BACKGROUND REPORT THE CREDIT INFORMATION ENVIRONMENT IN INDONESIA: OPPORTUNITIES FOR CREDIT PROVIDERS AND INDONESIAN BUSINESSES BRUCE BARGON JULY 2001

Size: px
Start display at page:

Download "BACKGROUND REPORT THE CREDIT INFORMATION ENVIRONMENT IN INDONESIA: OPPORTUNITIES FOR CREDIT PROVIDERS AND INDONESIAN BUSINESSES BRUCE BARGON JULY 2001"

Transcription

1 ADB SME DEVELOPMENT TA BACKGROUND REPORT THE CREDIT INFORMATION ENVIRONMENT IN INDONESIA: OPPORTUNITIES FOR CREDIT PROVIDERS AND INDONESIAN BUSINESSES BRUCE BARGON JULY 2001 Published by: ADB Technical Assistance SME Development State Ministry for Cooperatives & SME Jalan Rasuna Said Kav.3 Jakarta Tel: Fax:

2 I. TABLE OF CONTENTS I. TABLE OF CONTENTS...I II. III. IV. LIST OF ABBREVIATIONS...III LIST OF FIGURES... IV EXECUTIVE SUMMARY... V V. RINGKASAN EKSEKUTIF... IX 1 INTRODUCTION Background Scope of the study EXPECTED CREDIT REPORTING OUTCOMES BANK INDONESIA S DEBTOR INFORMATION SYSTEM EVALUATION OF OPERATIONAL EFFECTIVENESS Summary Benchmarking the debtor information system against international practice Benchmarking results summary FACTORS POTENTIALLY IMPEDING DEVELOPMENT OF A CREDIT INFORMATION SYSTEM Problems in confirming customer identity Difficulties in confirming business ownership and legal status Willingness of banks and other lenders to share customer data Credit Bureau Ownership and Control Data Quality Standards Communications Technology Legislation MODELS WHICH COULD BE USED TO ESTABLISH A CREDIT REPORTING SERVICE IN INDONESIA Ownership Ownership of the credit bureau remains with Bank Indonesia Formation of a new industry controlled company to assume credit bureau operations Operational issues Assumed Bank Indonesia control of the credit bureau Assumed Industry control of the credit bureau Set-up costs Building a credit reporting system independent of the major international vendors 12 I

3 5.3.2 Building a system in partnership with a major international vendor: Background To Other Regional Credit Reporting Services Established Credit Bureaus Developing Credit Bureaus Summary Of Regional Bureaus Three Regional Credit Bureaus - ownership and operational issues 16 6 APPENDICIES Evaluation of Bank Indonesia s Debtor Information System Benchmarking Bank Indonesia s debtor information system Benchmarking Against Public Credit Registries Benchmarking Against Private Sector Credit Bureaus Customer identification National Identity Card (Kartu Tanda Penduduk, KTP) Tax Object Master Number (NPWP) Company / Business Structures and Company Registers Business Structures Regulatory / Registration Authorities Participant list Workshop Credit Information System Summary Question and Answers Workshop on Credit Information System Presentation Workshop...39 II

4 II. LIST OF ABBREVIATIONS ADB BPR BUUD C.V. DIS GABKOP IFSI KTP KUD KUK NPWP Asian Development Bank Bank Perkreditan Rakyat; Rural banks, Badan Usaha Unit Desa; Village Business Unit Comanditer Venootschap Debtor Information System Gabungan Koperasi; Association of Cooperatives Integrated Financial Supervisory Institution Kartu Tanda Penduduk; Identity Card Koperasi Unit Desa; Village Unit Cooperative Kredit Usaha Kecil; Small Business Credit Nomor Pokok Wajib Pajak; Tax Object Master Number P. T. Perseroan Terbatas; Limited Liability Company PCR PERUM RT RW TA UD UDKP Public Credit Registry Perusahaan Umum; Public Enterprise Rukun Tetangga; Neighbourhood ward Rukun Warga, neighborhood association Technical Assistance Usaha Dagang; Trading Company Unit Dagang dan Kredit Pedesaan; Village Trading and Credit Unit III

5 III. LIST OF FIGURES Figure 1: Price estimation independent system...13 Figure 2: Price estimation partnership system...13 Figure 3: Summary of regional bureaus...15 Figure 4: Credit Providers excluded from DIS...17 Figure 5: Credit KUK statistic June Figure 6: Comparison DIS with 23 public credit registries...22 Figure 7: Comparison of operational characteristics PCR and DIS...26 IV

