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This research implements RFM (Recency, Frequency, Monetary) analysis to perform customer segmentation and evaluate the effectiveness of marketing campaigns in a retail company. Using a Kaggle dataset, this study identifies customers based on purchasing behaviour and assesses marketing campaign responses for each segment. The analysis reveals that Loyal, VIP, and New Customer segments showed the highest responses, especially in Campaign 6. The findings emphasize the importance of targeting resources on effective segments and campaigns to optimize marketing strategies and maximize ROI. Personalized campaigns based on segmentation can enhance customer retention and align product offerings with customer needs.

This study aims to optimize marketing strategies through RFM (Recency, Frequency, Monetary) analysis on a retail transaction dataset obtained from Kaggle. The dataset contains 64,682 transactions from 5,242 SKUs involving 22,625 customers over one year. Data cleaning and RFM analysis were conducted to segment customers based on recency, frequency, and monetary values. The findings reveal that customers were segmented into groups such as Champions, Loyal Customers, and At Risk. These segments provide valuable insights for developing targeted marketing strategies, such as loyalty programs for high-value customers and retention campaigns for at-risk customers. The study demonstrates that RFM analysis is effective in identifying valuable customer segments and optimizing marketing efforts based on customer behavior. This approach can increase customer retention and improve the return on investment (ROI) in marketing campaigns.

The purpose of this study is to analyse the short-term and long-term economic dynamics based on the Phillips Curve regarding the relationship between inflation and unemployment. The analysis results show that there is an inverse relationship between inflation and unemployment when viewed from the Phillips Curve model in the short-term. The concept of the Natural Rate of Unemployment (NRU) and the Non-Rapid Inflationary Unemployment Rate (NAIRU) emphasizes that the relationship between inflation and unemployment in the long term will weaken due to people's inflation expectations. The results of the study also show that globalization and rapid technological developments are increasingly blurring the traditional relationship between inflation and unemployment, and the importance of adaptive monetary and fiscal policies. The results of this study provide insight for policymakers to formulate more effective strategies to manage inflation and unemployment.

In this modern era, handling environmental issues such as climate change and waste management is becoming increasingly crucial. The Waste Bank Program in South Rejowinagun plays a central role in the Climate Village initiative, aiming to increase community awareness of waste management through sorting and recycling. This initiative relies on active community participation to reduce the amount of waste sent to landfills and lower greenhouse gas emissions, thereby contributing to environmental cleanliness and climate change mitigation. Apart from positive ecological impacts, the Waste Bank also creates economic opportunities for the community by implementing a waste "savings" system, where each separated type has monetary value. The methods used, including lectures, counselling and training, are designed to educate the public, including PAUD children, about the importance of effective waste management. Although this program has shown positive results, challenges like a lack of public understanding remain. To overcome this and increase program effectiveness, a more intensive educational approach and strengthening collaboration networks between communities are needed.

This study aims to determine the effect of monetary policy on economic growth. This study uses the Vector Autoregression method by completing the assumption test and estimation on the research variables of inflation, investment, credit, interest rates and gross regional domestic product. Time series research data from 2003-2022 sourced from the Central Bureau of Statistics of North Sumatra (BPS) SUMUT with the results obtained are inflation and interest rates give the results that inflation is influenced by investment and credit, until investment affects gross regional domestic product. Then credit also affects inflation and interest rates and gross regional domestic product is influenced by investment and credit. Thus, in determining policies that encourage economic growth the government must consider a more coordinated monetary policy strategy to deal with the dynamics of strengthening interest rates, controlling inflation, can be measures that support economic stability.

This research attempted to analyze the impact of financial and economic shocks in a number of developing countries that are similar in terms of the size of the economy and the diversity of its economic structure, as well as the similarity in the quality of the exchange systems used to demonstrate the extent of the monetary authorities’ ability to target inflation in light of the occurrence of shocks of various types and forms during the research period, in addition to This is an indication of the extent of the diversity of the economy and its connection to those shocks, as the oil sector constitutes a large portion of the gross domestic product of the countries of the research sample, with this being lower for the Emirati economy, and this matter made the Iraqi economy to be more affected by the economic crises and shocks that occurred during the period of the study compared to other economies. Saudi Arabia and the Emirates, where the Saudi economy comes in second place in terms of being affected by these shocks, followed by the Emirati economy, which had the least impact. The research variables (inflation, public revenues, and gross domestic product) were also closely linked to the occurrence of both positive and negative financial and economic shocks. When countries face a positive economic shock, the economic situation in the sample countries improves, and the research variables tend to increase, and vice versa when those countries face a shock. Negative, taking into account the varying rates of impact and response, especially with the UAE economy.

