy was assessed through indicators such as financial knowledge, financial behavior, and financial attitudes, while household welfare was evaluated based on indicators including consumption stability, education and health expenditures, savings capacity, and overall economic resilience. The collected data were analyzed using descriptive statistics to describe the characteristics and financial literacy levels of respondents, and multiple linear regression analysis to examine the relationship between financial literacy and household welfare.The results of this study highlight the importance of strengthening financial education programs targeted at agricultural communities. Improving financial literacy among vegetable farmers can contribute not only to better household financial management but also to broader rural economic development. Therefore, financial education initiatives should be integrated into agricultural extension programs, farmer group activities, and local government development strategies. Such initiatives may include training in household financial planning, simple bookkeeping for farm businesses, savings management, and responsible credit use. By enhancing farmers’ financial capabilities, these programs can help improve household welfare, strengthen rural economic resilience, and support the long-term sustainability of the agricultural sector.

This study aimed to investigate the influence of content exposure and celebrity endorsement on the consumptive behavior of Muslim adolescents among students at MAN 1 Bone. The population for this research was students of MAN 1 Bone for the 2023/2024 academic year. The sampling technique employed was simple random sampling with a total of 100 respondents. Data was collected through the distribution of questionnaires and documentation. This research utilized an explanatory survey research method with a quantitative approach. The data analysis techniques used were statistical tests, including multiple linear regression, t-test, f-test, and the coefficient of determination (R2) test. The results revealed that: (1) There was no significant influence of content exposure on the consumptive behavior of MAN 1 Bone students. (2) Celebrity endorsement significantly influenced the consumptive behavior of MAN 1 Bone students. (3) Content exposure and celebrity endorsement had a significant influence on the consumptive behavior of MAN 1 Bone students. The combined effect of the content exposure and celebrity endorsement variables on the consumptive behavior variable of MAN 1 Bone students was 25.2%, while the remaining 72.8% was explained by other factors outside the two independent variables studied.

This study was conducted at Alok Market, Sikka Regency. The objectives of this study werw to identify the sources and utilization of traders’ business capital and to determine the influence of business capital on the income of market traders. The type of research employed was quantitative research. The population of this study consisted of traders at Alok Market, Sikka Regency. The research sample was selected using purposive sampling, with a total of 30 respondents. Data collection techniques used in this study included structured interviews (numerically based) and direct observation. The data analysis techniques applied were descriptive quantitative analysis and simple linear regression analysis. The results of the study indicated that 50-70% of business capital was obtained from traders’ own capital, while 30-45% originated from loan capital. In terms of capital utilization, 89% of the capital was used for asset investment and 80% for operational cost requirements. The findings of this study also confirmed that business capital had a significant influence on the income of traditional market traders.

This study examines the influence of Arei Outdoor Gear brand awareness on purchase decisions in the Bogor Climbing Virtual Community on Facebook. In the midst of increasingly fierce competition in the outdoor equipment industry, maintaining a high level of brand awareness is an important factor for companies in attracting and retaining consumers. Therefore, this study aims to find out the extent to which brand awareness of Arei products is able to influence the purchasing decisions of the community members. This study uses a quantitative approach with a survey method conducted on 87 respondents who were randomly selected from community members. Data collection was carried out through a questionnaire which was then analyzed using a simple linear regression technique to determine the relationship between brand awareness variables and purchase decisions. The results of the study show that the level of Arei brand awareness is relatively high with an average value of 3, where respondents are able to recognize Arei's products, logos, and brand characteristics. Meanwhile, purchasing decisions are also in the positive category with an average score of 3.25. The results of linear regression analysis showed a significant influence between brand awareness on purchase decisions with a correlation value (R) of 0.749. In addition, a determination coefficient value (R²) of 0.561 showed that 56.1% of purchase decisions were influenced by brand awareness, while the rest were influenced by other factors outside of the variables studied.

