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Analytics

Lambertus, Yohanes; Herdi , Henrikus; Yecci Noeng , Amanda

Jurnal Projemen UNIPA 2026 Universitas Nusa Nipa Maumere

This study aims to analyze the process and implications of changes in the General Budget Policy (KUA) and the Temporary Budget Priorities and Ceilings (PPAS) on the preparation of the Revised Regional Revenue and Expenditure Budget (APBD) for the Fiscal Year 2025 at the Regional Financial and Asset Management Agency (BPKAD) of Sikka Regency. The research employs a qualitative descriptive approach using secondary data in the form of planning and budgeting documents as well as internship activity results. The findings indicate that the preparation process of KUA–PPAS has been conducted in accordance with applicable regulations, starting from planning based on RPJMD and RKPD, formulation by the Regional Government Budget Team (TAPD), and discussions with the Regional House of Representatives (DPRD), supported by the SIPD system. Changes in KUA–PPAS are influenced by internal factors such as discrepancies in revenue and expenditure realization, program shifts, and the utilization of budget surplus (SiLPA), as well as external factors including central government policy changes, macroeconomic conditions, and emergency situations.

Alya Astrie Yonanda; Candra Mustika; Parmadi Parmadi

JURNAL EKONOMI BISNIS DAN MANAJEMEN (JISE) 2026 CV. ALIM'SPUBLISHING

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).

Dita Prihartati; Fadhila Atika Najmi; Salma Abinawa Nurra Majid

Jurnal Ekonomi, Akuntansi, dan Perpajakan 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Village governance plays an important role in supporting the effectiveness of development planning and improving community welfare. This study aims to analyze financial management governance and the process of preparing the Village Revenue and Expenditure Budget (APBKal) in Kalurahan Poncosari, Bantul Regency, for the 2025 fiscal year. This research employs a qualitative approach using a case study method, involving in-depth interviews with key informants and documentation analysis of relevant regulations and financial reports. The results show that financial management in Kalurahan Poncosari has been implemented systematically through the stages of planning, implementation, administration, reporting, and accountability in accordance with applicable regulations. The planning process is conducted in a participatory manner through tiered community deliberations, such as hamlet-level deliberations and village development planning deliberations, involving residents. In addition, the use of digital systems such as E-RAB and Siskeudes supports transparency and administrative order. However, challenges remain, including limited budget flexibility due to mandatory programs from central and regional governments, limited human resource capacity, and shifts in community participation patterns. In conclusion, the governance of APBKal in Kalurahan Poncosari demonstrates compliance and accountability; however, improvements in administrative capacity and fiscal flexibility are needed to better respond to community needs.

Husna, Rizky Wirdatul; Rinaldi, Yanis; Yusri , Yusri

International Journal of Sociology and Law 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

The provision of grants by local governments to vertical agencies of the central government often raises legal tensions over local fiscal autonomy. This study aims to examine the implications of such grant disbursements through the lens of the General Principles of Good Governance (AUPB) and the principles of good financial governance. Employing a normative legal research method, this study analyzes the coherence between the discretionary powers of regional heads and the standards of clean governance. The research findings indicate that grant policies for central government agencies often disregard the principles of prudence and utility, with local budget allocations instead used to fund matters constitutionally the responsibility of the central government (the State Budget). This practice has the potential to become a source of abuse of authority (detournement de pouvoir) if not grounded in objective parameters of local public needs. This study concludes that evaluating grant policies through the AUPB framework, particularly regarding transparency, accountability, and participation, is crucial to preventing local financial subordination. More restrictive regulatory reforms are needed to ensure that grant expenditures remain focused on improving the quality of public services and community welfare at the local level without compromising national fiscal stability.

Telsa Paputungan; Irawaty Igirisa; Rahmatia Pakaya

Perspektif Administrasi Publik dan hukum 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

This research aims to analyze the effectiveness of the implementation of the staple food assistance program in Tapadaka Satu Village, Dumoga Tenggara Sub-district, Bolaang Mongondow Regency, Sulawesi Utara Province. The main sub-focus of this research includes five aspects of effectiveness measurement proposed by Sutrisno (2018), namely: (1) program understanding, (2) target accuracy, (3) timeliness, (4) achievement of objectives, and (5) real change. This research employs a qualitative, descriptive research approach. Data collection techniques include interviews, observation, and documentation. The results indicate that the implementation of the staple food assistance program in Tapadaka Satu Village has not been fully effective. In terms of program understanding, socialization has been conducted by the Social Affairs Office and village government, but some beneficiary families still do not fully understand the program’s mechanisms, rights, and obligations. In target accuracy, discrepancies in beneficiary data persist due to changing socio-economic conditions and the suboptimal updating of DTSEN data. In timeliness, assistance distribution generally follows the mechanism, but delays in fund disbursement still occur. In achieving objectives, the program helps reduce beneficiary families’ food expenditure burden, although delays affect results. Lastly, real change remains limited, short-term, and has not significantly improved community welfare.

