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Nurkholis Nurkholis
Jurusan Akuntansi Fakultas Ekonomika dan Bisnis Universitas Diponegoro
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Ukuran Optimal Pemerintah Daerah di Indonesia: Studi Kasus Pemekaran Wilayah Kabupaten/Kota dalam Era Desentralisasi Nazara, Suahasil; Nurkholis, Nurkholis
Jurnal Ekonomi dan Pembangunan Indonesia
Publisher : UI Scholars Hub

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Abstract

This study tries to measure the optimum size of regional government (municipality/city) which will support the accomplishment of decentralization policy's objectives. The result of this study will conclude how the reformation pattern toward regional government in Indonesia should be done. The result of regressing translog and quadratic functions using cost per capita minimization approach shows the existence ofeconomy of scale from the size ofmunicipality/city's population. Using maximization approach, it is also shown that Municipality/city government expenditure is not efficient yet and has not supported the efforts to accomplish the desired development performance. With various regulations, the significant variable used in the measurement ofoptimum size is the number ofpopulation. The result of using minimization and maximization approaches show that the optimum size for municipality/city is not single (differ), between municipality and city, among each kind of per capita expenditure, and across time. Generally, the optimum and minimum size of population for municipality/city such that per capita expenditure can be minimized and such that Regional GDP per capita increases are approximately two million people. The reality of municipality/city's size which in general is relatively small compared to the optimum and minimum measurement shows the inefficiency of municipality/city government expenditure, and its ineffectiveness to support the effort to enhance the welfare ofsociety. Hence, territory extension policy performed this far, is actually worsen the accomplishment of its main objective on conducting regional government and development.
Dampak Desentralisasi Fiskal terhadap Perekonomian Antar Daerah: Analisa Model IRIO Nurkholis, Nurkholis; Brodjonegoro, Bambang P. S.
Jurnal Ekonomi dan Pembangunan Indonesia
Publisher : UI Scholars Hub

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Abstract

Regional autonomy program is the fonn of fiscal decentralization policy in Indonesia, legally started with the Jaw of Regional Government No.2211999 about de-concentration azas, which imply power or authority sharing and No.25/1999 about decentralization, which imply financial sharing between central and regional government. Financial sharing is tax and natural resources sharing revenue. This financial sharing type can widen fiscal gap between regions. As the solution, the central government gives block grants. Interregional Input-Output (IRIO) model can be used to analyze the impact of fiscal decentralization policy on sectoral and regional linkages, multipliers, growth, equalization, and efficiency of the regional economy. The analysis use shock variables of inter-governmental transfer including tax sharing revenue, natural resources revenue and block grants. They are treated as an exogenous variable package by regional government expenditure. The expenditures are in the form of investment and consumption based on IRIO model to analyze the optimality of policy variation. The analysis shows that the optimality of growth, equalization, and economic efficiency will be reached if the allocation of inter-governmental transfer is exactly the same as the potency and linkages between sectors and regions. We find the current formulation of intergovernmental transfer by central government, potent to increase regional disparity. Central government should refonnulate division of inter-governmental transfer to avoid fiscal decentralization to be contra productive policy
Developing a Supply Chain Management Application for Laying Hens with Integrated Egg Quality Detection Based on Computer Vision (Case Study of a Laying Hen MSME) : Pengembangan Aplikasi Manajemen Rantai Pasok untuk Ayam Petelur dengan Deteksi Kualitas Telur Terintegrasi Berbasis Penglihatan Komputer (Studi Kasus Usaha Mikro, Kecil, dan Menengah (UMKM) Ayam Petelur) Bamatraf, Lutfia; Akbar, Rahmad; Rahman, Zumardi; Afifah, Belia; Nurkholis, Nurkholis
Indonesian Journal of Innovation Studies Vol. 27 No. 1 (2026): January
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijins.v27i1.1873

