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Analytics

Wardani, Afifah Layla; Yuliani Natalia; Yasmin Eka Febrianti

Journal of Administrative and Sosial Science (JASS) 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

The Free Nutritious Meal Program (MBG) is a national priority program aimed at improving students’ nutritional status as part of efforts to enhance the quality of human resources. The success of this program is determined not only by nutritional fulfillment but also by the quality of governance in its implementation. This study aims to analyze the application of Good Governance principles in the Free Nutritious Meal Program at SMP Negeri 13 Surabaya. A qualitative method with a case study approach was employed. Data were collected through observation, interviews, documentation, and document analysis involving students, parents, teachers, and personnel from the Jemur Wonosari 1 Nutrition Program Service Unit (SPPG). Data were analyzed using the Miles and Huberman interactive model, consisting of data condensation, data display, and conclusion drawing. The findings indicate that the implementation of the Free Nutritious Meal Program has reflected most Good Governance principles, particularly in terms of regulatory compliance, equitable service access, implementation effectiveness, and stakeholder coordination. However, improvements are still needed in beneficiary participation, information transparency, evaluation mechanisms, and program feedback systems. These findings provide important implications for strengthening the governance of the Free Nutritious Meal Program to become more participatory, transparent, accountable, and sustainable.

Abdul Tahir; Duddy Arisandi

Jurnal Kajian dan Penalaran Ilmu Manajemen 2026 CV. Aksara Global Akademia

Penilaian kinerja merupakan elemen krusial dalam manajemen sumber daya manusia (SDM) untuk memastikan efektivitas organisasi dan pengembangan karyawan. Namun, banyak sistem penilaian tradisional masih bergulat dengan masalah subjektivitas, kurangnya transparansi, dan minimnya fokus pada pengembangan. Penelitian ini bertujuan mengevaluasi sistem penilaian kinerja yang berlaku di Politeknik XXX dan mengusulkan kerangka model yang mengintegrasikan 360-Degree Feedback dan Critical Incident Technique (CIT) untuk mengatasi kelemahan tersebut. Menggunakan analisis survei deskriptif dan analisis kesenjangan (gap analysis) pada data Politeknik XXX , ditemukan bahwa sistem saat ini bersifat top-down, minim umpan balik multi-sumber (rekan sejawat dan mahasiswa 0%), lemah dalam pencatatan kejadian kritis (18.5% untuk prestasi, 29.6% untuk pelanggaran), serta memiliki skor komunikasi hasil penilaian (2.07/5.00), kepuasan, dan keadilan yang moderat (2.96/5.00). Kesenjangan signifikan teridentifikasi pada aspek transparansi (gap 2.29), orientasi perbaikan (gap 2.08), dan rekam kejadian kritis/CIT (gap 2.07). Implikasi dari temuan ini menunjukkan urgensi transformasi menuju sistem manajemen kinerja modern yang mengedepankan objektivitas, transparansi, dan pengembangan profesional berbasis data. Integrasi 360-Degree Feedback dan CIT diyakini mampu menyediakan perspektif holistik dan bukti perilaku faktual yang diperlukan untuk penilaian yang lebih adil dan formatif.

Galuh Aditya; Siska Narulita; Agus Fitri Yanto; Andreas Tigor Oktaga

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to compare the performance of three boosting algorithms, namely XGBoost, LightGBM, and CatBoost, to predict the success of MSMEs. The data used consists of 250 entries with 13 attributes that include business actor characteristics, initial capital, industry experience, financial record-keeping, internet utilization, business planning, partnerships, and the target variable success. The pre-processing stage includes checking for missing values, standardizing numerical attributes, and splitting the data into 80% training data and 20% test data. The evaluation results show that XGBoost provides the best performance with an accuracy of 0.92, precision of 0.8333, recall of 0.8333, F1-score of 0.8333, and ROC-AUC of 0.9715. LightGBM has an accuracy of 0.88, while CatBoost achieves an accuracy of 0.90. The research results show that XGBoost has the best ability to classify successful and unsuccessful MSMEs. The feature importance results also show that the success of MSMEs is influenced by a combination of several key factors. This research emphasizes that boosting algorithms are effectively used as predictive models to support the analysis of MSME success.