This study aims to analyze and explain the enforcement of criminal law against perpetrators of corruption for state losses at PT Asuransi Jiwasraya. As well as explaining the accountability of perpetrators of corruption for state losses in the use of customer funds at PT Asuransi Jiwasraya through Cassation Decision Number 2931 K / Pid.Sus / 2021 and government efforts to provide protection to customers or policyholders of PT. Asuransi Jiwasraya. This study employs a normative legal research methodology. The study's findings demonstrate that PT Asuransi Jiwasraya's criminal law enforcement is following the guidelines laid out in Law Number 31 of 1999, as revised by Law Number 20 of 2001, when it comes to prosecuting those responsible for causing state losses due to corruption. The formulation demonstrates the efficacy of current legal regulations in handling the Jiwasraya case and protects the interests of public investors and shareholders. It contains specific elements and is subject to a specific sentencing system. Corruption at PT Asuransi Jiwasraya has resulted in monetary losses for the state. This is due to the defendant's substantial acts, which satisfy the criteria for a "Criminal Act" and a "error" that can be either "intentional" or "dolus" according to the trial evidence. This conclusion is reached in Cassation Decision Number 2931 K/Pid.Sus/2021. Customers or policyholders of PT. Asuransi Jiwasraya are protected through repressive legal measures, specifically through criminal channels, against those who have been proven to have violated the Corruption Crime Law, Article 55, paragraph 1, number 1, and Article 2 paragraph 1.

This study explores human complexity and its impact on macroeconomic development. The main focus is on the buyer's mental variables, such as financial assumptions and courage, and how these elements influence business utilization and behavior. Information from measured studies and investigations shows that positive monetary assumptions will often strengthen financial movements, while vulnerabilities or negative assumptions can hinder monetary developments. The proposed strategy suggestions include clear correspondence to rebuild public confidence and appropriate monetary enhancement arrangements. By understanding these elements, this exploration provides further insight into the collaboration between shopper brain science and macroeconomics, which is important for planning compelling strategic systems in the face of advanced economies.    

This study examines the influence of monetary policy, particularly interest rates, on economic stability in the TIMI countries (Thailand, India, Malaysia, and Indonesia). It underscores the vital role of interest rates in controlling inflation and stimulating economic growth. Utilizing a Vector Autoregression (VAR) model, the research analyzes the reciprocal relationships between crucial economic indicators such as GDP, CPI, exchange rates, consumption, interest rates, and trade balances from 2008 to 2022. For instance, adjustments in interest rates can influence investment levels, consumption patterns, and inflation rates, thereby affecting overall economic activity. The Granger causality tests indicate that short-term relationships between these variables are insignificant, but long-term interactions are evident. This supports the Johansen cointegration results, which confirm two cointegrated equations at the 5% significance level. The study emphasizes maintaining interest rate stability for sustainable economic growth and price stability. It highlights that fluctuations in interest rates, influenced by global economic conditions and domestic economic policies, play a crucial role in the economic performance of TIMI countries. Recommendations for central banCM include implementing responsive and adaptive interest rate policies to manage inflation, foster economic growth, and maintain exchange rate stability. This approach is essential for addressing disparities in income, education, healthcare, and technology access, which are critical for equitable economic development. In conclusion, this research underscores the importance of a nuanced understanding of monetary policy's impact on economic stability and the need for coordinated efforts between fiscal and monetary authorities to achieve long-term

Study This study about policy Islamic monetary , which includes base theoretical , implementation in various countries, as well its impact and effectiveness . Policy Islamic monetary , which is based on principles sharia like prohibition usury , emphasis on sectors real , and principle for result , aim For create stability economy and justice socio-economic . The implementation varies in different countries, with some countries implement it system Islamic finance​ full and others using a hybrid model. Research methods used​ is review literature , which involves collection , analysis , and synthesis various source secondary like books , articles journals , and reports relevant research .​ Research result show that policy effective Islamic monetary in control inflation , pushing growth sustainable economy , and improve stability finance . However , challenges still There is in matter standardization practice between countries and integration with system global finance . This study emphasize importance innovation instrument finance sharia and improvement Work The same international For increase effectiveness policy Islamic monetary future .  