Suhantoro

Journal of Economic Empowerment and Community Service 2026 STIE Cendekia Karya Utama

This community service activity aims to improve the competency of Regional Apparatus Work Unit (SKPD) personnel in preparing monthly, quarterly, and semi-annual financial statements in accordance with Government Accounting Standards (SAP). This activity uses a participatory approach through Focus Group Discussions (FGD) involving 95 participants consisting of Financial Administration Officers and expenditure treasurers from various SKPDs in the Semarang City Government. The evaluation indicators included participant participation, improvement of understanding, identification of reporting problems, and formulation of follow-up actions. The finding, based on the results of the post-test, an average of 80% of participants showed improvement, particularly in account classification, transaction recording, and periodic report preparation. The FGD identified four major issues: limited mastery of financial information systems, data input errors, insufficient competent human resources, and weak inter-unit coordination causing delays in report submission. As post-FGD outcomes, participants agreed on the need for continuous technical training, standardized operating procedures, optimization of information system integration, and the establishment of a reporting coordination forum. These results provide evidence that FGD was effective not only in evaluating participants’ competencies but also in generating practical solutions to enhance transparent and accountable regional financial governance.

Reni Isuntari

Jurnal Manajemen Riset Inovasi 2026 Pusat Riset dan Inovasi Nasional

This study aims to examine the level of regional financial independence and various financial ratios in assessing the performance of regency and city governments in the Special Region of Yogyakarta (DIY) for the 2019–2024 period. The method employed is a descriptive qualitative approach supported by quantitative data in the form of Budget Realization Reports (LRA). Performance measurement was conducted through several key indicators, including independence, effectiveness, efficiency, and growth ratios. The results indicate that the level of fiscal independence remains relatively low, characterized by a high dependency on transfer funds from the central government. On the other hand, the effectiveness ratio shows good achievement, as most regions were able to meet their revenue targets, particularly from Local Own-Source Revenue (PAD). However, the efficiency of expenditure management remains uneven across regions. Furthermore, the revenue growth ratio shows fluctuations influenced by economic conditions, including the impact of the pandemic. Overall, regional financial performance still needs to be improved, especially in strengthening fiscal independence and optimizing PAD potential.

Valen Kado, Kristina; Rengga, Andreas; Herdi , Henrikus

Jurnal Projemen UNIPA 2026 Universitas Nusa Nipa Maumere

  The implementation of the Regional Government Information System (RGIS) represents a strategic initiative by the government to achieve transparency and accountability in regional financial management. However, the effectiveness of this system is highly contingent upon the quality of initial data input. This study aimed to analyze the phenomenon of expenditure code input errors at the Regional Financial and Asset Management Agency (BPKAD) of Sikka Regency and their subsequent impact on the accuracy of the Budget Realization Report (LRA). Employing a descriptive qualitative methodology, this research utilized data collection techniques including participatory observation, in-depth interviews, and document verification, conducted during an internship in the Accounting Division of BPKAD Sikka Regency. The findings reveal that misclassification between capital expenditures (CAPEX) and goods and services expenditures (OPEX) occurs frequently. This is primarily attributed to the complexity of account nomenclature and the rigid, "centrally locked" nature of the SIPD system. Consequently, these input errors lead to a distortion of information within the LRA and an overstatement of fixed assets on the Balance Sheet. This study concludes that a stringent document verification mechanism within the Accounting Division plays a pivotal role as an internal control to ensure the integrity and reliability of regional financial reports prior to their publication.

Ayu Kartini Parawansa; Aslam, Annisa Paramaswary

Jurnal Riset Rumpun Ilmu Tanaman 2026 Pusat riset dan Inovasi Nasional

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.

