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Ketidaksesuaian kualitas pada proses assembly sepatu kulit kerap memicu siklus rework berulang yang menguras sumber daya waktu maupun biaya produksi secara signifikan. Penelitian ini mengkaji mekanisme pengendalian cacat yang diterapkan pada Product D-01 di Lini C PT XYZ, dengan menggunakan DMAIC sebagai kerangka perbaikan utama serta Pareto, P-Chart, Fishbone Diagram, 5 Whys, Failure Mode and Effects Analysis (FMEA), dan Cost of Quality (COQ) sebagai alat pendukung. Data primer bersumber dari catatan produksi internal perusahaan, pengamatan lapangan, dan wawancara terstruktur bersama pengawas produksi dan staf quality control. Pengukuran baseline menunjukkan bahwa Lini C menyumbang volume cacat paling tinggi di antara seluruh lini yang ada, dengan Product D-01 mencatat 10.487 pair cacat dari total output 80.387 pair, sehingga menghasilkan defect rate sebesar 13,05%. Distribusi Pareto mengidentifikasi wrinkle, incorrect colour, dan not straight sebagai tiga kategori cacat paling kritis. Penilaian FMEA menetapkan Risk Priority Number tertinggi sebesar 245 pada perilaku operator yang terburu-buru selama proses lasting dan brushing. Tindakan korektif mencakup pemasangan SOP visual, implementasi checklist QC pra-shift, verifikasi kondisi mesin secara rutin, dan penyediaan sampel referensi warna serta bentuk yang terstandar. Pemantauan selama dua periode berikutnya mengkonfirmasi penurunan defect rate secara bertahap menjadi 12,80% dan kemudian 11,65%, disertai penurunan estimasi biaya kegagalan internal dari Rp 2,36 juta menjadi Rp 1,86 juta per periode.

Abstract. PT XYZ, a wooden furniture manufacturing company, served as the research site for this study which applied the Theory of Constraints (TOC) method to analyze production performance and identify bottlenecks. The company faces capacity imbalances between workstations, resulting in production targets that have not been achieved optimally. Data collection involved direct observation and interviews with related parties in the production area. The analysis was conducted by comparing the required capacity with the available capacity at each production workstation. The findings reveal that solid processing, machining, sanding, assembling, painting, and packing have sufficient available capacities to meet production requirements, thus categorized as non-bottleneck processes. In contrast, the panel processing station is identified as the main bottleneck due to its highest workload among all processes. By implementing the Theory of Constraints, the company can identify major constraints and establish improvement priorities to enhance production flow smoothness. It is expected that improvements in bottleneck processes will increase production efficiency, balance capacity among workstations, and support more optimal achievement of production targets. Keywords: bottleneck; capacity; manufacturing; production performance; theory of constraints   Abstrak. PT XYZ sebuah perusahaan manufaktur furnitur kayu, menjadi lokasi penelitian ini yang menggunakan metode Theory of Constraints (TOC) untuk menganalisis kinerja produksi dan mengidentifikasi bottleneck. Perusahaan menghadapi ketidakseimbangan kapasitas antar stasiun kerja yang menyebabkan target produksi belum terdengar secara optimal. Pengumpulan data meliputi observasi langsung dan wawancara dengan pihak terkait di area produksi. Analisis dilaksanakan dengan membandingkan kapasitas yang dibutuhkan terhadap kapasitas yang tersedia pada setiap stasiun kerja produksi. Hasil penelitian menunjukkan bahwa proses pembahanan solid, machining, sanding, assembling, painting, dan packing memiliki kapasitas yang tersedia yang masih mampu memenuhi kebutuhan produksi, sehingga termasuk kategori non-bottleneck. Sebaliknya, stasiun kerja pembahanan panel diidentifikasi sebagai bottleneck utama karena memiliki tingkat beban kerja tertinggi di antara seluruh proses. Dengan penerapan Theory of Constraints, perusahaan dapat mengidentifikasi kendala utama dan menentukan prioritas perbaikan untuk meningkatkan kelancaran aliran produksi. Diharapkan perbaikan pada proses bottleneck dapat meningkatkan efisiensi produksi, menyeimbangkan kapasitas antar stasiun kerja, serta mendukung pencapaian target output perusahaan secara lebih optimal. Kata kunci: bottleneck; kapasitas; kinerja produksi; manufaktur; theory of constraints

