Publication Search

The rapid development of financial technology, particularly online lending, has transformed consumption patterns among working-age individuals by providing easy access to digital credit. This study aims to analyze the influence of financial literacy and online loans on the consumptive lifestyles of gas station workers in the Bululawang area. An explanatory quantitative approach was employed, with all gas station workers serving as the study population. A saturated sampling (census) technique was applied, and data were collected through digital Likert-scale questionnaires. The hypotheses were tested using Multiple Linear Regression Analysis. The findings indicate that financial literacy does not significantly reduce consumptive lifestyles, suggesting that financial knowledge alone is insufficient to control spending behavior without strong self-discipline. In contrast, the use of online loan applications has a significant positive effect on consumptive behavior, as rapid access to credit creates a perception of greater purchasing power and encourages impulsive spending to satisfy lifestyle and social prestige. Simultaneously, limited financial literacy combined with easy access to digital credit significantly increases consumptive lifestyles. The study concludes that improving financial management requires not only theoretical financial literacy but also practical financial discipline. Therefore, companies are encouraged to provide continuous financial education and develop safer internal financing alternatives to reduce workers' dependence on digital lending platforms.

This study aims to analyze the influence of Regional Original Revenue (PAD), General Allocation Fund (DAU), Special Allocation Fund (DAK), and Tax Revenue Sharing Fund (DBHP) on Regional Expenditure, as well as to analyze whether the flypaper effect phenomenon occurs in Regencies/Cities in Jambi Province during the 2017-2023 period. The data used in this study is panel data that combines time series data for 7 years and cross-section data from 11 Regencies/Cities in Jambi Province. The analysis method used is panel data regression with the selected model Fixed Effect Model (FEM). The results of the study show that simultaneously (F Test), the variables PAD, DAU, DAK, and DBHP have a significant effect on Regional Expenditure. Partially (t Test), PAD and DBHP do not have a positive and significant effect on Regional Expenditure, while DAU and DAK show a positive and significant effect on Regional Expenditure. This study also found a flypaper effect in regencies/cities in Jambi Province. This indicates that regional governments in Jambi Province tend to be more responsive in increasing regional spending using transfer funds from the central government rather than optimizing their own potential Regional Original Revenue (PAD).

This study aims to analyze the compliance of village financial management with the Regulation of the Minister of Home Affairs Number 20 of 2018 in Kalurahan Sariharjo for the 2025 fiscal year and to identify existing challenges. The research employs a qualitative descriptive case study approach, collecting data through interviews and documentation. The results show that the financial management of Kalurahan Sariharjo is generally in accordance with the regulation, including budget structure, management stages, and transparency. Key strengths include the use of Siskeudes, multi-channel transparency, community participation, and revenue diversification. However, challenges remain, including inconsistencies between planning and implementation, low village own-source revenue, the dominance of infrastructure spending, and administrative complexity.

 The development of digital technology and social media has driven changes in Generation Z's consumption behavior, particularly through self-reward lifestyle, shopaholic behavior, and Fear of Missing Out (FOMO). These three factors have the potential to increase consumptive spending patterns and decrease the quality of financial management. This study aims to analyze the influence of self-reward lifestyle, shopaholic behavior, and FOMO on consumptive spending patterns and financial management of Generation Z. This study uses a quantitative method with a causality approach. The research sample consisted of 152 Generation Z students majoring in Islamic Banking at UIN North Sumatra who were selected using the Slovin formula. Data were collected through a Likert scale questionnaire and analyzed using multiple linear regression with the help of IBM SPSS 26. The results showed that self-reward lifestyle, shopaholic behavior, and FOMO have a positive and significant effect on consumptive spending patterns. In addition, the third variable also has a negative and significant effect on Generation Z's financial management. These findings emphasize the importance of controlling consumptive behavior and increasing financial literacy to create more rational and sustainable financial management.