Alya Nurhasani; Ade Budi Setiawan; Dea Julfani; Firda Fauziah; Hilman Ariyansyah +1 more

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

This study aims to analyze the financial performance of the East Java Provincial Government based on the Budget Realization Report (LRA) for the 2022–2024 period. This study is important to assess the effectiveness of revenue achievement and the efficiency of regional expenditure management. The research method used is quantitative descriptive with secondary data in the form of Budget Realization Reports obtained through documentation techniques. Data analysis was performed using financial ratio analysis, namely effectiveness and efficiency ratios. The results show that the revenue performance of the East Java Provincial Government is in the highly effective category, as reflected in the realization of revenue that was able to reach and even exceed the budget target. However, regional expenditure performance is still considered inefficient because the realization of expenditure is close to the set budget. The conclusion of this study shows that even though revenue optimization has been achieved, the local government still needs to improve expenditure control so that regional financial management becomes more efficient in the future.

Najma Nur Kamila; Ade Budi Setiawan; Nina Novitasari; Srikandi Pramudia Putri; Tanissiya Anggun Fatimah +1 more

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

This study aims to measure the financial performance of the Government of West Java Province during the 2020–2024 period based on the analysis of the audited Budget Realization Reports. The research uses a descriptive quantitative approach with secondary data obtained from the Regional Financial Statements. Financial performance is measured through several ratios, namely the effectiveness ratio of Regional Original Revenue, regional financial efficiency ratio, regional financial independence ratio, and expenditure harmony ratio. The results show that the effectiveness of Regional Original Revenue fluctuated, with effective performance only in 2022 and 2024, while in other years it was categorized as ineffective. The efficiency ratio also indicated inconsistency, where inefficiency occurred in 2020, 2021, and 2023, and efficiency was achieved in 2022 and 2024. The regional financial independence ratio showed a relatively high level, reflecting low dependence on central government transfers, although there was a slight decline in 2023–2024. The expenditure harmony ratio indicated that budget allocation was still dominated by operational expenditure compared to capital expenditure. The findings imply the need for improving revenue optimization and more balanced expenditure allocation to support sustainable regional development.

Ade Budi Setiawan; Siti Rachma; Haklima Bintang Wulandari; Pitriani Dwi Agustin; Ristya Cahya Khaerunissa +2 more

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

Regional government financial performance is a strategic indicator for assessing the success of regional autonomy implementation, particularly in managing public finances in an effective, efficient, transparent, and accountable manner. This study aims to analyze the financial performance of the Government of West Nusa Tenggara Province (NTB) during the 2018–2022 period using a regional financial ratio analysis approach. The research employs a descriptive quantitative method utilizing secondary data obtained from the Budget Realization Reports (LRA) and the Regional Government Financial Statements (LKPD) that have been audited by the Audit Board of the Republic of Indonesia (BPK). The analysis is conducted by calculating regional financial ratios, including the financial independence ratio, the effectiveness ratio of Regional Original Revenue (PAD), the efficiency ratio of regional finances, the activity ratio (expenditure harmony), and the revenue growth ratio. The results indicate that the financial performance of the Government of West Nusa Tenggara Province has generally improved. The regional financial independence ratio falls within the participatory category with an average value of 57.81%, reflecting a gradual reduction in dependence on central government transfer revenues, particularly in 2022. The effectiveness ratio of PAD is categorized as moderately effective, with an average of 92.84%, although it fluctuates due to increases in revenue targets that were not fully matched by actual revenue realization. The regional financial efficiency ratio consistently remains in the efficient category, indicating the local government’s ability to control expenditures relative to revenues. Furthermore, the activity ratio analysis shows a shift in expenditure composition from operating expenditure toward capital expenditure, indicating an increased orientation toward development and long-term investment. The growth ratio reveals a significant increase in PAD in 2022, accompanied by a decline in transfer revenue growth.

Dian Kesuma; Eddy Purnama; M. Jafar

IJLS (International Journal of Law and Society) 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

Article 170 paragraph (1) of Law Number 1 of 2022 concerning HKPD emphasizes the synchronization of fiscal planning and policy for integrated national development. However, in the APBA (Aceh Provincial Budget) planning, discrepancies persist between the Aceh Government’s documents and the central fiscal policy direction, leading to synchronization that remains administrative rather than substantive. This issue is further complicated by Aceh's special status under Law No. 11 of 2006, which results in differences in macro indicators, program structure, and a lack of substantive participation from Aceh, creating epistemological inequality and structural injustice in central-regional financial relations. The research aims to understand why APBA management planning is not fully synchronized with government policy and to explore the ideal procedure for achieving synchronization, considering Aceh’s unique autonomy. This study is a normative juridical analysis using a legislative, conceptual, historical, and futuristic approach, with the application of authority theory, policy suitability theory, asymmetric decentralization theory, and good governance principles. The findings reveal that the lack of synchronization is caused by procedural issues, such as the absence of integration between RKPD (Regional Government Work Plan) and RKP (National Government Work Plan) schedules, the lack of a mechanism for reducing KEM-PPKF indicators, unclear fiscal support evaluation, and absence of guidelines and sanctions. Additionally, there are substantial issues like the incompatibility of Aceh's macro indicators with national targets. To achieve ideal synchronization, normative legality, equal central and regional authority, and integrated planning systems are needed.