This research examines the influence of Price, Income, Taste, Promotion, Location, and Product Quality on consumer demand at Coffee Shops in Pekanbaru City. The population consists of Coffee Shop customers in Pekanbaru City. A nonprobability sampling method with Accidental Sampling technique was applied, involving 100 respondents. Data were analyzed using SEM-PLS approach through SmartPLS 4.0 software. The findings reveal that Price, Promotion, and Product Quality significantly influence consumer demand. In contrast, Income, Taste, and Location do not show a significant effect. Among all variables, Product Quality emerges as the most dominant factor affecting consumer demand at Coffee Shops in Pekanbaru City. Therefore, coffee shop managers in Pekanbaru City need to improve taste consistency, menu variety, presentation, and product quality standards to maintain and increase consumer demand. This research is expected to provide business owners with a basis for formulating more appropriate, competitive, and sustainable customer satisfaction-oriented marketing strategies in the local market.

  Abstract.. The development of modernization in corn farming in Kalibareng Village, Patean District, Kendal Regency has the potential to cause the loss of traditional terms used by the farming community. This study aims to describe and analyze the lexicon of corn farming in Kalibareng Village, Patean District, Kendal Regency, and to reveal the lexical and contextual meaning contained therein. This study uses a descriptive qualitative approach with  field research and semantic studies as the main approach. Data were obtained through participatory observation, in-depth interviews, and documentation of corn farmers in Kalibareng Village. The results show that there are 44 lexicons divided into three categories, namely cultivation processes, agricultural tools, and agricultural materials. The lexical meaning in the lexicon refers to the basic meaning according to its referent, while the contextual meaning is influenced by the situation of use in agricultural activities. The contextual meanings found include process context, time context, and function context. This study shows that the corn farming lexicon not only functions as a communication tool, but also represents local knowledge, culture, and farming experiences of the Kalibareng Village community that have been passed down from generation to generation.

This study aims to synthesize empirical and theoretical literature on the Planning–Organizing–Actuating–Controlling (POAC) framework in public sector management, identify asymmetries among its functions, and propose a reconfiguration of POAC that is relevant to digital and collaborative governance. The study employs an integrative literature review by examining classical management literature, peer-reviewed journals, government regulations, and official governance indicators. Data were analyzed thematically based on the four POAC functions and synthesized across themes, using Indonesia during the 2021–2025 period as the empirical context. The findings reveal that planning and organizing functions have developed relatively well, while actuating and especially controlling remain persistent weaknesses. This condition is reflected in improvements in several formal governance indicators, including the Electronic-Based Government System (SPBE) Index, Indonesia’s ranking in the E-Government Development Index (EGDI), Unqualified Audit Opinions (WTP), and public service compliance ratings. However, during the same period, the Corruption Perceptions Index (CPI) declined. These findings indicate a gap between administrative achievements and substantive outcomes, consistent with the concept of means–ends decoupling in neo-institutional theory. The study contributes by bridging classical management theory with contemporary governance paradigms and proposing a Data-driven, Networked, Adaptive, and Participatory (DNAP) model of POAC. Practically, the results highlight the need to strengthen controlling functions and adaptive leadership to foster more effective, transparent, and outcome-oriented public governance.

In today's rapidly developing era, advances in digital technology have brought significant changes to various fields, including the music industry. Music production processes that once relied heavily on analog equipment can now be carried out digitally through various software applications, one of which is Fruity Loops Studio (FL Studio). FL Studio is a digital music production software that is relatively easy for beginners to learn and is widely used in the creation of digital music. This technology enables individuals to create, record, edit, and produce music more efficiently without requiring expensive studio equipment. Therefore, proficiency in digital music production technology has become a relevant and essential skill for professional, educational, and creative industry purposes. Training in recording, mixing, and mastering techniques using FL Studio is one approach to enhancing the competencies of youth communities engaged in music activities. One of the target groups of this program is the K-Tong Lasiana Youth Community, a community actively involved in music creation, particularly ethnic music. However, their musical works are still primarily focused on live performances and have not been widely produced in digital recording formats due to limited knowledge and skills in digital music production. As a community service initiative, this training program is designed to equip community members with fundamental knowledge and practical skills in digital music production, enabling them to create high-quality musical works and distribute them through various digital platforms so that they can reach a broader audience.