This study aims to analyze the best-selling ice cream sales data in 2022 from the Mixue Karangjati franchise in Semarang Regency, as well as calculate the contribution margin ratio (RCM) and break-even point (BEP) in units and monetary value for each item. Sales data and related costs are processed to gain insights into the company's financial performance. The analysis results indicate that the RCM for the year 2022 is 7.4%, while the BEP in units and monetary value has been calculated for each item. Additionally, planning recommendations for the future are provided, including product diversification, cost monitoring, technology utilization, and service quality improvement. This study provides crucial insights for management in financial planning and strategic decision-making to achieve the company's business goals.

The impact of unemployment is divided into two aspects seen from economic development, namely the impact of unemployment on a country's economy and the impact of unemployment on the economy of individuals who experience it and society. The aim of this journal is to determine the impacts of unemployment on Indonesia's social and economic stability. The method used is the descriptive-qualitative analysis method. The results of this journal explain that unemployment can cause consumption to decrease, because unemployment can reduce household income, which as a result can reduce consumer spending. Overall, the social impact of unemployment can be very detrimental to Indonesian society, causing economic and psychological stress for those affected. Therefore, it is important to implement policies and programs that aim to reduce unemployment rates and support people who have difficulty finding work.

  Abstract, Fiscal and monetary policies have an important role in sustainable economic growth in Indonesia. This research aims to evaluate the effectiveness of fiscal and monetary policies in achieving sustainable economic growth. The research method applied is descriptive analysis using secondary data obtained from various trusted sources. The research results show that fiscal policy, which includes budget regulation, taxes and subsidies, has made a positive contribution to economic growth. However, efforts are still needed to improve the efficiency of budget management and transparency in the use of public funds. Meanwhile, monetary policy, which includes setting interest rates and the money supply, also has a significant impact on economic growth. However, the need to balance price stability and economic growth remains a challenge. In conclusion, to achieve sustainable economic growth, close coordination between fiscal and monetary policies is needed. In addition, comprehensive structural reforms and increasing institutional capacity are very important to create a supportive environment to ensure sustainable economic growth in Indonesia.

The aim of this research is to analyze the Application of Management Accounting to Company Financial Performance. This research uses qualitative research with a literature study research method. The research results show that the application of management accounting which includes finance, production and marketing will help each division manager start and make definite decisions. So the application of management accounting needs to be implemented on an ongoing basis with the aim of implementing maximum financial performance for each company. Focusing on financial performance, management accounting will provide precise information based on company data in financial reports and journals which will also be used as insight into non-financial performance. The usefulness of executive bookkeeping relies on the idea of ​​proper administration and bookkeeping, in introducing monetary data that is useful for the organization to carry out the most practical arrangement, supervision, direction and portion of assets, thus requiring good administration. The application of accounting management in a company found that to see financial performance it was necessary to measure financial conditions using data and information from the company's annual financial report each year.  

This article is written because of the complex relationship between Inflation and economic growth and their often mutual influence on each other. At low and stable inflation rates, inflation can have a positive impact on economic growth. Moderate inflation often reflects strong demand in the economy, which encourages firms to increase production and investment. However, when hyperinflation occurs, it can damage the economy. this article is a literature review of various scientific articles on the relationship between inflation and growth. The data collection method is by document method and analyzed descriptively. From the articles reviewed, various findings were obtained stating that the relationship between inflation and economic growth is strongly influenced by the inflation rate, inflation expectations, and other macroeconomic conditions. Moderate and stable inflation tends to support economic growth, while high and uncontrolled inflation has significant negative effects. Prudent monetary policy is essential to keep inflation within limits that can support sustainable economic growth. To stabilize the economy, the role of the Central Bank is needed in controlling the money supply so that it does not decrease the value of money.

This research analyzes Islamic monetary policy and state revenues in the context of economic growth, especially in Indonesia. Monetary policy is the government's effort to improve economic conditions by regulating the amount of money in circulation. In the context of an economic crisis, monetary policy becomes important to balance the real sector and overcome the problem of currency value and the role of money as a commodity that sells interest or usury. This research reveals that monetary policy has input in the form of monetary policy instruments that influence the amount of money in circulation, while the output includes price stability and economic output. Islamic monetary policy is emphasized as a policy that must be free from usury and interest, following the principle of profit sharing in money management. Apart from that, this research also reviews monetary policy during the time of Rasulullah SAW, where monetary management was based on the principle of baitul mal and the allocation of funds for the spread of Islam, education, infrastructure development and social welfare. an Islamic economic perspective, monetary policy must pay attention to economic welfare with full employment opportunities, socio-economic justice, income distribution, and stability of the value of money. This refers to the principles of maqasid sharia in creating balance and prosperity for society. Monetary policy in Indonesia, led by Bank Indonesia, uses various instruments such as reference interest rates, open market operations, provision of liquidity, regulation of storage facilities, and reserve requirements. mandatory to achieve price stability, economic growth and financial system stability. This research provides in-depth insight into the importance of Islamic monetary policy in achieving macroeconomic goals and its impact on economic growth in Indonesia.