6 IV. EXECUTIVE SUMMARY Scope of the study Expected outcomes from the operation of a fully functional credit reporting service in Indonesia. Evaluation of Bank Indonesia s Debtor Information System, benchmarking the system against international credit reporting practice. Determination of the ability of DIS to meet users needs and the Government s SME objectives. Factors, which may impede the development of an effective credit information system in Indonesia. Models, which could be used to establish a private and/or public credit reporting, service in Indonesia. Background to other credit reporting services in the Asia Pacific Region. Recommended Future Action. Conclusions arising from the study A world-class credit reporting service can be developed for Indonesia. The service should not be restricted to the banking sector or limited to SME credit activity. It should include all classes of credit and be capable, over time, of including credit providers outside the financial services sector. There are no apparent legal impediments to its establishment. Such a service does not currently exist. The only source of (shared) credit information is Bank Indonesia. The debtor information system, operated by Bank Indonesia was not designed to be a fully functional credit bureau. It falls short of best international practice and does not deliver the service standards that are required. It has some valuable features that should be preserved for the future. There are various models that could be used to establish a credit reporting service in Indonesia and these are briefly outlined in this summary. They are covered in more detail in Section 4 of the main report. Recommendations The Inter-ministerial Task Force to meet as soon as practicable to determine whether the credit bureau initiative is to proceed. Stakeholders to meet to determine ownership and other corporate governance issues covering the proposed credit bureau s operations. A Steering Committee to be formed to manage the project. Steering Committee to commission a feasibility/scoping study to conduct a detailed assessment of the proposed credit bureau operation including the possible redeployment of the Debtor Information System. Probable elapsed time for the study is two months at an estimated cost of $US 100,000 to $US 120,000. This study would prepare system specifications covering the functionality of the proposed credit reporting system,(possibly including a redesign of the DIS system). Based on this a Request For Information, (RFI) would be prepared for distribution to potential credit reporting system suppliers. Steering Committee to prepare and distribute RFI. V

7 Receive RFI responses and determine which most closely match the system requirements. Prepare a Request For Proposal (RFP) and distribute to selected suppliers. Open negotiations with selected suppliers. Expected outcomes An international standard credit reporting system will benefit credit providers by: Reducing the incidence of non-performing loans through instant access to better, more comprehensive credit risk information. Improving productivity in loan assessment processes by the introduction of bureau based credit risk scoring and automated systems. Lowering processing and bad debts costs to improve the profitability of SME lending and encourage market sector growth. Opening up opportunities for a significant expansion of the consumer credit market. Over time, through the improvement in credit information, will reduce reliance by lenders on collateral to secure small business lending. SMEs and individual borrowers will also benefit by: Substantial reductions in the time required to receive credit approval. As banks are more able to confirm owners prior credit histories, newly established SMEs will have easier access to financial services. Interest charges for small business loans should reduce as the credit risk environment improves. The build up of credit history information will mean Micro enterprises will have a better opportunity to grow to SMEs as their access to financial services improves. All borrowers will experience greater flexibility in their relationships with lenders. SMEs will experience a freeing up of working capital as credit reputation collateral allows banks to reduce their reliance on traditional collateral. (see main report for a more complete explanation of the above points) Bank Indonesia s Debtor Information System (DIS) evaluation of operational effectiveness - Summary DIS provides a basic service, but the system s effectiveness is limited. Because DIS forms part of Bank Indonesia s banking supervision function, reporting requirements exceed what is normally required for credit reporting and impose unnecessary costs on DIS users. Database technology is adequate for current restricted operations, but the range of products and service delivery is inadequate and does not meet international standards. The Debtor Information System contains valuable information, which could be modified to form the basis of an expanded credit reporting operation. Benchmarking DIS against international best practice The Debtor Information System compared favourably against twenty-three public credit registries. It was within the mainstream of the benchmark group. The depth of information held by DIS on commercial credit (business) loans was superior to that recorded by most other organisations in the sample group. The Debtor Information System failed to meet international private sector credit reporting standards. System functionality was limited and the range of products VI

8 and quality of service delivery fell well short of those provided by the leading private sector bureaus. Alternative models for establishing a credit reporting service in Indonesia Alternative 1: Ownership of the credit bureau remains with Bank Indonesia. The options for this alternative are o to extend the functionality of DIS: Extend the functionality of the Debtor Information System by contracting with a third party (possibly the original designer of the DIS software) to investigate, design and build a credit reporting system modelled on international best practice and modified for Indonesian conditions. o to enter into a credit bureau software licence agreement Enter into an agreement with one of the specialised international credit reporting system suppliers (all of whom have extensive operating experience) for the installation of a basic operational credit-reporting platform, customised to Indonesian conditions Alternative 2: Formation of an industry controlled company to assume credit bureau operations. Shareholding in the credit bureau company is shared equally by the initial stakeholders/customers (the commercial banks), with provision for new stakeholders to be invited to participate at a later date. There is a possible coordinating role here for the Bank Associations. Experience elsewhere has shown that the active participation of an international credit-reporting group at a Board and operational level will make a valuable contribution to the growth and eventual success of the bureau. SET-UP COSTS (indicative) A: Building a credit reporting system independent of the major international vendors o Total project costs $ 3,580,000 to $ 4,275,000 o Total elapsed time 2 to 3 years B: Building a system in partnership with a major international vendor o Total project costs $ 3,055,000 o Total elapsed time 1 year to 18 months The costs for both scenarios exclude: Physical set up of the data centre; Communication interfaces and software; Salary costs for bureau staff, system operators, programmers, administration Customer support costs (ongoing eduction and training); Communication costs, etc. BACKGROUND TO OTHER REGIONAL CREDIT REPORTING SERVICES Several countries in the region currently have established or are developing creditreporting operations. These are: Australia; China (Hong Kong); India; Japan; Malaysia; New Zealand; Philippines; South Korea; Taiwan; Thailand Established Credit Bureaus operate in Australia, Hong Kong, Japan (3 bureaus), Malaysia (private bureau), New Zealand, Philippines, South Korea and Taiwan. Developing Credit Bureaus: o The credit bureau in Malaysia owned by Bank Negara has outsourced its bureau system development to a private partnership, consisting of a New Zealand and a Malaysian owned company. The bureau is not yet operational. VII