Russel Wijaya; Nur Rachmat

JURNAL PENELITIAN TEKNOLOGI INFORMASI DAN SAINS (JPTIS) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Tomato (Solanum lycopersicum) is a high-value horticultural commodity in Indonesia, yet its cultivation is frequently disrupted by leaf diseases that are difficult to distinguish visually. Diseases such as Bacterial Spot, Early Blight, and Tomato Yellow Leaf Curl Virus often present overlapping visual symptoms, making early and accurate diagnosis a significant challenge for farmers. The manual identification methods currently in use are inefficient and error-prone, ultimately leading to reduced crop yield  and quality. The general objective of this study is to develop software capable of automatically classifying tomato  leaf diseases. Specifically, this research aims to implement the MobileNetV3 Small architecture based on Convolutional Neural  Network (CNN) with ImageNet pre-trained weights to classify 10 types of tomato leaf diseases. The research methodology encompasses dataset collection from Kaggle comprising 10,000 images (1,000 per class), image pre-processing through resizing to 224x224 pixels, and normalization, as well as hyperparameter optimization (optimizer, learning rate, epoch, batch size) via scheduler. Model performance is evaluated using a confusion matrix encompassing accuracy, precision, recall, and F1-score.

Istivaul Khasanah; Diah Putri Isnaini; Amalia Nuril Hidayati

Ekonomi Keuangan Syariah dan Akuntansi Pajak 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The achievement of the Sustainable Development Goals (SDGs) in Indonesia continues to face various challenges, particularly those related to poverty, social inequality, and increasing environmental degradation caused by climate change. These conditions highlight the need for an instrument capable of integrating social welfare objectives with environmental sustainability. This article aims to analyze the role of green zakat as an Islamic social finance instrument in supporting the achievement of the Sustainable Development Goals (SDGs). The study employs a descriptive qualitative approach using a library research method through the collection and analysis of various sources, including academic journals, books, official reports, and other relevant documents related to zakat, Islamic social finance, green economy, and sustainable development. The findings indicate that green zakat has significant potential to support the achievement of the SDGs through environmentally based economic empowerment programs, such as sustainable agriculture, reforestation, waste management, and the development of eco-friendly businesses for vulnerable communities. In addition to contributing to poverty alleviation, green zakat can support climate change mitigation efforts and environmental conservation in line with the principles of maqashid sharia. However, its implementation still faces several challenges, including limited public literacy, inadequate regulatory support, and suboptimal governance of environmental-based programs. Therefore, stronger collaboration among government institutions, zakat management organizations, and society is needed to develop a more effective green zakat model. Future studies are recommended to conduct empirical research to measure the impact of green zakat implementation on specific and measurable SDG indicators.

Dewi Afriyani Putri Siregar; Hataya Zalfa; Jheny Ferlisya Syahara; Ananda Arumbinang; Hoktaviandri Hoktaviandri

Jurnal Nakula : Pusat Ilmu Pendidikan, Bahasa dan Ilmu Sosial 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

This article examines the relationship between Islam and the local traditions of the Minangkabau community in West Sumatra, Indonesia. The focus covers three main issues: the historical process of Islamization, the philosophy of Adat Basandi Syarak, Syarak Basandi Kitabullah (ABS-SBK), and the coexistence of the matrilineal kinship system with Islamic inheritance law. Using a qualitative approach through systematic literature review of peer-reviewed journals published between 2020 and 2025, the study synthesizes findings from multiple academic sources. The results reveal that Islam entered Minangkabau gradually through trade and the surau educational institution, rather than through forced conversion. The resulting ABS-SBK philosophy meaning customary law is grounded in Islamic law, which is grounded in the Quran serves as a comprehensive life guide integrating religious norms with adat practices. The matrilineal inheritance system (pusaka tinggi) coexists with Islamic inheritance law (faraid) through a functional distinction: communal ancestral property follows adat, while individually acquired property follows Islamic law. Contemporary challenges such as globalization, urbanization, and weakened institutional roles of adat leaders threaten the vitality of ABS-SBK, though cultural revitalization efforts show promising resilience. This study concludes that Minangkabau represents a unique model of Islam-culture integration in the Indonesian archipelago.