This study aims to analyze the effect of information technology (IT)-based learning media on improving students' academic performance. With the advancement of digital technology, the use of IT-based media such as interactive presentations, educational videos, Learning Management Systems (LMS), and online quiz applications has become part of modern teaching strategies. This study uses a quantitative approach with a quasi-experimental method. The subjects of the study were secondary school students divided into experimental and control groups. The instruments used include learning achievement tests to measure academic performance and observation sheets to assess the implementation of IT media usage. Data were analyzed using t-tests and simple regression analysis. The results show a significant difference in academic performance between students who used IT-based learning media and those who used conventional methods. The experimental group showed a higher average score compared to the control group. These findings indicate that the use of IT-based learning media, when planned and implemented systematically, can improve students' motivation, engagement, and understanding of learning materials. Therefore, the integration of information technology into the learning process is recommended as an innovative strategy to enhance the quality of education.

This study aims to determine the influence of Diklat on employee performance at the Department of Education and Culture of Gorontalo Province. The sample in this study consisted of 58 respondents. The data used in this research were primary. Data collection was conducted through the distribution of questionnaires. The data analysis technique employed was simple linear regression. The results of this study indicate that Diklat have a positive and significant influence on employee performance at the Department of Education and Culture of Gorontalo Province, with a coefficient of determination of 66.90%, while the remaining 33.10% is influenced by other variables not examined in this study, such as organizational culture, work environment, leadership, career management, work commitment, work supervision, and information technology within the organization. The positive test results imply that the improvement in employee performance at the Department of Education and Culture of Gorontalo Province occurs due to intensive Diklat that align with the needs of human resource development in public sector organizations.

This research aims to analyze the quality of electronic services (E-Service Quality) on user satisfaction of the DANA digital wallet application in the West Jakarta area. The evolution of financial technology (fintech) in Indonesia has encouraged rapid growth in the use of digital wallets, including DANA which is recorded to have more than 200 million users by 2024. However, this rapid growth is still marred by a number of user complaints regarding system reliability, service response speed and transaction security. Therefore, this study is important to evaluate how much e-service quality dimensions influence user satisfaction levels. The research method used is a quantitative approach with an associative type of research. Data was collected through questionnaires from 100 respondents who were active users of the DANA application in the West Jakarta area using a purposive sampling technique. Data analysis was carried out using SPSS software through validity tests, reliability tests, and simple linear regression analysis. The research results show that E-Service Quality has a positive and significant effect on user satisfaction of the DANA application with a coefficient of determination (R Square) of 0.907, which means that 90.7% of the variation in user satisfaction can be explained by the E-Service Quality variable, while the remaining 9.3% is influenced by other factors outside the research model. The results of the significance test (t test) show a significance value (Sig. < 0.05) which indicates that the influence of E-Service Quality on user satisfaction has been proven to be statistically significant. The results of this study are expected to serve as evaluation material for DANA application managers in improving the quality of digital services, particularly in terms of efficiency, system reliability, security, and user responsiveness. Furthermore, this research is expected to provide theoretical contributions to the development of studies in the field of information systems and digital service management.

Mental health is a very important element in supporting students' academic success. As a group at a vulnerable age, students often face academic, social, and psychological pressures that can affect their mental health and academic performance. This study aims to examine the impact of mental health on the academic performance of students at the Faculty of Economics, Pasim National University. The method used in this study is a quantitative approach with data collection through questionnaires. The research subjects consisted of 123 students in their first semester, where the sample included 94 respondents selected using the Slovin formula. The data were analyzed using SPSS software, including validity, reliability, and normality tests, simple linear regression, coefficient of determination, and ANOVA. The findings of this study indicate that all measurement tools used are valid and reliable. Normality testing shows that the data have a normal distribution. The regression analysis results showed a significant positive effect of mental health on students' academic performance. An R-squared value of 0.410 indicates that mental health contributes 41% to the variation in students' academic results, while the remaining 59% is influenced by other factors. The results of the ANOVA also showed a significance level of 0.000 (<0,05). confirming the suitability of the regression model. Therefore, it can be concluded that mental health plays a significant role in improving student academic achievement. This research is expected to provide educational institutions with a basis for designing mental health support policies and programs to improve student academic quality.