9 o A Shanghai privately owned bureau, supported by The Peoples Bank of China is building its own credit reporting system. The bureau is not yet fully operational and it is understood the Bank of China may have to introduce legislation to give the bureau full authority to operate. o A privately owned credit bureau in Thailand is majority owned by the Thai Bankers Association with minority shareholdings held by Trans Union Corp (a major international vendor) and a Thai affiliate of Dun and Bradstreet. The bureau has outsourced its operations to the Dun & Bradstreet affiliate, which has licensed the credit bureau software from Trans Union Corporation. The bureau is partly operational. o A privately owned credit bureau in India is majority owned by the State Bank of India and the Housing Development Corporation, with minority shareholders, Trans Union Corp and Dun & Bradstreet (USA). The project has the active support of the Reserve Bank of India. The company is licensing credit bureau software from Trans Union Corp. It is not yet operational. VII I

10 V. RINGKASAN EKSEKUTIF Ruang Lingkup Studi Outcomes diharapkan berupa beroperasinya jasa informasi kredit secara penuh di Indonesia. Evaluasi dari Sistem Informasi Debitur (SID) di Bank Indonesia, membandingkannya dengan praktek internasional dalam jasa informasi kredit. Menentukan kemampuan SID dengan kebutuhan pengguna dan tujuan pemerintah. Beberapa faktor mungkin dapat menghalangi pembangunan sebuah sistem informasi kredit di Indonesia. Beberapa model dapat digunakan dalam membangun sebuah jasa informasi kredit swasta dan atau pemerintah di Indonesia. Latar belakang dari beberapa jasa informasi kredit di wilayah Asia Pasifik. Rekomendasi kegiatan masa yang akan datang. Kesimpulan yang muncul dari studi Sebuah jasa informasi kredit kelas dunia dapat dikembangkan untuk Indonesia. Jasa tersebut tidak hanya dibatasi untuk sektor perbankan atau terbatas untuk penyaluran kredit kepada UKM. Tetapi juga termasuk untuk seluruh tingkatan kredit dan dapat dipergunakan sepanjang waktu termasuk oleh penyedia kredit selain sektor jasa keuangan. Tidak ada halangan legal yang nyata untuk mendirikannya. Jasa seperti ini belum ada. Satu-satunya sumber informasi kredit yang digunakan bersama adalah Bank Indonesia. Sistem Informasi Debitur yang dilaksanakan oleh Bank Indonesia tidak dirancang untuk berfungsi seperti layaknya biro kredit. Kondisinya sangat jauh dari praktek terbaik internasional dan tidak dapat menyediakan layanan yang sesuai standar. Terdapat beberapa aspek yang bernilai dan dapat dipertahankan untuk masa yang akan datang. Terdapat beberapa model yang dapat digunakan untuk membangun sebuah jasa informasi kredit di Indonesia dan akan dijelaskan dalam ringkasan ini. Uraian detail tentang hal ini terdapat dalam Bagian 4 di laporan utama. Rekomendasi Kelompok kerja antar Departemen secepatnya bertemu untuk menentukan apakah gagasan pembentukan biro kredit dapat diproses lebih lanjut. Stakeholders melakukan pertemuan untuk menentukan kepemilikan dan ruang lingkup issu corporate governance yang dapat diusulkan termasuk dalam operasi biro kredit. Sebuah Steering Committee dibentuk untuk mengelola proyek ini. Steering Committee mempersiapkan studi kelayakan dalam rangka melaksanakan penilaian detail dari beroperasinya sebuah biro kredit termasuk didalamnya kemungkinan menata kembali Sistem Informasi Debitur. Kemungkinan waktu yang dibutuhkan untuk studi sekitar 2 bulan dan diperkirakan memerlukan biaya senilai $US 100,000 hingga $US 120,000. IX