Renantha Chandra Ningtyas; Meutia Hanifah; Safrizal Safrizal; Mega Adyna Movitaria

Jurnal Nakula : Pusat Ilmu Pendidikan, Bahasa dan Ilmu Sosial 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

The purpose of this study is to analyze various forms of low student concentration behavior during learning activities at Sungai Tarab Elementary School, as well as the factors underlying these conditions in classroom learning processes. This research uses a qualitative method with a case study design, focusing on an in-depth understanding of phenomena occurring in the field. The selection of research informants uses a purposive sampling technique, where informants are determined based on specific criteria related to the research problem to ensure that the data obtained is valid and reliable. Data were collected through three techniques, namely in-depth interviews, observation, and document study. The data were analyzed using the Miles and Huberman model, which includes data reduction, data display, and conclusion drawing. The results of the study show that forms of low student learning concentration behavior include walking around the classroom, talking with friends during lessons, and disturbing classmates when they feel bored and uninterested in classroom learning activities. This condition indicates the need for more interactive teaching strategies and more effective classroom management. It is important for teachers to improve student focus through varied and engaging learning approaches, as well as strengthening classroom discipline. In addition, support from the school environment and parents also contributes to reducing these behaviors sustainably.

Alifia Putri Widanti; Salma Nurpita Utami; Yusi Yuferina; Recky Recky

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

The purpose of this study is to identify the level of influence  of job description and workload on the job satisfaction of monthly contract employees at PT Multi Garmenjaya. Through  a cross-sectional  survey method, this study applies a descriptive and associative research design. The data collection was carried out through the distribution of a combination  of online (Google Form) and offline (print questionnaire) questionnaires to 87 respondents who were selected as a sample of the entire population totaling 677 monthly contract employees. Based on the results of hypothesis testing, it was found that the position description variable had a positive and partially significant influence on employee job satisfaction, with a calculated t-value of 5.529 and a significance level of 0.0000. On the other hand, the workload variable was also found to show a positive and significant influence on employee job satisfaction partially, with a calculated t  value of 1.327 and a significance value of 0.188. When tested simultaneously, the two independent variables were proven to have a significant effect on the job satisfaction of contract employees, with  an F score of 27.772 and a significance value of 0.0000. As for the Adjusted R Square value,  a value of 0.384 was obtained. This figure means that the ability of the variable job description and workload in explaining the ups and downs of the job satisfaction of PT Multi Garmenjaya's monthly contract employees is 38.4%. Meanwhile, the other percentage, which is 61.6%, is influenced by other factors or variables that are not studied and studied in this research model.

Tomas Purnomo; Timotius Sukarna; Sri Rezeki

Coram Mundo : Jurnal Teologi dan Pendidikan Agama Kristen 2026 Sekolah Tinggi Teologi Injili Arastamar (SETIA) Ngabang

This study aims to develop a strategy for developing praise and worship services through a deeper biblical theology of Psalm 150, as a fundamental solution for congregational growth at YHS Eka Sinta Church in Kapuas Regency. The main premise of this study is based on the crucial disconnect between contemporary church music practices, which tend to be performative, and the essence of the doxology authoritatively contained in the text Scripture. By integrating descriptive qualitative methods and an exegetical biblical theology approach, this study explores the imperative meaning and poetic structure of Psalm 150 and then engages them in intercultural dialogue with the sociocultural context of local churches in Kalimantan. The results reveal that the biblical theology Psalm 150 emphasizes the totality of instrumental use and the universality of the subject of praise as an absolute reflection of God's sovereignty and might. Field findings indicate that the effectiveness of music services is often hampered by technical limitations and theological shallowness of liturgical ministers. This study concludes that healthy congregational growth, both in terms of spiritual quality and quantity, is rooted in the extent to which the church able to actualize biblical theological values ​​in expressions of praise that are relevant and resonate with the cultural background and local identity of its congregation. The resulting strategy offers a holistic ministry model, in which church music returns to its essential function as an instrument of faith transformation and a means of growing the Kingdom of God, adaptively yet faithful to the biblical text.