Abstract

Manual egg grading and fragmented supply chain management in poultry SMEs often cause inconsistent egg quality decisions, inaccurate inventory records, and avoidable distribution losses. This study aims to develop and evaluate an integrated supply chain management system that embeds computer vision–based egg quality detection to improve real-time operational control and decision-making. The system is implemented as a digital SCM application connected to a convolutional neural network model trained on 1,200 labeled egg images across five quality categories (good, cracked, dirty, fertile, non-fertile), with performance assessed using accuracy, precision, recall, F1-score, and inference time, alongside before–after operational and economic measurements in an SME workflow. Results show the CNN achieves 92% validation accuracy with average precision 0.92, recall 0.94, F1-score 0.93, and 0.11 seconds per egg inference, enabling practical real-time classification. After integration, egg sorting accuracy increases from 75.5% to 90.2%, inspection time decreases by 81.3%, sorting capacity rises 5.3×, and inventory accuracy improves from 82% to 98%, reducing daily stock discrepancies by 85%. The novelty lies in tightly coupling computer vision quality outputs with SCM inventory and distribution modules, creating immediate stock updates and automated control points. The findings imply that AI-enabled digital supply chain management strengthens quality assurance, inventory optimization, and SME profitability, supporting scalable modernization of food supply chains through deployable computer vision systems. Highlights: Integrated computer vision raises egg sorting accuracy from 75.5% to 90.2%. Real-time CNN classification reaches 92% validation accuracy with 0.11 s inference. Digital SCM lifts inventory accuracy to 98% and delivers 193% ROI payback. Keywords: Computer Visio, Supply Chain Management, Egg Quality Detection, Convolutional Neural Network, Poultry SMEs, Inventory Optimization
Co-Authors - Sutrisno Abda Abda Abdul Aziz Achadi Budi Santosa Adnin, Falya Affandi, Arlisya Tika Afifah, Nisah Agus Hadi Prayitno agustina, clara Aini, Sitti Nurul Akbar, Muhammad Firjatullah Nur Akhmad Sodiq Almira, Aisyah Aluna, Aluna Am, Andri Nofiar Andri Veno Andriani, Mira Andriono, Rian Anggraini, Rosalina Yuri Ani Susilawati Anzaikhan, M. Apriliani, Ribka Armainingsih, Armainingsih Aryananda Wijaya Kusuma, I Dewa Made Ashshofiyyah, Nida’un Taqwiyani Asmuni, Ahmad Asrianto, Noor Atmaji, Ery Setiyawan Jullev Atmanto, Arif Puji Aulia, Anggi Aziz Mustofa Anwar, Abdul Aziz, Anita Pipit Azmina, Nurul Badarudin, Wahyu Baehaqi Bahri, Abdul Bamatraf, Lutfia Bambang Irawan /E21207042 Bawono, Ari Belia Afifah Boris Kaido Brodjonegoro, Bambang P. S. Brodjonegoro, Bambang P. S. Budi Prasetyo Cahyani, Dian Ayu DADIK PANTAYA Darmawan, Yogi Datik Lestari Dewi, Fitria Dewi, Mutiara Sri Dianasari Dianasari, Dianasari Diel, M. Martono Djubaedi, Dedi Dwi Agus Setiawan Dwi Lestari DWI SURYANTO Dzulhijjah Yetti Edy Mintarto, Edy Elmonita, Yudhanoorsanti Endang Mardiati Erfan Kustiawan Eti Nurhayati Fadila, Nurul Fadlullah, Fadlullah Faliandra Tanjung, Muhammad Ridho Far’am, Farah Nadiyah Yunivia Fatah, Panji Rizalul Fauzi, Muhammad Anang Febi Nur