Ngabuburit has grown into a cultural tradition that is deeply embedded in Indonesian society during Ramadan, including among the student demographic. This study investigates the relevance of the ngabuburit tradition to the level of consumer economic literacy and the application of Islamic consumption ethics among university students in the city of Bandung. Employing a quantitative descriptive approach, data were gathered through an online questionnaire distributed to students from various universities across Bandung. The analysis aims to determine whether the pre-iftar waiting activity stimulates impulsive purchasing behavior more strongly than awareness of Islamic consumption principles particularly the avoidance of wasteful spending (tabzir) and extravagance (israf). The study also examines several factors shaping students' consumption patterns, including social environment, lifestyle tendencies, and access to food and beverage products throughout Ramadan. The results are expected to shed light on how students behave as consumers within a local cultural framework and to what degree their economic literacy can moderate consumption behaviors that contradict Islamic principles, while providing an evaluative foundation for cultivating more prudent consumption habits.

This study aims to analyze the effect of financial literacy and lifestyle on financial management of students of the Management Study Program at Universitas Pamulang. This research uses a quantitative method with an associative approach, with data collected through questionnaires distributed to 160 respondents. Data analysis was conducted using validity tests, reliability tests, classical assumption tests, simple and multiple linear regression analysis, t-test, F-test, and coefficient of determination (R²). The results show that partially financial literacy has a positive and significant effect on financial management with a t-value of 7,161 > t-table 1.975 and a significance value of 0.000 < 0.05, while lifestyle also has a positive and significant effect with a t-value of 6,881 > t-table 1.975 and a significance value of 0.000 < 0.05. Simultaneously, financial literacy and lifestyle have a significant effect on financial management with an F-value of 853.671 > F-table 3.05 and a significance value of 0.000 < 0.05. The coefficient of determination of 0.916 indicates that 91,6% of the variation in students’ financial management is explained by financial literacy and lifestyle, while the remaining 8,4% is influenced by other factors outside this study.

This study aims to identify domestic visitor segments in Bromo Tengger Semeru National Park (TNBTS), Indonesia, based on travel characteristics and consumption patterns to support the development of quality tourism in protected areas. Using snowball sampling, 283 domestic visitors was analysed by Two-Step Cluster Analysis in SPSS by integrating length of stay, activity preferences, and expenditure patterns. The results reveal a two-cluster solution as the most optimal segmentation, supported by the highest ratio of distance measures, with cluster quality rated as fair (silhouette = 0.20). Cluster 1 (39.2%) represents short-stay, lower-spending visitors who primarily seek iconic experiences (“Sunrise Seekers”), while Cluster 2 (60.8%) reflects longer-stay, higher-spending visitors who prefer village tourism activities (“Village Experience Seekers”). The strongest differentiating variables across segments are length of stay, activity preference, expenditure style, and age, whereas gender, education level, origin, and travel companions have limited role in segment separation. This study contributes empirical evidence of data-driven visitor segmentation in a conservation-based ecotourism destination within a volcanic national park, extending prior expenditure-focused profiling by integrating length of stay and activity preferences to capture visitor heterogeneity more comprehensively.

This study aims to analyze the effect of government expenditure, wages, inflation, education, and unemployment on the economy and their impact on poverty in the Tomini Bay Region. The study uses panel data from 10 regencies/cities with secondary data obtained from the Central Bureau of Statistics (BPS). The analytical method employed is a simultaneous equation model. The results show that government expenditure and education have a positive and significant effect on the economy. Wages have a negative and insignificant effect, while inflation and unemployment have a positive but insignificant effect on the economy. The economy has a positive and significant effect on poverty, indicating that economic growth has not yet been inclusive. Wages have a negative and significant effect on poverty, whereas inflation and unemployment have a negative but insignificant effect. These findings indicate that economic growth has not been fully capable of reducing poverty evenly, therefore policies focusing on equitable social welfare are needed.