Sukabanjar Village is one of the villages striving to improve basic infrastructure quality, particularly in drainage construction and road repair. However, limited understanding among village officials and communities regarding standardized construction cost estimation methods, specifically the Unit Price Work Analysis (AHSP), has become an obstacle in preparing accurate and efficient Budget Plans (RAB). This community service program (PKM) aims to improve the understanding of village officials, village hall staff, and Sukabanjar Village community regarding AHSP-based construction cost estimation planning as the standard reference for construction work cost calculation in Indonesia. The program involved socialization and training for 20 participants, consisting of village officials (RW/RT), village hall staff, and general public, introducing the basic concepts of AHSP, RAB component elements, and simple simulations of drainage and road work cost calculations. Evaluation was conducted through pre- and post-tests. The results of the activity showed a very significant improvement in participants' understanding. The average pre-test score was 42, which then increased to 75 in the post-test, reflecting an increase of 33 points (78.6%). In conclusion, the AHSP-based cost estimation planning socialization was effective in improving the village community's understanding of construction infrastructure budget management, although continued mentoring is still needed for optimal and sustainable implementation.

This study aims to describe the learning process and explain the improvement of popular scientific article writing skills using the blog-media-based Genre-Based Approach (GBA) model among Grade VIII E students at SMP Negeri 2 Mlati Sleman. This study employed Classroom Action Research (CAR), conducted in two cycles, with all 32 students of Grade VIII E as subjects. Data analysis was performed using descriptive quantitative techniques to measure the increase in the average writing performance score and the percentage of learning mastery based on the Minimum Mastery Criteria (KKM) of 80. The results showed a significant improvement in each cycle. In the initial condition (pre-cycle), the average writing score was only 68.67 with 19% mastery (6 students), then increased to 79.06 with 50% mastery (16 students) in Cycle I, and reached optimal results in Cycle II with an average of 89.53 and 81% mastery (26 students). Thus, the implementation of the blog-media-based Genre-Based Approach (GBA) model is proven to significantly improve popular scientific article writing skills and the learning mastery of Grade VIII E students at SMP Negeri 2 Mlati Sleman. Abstrak Penelitian ini bertujuan untuk mendeskripsikan proses pembelajaran serta menjelaskan peningkatan keterampilan menulis artikel ilmiah populer menggunakan model Genre-Based Approach (GBA) berbasis media blog pada murid kelas VIII E SMP Negeri 2 Mlati Sleman. Penelitian menggunakan metode Penelitian Tindakan Kelas (PTK) yang dilaksanakan dalam dua siklus dengan subjek seluruh murid kelas VIII E yang berjumlah 32 siswa. Analisis data dilakukan dengan teknik deskriptif kuantitatif untuk mengukur peningkatan rata-rata nilai unjuk kerja menulis dan persentase ketuntasan belajar berdasarkan Kriteria Ketuntasan Minimal (KKM) sebesar 80. Hasil penelitian menunjukkan peningkatan yang signifikan pada setiap siklus. Pada kondisi awal (pra-siklus), rata-rata nilai menulis hanya 68,67 dengan ketuntasan 19% (6 siswa), kemudian meningkat menjadi 79,06 dengan ketuntasan 50% (16 siswa) pada Siklus I, dan mencapai hasil optimal pada Siklus II dengan rata-rata 89,53 serta ketuntasan 81% (26 siswa). Dengan demikian, penerapan model Genre-Based Approach (GBA) berbasis media blog terbukti secara signifikan dapat meningkatkan keterampilan menulis artikel ilmiah populer serta ketuntasan belajar murid kelas VIII E SMP Negeri 2 Mlati Sleman.

This study aims to determine adolescents’ acceptance of mackerel turbin quiche, identify the best formulation of the product, and analyze its nutritional content. This study used an experimental method. The results showed that the mackerel turbin quiche product that was well accepted by adolescents was F1, which used 250g of mackerel, 125g of tofu, and 375g of red beans. The best formulation of mackerel turbin quiche used ingredients divided into three (3) parts: crust, filling, and custard. The quiche crust consisted of 500g wheat flour, 300g margarine, 135g powdered sugar, 15g powdered milk, and 2 egg yolks. The filling consisted of 250g mackerel, 375g red beans, 125g tofu, and 100g onion. The custard consisted of 1000 ml UHT milk, 10 egg yolks, 6g salt, 3g ground pepper, and 3g ground nutmeg. Each 45g serving of mackerel turbin quiche contained 194.34 Kcal of energy, 21.60g carbohydrates, 10.09g fat, and 5.69g protein. It can be concluded that mackerel turbin quiche can be used as a healthy snack alternative for adolescents.