11 Studi ini akan mempersiapkan spesifikasi sistem yang akan dipergunakan oleh sistem informasi kredit yang diusulkan (kemungkinan termasuk merancang kembali dari Sistem Informasi Kredit. Berdasarkan permintaan terhadap informasi, maka permintaan informasi tersebut akan didistribusikan kepada pemasok potensial sistem infiomasi kredit. Steering Committee perlu dipersiapkan dan mendistribusikan RFI. Tanggapan terhadap RFI diterima dan tentukan sistem yang sesuai kebutuhan. Persiapkan permintan pengajuan proposal (RFP) dan dibagikan kepada pemasok terbatas. Buka negosiasi dengan supplier terpilih. Outcomes yang diharapkan Sebuah sistem informasi kredit berstandar internasional akan memberikan manfaat kepada lembaga penyedia kredit: Mengurangi terjadinya kredit macet melalui akses yang cepat dan baik serta komprehensif terhadap informasi resiko kredit. Memperbaiki produktivitas proses penilaian kredit dengan memperkenalkan sebuah biro yang didasarkan kepada skor resiko kredit dan otomatisasi sistem. Proses yang lebih sederhana dan rendahnya biaya kredit macet akan meningkatkan keuntungan dari penyaluran kredit kepada UKM dan mendorong pertumbuhan pasar kredit UKM. Membuka kesempatan untuk pengembangan yang signifikan dari pasar kredit individu Perbaikan informasi kredit dari waktu ke waktu akan mengurangi ketergantungan pemberi kredit kepada agunan sebagai persyaratan penyaluran kredit kepada UKM yang aman. UKM dan peminjam individu juga akan memperoleh manfaat: Pengurangan waktu yang dibutuhkan untuk menerima persetujuan kredit. Karena bank dapat melakukan konfirmasi mengenai sejarah kredit sebelumnya dari pemilik; maka perusahaan UKM yang baru dapat lebih mudah akses ke jasa keuangan Tingkat bunga yang akan dibebankan kepada pinjaman UKM akan lebih rendah karena adanya perbaikan terhadap kondisi resiko kredit. Tersedianya sejarah informasi kredit akan memberikan kesempatan kepada perusahaan mikro berkembang menjadi UKM dan pada gilirannya akan memperbaiki akses kepada jasa keuangan. Semua peminjam akan mempunyai fleksibilitas yang lebih besar dalam berhubungan dengan pemberi pinjaman. Pengalaman UKM dalam memperoleh modal kerja sebagai reputasi kredit sebagai agunan dan akan mengurangi persyaratan bank terhadap agunan tradisionil. (lihat laporan utama untuk memperoleh penjelasan yang lebih lengkap mengenai point diatas ) Sistem Informasi Debitur (SID) Bank Indonesia evaluasi dari efektiivtas operasional Ringkasan SID menyediakan jasa dasar, tetapi efektivitas sistem ini terbatas. Karena SID di Bank Indonesia sebagai bagian dari fungsi pengawasan bank, maka laporan yang diperlukan lebih besar dari yang biasanya secara normal X

12 diperlukan untuk informasi kredit dan menimbulkan biaya yang tidak perlu bagi pengguna SID. Tekonologi database cukup memadai untuk penggunaan saat ini yang terbatas, tetapi rentang dari produk dan layanan yang diberikan kurang memadai, dan tidak sesuai dengan standar internasional. Sistem Informasi Debitur mengandung informasi yang berharga, yang dapat dimodifikasi sebagai dasar dari beroperasinya sistem informasi kredit. Mensejajarkan SID terhadap praktek terbaik internasional Sistem Informasi Debitur cukup baik dibandingkan dengan 23 lembaga umum yang mencatat kredit. Posisinya adalah ditengah dari kelompok yang dijadikan acuan. Informasi detail yang dimiliki SID tentang kredit bank umum sangat banyak dicatat dibandingkan dengan yang dimiliki lembaga lain dalam kelompok contoh. Sistem Informasi Debitur tidak sesuai dengan standar internasional tentang informasi kredit swasta. Fungsi SID terbatas dan rentang produk serta kualitas layanan yang diberikan juga kecil dibandingkan dengan yang diberikan biro kredit swasta ternama. Model alternatif untuk membangun sebuah jasa informasi kredit di Indonesia Alternatif 1: Kepemilikan biro kredit tetap oleh Bank Indonesia. Pilihan untuk alternatif ini adalah o memperluas fungsi dari SID: Memperluas fungsi dari Sistem Informasi Debitur melalui perjanjian dengan pihak ketiga (mungkin dengan disainer dari perangkat lunak SID) untuk menyelidiki, mendisain dan membangun model sistem informasi kredit berdasarkan praktek terbaik internasional dan disesuaikan dengan kondisi Indonesia. o melakukan kerjasama dengan pemegang lisensi perangkat lunak biro kredit. Kerjasama dengan sebuah supplier sistem informasi kredit internasional (hampir semuanya telah berpengalaman) untuk melakukan pemasangan dasar dari operasional kredit informasi yang sesuai dengan kondisi Indonesia. Alternatif 2: Pembentukan sebuah industri yang melakukan kontrol terhadap perusahaan yang mengoperasikan biro kredit. Kepemilikan dalam perusahaan biro kredit adalah sama untuk setiap stakeholder/pelanggan (bank umum) dengan memberikan peluang kepada stakeholder baru untuk ikut serta. Disini ada kemungkinan untuk melakukan koordinasi dengan Asosiasi Bank. Pengalaman ditempat lain menunjukkan bahwa partisipasi aktif dari sebuah kelompok informasi kredit internasional baik pada tingkat pengurus maupun operasional akan memberikan kontribusi yang berharga untuk perkembangan dan sukses dari biro. Biaya Pendirian (indikasi) A: Membangun sistem informasi kredit yang tidak tergantung kepada vendor internasional o Biaya total proyek $ 3,580,000 to $ 4,275,000 o Waktu total yang diperlukan 2 hingga 3 tahun B: Membangun sistem informasi melalui kerjasama dengan vendor internasional o Biaya proyek total $ 3,055,000 o Waktu total yang diperlukan 1 tahun hingga 18 bulan XI