Transaction logs in online retail provide opportunities for data-driven customer segmentation. This study segments customers at two scopes global (all countries) and United Kingdom (UK) using Recency, Frequency, and Monetary (RFM) features derived from the Online Retail transaction dataset. After cleaning cancellations and invalid records, RFM variables are computed per customer and normalized. K-Means clustering is applied separately for global and UK data, while the number of clusters is selected via the elbow criterion and validated using internal indices. The best configuration for both scopes yields five clusters, with moderate separation quality based on the silhouette score. Cluster profiling indicates distinct groups ranging from low-frequency low-spending customers to highly frequent high-spending customers. The comparison between global and UK segmentation shows similar structural patterns, yet different proportions across segments, supporting targeted retention and value-driven marketing actions.

Financial literacy is an important skill that needs to be introduced from an early age so that children can understand the value of money and manage it wisely. This activity aims to improve basic financial literacy among children at LKSA Santa Anna Bojonegoro through a participatory educational approach. The implementation method included pre tests, interactive material delivery, discussions, and simple case studies on priority scales and budgeting. Of the 37 participants, 20 children aged 8–18 were sampled. The pre-test results showed an average understanding of basic financial literacy concepts of 73.6%. After the activity, there was an increase in understanding, indicated by the participants' ability to differentiate needs from wants, develop spending plans, and foster savings awareness. The facilitator also found that the main issue among participants was self-control over consumptive behavior, which was addressed through reflective exercises and the implementation of strategies for delaying purchasing decisions. This activity was well-received and proven effective in fostering a rational mindset regarding pocket money management. Overall, this socialization of basic financial literacy can be the first step in developing responsible financial habits from an early age.

Advances in information technology have ushered society into the new media era, where social media is not just an information tool but also a new social space for teenagers. Instagram, as a visual-based platform, plays a significant role in shaping the reality of ideal lifestyles. Teenagers, who are in the process of discovering their identities, are susceptible to the influence of influencers and aesthetically constructed lifestyle trends on social media. This often triggers a shift in consumption patterns from functional to symbolic needs. This study used a qualitative descriptive approach. The subjects consisted of 10 students from the 2025 class of International Women University in Bandung, aged 18-20. Data were collected through in-depth interviews, participant observation, and documentation, then analyzed through data reduction and presentation. The findings indicate that all subjects are active social media users, spending 4 to 9 hours per day. They use Instagram as a means of building their personal branding and seeking lifestyle references. There is a tendency for consumer behavior driven by four main factors: peer influence and the Fear of Missing Out (FoMO) phenomenon, the use of goods as symbols of social identity (sign value), exposure to persuasive content from opinion leaders or influencers, and consumption as psychological compensation (self-reward) to relieve academic stress. Students tend to make impulsive purchases of viral fashion, beauty, and culinary products to gain social recognition online.

The retail industry generates an extremely large and continuously growing volume of transactional data along with the advancement of digital technology, thereby requiring sophisticated and systematic data analysis approaches to support effective and evidence-based business decision-making. This study aims to analyze retail sales data by utilizing the Retail Sales Dataset obtained from the Kaggle platform, which consists of 100,000 transaction records and broadly represents the characteristics of retail transactions. The main focus of this study is to classify product categories and predict customer segments, including the identification of high-spending customers (high spenders), based on demographic attributes such as age and gender, as well as various transaction-related features. The research methodology includes data preprocessing, label encoding, and feature engineering to generate additional variables, including Age_Group, Is_Holiday, and Spender_Group, which are expected to enhance the predictive capability of the models. Several machine learning algorithms, namely Decision Tree, Random Forest, and XGBoost, were implemented and evaluated to compare their respective performance. The experimental results indicate that multiclass product category classification achieves relatively low accuracy, ranging from 27% to 34%. These findings suggest the high complexity of retail data and highlight the need for further model optimization, class balancing techniques, and feature refinement to improve predictive performance in future studies.