Taryana Taryana; Ahmad Syamil; Soleman Soleman

JURNAL PENELITIAN TEKNOLOGI INFORMASI DAN SAINS (JPTIS) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to analyze the effect of artificial intelligence (AI)-based demand forecasting and big data analytics on inventory optimization through prediction accuracy among e-commerce actors or marketplace sellers in Curug. This research employed an explanatory quantitative approach involving 100 respondents selected through purposive sampling based on predefined criteria relevant to the research objectives. Data were collected using a structured Likert-scale questionnaire and analyzed using Structural Equation Modeling Partial Least Squares (SEM-PLS) by evaluating the measurement model, structural model, and mediation effects. The findings reveal that AI-based demand forecasting and big data analytics have a positive and significant effect on prediction accuracy. Furthermore, prediction accuracy has a positive and significant effect on inventory optimization and significantly mediates the relationship between AI-based demand forecasting, big data analytics, and inventory optimization. These findings indicate that the integration of AI and big data analytics contributes to more accurate demand prediction, leading to improved inventory management performance. The implication of this study suggests that e-commerce actors should improve data quality, analytical capability, and the adoption of predictive technologies to support more accurate, efficient, and responsive inventory decisions, thereby enhancing operational performance and competitiveness in responding to dynamic market demand.      

Prayesti, Tyas; Rosmala, Fenty; Cahya Afifah, Yunika

EduGrows: Education and Learning Review 2026 Yayasan Penelitian dan Pengabdian Masyarakat Sisi Indonesia

Indonesia menghadapi frekuensi bencana lingkungan yang semakin meningkat seperti banjir, tanah longsor, dan krisis ekologis yang menegaskan urgensi kesadaran lingkungan di kalangan generasi muda. Pendidikan Agama Islam (PAI) memiliki peran strategis dalam menumbuhkan kesadaran ini melalui ajaran tanggung jawab manusia sebagai khalifah fil ardh. Penelitian ini bertujuan mengkaji secara konseptual nilai-nilai dan potensi program Pesantren Ekologi Ramadhan sebagai model pembiasaan karakter islami dan kesadaran lingkungan di sekolah formal di Indonesia. Penelitian ini menggunakan pendekatan kualitatif deskriptif melalui studi pustaka yang diperkaya dengan studi kasus di SMK Bhakti Kencana Banjar, Jawa Barat, yang mengimplementasikan program Pesantren Ekologi Ramadhan tahun 2026. Data dianalisis menggunakan analisis isi dan analisis tematik. Hasil kajian menunjukkan bahwa program ini mengintegrasikan nilai-nilai keislaman seperti khalifah fil ardh, hifzh al-bi'ah, dan anti-israf ke dalam aktivitas pembiasaan praktis seperti rutinitas kebersihan lingkungan, penanaman tanaman, ceramah tentang cinta lingkungan, dan hemat energi. Penelitian ini menyimpulkan bahwa program ini menawarkan model pembiasaan yang komprehensif, kontekstual, dan berpijak kuat pada teologi Islam sehingga berpotensi menjadi alternatif penguatan pendidikan karakter dan kesadaran ekologis di Sekolah.

Ida Hendriyani; Andreas Heri Kurniawan

Bhinneka: Jurnal Bintang Pendidikan dan Bahasa 2026 Universitas Palan

This study uses a one group pretest posttest design model. posttest on the correlation between vocabulary mastery, reading habits, while pretest with conventional learning, then both groups were measured with the same measuring instrument. To test whether the two data (variables) are the same or different, a t-test was conducted. The t-test obtained a t count of 2.082 with α = 0.05 and t table = 1.725. The testing criteria in the one-tailed test are Ho is rejected and H1 is accepted if t count > t table. The hypothesis can be accepted because t count > t table, namely 2.082 > 1.725. The results of student learning completeness show a significant percentage, namely the pretest gets 10 (50%) students who have not completed and 10 (50%) students who have completed after being carried out on the correlation between vocabulary mastery, reading habits get completeness posttest learning results 18 (88.89%) students who have completed and 2 (11.11%) students who have not completed. It was concluded that through the correlation between vocabulary mastery, students' reading habits can achieve learning completeness because it is one indicator of the effectiveness of this research. The conclusion is that the correlation between vocabulary mastery, reading habits is effective in achieving English reading comprehension for fifth grade students of Gunungsari 01 Pati State Elementary School. Based on the results of this study, the suggestion obtained is that the correlation between vocabulary mastery and reading habits be used as an alternative for teachers to teach English in class.