Interest in reading the Holy Scriptures is an important aspect of faith formation among Catholic Youth (OMK). However, various challenges, such as busy daily activities and the influence of digital media, have hindered the development of a consistent habit of reading the Scriptures. This study aims to describe the interest in reading the Holy Scriptures among Catholic Youth at Beato Dionisius Sumbul Parish and to analyze the use of the Lectio Divina method in fostering this interest. This research employed a descriptive qualitative approach involving ten informants, consisting of the parish priest, a youth mentor, and members of the Catholic Youth community. Data were collected through observation, interviews, and documentation, and were analyzed using the Miles and Huberman model. The findings indicate that the interest in reading the Holy Scriptures among Catholic Youth has grown, although it has not yet become a consistent habit. The Lectio Divina method has proven effective in helping Catholic Youth read, understand, reflect on, and internalize the Word of God more deeply through the stages of Lectio, Meditatio, Oratio, Contemplatio, and Actio. This method increases their interest in the Holy Scriptures and promotes spiritual growth reflected in their daily lives. Therefore, Lectio Divina can serve as an effective pastoral approach for fostering interest in reading the Holy Scriptures among Catholic Youth.

This study examines how parents can serve as role models in fostering the spiritual growth of their adolescents. Parents play a fundamental role in shaping their children's character and faith by providing positive examples that adolescents can imitate in their daily lives. Spiritual growth during adolescence is particularly important because it serves as a strong foundation for their future faith, values, and moral development. The purpose of this study is to explore how parental role modeling influences adolescents' spiritual growth. This research employed a qualitative methodology using a library research approach. Relevant books, journal articles, theological literature, and other scholarly references were analyzed to examine theories and concepts related to parental roles and adolescent spiritual formation. The findings indicate that effective parental role modeling is demonstrated through words, behavior, love, faithfulness, integrity, and purity, which encourage adolescents to develop a deeper relationship with God and practice Christian values consistently. The study concludes that parents should actively model faith in everyday life as an essential part of educating their adolescents. By becoming living examples of Christian values, parents can significantly contribute to nurturing adolescents' spiritual maturity and strengthening their commitment to a lifelong life of faith.

Artificial Intelligence (AI) has increasingly influenced higher education, including learning practices among students of Islamic Education (PAI). Applications such as ChatGPT, Claude AI, and Gemini are widely used to support academic activities, including information searching, understanding course materials, idea generation, and assignment completion. This study aims to examine the use of AI among PAI students and analyze its implications for critical thinking skills. A qualitative descriptive approach was employed at the Islamic Education Program of UIN Salatiga. Data were collected through written interviews with 12 students selected using purposive sampling and analyzed using an interactive data analysis model. The findings reveal that AI has become an important part of students’ academic activities due to its perceived usefulness and ease of use. Most participants demonstrated critical thinking behaviors by verifying AI-generated information, comparing multiple academic sources, and evaluating the accuracy of responses before using them for academic purposes. Nevertheless, excessive dependence on AI was found to potentially reduce students’ independent learning and analytical engagement. The study concludes that AI has a dual impact on critical thinking: it can enhance critical thinking when used reflectively and responsibly, but it may also weaken cognitive involvement when relied upon excessively. Therefore, strengthening AI literacy, digital literacy, and critical thinking skills is essential in higher education learning practices.