The government's role in Islamic economics is very significant, not only in regulating public aspects in accordance with Islamic principles, but also in financial matters such as managing basic needs, creating jobs, and maintaining the stability of the value of money. Public authorities need appropriate arrangements to steer the economy in the desired direction. One of the strategies used is financial regulation, which aims to control the money supply so that economic growth is stable, the cost of living is affordable, and jobs are available. This research aims to explore how the financial approach works from an Islamic perspective in depth. In the context of Islamic economics, the task of public authorities is to ensure that Islamic principles apply in terms of free income, interest-free economy, and money management in accordance with Islamic principles. Financial regulatory instruments also go beyond the use of open markets and custody of money, including in terms of distribution of credit, proportion of advances, and benefits in accordance with Islamic rules. This journal explores the relationship between monetary policy and economic development from an Islamic perspective. The focus is on the government's role in regulating monetary policy to achieve stable and sustainable economic growth in accordance with Islamic principles. The discussion includes financial management strategies that include controlling the money supply, stability of the value of money, and development of an interest-free economy. By considering the basis of free income in Islamic economics, this journal also highlights monetary policy instruments that are in accordance with Islamic values, such as credit distribution and benefit proportions that follow Islamic rules. This research aims to provide in-depth insight into how monetary policy can be implemented effectively in the context of Islamic economics, as well as implications and suggestions for sustainable economic development from an Islamic perspective.

Monetary policy in Islamic economics is an important aspect in maintaining economic stability and promoting the welfare of the people. In the Islamic economic paradigm, monetary policy aims to create a balance between sustainable economic growth and fair distribution of wealth. Principles such as fairness, sustainability and fairness are the basis for formulating monetary policy. First, monetary policy must ensure that the creation of new money is carried out responsibly, avoiding inflation that is detrimental to society. In addition, the Islamic monetary system encourages the use of financial instruments based on sharia principles, such as mudharabah and musyarakah, which encourage healthy economic participation. Second, monetary policy must pay attention to aspects of wealth redistribution to reduce economic inequality. This can be achieved through collecting zakat, infaq and sadaqah as well as channeling funds to sectors in need, such as education, health and poverty alleviation. By implementing monetary policy in accordance with Islamic economic principles, it is hoped that an economy that is inclusive, sustainable and fair can be realized for all members of society.

The role and function of Bank Indonesia as the central bank is crucial to revitalize the goal of maintaining and preserving the value of the rupiah, which is an important part of sustainable economic growth that will improve people's welfare. This goal is part of the economic recovery and reform policy that will help Indonesia get out of the middle economic crisis. The purpose of this study is to determine the development of the status, position, and duties of the central bank. This research uses the literature method. In 1968, Bank Indonesia's functions and responsibilities as the central bank began to diminish. In 1999, it was again responsible for safeguarding and maintaining the value of the rupiah. Its central bank work consists of three main pillars: setting and implementing monetary policy, maintaining a smooth payment system, and maintaining the stability of the national financial system. To improve people's quality of life, Bank Indonesia is also responsible for acting as a development agent.    

This study focuses on the effectiveness of supervision and regulation conducted by Bank Indonesia (BI), the Financial Services Authority (OJK), and the Deposit Insurance Corporation (LPS) in maintaining financial system stability in Indonesia. (LPS) in maintaining financial system stability in Indonesia. Through a qualitative qualitative approach with a literature review method, this research explores the role of each institution and identifies potential overlaps in each institution and identifies potential overlapping regulations that could affect national financial stability. can affect national financial stability. The results show that BI, through consolidated supervision and macroprudential policies, plays a significant role in maintaining monetary and financial stability. OJK, with its overarching mandate over the financial services sector, has implemented various regulations to ensure the integrity and stability of the financial system. to ensure the integrity and stability of the financial system. LPS contributes by guaranteeing customer deposits and handling failed banks, as well as coordinating with BI and OJK to maintain banking stability. with BI and OJK to maintain banking stability. To improve effectiveness, it is recommended to strengthen inter-agency coordination, regulatory harmonization, supervisory capacity, macroprudential policy, education and transparency, and international collaboration to maintain financial system stability, support sustainable economic growth, and improve public welfare.