This study aims to compare the performance of Multiple Linear Regression (MLR) and Random Forest Regression (RFR) in predicting student performance based on academic scores. Student performance is defined as the average of math scores, Reading Scores, and writing scores. This study uses a quantitative approach with a comparative design based on predictive modeling. The data used is secondary data from the Student Prediction dataset obtained through the Kaggle platform, which was processed using the Python programming language through the Google Colab platform. The analysis stages included the formation of performance variables, the separation of training and test data with a ratio of 80:20, model training, and evaluation using the Mean Squared Error (MSE), Mean Absolute Error (MAE), and coefficient of determination (R²) metrics. The results show that the Multiple Linear Regression model produced an MSE value of 2.74 × 10⁻²⁸, an MAE of 1.51 × 10⁻¹⁴, and an R² of 1.000. Meanwhile, Random Forest Regression produced an MSE of 0.296, an MAE of 0.375, and an R² of 0.998. These findings indicate that both models have a very high level of accuracy, but Multiple Linear Regression provides the best performance. This is due to the strong linear relationship between the input variables and the target variables formed directly from the combination of academic values. Thus, the linear regression model is proven to be more suitable for use in data structures that have simple linear relationships compared to ensemble-based models.

This study analyzes the impact of learning motivation levels on student attendance discipline at the Saint Ignasius Catholic Vocational School in Wairterang. The background of the problem highlights the low level of student attendance, which is caused by the lack of intrinsic and extrinsic motivation in the vocational education environment. This phenomenon impacts the effectiveness of learning and overall student achievement. The purpose of the study is to identify the causal relationship between learning motivation and attendance discipline, and to measure the significant influence of motivation variables on attendance discipline. The approach used is quantitative with a Likert-scale questionnaire survey method. The study sample involved students in grades X-XII at the Saint Ignasius Catholic Vocational School in Wairterang, with data analysis using simple linear regression to test the hypothesis. The results of the study are expected to show a positive and significant influence of learning motivation on attendance discipline. Practical implications include recommended strategies for guidance and counseling (BK) teachers, such as individual counseling programs, attendance-based reward systems, and the integration of intrinsic motivation through vocational extracurricular activities. These strategies are expected to improve learning effectiveness and build students' disciplined character in vocational high schools

This study analyzes the impact of learning motivation levels on student attendance discipline at the Saint Ignasius Catholic Vocational School in Wairterang. The background of the problem highlights the low level of student attendance, which is caused by the lack of intrinsic and extrinsic motivation in the vocational education environment. This phenomenon impacts the effectiveness of learning and overall student achievement. The purpose of the study is to identify the causal relationship between learning motivation and attendance discipline, and to measure the significant influence of motivation variables on attendance discipline. The approach used is quantitative with a Likert-scale questionnaire survey method. The study sample involved students in grades X-XII at the Saint Ignasius Catholic Vocational School in Wairterang, with data analysis using simple linear regression to test the hypothesis. The results of the study are expected to show a positive and significant influence of learning motivation on attendance discipline. Practical implications include recommended strategies for guidance and counseling (BK) teachers, such as individual counseling programs, attendance-based reward systems, and the integration of intrinsic motivation through vocational extracurricular activities. These strategies are expected to improve learning effectiveness and build students' disciplined character in vocational high schools

This study explores the influence of Electronic Word of Mouth (E-WOM) on Umrah ticket purchasing decisions through the Instagram account @umrohbarengyuk.id. In today’s digital era, social media serves as a primary channel in shaping consumer perceptions of services, particularly in religious travel industries like Umrah. E-WOM, consisting of interaction intensity, opinion valence, and content quality, plays a vital role in providing trustworthy information and building consumer confidence. Using a quantitative method involving surveys and simple linear regression analysis, the study finds that digital reviews and testimonials strongly influence prospective pilgrims’ decisions. The @umrohbarengyuk.id account is perceived as providing transparent, responsive, and relevant communication, making it a key reference in users’ information-seeking and service evaluation processes. These findings reinforce E-WOM as a powerful digital marketing communication strategy that not only increases service appeal but also enhances customer trust and purchasing confidence. The study offers practical insights for Umrah service providers in developing personalized, credible digital content and strategies to reach broader audiences effectively.