13 Biaya untuk kedua skenario tidak termasuk: pembangunan pusat data, jaringan dan perangkat lunak komunikasi, gaji untuk staf biro, operator sistem, programmer, administrasi pendukung pelanggan (pendidikan dan pelatihan yang terus menerus), biaya komunikasi, dll. Latar belakang terhadap Jasa Informasi Kredit di Wilayah Lain Beberapa negara di kawasan ini telah mendirikan atau mengembangkan operasi biro informasi kredit. Diantaranya: Australia; China (Hong Kong); India; Jepang; Malaysia; New Zealand; Philipina; Korea Selatan; Taiwan; Thailand Biro kredit telah didirikan dan beroperasi di Australia, Hong Kong, Japan (3 biro), Malaysia (biro swasta), New Zealand, Philipina, Korea Selatan, dan Taiwan. Mengembangkan Biro Kredit: o Biro kredit di Malaysia dimiliki oleh Bank Negara dan mengsubkontrakkan sistemnya kepada perusahaan swasta yang dikembangkan bersama oleh perusahaan Malaysia dan New Zealand. Biro ini belum beroperasi. o Sebuah biro swasta di Shanghai didukung oleh The Peoples Bank of China dalam pendirian sistem informasi kredit. Saat ini belum sepenuhnya beroperasi dan Bank of China sedang mempersiapkan landasan hokum untuk beroperasinya biro ini secara penuh. o Sebuah biro kredit swasta di Thailand mayoritas dimiliki oleh Asoasiasi Perbankan Thailnad dengan kepemilikan yang terbatas dari Trans Union Corp (sebuah vendor utama internasional) dan afiliasi Dun and Bradstreet. Biro ini juga mengsubkontrakkan operasinya kepada afiliasi Dun & Bradstreet, yang memiliki lisensi perangkat lunak biro kredit dari Trans Union Corporation. Biro ini sebagian telah beroperasi. o Biro kredit swasta di India mayoritas dimiliki oleh State Bank of India dan the Housing Development Corporation, dengan kepemilikan terbatas, Trans Union Corp and Dun & Bradstreet (USA). Proyek ini memperoleh dukungan penuh dari the Reserve Bank of India. Perusahaan ini memperoleh lisensi perangkat lunak biro kredit dari Trans Union Corp. Saat ini belum beroperasi. XII

14 1 INTRODUCTION 1.1 Background The Government of Indonesia is concerned with the inadequate level of financial services available to small and medium enterprises (SMEs) and the barrier this places in the way of their future growth. The Government believes that SME access to financial services and credit would improve, if a reliable credit information system were developed. On behalf of the Government an inter-ministerial task force commissioned a study to evaluate existing credit information sources in Indonesia, including the Debtor Information System operated by Bank Indonesia. The objective of this study is to determine what action would be required to establish an effective credit reporting system, capable of meeting the information needs of the banks and other financial institutions and as a consequence, freeing up access to improved credit facilities for SMEs. 1.2 Scope of the study Expected outcomes from the operation of a fully functional credit reporting service in Indonesia. Evaluation of Bank Indonesia s Debtor Information System, benchmarking the system against international credit reporting practice. Determination of the ability of DIS to meet users needs and the Government s SME objectives. Factors which may impede the development of an effective credit information system in Indonesia. Models which could be used to establish a private and/or public credit reporting service in Indonesia. Background to other credit reporting services in the Asia Pacific Region. Recommended Future Action. 1