UMKM BPK Legend Batam is a Batak culinary business that serves Karo Roast Pork (BPK) as its main dish along with side dishes such as soup, saksang, and fried Indomie B2. In its operational activities, food product inventory management is still done manually and based on estimates, which can potentially lead to excess or shortages of ready-to-sell products. This situation can result in a decline in product quality, wasteful spending, and lost sales opportunities when demand increases. The objective of this community service activity is to design a more effective and efficient food product inventory control system through the application of the EOQ and ROP methods. The methods used include observation, interviews, and analysis of sales data and product availability per period. The results of the activity show that the application of EOQ is able to determine the optimal product inventory quantity, while ROP provides guidelines for the right time to replenish products. The product inventory control system that was designed helps BPK Legend MSMEs in reducing inventory costs, maintaining product availability, and supporting smooth service to customers.

This study aims to assess the financial performance of the Sukoharjo Regency Government during the 2023-2024 period by employing cash flow statements as the primary analytical tool. Cash flow statements are considered essential as they provide a clear picture of liquidity conditions and the actual capacity of local governments to manage cash inflows and outflows. This research applies a descriptive quantitative approach using secondary data obtained from audited Budget Realization Reports and Cash Flow Statements. Financial performance is evaluated through revenue effectiveness ratios and expenditure efficiency ratios as key indicators of fiscal management. The results indicate that regional revenue realization consistently exceeded the established targets throughout the study period, placing revenue performance in the very effective category. This finding reflects the local government’s ability to maximize revenue potential during the post-pandemic economic recovery phase. However, the analysis of expenditure efficiency reveals that spending management has not yet reached an optimal level, as expenditure realization remained close to the allocated budget limits. These findings demonstrate that strong revenue performance does not necessarily correspond with efficient expenditure control. Consequently, local government financial performance should be evaluated comprehensively by integrating both revenue effectiveness and expenditure efficiency perspectives. This study contributes empirically to public sector accounting literature and offers practical insights for policymakers to strengthen budget control mechanisms and promote sustainable financial management at the regional level.    

The phenomenon of the economic spending patterns of FISH students at Jakarta State University living in the Daksinapati, Pemuda, and Rawamangun Muka areas reflects the socio-economic dynamics of out-of-town students adjusting to independent living in a big city. This study employed a qualitative descriptive approach through in-depth interviews with five informants living in three different boarding houses. The analysis was conducted using Mark Granovetter's (1985) Embeddedness theory, which emphasizes that individual economic actions are always embedded within social networks, norms, and interpersonal relationships that shape their consumption decisions. The results show that student spending is influenced not only by primary needs such as rent, food, and transportation, but also by social relationships within the boarding house and campus, which give rise to latent expenditures such as hanging out, pooling activities, organizational solidarity, and peer lifestyle demands. Thus, the consumption patterns of out-of-town students are not merely individual economic activities but also social mechanisms reflecting the process of adaptation, solidarity, and efforts to maintain integration within the social environment they inhabit.

Changes in intergovernmental fiscal transfer policies and the increasing emphasis on spending efficiency in Indonesia have encouraged regional governments to strengthen fiscal independence through the optimization of locally generated revenues, particularly local taxes. This study aims to evaluate local tax performance as a strategic instrument for supporting regional fiscal autonomy and fiscal resilience under fiscal decentralization. The analysis focuses on regional governments in Lampung Province during Fiscal Years 2019–2023. Using a descriptive quantitative research design, this study employs secondary data obtained from audited regional financial reports. The analytical framework applies a value for money approach to assess local tax effectiveness, complemented by growth ratio analysis to examine revenue dynamics over time. The findings indicate that local tax performance varies considerably across regions, revenue growth remains volatile, and fiscal resilience is more likely to emerge in regions where effectiveness and growth are relatively balanced. Overall, the results suggest that strengthening fiscal autonomy requires not only achieving revenue targets but also ensuring stable and sustainable local tax performance.