Junaidi, Saviola Cinka Dihansa Junaidi; Supriyanto, Supriyanto; Yunus, Eko Yudianto

Journal of Administrative and Sosial Science (JASS) 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study aims to examine the implementation of Probolinggo City Regional Regulation Number 2 of 2024 concerning the Respect, Protection, and Fulfillment of the Rights of Persons with Disabilities, specifically regarding entrepreneurial rights in Kanigaran District. A descriptive qualitative approach with a single case study design was employed. Data were collected through in-depth interviews with four key informants, field observation, and documentary study. Data analysis used Miles and Huberman's interactive model, interpreted through Thomas B. Smith's policy implementation theory encompassing four variables: Idealized Policy, Target Groups, Implementing Organization, and Environmental Factors. Findings indicate that implementation has been underway but has not yet reached an optimal state. The policy possesses strong normative substance, yet socialization to target groups remains shallow and uneven. Entrepreneurial motivation among persons with disabilities is high, but constrained by limited capital, social stigma, transportation barriers, and insufficient post-training mentorship. The DKUP has conducted training and marketing facilitation programs, however capital support capacity and sustained mentorship remain critically limited. Environmental factors reveal potential through the KDK community and digital technology, while social stigma and transportation infrastructure continue to pose significant obstacles.

Elis Pirna; Trio Saputra

Journal of Administrative and Sosial Science (JASS) 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

Mangrove forests are high-value coastal ecosystems that have the potential to be developed as sustainable ecotourism destinations. This study aims to analyze the development of Mangrove Forest Tourism in Kampung Kayu Ara Permai, Sungai Apit District, Siak Regency based on the three pillars of sustainable tourism of the World Tourism Organization (UNWTO), namely environmental, economic, and socio-cultural sustainability. The method used is a descriptive qualitative approach through literature studies and semi-structured interviews with regional managers. The results of the study show that this area has a good mangrove ecosystem with nine species and an average Tourism Suitability Index (IKW) of 76.89% (Suitable/S2 category). From an economic perspective, eight non-timber forest products (NTFPs) downstream products and community-based homestay models have created an equitable distribution of benefits for residents. The socio-cultural dimension is supported by the authenticity of the coastal Malay tradition that is still preserved. However, the three dimensions face challenges in the form of the absence of protection regulations, the absence of a government fixed budget, and low public participation in management evaluation. This study recommends the issuance of regional regulations, the establishment of tourism BUMDes, and the strengthening of community participation as the foundation for sustainable ecotourism development.  

Widya Agustina; Dian Rianita

Journal of Administrative and Sosial Science (JASS) 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study aims to examine the cyber policies implemented by the Indonesian government in light of the impact of digital technology developments on the younger generation, with a view toward achieving inclusive and youth-friendly governance. This study employs a descriptive qualitative method using a critical discourse analysis approach based on van Dijk’s perspective. The research was conducted in three stages: data collection, data analysis, and presentation of results. The data source for this study is Law No. 1 of 2024. The data consists of structured documents collected using the read, observe, and record technique. The results indicate that the cyber policies in Law No. 1 of 2024 mark a shift from a reactive to a proactive approach by prioritizing child protection. This policy expands the scope of protection to include personal data, privacy, and child safety in the digital space, while also affirming the responsibilities of Electronic System Operators. The research findings are expected to enrich understanding of the importance of a policy communication model that is creative, transparent, participatory, and responsive in fostering literacy and critical awareness regarding the use of information technology. Thus, this research is expected to contribute to supporting the realization of a more inclusive digital space governance that is youth-friendly and aligned with the strengthening of moral values and social ethics in community life.  

Arnelia Putri Pratiwi; Dini Selasi

Maslahah : Jurnal Manajemen dan Ekonomi Syariah 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

This research aims to analyze the gap between the profit-sharing principle as the normative foundation of Islamic economics and the risk management practices applied in sharia cooperatives, considering the ongoing inconsistencies in the implementation of the risk-sharing principle. The research method employs a qualitative approach thru literature study with thematic and comparative analysis techniques on relevant academic literature. The results and discussion indicate that sharia cooperatives tend to adopt a conventional risk management paradigm oriented toward institutional stability, thereby triggering the dominance of non-profit-sharing contracts and the shift of the concept of risk sharing to risk shifting in operational practices. The gap is influenced by structural factors, including limitations in managerial capacity, information asymmetry, potential moral hazard, and pressures of institutional sustainability. This study concludes that the risk management practices of sharia cooperatives do not fully reflect the principles of Islamic economics, thus necessitating a reconstruction of a more integrative and contextual risk management model. As a suggestion, sharia cooperatives need to develop a risk management framework based on risk sharing that is adaptive to operational risks without disregarding the values of justice and partnership as the main characteristics of Islamic economics.