This study aims to analyze normatively and juridically whether students in private schools are entitled to free basic education based on the Constitutional Court Decision Number 3/PUU-XXII/2024. Prior to this decision, the phrase “without charging fees” in Article 34 paragraph (2) of Law Number 20 of 2003 on the National Education System was often interpreted narrowly, applying only to public schools. This interpretation created discrimination in access to education for students in private schools, particularly those from low-income families. This research employs a normative juridical method with a statute approach and case approach. Primary legal materials include the 1945 Constitution of the Republic of Indonesia, Law Number 20 of 2003 on the National Education System, and Constitutional Court Decision Number 3/PUU-XXII/2024. Secondary legal materials consist of relevant scholarly literature, books, and journals. The analysis reveals that the Constitutional Court declared Article 34 paragraph (2) of the National Education System Law conditionally unconstitutional. The phrase must be interpreted to mean that the Central and Regional Governments are obliged to guarantee the implementation of compulsory basic education without charging fees, both for educational units organized by the government (public schools) and by the community (private schools). Consequently, students in private schools have the right to obtain free basic education as a constitutional right. Private schools are still permitted to charge fees from financially capable parents, but they are obligated to provide financial relief or full fee waivers for students from economically disadvantaged families. This decision has significant juridical implications for national education financing policy, particularly the need to revise derivative regulations and allocate School Operational Assistance (BOS) and Regional BOS funds to eligible private schools. This study complements previous research, which was largely empirical and regional in scope, by providing a comprehensive national normative juridical analysis.

Sufism as a spiritual approach has a great potential to prevent mental health problems among Generation Z students at UIN Walisongo Semarang. This is because Sufism focuses on inner balance, self-awareness, and strengthening spiritual values that can be a source of psychological resilience. This study aims to investigate how Sufism practices such as dhikr, self-reflection, and spiritual guidance can help prevent mental health problems, such as stress, anxiety, and loneliness among Generation Z students. The method used in this study is a qualitative study with a phenomenological design. Data were obtained from in-depth interviews with students, observations of religious activities on campus, and focus group discussions, then analyzed thematically. Interviews were conducted with three students: Wilda Ismatus Sarifah (Faculty of Tarbiyah and Teacher Training), Sinta Wahdatul Khusna (Faculty of Tarbiyah of Social and Political Sciences), and Umi Fathonah (Faculty of Tarbiyah and Teacher Training). The study found that regular Sufism practice guided by experienced individuals helped students feel more meaningful, more socially connected, and develop coping strategies. This was associated with reduced symptoms of stress and anxiety, as well as improved well-being. The study recommends integrating Sufism-based spiritual programs into campus counseling services and character development activities. It also recommends training spiritual mentors and fostering collaboration between student welfare units and religious institutions on campus to support the mental health of young people.

The crisis of student morality and etiquette in higher education institutions has become an increasingly concerning phenomenon in the modern era. Social changes, the rapid development of digital technology, and the weakening The crisis of student morality and etiquette in higher education institutions has become an increasingly concerning phenomenon in the modern era. Social changes, the rapid development of digital technology, and the weakening internalization of religious values have contributed to a decline in students' moral character, which is reflected in poor communication ethics, lack of respect for lecturers, plagiarism practices, individualistic attitudes, and weak academic responsibility. This study aims to analyze the implementation of Islamic values in addressing the crisis of student etiquette at UIN Walisongo Semarang. The research employs a qualitative approach with a descriptive method through literature review, observation, and data collection from various scientific journals. The findings indicate that the implementation of Islamic values, such as akhlaq al-karimah (noble character), trustworthiness (amanah), discipline, Islamic brotherhood (ukhuwah Islamiyah), and responsibility, can serve as effective solutions in developing students' religious and ethical character. These values are implemented through spiritual development programs, an Islamic academic culture, lecturers' role modeling, Islamic student organization activities, and character education based on Islamic principles. This study emphasizes that the integration of Islamic values into the campus education system constitutes a strategic step in shaping a generation of Muslim intellectuals who excel not only academically but also possess strong morality and ethical conduct.

Educational evaluation is an essential part of the learning process, serving to measure the achievement of educational goals and to continuously improve the quality of learning. This study aims to analyze educational evaluation theory in learning, including the basic concepts of evaluation, evaluation models and approaches, and their relevance to 21st-century learning. The study employed a qualitative approach with the Systematic Literature Review (SLR) method through a review of various reputable international journals published between 2020 and 2025. Research data was obtained from various scientific sources such as Scopus, ScienceDirect, Springer, Taylor & Francis, and Sage Journals. The results show that educational evaluation theory is evolving from outcome-oriented evaluation to a more holistic, authentic, and competency-based evaluation. Evaluation models such as Goal-Oriented Evaluation, formative and summative evaluation, the CIPP model, authentic assessment, and diagnostic assessment play an important role in supporting modern learning. In addition, the integration of digital technology in learning evaluation provides opportunities to create a more adaptive and contextual assessment system.