Tripustikasari, Eka

Jurnal Kendali Akuntansi 2026 International Forum of Researchers and Lecturers

Limited access to adequate housing remains a major challenge for low-income households in Indonesia, including in Banyumas Regency. The subsidized housing program has been implemented as a public policy instrument to improve housing affordability while enhancing social and economic welfare. This study aims to analyze the role of subsidized housing in improving housing access and the economic conditions of low-income communities in Banyumas Regency. The research adopts a qualitative approach using a documentation study method by collecting and analyzing policy documents, official government reports, scholarly journal articles, and relevant publications related to subsidized housing and the socio-economic conditions of low-income households. Data analysis was conducted through content analysis to interpret the role of subsidized housing based on indicators of housing affordability and household economic impacts. The findings indicate that subsidized housing significantly reduces the housing cost burden of low-income households from levels exceeding the affordability threshold to a more economically manageable range. The reduction in housing expenditure contributes positively to household economic stability by allowing savings and reallocation of income toward productive needs such as education, healthcare, and financial security. However, the effectiveness of subsidized housing in improving economic outcomes is still influenced by location and accessibility of housing areas. This study concludes that subsidized housing plays a crucial role in expanding housing access and improving the economic conditions of low-income communities, while requiring integrated and sustainable policy support to maximize its long-term benefits.

Novi Aulia Ramadhani; Arief Bachtiar

International Journal of Economics, Commerce, and Management 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study examines the impact of capital expenditure, balancing funds, and local revenue on economic growth in the former Besuki Residency area, covering Banyuwangi, Jember, Situbondo, and Bondowoso Regencies during the 2014-2024 period. Using path analysis on panel data and individual district analysis, the study investigates the direct, indirect, and mediating effects of local revenue as an intervening variable. The results show that all three independent variables significantly affect economic growth in the panel data for all four regencies. Capital expenditure has a significant direct effect only in Bondowoso Regency and overall panel data, but is insignificant in Banyuwangi, Jember, and Situbondo. Balancing funds exhibit a significant direct effect across all regions, while local revenue has a consistent direct effect in all regions and panel data. The mediating role of local revenue is inconsistent, with the indirect effect of capital expenditure through local revenue being insignificant in all regions. On the other hand, the indirect effect of balancing funds through local revenue is significant in Banyuwangi, nearly significant in Jember and Situbondo, and insignificant in Bondowoso. These findings highlight the complexity of fiscal dynamics in decentralization, where local revenue management and governance factors are crucial. The study supports previous research suggesting that central fiscal transfers are less effective without strong local revenue support. Local governments are encouraged to enhance local revenue autonomy to maximize the multiplier effect of capital expenditures and balancing funds, fostering sustainable economic growth.

Dito Aditia Darma Nst; Rinawati Tumanggor; Minar Berutu; Jeff Sibuea; Antonius Piaman Telaumbanua

International Journal of Management 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Regional financial management in the era of decentralization demands absolute transparency and accountability from local governments to the public. This article is the result of a Public Sector Audit Project aimed at critically analyzing the interrelationship among the three main pillars of auditing: financial accountability, regulatory compliance, and performance effectiveness through the Value for Money framework (3E: Economy, Efficiency, and Effectiveness). The methodology employed is descriptive qualitative research using document analysis techniques on Audit Reports (Laporan Hasil Pemeriksaan/LHP) and regional financial management regulations. The findings reveal an “accountability paradox,” where the achievement of an Unqualified Opinion (Wajar Tanpa Pengecualian/WTP) does not fully correlate with the absence of corruption practices or improvements in public welfare. The study identifies procurement of goods and services as well as grant expenditures as areas particularly vulnerable to non-compliance. Furthermore, the effectiveness aspect of budgeting is often neglected due to the predominantly administrative focus of audits. This article recommends transforming the role of Government Internal Supervisory Apparatus (APIP) into strategic partners, strengthening auditor independence, and integrating information technology–based audits to mitigate maladministration risks and ensure tangible economic benefits for society.