Ideally, final-year undergraduates are expected to demonstrate psychological maturity and a clear sense of future direction. However, the pressure of academic demands and social expectations often precipitates a "quarter-life crisis," triggering profound anxiety during this transitional phase. This study investigates the relationship between religiosity and the quarter life crisis among final-year students at Universitas Ibrahimy Situbondo. Employing a quantitative correlational design, the study involved 149 students selected via convenience sampling from a population of 237. Data were collected using the Religiosity Scale and the Quarter-Life Crisis Scale, then analyzed using simple linear regression with JASP version 0.19.1.0. Contrary to common assumptions in religious settings, the findings revealed that religiosity was not significantly associated with the quarter life crisis (p = .105 > .05). The effective contribution of religiosity in explaining the variance of the crisis was minimal (R2 = 0.018 or 1.8%), indicating that 98.2% of the phenomenon is driven by factors outside the scope of this study. These results suggest that religiosity is not a sole predictor capable of buffering against quarter life crisis. Consequently, further research should explore other potential mitigating variables, such as social support, self-efficacy, or career adaptability, particularly within Islamic boarding school-based university environments.

This study aims to analyze how work skills and work flexibility affect work productivity through job satisfaction as an intervention variable among Gojek partners in the Malang City area. This study uses a quantitative methodology with a causality design. Using simple random sampling, questionnaires were sent to 120 selected Gojek partners to obtain initial data. A Structural Equation Modeling (SEM) based on linear regression analysis was used to analyze the data. This was done using the SPSS program. The results of the study indicate that work skills and work flexibility positively and significantly affect the productivity of Gojek partners. In addition, job skills and work flexibility also have a positive and significant effect on job satisfaction. Job satisfaction is also proven to have a positive and significant effect on work productivity, and also functions as a mediating variable in the relationship between job skills and work flexibility and work productivity. The results show that job satisfaction can increase with job skills and a more flexible work environment. Ultimately, this will have an impact on increasing the productivity of Gojek partners. It is hoped that this research will help digital platform managers create more flexible and sustainable HR management strategies.

The rapid advancement of social media platforms has reshaped how people form and express their identities within digital environments, especially among university students. This research seeks to examine the extent to which personal use of social media influences the development of personal branding among students in the Digital Communication and Media Program at IPB University Vocational School. A quantitative research method with a survey approach was applied, involving 71 participants selected through random sampling techniques. Data collection was carried out using an online questionnaire employing a four-point Likert scale, and the data were analyzed through various statistical tests including validity and reliability assessments, classical assumption tests, Pearson correlation, simple linear regression, and determination coefficient using SPSS software. The results demonstrate that personal engagement with social media has a significant and positive relationship with students’ personal branding. Students who post consistently, produce high-quality content, and engage positively with audiences tend to project a stronger professional persona. Overall, the findings indicate that social media serves not only as a means of communication but also as an essential medium for developing one’s reputation and professional credibility in the digital age.  

Effective village development through the Village Development Planning Consultative Forum (MusrenbangDes) relies heavily on active community involvement, ensuring that planned programs reflect their needs and expectations. This study aimed to determine the effect of community participation on village development planning in Pondok Village, Babadan District, Ponorogo Regency. Data were collected through questionnaires distributed to 84 respondents and analyzed using simple linear regression. A quantitative approach was used as the survey method. The results showed that community participation and village development planning were quite good. With a Cronbach's Alpha value of 0.889, validity and reliability tests indicated that the instrument was valid and reliable. The relationship between variables was linear, normally distributed, and no heteroscedasticity was found in the classical assumption test. Simple linear regression results indicated that community participation had a significant influence on village development planning. With  regression coefficient of 0.787 and a significance value of p < 0.001, community participation was responsible for 53.1% of the variation in village development planning. This is shown by the coefficient of determination (R²) of 0.531. Therefore, to improve village development plans through MusrenbangDes, community participation is crucial. Village governments must prioritize increasing sustainable participation at each stage of the planning process.