15 2 EXPECTED CREDIT REPORTING OUTCOMES An international standard credit reporting system will benefit credit providers by: Reducing the incidence of non-performing loans Using a credit reporting service to assess all loan applications will reduce non-performing loans and bad debt write offs by at least 25%. By pooling credit history information from a wide group of lenders, a credit reporting service can make a borrower s complete credit history available to potential lenders. Informed lenders can then avoid extending loans to high-risk borrowers who have poor repayment histories. Borrowers will be aware that their performance is known to the credit reporting service. The information recorded will become part of the borrower s lending profile or reputation collateral. Any late payments or default will reduce the value of this collateral and as a result, adversely impact the borrower s ability to borrow further in the future. Reputation collateral can be particularly significant for an SME s ability to obtain working capital for future expansion. Improving productivity in the loan assessment process The use by a lender of credit bureau data and automated credit risk scoring techniques can reduce the time needed to process and approve or decline a credit request for a small business down to 15 minutes. 1 This compares with present credit approval times ranging from three to five days for personal credit and three to four weeks for a small business loan. Lower processing and bad debts costs will enable banks to expand their lending to SMEs As the cost of processing loan applications is reduced and the incidence of non-performing loans and bad debts also declines, banks and other lenders will find it more profitable to lend to small businesses. For example, with the introduction of SME credit risk scores in the United States between 1994 and 1998, loans to small businesses grew by 78.5%. Similar increases in SME lending have been noted in Australia by the local credit bureau. Over time credit bureau information will reduce reliance by lenders on collateral to secure small business lending Over a period July 1999 to May 2000 the World Bank conducted surveys of credit information registry usage by banks in Latin America. The survey covered most nations in the region. If it can be assumed that the credit risk environment of at least some Latin American countries is similar to Indonesian conditions, then one finding of the surveys may be particularly relevant. Banks were asked to rank the importance of credit registry information relative to other measures of credit worthiness. Of the various categories measured, twice as many banks ranked a company s credit payment history as being more important to their credit review process than the value of collateral. 2 1 World Bank SME Issues Vol 1, Number 2, November 2000, Credit Scoring A Tool for More Efficient SME Lending. 2 Credit Reporting Systems Around The Globe: The State of the Art in Public and Private Credit Registries, June 2000, page 24. 2

16 SMEs and individuals will also benefit from the operations of a credit bureau: Substantial reductions in the time required for credit approval As the efficiency of lenders credit assessment processes improves, borrowers will receive faster responses to their applications for credit and credit application procedures will become simpler and less time consuming. Recently established small businesses will have easier access to credit The availability of credit history information on businesses and their owners will make it easier for lenders to confirm the personal credit histories (reputation collateral) of the owners of a newly established business. To quote The Senior Vice President, Fair Isaac & Co., a company which pioneered the development of SME credit risk scoring models, Fair Isaac has found a surprising amount of statistical correlation between SME credit payment behaviour and the personal credit and financial status of the principals. This is also the experience of Decision Advantage Pty Ltd., a leading supplier of credit risk scoring systems in the Asia Pacific region. Interest charges for small business loans should decline as risk of lending improves Interest charges are influenced by many factors and the cost of bad debts and nonperforming loans has an important influence on rates charged. As costs and credit risk decrease, lenders will have improved interest rate flexibility Micro enterprises will have a better opportunity to grow to SMEs Should a decision be made to record smaller loans of less than Rp 50 million, then the lending patterns of many more individuals and micro businesses will be recorded by the credit bureau. This will give them the opportunity to build a good credit reputation. That credit reputation can in turn improve their access to better financial services. Experience with micro financing strongly suggests that micro enterprises have the potential to grow, provided they are able to gain access to working capital. As they gain access to financial services, they are able to grow out of the micro stage and graduate to the SME category. 3 All borrowers will experience greater flexibility in their relationships with lenders As individuals and SMEs establish their credit reputations via the credit registry, their ability to shop for credit facilities will improve. Whilst some lenders could see this as threatening, experience elsewhere shows that this trend is associated with an increase in total market size and increased credit demand. SMEs will experience a freeing up of working capital As lenders move away from the present focus on obtaining collateral, the capital which SMEs now have tied up in secured collateral will become available for use as working capital to grow the business. 3 SME Financing Lessons for Micro Finance SME Issues Vol 1, No 1, November

17 3 BANK INDONESIA S DEBTOR INFORMATION SYSTEM EVALUATION OF OPERATIONAL EFFECTIVENESS 3.1 Summary A basic service The Debtor Information System (DIS) provides a basic credit risk information service to the commercial banks. The DIS database of business and consumer credit transactions holds comprehensive information on each loan. Disciplined reporting standards have also contributed value by ensuring the integrity and accuracy of information in the database. The system s effectiveness is limited Participation is restricted to the commercial banks. The reporting of loan details is limited to amounts of Rp 50 million and above. Possibly no more than ten percent of commercial bank loans are recorded. Many credit providers, including venture capital banks, rural banks and cooperatives are not permitted to participate in the service. As a consequence it appears likely that the majority of smaller business loans and almost all consumer credit loans are not recorded by DIS. Bank Indonesia s reporting requirements are excessive for normal credit reporting The detailed and extensive information required of the commercial banks by Bank Indonesia is primarily used for bank supervision, i.e. monitoring the industry s credit risk exposure. The information gathered is in excess of what is required by a credit reporting operation. The costs associated with the collection of data are a barrier to any broadening of the DIS service. It could be expected that the commercial banks would resist reporting a greater range of loans to DIS under current information requirements. Non-bank credit providers would be faced with substantial additional operating costs. Database technology is adequate for current operations, but service delivery and enquiry system are inadequate and do not meet international standards (see Benchmarking Appendix 2). It is questionable whether the present hardware/software combination is compatible with the requirements of an international standard credit reporting system. The Debtor Information System contains valuable information, which could be modified to form the basis of an expanded credit reporting operation (see Appendix 1 for a more detailed assessment). 3.2 Benchmarking the debtor information system against international practice The Debtor Information System was benchmarked against two distinctly different creditreporting systems. Public Credit Registries 4