Aqeel Gatea Jabbar; Rawad Kareem Salloomi

Jurnal Pajak dan Analisis Ekonomi Syariah 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The study aimed to find out the nature of the budget, know the modern techniques of preparing and implementing the budget, and the consequences of preparing budget based on the modern techniques on performance of government. The descriptive-analytical approach was used to meet the objectives and hypotheses of the research. The data was gathered through a questionnaire whereby 60 questionnaires where distributed to a sample population of accountants working in the Financial Affairs Department at the General Directorate of Education in Wasit Governorate (Iraq), and 57 questionnaires were collected to establish the views of the accountants regarding the effect of preparing and implementing budgets under the modern techniques on the government performance. This paper came up with a number of conclusions. Preparation of the general budget of the state is a technical and political process that involves and is involving different actors in the state. The budget preparation process is a technical process since it involves numerous key calculations that can be used to quantify the anticipated revenues, the cost of activities likely to be obtained in the year and estimation of the planned expenditures. The process of preparing the budget through the traditional ways (line-item budgeting) does not contribute to the optimal planning and budget allocation of the state and, therefore, the fulfillment of the goals laid out by the countries. This paper advises on the need to focus on the current approaches in the budget preparation because they enhance governmental performance, enhance the effectiveness and efficiency of state expenditures, strive to diversify the income, and convert the policies and goals of the state into a definite and actualized reality on the ground, with the help of standards and indicators that modern means of preparing the budget have offered. And to act to modernize the budget system in Iraq, profiteering with the experience of other countries in this domain, and that modernization be a progress, commencing with the budgeting of some ministries or departments within ministries and bodies gradually with the aim of acquiring more experience and expertise, and then meet the impediments which will emerge to proceed to a complete transition.

Ndandung Akbar Safii; Dika Puspitaningrum

Jurnal Kendali Akuntansi 2026 International Forum of Researchers and Lecturers

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.    

Olis Bawode; Arifin Tahir; Yacob Noho Nani

Kajian Administrasi Publik dan ilmu Komunikasi 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

The Non-Cash Food Assistance Program (BPNT) is a government policy aimed at reducing the expenditure burden of poor households through the provision of food assistance in non-cash form. However, its implementation at the village level still faces various challenges. This study aims to analyze the effectiveness of the BPNT Program in Tolotio Village, Tibawa District, Gorontalo Regency, and to identify the factors influencing its implementation. This research employed a qualitative approach with a descriptive method. Data were collected through in-depth interviews, field observations, and document analysis involving village government officials, the Social Affairs Office, BPNT facilitators, and beneficiary communities. The results indicate that the implementation of BPNT in Tolotio Village is relatively effective in supporting food needs and enhancing the independence of Beneficiary Families (KPM). Nevertheless, several issues remain, including inaccurate targeting of beneficiaries, limited technological literacy, and insufficient transparency and updating of beneficiary data. The factors affecting program effectiveness include the availability of implementing resources, the support of physical facilities and technology, the effectiveness of communication among stakeholders, and the level of community acceptance and response. The findings imply the need for regular data updating, improved socialization, and strengthened coordination and supervision to ensure that the BPNT Program is implemented more fairly, accurately targeted, and sustainably.

Ameliya Ameliya; Yumna Khairi Amani Piliang; Annisa Hidayah; Eka Sri Hartini Hasibuan

Algoritma : Jurnal Matematika, Ilmu pengetahuan Alam, Kebumian dan Angkasa 2026 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This study aims to apply the Principal Component Analysis (PCA) method to identify the main factors influencing poverty in North Sumatra Province. Poverty rates in this region show significant variations among districts and cities, influenced by differences in social, economic, educational, and basic facility availability. The data used in this study include eleven indicators related to population, education, health, access to basic services, and economic conditions. All variables were initially normalized to ensure they had comparable scales, then PCA feasibility tests were conducted using MSA, KMO, and Bartlett's test, which indicated that the data were eligible for further analysis. The results of the PCA revealed three main components explaining a total of 69.91 percent of the variation. The first component represents regional population and economic factors, with the largest contributions coming from population density, open unemployment rate, and per capita expenditure. The second component reflects household living conditions, such as access to clean water, adequate sanitation, and health complaints. The third component describes the educational dimension through indicators of the population aged at the primary and secondary school levels. These findings indicate that poverty in North Sumatra is influenced not only by economic factors but also by the quality of basic services and education levels among the population. Therefore, this research is useful for policymakers at the central and regional government levels to consider the factors influencing the increase in poverty in North Sumatra.