Education is a conscious effort to create effective learning conditions to develop self-potential, intelligence, and noble character. A clean campus environment is one of the crucial external factors that support the smoothness of the teaching and learning process and the comfort of the entire academic community. This study aims to analyze and determine the extent of the influence of campus environmental cleanliness on student learning activities at the Faculty of Economics, Universitas Nasional Pasim.The research method used is quantitative with a descriptive verificative approach. The research population includes 123 first semester students of the Faculty of Economics, with a sample of 94 respondents determined through the Slovin formula at a 5% error rate. Data were collected through closed questionnaires and analyzed using validity, reliability, and simple linear regression tests through SPSS software. The results showed that the instrument variables for environmental conditions and learning activities were declared reliable with a Cronbach's Alpha value above 0.60. The regression test results obtained a coefficient of determination (R2) of 0.414, which indicates that campus environmental cleanliness has a 41.4% influence on student learning activities, while the remaining 58.6% is influenced by other factors. The ANOVA test produced a significance value of 0.000 with an Fcount value of 57.143, which is greater than the Ftable of 3.94, thus the research hypothesis is accepted. In conclusion, campus environmental cleanliness has a significant influence in creating a conducive learning atmosphere, increasing student focus, and intrinsic motivation. The university is advised to prioritize cleanliness management to realize a productive academic environment.   

This study aims to examine the influence of slang language usage on the use of Indonesian language in WhatsApp communication among students of Class F, Indonesian Language and Literature Education Study Program, Universitas Negeri Padang, academic year 2025/2026. This research employed a quantitative descriptive method with a correlational approach. The population and sample consisted of 35 students selected using total sampling technique. Data were collected through questionnaires using a Likert scale and analyzed using descriptive analysis, Pearson correlation test, and simple linear regression. The results indicate that the use of slang language is categorized as high, while the use of standard Indonesian language is categorized as moderate. The correlation analysis shows a negative relationship between slang usage and the use of Indonesian language in WhatsApp communication. These findings suggest that higher intensity of slang usage tends to reduce the use of proper Indonesian language. This study is expected to raise students’ awareness of the importance of using appropriate Indonesian language according to communication contexts, particularly in academic settings.

This study aims to analyze the influence of leadership and human resource quality on work productivity in the Human Resources Division of PT Pembangunan Perumahan (PP) Tbk. The research uses a quantitative associative approach with a census method applied to the entire population of 60 employees in the HR Division. Data were collected through questionnaires and analyzed using simple and multiple linear regression with SPSS 24.0. The results show that leadership has a positive and significant effect on work productivity (regression coefficient = 0.975; determination = 95.1%). Human resource quality also has a positive and significant effect (regression coefficient = 0.978; determination = 95.6%). Together, both variables influence work productivity with a determination coefficient of 96.8%. Leadership and human resource quality are critical factors in improving work productivity. Organizations are advised to develop participatory leadership styles and sustainable competency development programs.

This study aims to examine the influence of slang language usage on the use of Indonesian language in WhatsApp communication among students of Class F, Indonesian Language and Literature Education Study Program, Universitas Negeri Padang, academic year 2025/2026. This research employed a quantitative descriptive method with a correlational approach. The population and sample consisted of 35 students selected using total sampling technique. Data were collected through questionnaires using a Likert scale and analyzed using descriptive analysis, Pearson correlation test, and simple linear regression. The results indicate that the use of slang language is categorized as high, while the use of standard Indonesian language is categorized as moderate. The correlation analysis shows a negative relationship between slang usage and the use of Indonesian language in WhatsApp communication. These findings suggest that higher intensity of slang usage tends to reduce the use of proper Indonesian language. This study is expected to raise students’ awareness of the importance of using appropriate Indonesian language according to communication contexts, particularly in academic settings.