18 A selected sample of twenty- three public credit registries, all of which are operated and funded by central banks. Participation in public credit registries is almost always restricted to those banks supervised by the central bank. Participation and the reporting of customer account data are compulsory. The primary purpose of data collection is bank supervision. Private Sector Credit Bureaus A comparison drawn from nine private sector credit reporting systems. Private sector bureaus may be owned by a consortium of credit bureau users (banks, finance companies etc.) or may be private or public listed companies. Participation is voluntary and usually includes a wide range of credit providers (some Asia Pacific private sector bureaus are limited to financial institutions). The reporting of credit data to the bureau is governed by a written agreement. The primary purpose of data collection is to improve credit risk assessment. 3.3 Benchmarking results summary Public credit registries The Debtor Information System compared favourably with the other twenty-three public credit registries. It was within the mainstream of the benchmark group. The depth of information held by DIS on commercial credit (business) loans was superior to that recorded by most other organisations in the sample group. Private sector credit bureaus The Debtor Information System falls short of international private sector credit reporting standards. The DIS information is limited to a very small percentage of credit transactions, compared to private bureau operations. The service provided does not meet the operational characteristics of the leading private sector bureaus. (Refer to Appendix 2 for more detailed results) 5

19 4 FACTORS POTENTIALLY IMPEDING DEVELOPMENT OF A CREDIT INFORMATION SYSTEM There are seven areas of potential difficulty, which could impede the development of an effective credit reporting system. Problems in confirming customer identity. Difficulty in confirming business ownership and legal status. Willingness of banks and other credit providers to share customer data. Credit bureau ownership and control issues. Data quality accuracy of data reported. Communications technology mainly affecting major banks. Legislation formal recognition/authorisation limited protection against defamation data use/privacy legislation. 4.1 Problems in confirming customer identity Name and Address This is a problem shared with other countries in the region where name and address information does not fit within an easily recognisable format, suitable for automated data matching systems. Similar difficulties are encountered in Thailand, Malaysia, India, Pakistan and the Philippines. In Indonesia naming conventions permit a considerable variety and combination of given and family names. The use of single letter names is common. Similarly address information does not appear to conform to clearly laid down standards. It is understood the postal authorities provide guidelines for address layout, but that these guidelines are often ignored. The combination of non-conformist name and address data adds considerable complexity to any system, which is attempting to match incoming online enquiry data to stored records. Fortunately in Indonesia all citizens are issued with a national identity card (Kartu Tanda Penduduk) KTP at age 18. The KTP contains extensive information, which can be used to verify a potential credit customer s identity, including an identity number. It is recognised that the integrity of KTP is flawed, due to the ability of individuals to obtain more than one card. However the KTP is a valuable additional means of identity verification which, if added to customer name and address and employment information obtained by banks, can be effectively used by an automated data matching system. An independent expert, experienced in credit bureau data matching techniques, has assessed examples of Indonesian name and address usage and the data held on the KTP. He is of the opinion that an effective data matching system-covering individuals can be built in Indonesia (see Appendix 3 KTP). 6

20 NPWP (Tax Object Master Number) Bank Indonesia requires commercial banks to obtain the NPWP of all individuals and businesses applying for a loan of Rp 50 million and over. The NPWP has high integrity and is an ideal identifier for data matching purposes. Until recently it was only issued to businesses and individuals who earn taxable income from more than one source (eg., not people employed by businesses or government). As a result it is estimated that less than five percent of taxpayers are currently issued with a NPWP. The Government has a program to increase NPWP penetration to five million by the end of If the use of NPWP were to become widespread it would be an invaluable identifier for use in credit risk assessment (see Appendix 4 NPWP). 4.2 Difficulties in confirming business ownership and legal status At present information concerning the legal status of a registered business (C.V., P.T., Koperasi) appears to be split across three government bodies: Ministry of Industry and Trade, Directorate of Business Development and Company Registration Ministry of Justice and Human Rights State Ministry for Cooperatives and Small & Medium Business. The Directorate of Business Development and Company Registration has a partly automated database covering registration and ownership of P.T. Limited. C.V.s and Cooperatives. It is the largest of the three databases, but is stated to have records on no more than fifty percent of trading companies. The Directorate s automation program is only partly complete and appears to be stalled. The Ministry of Justice has a partly automated database of P.T. Limited company certification details. The automation project is recent and progressing. It is understood that the Ministry for Cooperatives has an automated database of cooperatives but details of its operation are not known. This division of business certification and registration can lead to duplication and additional costs for credit providers. Consideration should be given to the establishment of one single business registration authority. The adverse impact of three separate sources of business registration information on the credit assessment process for business loans is noticeable. During this study, two commercial banks demonstrated the labour intensive data gathering process involved in confirming the legal status and ownership of business enterprises applying for loans. It appears that very few, if any credit providers contact the three business registries to confirm business certification or ownership details for the purpose of loan assessment. A centralised, automated, one stop business registration authority would benefit both lenders and small medium enterprises. Access to such a registry by a centralised credit reporting service would significantly improve that service s ability to crossreference the credit histories of individual business people with credit files of the businesses which they control (see Appendix 5 Company Registries). 7