Salisah Febrianton, Adi Fenty Kurnia Oktorina Ferry Ahmad Ardiansyah Fina Nasari Firdaus, Muh. Fitri Fitri Fitri, Zilvanhisna Emka Furoidah, Aniq Jihan Ghufron Abdullah Girsang, Gracelyanti habibie, indra Hariadi Subagja Hary Septianwari HASAN SUBEKTI Hasanah, Niswatin Hasanah, Risnatun Hayatul Khairul Rahmat Hendra Yufit Riskiawan Herawati, Teti Hikmah, Siti Nur Husna, Ainun Husna, Jannatul I Wayan Dasna Idham Kholid Ilyasa, Raihan Imam Marsudi Imam, Shokhirul Inggih Permana Ketty Suketi Kisai, Andi Ali Krisnawan, Gede Kurnia, Maya Dewi KUSTILO, ANTON Kusumawati, febriana Tri Labudasari, Erna Lilik Purwanti M, Saripuddin M. Afdal M. Ibnu Fajril Jabin, M. Ibnu Fajril Made Aristia Prayudi Manjayati, Era Sapitra Alifiana Maryamah, Siska Marzuki Noor, Marzuki maya weka santi, maya weka Meidiana Dwidiyanti Merry Muspita Dyah Utami Miskah , Desti Aulia Mu’in, Juhri Abdul Mubarok, Fikri Shofin Mubin, Muh Fatkul MUHAMAD, NUR Muhammad Amin Muhammad Junaidi Muhammad Ridwan Muhammad Syaifullah, Muhammad Mulia, Pangesti Wahyuning Mulyantoro, Cahyo Dwi Munawar, Endang Munzil Mustakim Mustakim Mutaqin Mutaqin Nawang Wulandari, Nawang Nimatulloh, Abdul Aziz Ningsih, Niati Nining Haryuni Nitsae, Oli Gretia Noviana, Umi Noviyanti Noviyanti, Noviyanti Nur Ilman, Eprian Nurani, Anggun Nurbit, Nurbit Nurfuadi Nurfuadi Nurhasan Nurhasan, Nurhasan Nursyirwan Nursyirwan Nurul Fachriyah nurul khotimah Nusantoro, Suluh Pangabean, Della Rosa Pangestu, Erlyawan Perdana, M.Alkadri Pratiwi, Anggi Eka Pratiwi, Bety Dwi Pribadi, Antoni Prihandini, Agnita Prihatiana, D Prijanto, Tulus Priyono Priyono Pujianto, Eko Dwi Puspita, Erina Ayu Puspitasari, Nur Wahyu Putra, Adestya Bismandoko Haryantono Putra, Arildwika Putri Handayani PUTRI, DINI AMALIA Putri, Diva Aurelia Putri, Novita Andaresta Putri, Rini Ananta Putriana Salman Raden Mohamad Herdian Bhakti Rahmad Akbar Rahman, Fadhli Rahman, Zumardi Rahmawati, Ristia Aprisida Refa Firgiyanto Retno Lestari Riansyah, S Riwan Kusmiadi, Riwan Rizki Amalia Rizki Amalia Nurfitriani Rizkiyah Rizkiyah, Rizkiyah Rizky, Oldi Dwi Maulana Rofi’ah, Wasilatur Rokhmad, Rokhmad Rosmegawaty Tindaon Rukhshah, Muhammad Sabilah, Sabilah Saechon, Saechon Safitri, Nurul Emil Saftantri, Dwi sandiko, sandiko Saputro, Arif Slamet Sari Atmini Saripuddin Muddin Satriya Pranata Septiyani, Rani Setiana, Diana Sholihati, Vivit SITI NURUL HIDAYATI Sofhiatul Aliyah, Hida Sono, S. H Sri Wahyuni Suahasil Nazara Suci Suci, Suci Suci Wulandari Sudarman Sudarman Sudarsono, Ratria Anggraini Sudiyatno Sudiyatno Sugianto Sugianto Sulistiyaningsih Sulistiyaningsih Sulistyo, Indah Surjani Wonorahardjo Surono Surono Susanti, Iwin Susanto, Salwa Rianti Susiati B. Hirawan Sutisno, Aliet Noorhayati Sutrisno T Sutrisno, T Suyoko, Andri Syahid, Akhmad Syaiful Iqbal Theo Mahiseta Syahniar Utari, Enggar Wahyono, Nanang Dwi Wijaya, Fransisca Januarumi Marhaendra Wijono Wijono Winarso D. Widodo Wiranata, Fajar Adi Wiwin, Desak Wiwin, Desak Wulan Fitri Utami, Wulan Fitri Wulan Fitri Utami, Wulan Fitri Wuri Nugrahini, Asadila Pratama Yedi Sispurwanto Yelmi, Harmi Yudhistira, Dewangga Yulianti, Azizah Mega Zaenal Arifin Zaki Baridwan Zebua, Ester Oniati Zubir, Zubir Zuhri, Mohammad Zuhriyah, Faizatuz Zukhruf, Muhammad Sulthan Zulfi Amaliah, Ratu Zulfikar