Identity politics has become one of the most debated concepts in contemporary democratic discourse, yet its conceptual boundaries remain poorly defined in both academic and public conversations. This paper argues that three commonly conflated terms political identity, identity politics, and the politicization of identity carry fundamentally distinct meanings with divergent normative and practical consequences. Through a conceptual literature review, this study synthesizes theoretical frameworks and empirical findings to demonstrate that while political identity refers to an individual's self-positioning within a political community, and identity politics denotes collective action by marginalized groups seeking recognition, the politicization of identity is an elite-driven strategy of exploiting social group markers for political gain. This distinction matters because the conflation of these terms obscures how digital platforms  through filter bubble and echo chamber mechanisms  amplify identity-based polarization in Indonesia and beyond. The study finds that social media algorithms do not merely reflect pre-existing social divisions but actively intensify affective polarization by constructing homogeneous information environments that deepen inter-group animosity. The paper concludes with implications for digital citizenship and democratic resilience in Indonesia.

Kecurangan (fraud) di sektor perbankan daerah merupakan ancaman serius yang dapat merugikan keuangan negara dan menurunkan kepercayaan publik. Penelitian ini bertujuan menganalisis kasus korupsi pengadaan iklan pada Bank Pembangunan Daerah Jawa Barat dan Banten (Bank BJB) menggunakan pendekatan Fraud Triangle Theory yang mencakup tiga elemen utama: tekanan (pressure), kesempatan (opportunity), dan rasionalisasi (rationalization). Metode yang digunakan adalah pendekatan kualitatif dengan studi kasus, didukung oleh studi literatur dari berbagai sumber ilmiah yang relevan. Hasil analisis menunjukkan bahwa kasus Bank BJB mencerminkan interaksi ketiga elemen Fraud Triangle secara simultan. Tekanan bersumber dari kebutuhan dana non-budgeter yang besar dalam pengelolaan anggaran promosi senilai Rp409 miliar. Kesempatan muncul akibat lemahnya sistem pengendalian internal, tidak adanya verifikasi dokumen yang memadai, serta penyimpangan dalam proses pengadaan. Rasionalisasi terbentuk melalui persepsi pelaku bahwa praktik tersebut merupakan hal yang lazim dalam lingkungan birokrasi dan korporasi. Penelitian ini berkontribusi pada pengembangan pemahaman teoritis dan praktis terkait pencegahan fraud di lembaga keuangan daerah Indonesia, khususnya melalui penguatan tata kelola perusahaan dan sistem pengawasan internal.

Kepuasan kerja (job satisfaction) merupakan faktor penting yang memengaruhi kinerja dan kualitas pelayanan organisasi. Pada Satuan Pelayanan Pemenuhan Gizi (SPPG) Kadipiro 4 Kota Surakarta, tingginya tuntutan pekerjaan, sistem kompensasi, dan potensi stres kerja menjadi isu yang diduga memengaruhi kepuasan kerja pegawai. Selain itu, hasil penelitian terdahulu mengenai pengaruh workload, kompensasi, dan stres kerja terhadap job satisfaction masih menunjukkan hasil yang beragam. Penelitian ini bertujuan untuk menganalisis pengaruh workload, kompensasi, dan stres kerja terhadap job satisfaction pegawai SPPG Kadipiro 4 Kota Surakarta. Penelitian menggunakan pendekatan kuantitatif dengan metode survei. Sampel penelitian berjumlah 35 pegawai yang ditentukan menggunakan teknik sampling jenuh. Data dikumpulkan melalui kuesioner dan dianalisis menggunakan regresi linear berganda. Hasil penelitian menunjukkan bahwa secara simultan workload, kompensasi, dan stres kerja berpengaruh signifikan terhadap job satisfaction (F = 42,971; sig. = 0,000). Secara parsial, kompensasi berpengaruh signifikan terhadap job satisfaction (sig. = 0,000), sedangkan workload (sig. = 0,783) dan stres kerja (sig. = 0,310) tidak berpengaruh signifikan. Nilai Adjusted R Square sebesar 0,806 menunjukkan bahwa 80,6% variasi job satisfaction dapat dijelaskan oleh ketiga variabel penelitian. Temuan ini menunjukkan bahwa kompensasi merupakan faktor yang paling dominan dalam meningkatkan kepuasan kerja pegawai.

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).