Procurement of Government Goods / Services is a government spending mechanism that plays an important role in the utilization of state budget. Construction services are sectors that play an important role in Indonesia's development. Through this sector, the physical progress of development can be seen directly. In practice in general the implementation of procurement of goods / services Government construction often occurs problems, among other things, violations of both the Procurement Procurement procedure and the infringement that are detrimental to the State or the criminal act of corruption perpetrated by the organization of procurement of goods / services Construction. The purpose of this study is to determine the legal arrangements for the procurement of goods / services of construction after Perpres No. 4 Tahun 2015 and To know how the implementation of the application of criminal law of corruption in the field of goods / construction services on the decision No. 42/Pid.sus-TPK/2019/PN.KPG. This research is a normative research using primary data and secondary data. The data were collected through interview method and literature study which then analyzed qualitatively and presented descriptively. Based on the results of research has been done, the authors concluded that (1) has been arranged various legal instruments related to the implementation of procurement of goods / government construction services starting from the Act up to the Presidential Decree as a technical arrangement; and (2) the application of criminal law of corruption to the decision No. 42Pid.sus TPK/2019/PN.KPG has been in accordance with the provisions the provisions of the Act constitution. 20 year 2001 jo constutition No 31 Tahun 1999 about Eradiction Criminal Act of Corruption.

This paper examines the dynamic relationship between the change in economic growth and the indicators of sustainable human development in Iraq between 2004 and 2023. The paper provides an example of what can happen when there is overdependence on oil and a lack of investment in the key areas of the economy, such as education and healthcare, which lead to negative outcomes in the human development indicators in Iraq. The paper uses highly sophisticated analytical and econometric tools to examine the relationship between GDP growth, per capita income, government spending, oil exports, and inflation and their effects on human development in Iraq. The findings show that there is a positive but weak relationship between economic growth and indicators of human development in Iraq. This underscores the need that appropriate policy recommendations be made aimed at diversifying the Iraqi economy and also investing more in human capital to facilitate sustainable economic growth and improvement in the quality of life of the Iraqi people.

Government expenditure is a great reason in economic stability and its impact on the balance of payments is dire. In this light, this paper seeks to use the time series analysis method and the ARDL model to investigate the association between the balance of payments of Iraq and the public spending within the 2004-2023 period. The Eviews 13 software was used to analyse it. The findings show that there is a positive association between spending by the people and balance of payment especially at the short run. The latter findings indicate that the efficiency of government expenditure reform is a necessary tool to accomplish the expansion and close the balance of payments deficit. This study highlights the importance of strategic fiscal policies and government spending in achieving a balanced economy and sustainable growth. Additionally, it emphasizes the need for continuous monitoring and adjustment of public spending to ensure its alignment with national economic objectives. The findings contribute to the understanding of fiscal policy implications in developing economies, especially in the context of Iraq’s economic challenges.  

Per capita expenditure is an important indicator of household welfare because it reflects the economic capacity and consumption patterns of the community, as explained in Engel's Law. In regions with diverse geographical characteristics such as Papua Province, spatial analysis is needed to understand the variations in expenditure between districts/cities and the differences between urban and rural areas. This study aims to analyze the spatial distribution of per capita expenditure percentages for food and non-food items in nine districts/cities in Papua Province during the 2022–2024 period. The research data was sourced from the National Socioeconomic Survey (Susenas). The methods used included quantile-based choropleth mapping using QGIS, attribute data merging through table joins, and Pearson's correlation test to evaluate the consistency of spending patterns between years. The analysis results show that food and non-food spending patterns were relatively stable during the observation period with high correlation values (r = 0,85–0,93), although spatial variations between regions were still apparent. Mamberamo Raya Regency consistently had the highest proportion of food spending (>68%), while Jayapura City showed the lowest proportion. These findings indicate spatial disparities related to urbanization levels and economic access. Spatial visualization proved effective in revealing regional disparity patterns that were not fully apparent through conventional statistical tables and has the potential to support the formulation of more evidence-based regional development policies.