Indah Nofita Sari; Romzatul Widad; Moh. Idil Ghufron

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study examines the implementation of Environmental, Social, and Governance (ESG) principles as a sustainability instrument for consumer cooperatives from the perspective of Islamic economics. Consumer cooperatives, as people-based economic institutions, face significant challenges in maintaining sustainability amid rapid economic transformation and increasing demands for corporate accountability. ESG, as a global framework for measuring sustainability performance, is considered relevant to the values of Islamic economics which emphasize justice, transparency, social benefit, and environmental responsibility. This research uses a qualitative approach through literature study and document analysis to formulate a conceptual model of ESG implementation in consumer cooperatives based on Islamic economic principles. The findings show that ESG dimensions are in line with maqashid al-syariah, namely the protection of religion, life, intellect, lineage, and property. Environmental aspects correlate with the stewardship principle of khalifah fil ardh, while social aspects align with the concept of takaful ijtima’i, and governance reflects the values of amanah and shura. This study offers a conceptual framework for integrating ESG within the cooperative institutional governance system as a strategic step toward sustainable and equitable economic development.

Yuliana, Riska; Riana, Ausy; Aprilia, Juwita; Wahyudi Kurtikto, Sugeng

Journal Media Sosial dan Creative Industries 2026 CV. Seoul Publisher

This study aims to analyze the effect of Additional Employee Income (TPP) and Work Motivationon Employee Performance, both directly and indirectly through Discipline, as well as to analyze thesimultaneous effect of Additional Employee Income (TPP) and Work Motivation on Work Disciplineand Employee Performance at Bappeda of East Kutai Regency.The research method used was aquantitative approach, with data collected through questionnaires distributed to 103 civil servants atBappeda of East Kutai Regency. The data analysis technique used Structural Equation Modeling(SEM) based on Partial Least Square (PLS).The results show that Additional Employee Income(TPP) and Work Motivation individually do not have a significant effect on Employee Performanceat Bappeda of East Kutai Regency. In contrast, Additional Employee Income (TPP) and WorkMotivation have a significant effect on Work Discipline, and Work Discipline significantly affectsEmployee Performance. Furthermore, Work Discipline is proven to act as a mediating variable in therelationship between Additional Employee Income (TPP) and Work Motivation on EmployeePerformance. Simultaneously, Additional Employee Income (TPP) and Work Motivation have asignificant effect on Work Discipline and Employee Performance at Bappeda of East Kutai Regency.

Herman Herman; Putra Budi Ansori

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This paper examines the determinants of income inequality within the SDGs framework in Riau Province. Utilizing BPS secondary data from 2018–2025 across 12 regencies/cities, data were estimated using te random effect modelapproach applied to panel regresiion in EViews 12. F-test finding indicate that-HDI, LN_GRDP, and our jointly and  significant influences on the Gini Ratio (R2 = 39.68%). Partially (t-test), HDI has a significant positive effect due to labor polarization in modern sectors. Conversely, LN_GRDP has a significant negative effect, confirming a trickle-down effect in reducing inequality. Meanwhile, OUR has no significant effect due to high labor absorption in Riau's informal agricultural and plantation sectors.

Nur Fazarun, Iqbal; Osly Usman; Ryna Parlyna

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

This study aims to analyze the influence of digital experience and customer experience on passenger loyalty on the Progo Train route, Pasar Senen–Lempuyangan. The increasing digitalization of public transportation services through the Access by KAI application has highlighted the importance of examining the quality of digital experience and customer experience in maintaining passenger loyalty. The study employed a quantitative approach with a causal associative design. Data were collected from 150 respondents through a questionnaire with a five-point Likert scale using a purposive sampling technique. Data analysis was performed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4 software (Ringle et al., 2024). The results of the outer model evaluation showed that all indicators had outer loadings > 0.70, Average Variance Extracted (AVE) > 0.50, Composite Reliability (CR) and Cronbach's alpha > 0.70, thus all constructs were declared valid and reliable. The inner model test shows that digital experience has a positive and significant effect on passenger loyalty (β = 0.192; T = 2.237; p = 0.025). Customer experience also has a positive and significant effect on passenger loyalty (β = 0.243; T = 3.268; p = 0.001). The coefficient of determination (R²) of 0.133 indicates that both variables explain 13.3% of the variance in passenger loyalty. The customer experience variable has a more dominant influence than digital experience on Progo Train passenger loyalty.