21 4.3 Willingness of banks and other lenders to share customer data Prior to the recent economic difficulties experienced by a number of countries in the Asia Pacific Region, many credit providers were reluctant to share customer credit information. That situation is now changing and credit reporting systems are being established/expanded in a number of countries in the region (addressed in Section 5 of this report). At issue is the concern of lenders that in sharing their customer information through a credit bureau, that information may be misused by a competitor. This concern does not apply to the Debtor Information System, due to the strict controls and penalties for misuse, imposed by Bank Indonesia. If a prospective credit reporting system is to be expanded beyond the commercial banks to include other credit providers, a similar control mechanism will need to be put in place. There are several ways in which this can be achieved and these are addressed in Section Credit Bureau Ownership and Control A strength of the current DIS service is that the commercial banks have confidence that Bank Indonesia is not biased in favour of a particular bank or banks and is not subject to any undue influence which might result in a bank being disadvantaged. This will be a crucial issue for any new credit reporting service. It must be able to demonstrate an ownership structure, which is resistant to any attempt by an stakeholder to divert the bureau s business direction or overall policies. The operational management of the bureau must also be seen to be unbiased and independent of outside influence. There are means to achieve this, including separating ownership from the day-to-day operations of the credit bureau. These are addressed in Section Data Quality Standards The maintenance of accuracy in reporting data to the bureau is a constant issue for credit bureaus worldwide. In the case of DIS this is assured by the power of Bank Indonesia to impose fines for non-compliance. If there were some means by which this level of regulated data quality standard could be maintained in an expanded credit reporting operation, this should be given close attention. Possibly the soon to be established Integrated Financial Supervisory Institution, IFSI, would be an appropriate body. Alternatively a good spread of credit bureau ownership, supportive of a Board of Directors willing to impose strong sanctions for non- compliance, would achieve a similar result. 4.6 Communications Technology This is probably not a problem for smaller credit bureau users, who would have enquiry access via an Internet service provider. There may be some initial problems for larger banks that are likely to wish to use high volume CPU-to-CPU links. This is an area to be explored with Indonesian telecom service suppliers. 4.7 Legislation There appear to be no legislative or regulatory barriers to the establishment of a comprehensive credit reporting system. 8

22 The Banking Act 1998 permits banks to exchange credit information about their customers. It is understood that a new Draft Credit Law being considered by Parliament encourages the sharing of credit information to establish a debtor s ability to service a proposed loan. There may be problems with defamation action, where a credit bureau report is claimed to have damaged an individual or business. Consideration should be given to permitting a qualified defence to defamation where the published information is shown to be true or in the public interest. This is an issue requiring expert advice, but it is not perceived to be serious enough to prevent establishment of a credit bureau. Data privacy legislation covering the collection and use of credit bureau information and giving data subjects a right of access and correct is recommended. As the operations of the credit reporting system expand and become universal, there will be an increased risk of unauthorised use of credit data that could lead to growing public concern about the existence of a secretive centralised database of sensitive personal data. 9

23 5 MODELS WHICH COULD BE USED TO ESTABLISH A CREDIT REPORTING SERVICE IN INDONESIA 5.1 Ownership Ownership of the credit bureau remains with Bank Indonesia Bank Indonesia would have two options to develop a fully functional bureau. Extend the functionality of DIS Extend the functionality of the Debtor Information System by contracting with a third party (possibly the original designer of the DIS software) to investigate, design and build a credit reporting system modelled on international best practice and modified for Indonesian conditions. There are a number of experienced data base software design companies with the potential capacity to build a credit reporting system. An issue for Bank Indonesia would be that it is unlikely that any of them would have prior experience in the specialised requirements of an operating credit reporting system. In effect Bank Indonesia would be paying a learning premium with no guarantee as to completion time, eventual cost, operational efficiencies, or compatibility with other credit reporting systems. It is unlikely that any of the specialised international suppliers of credit reporting system would be prepared to take up a credit reporting system design contract which involved transferring ownership rights to Bank Indonesia for key source or object code. Enter into a credit bureau software licence agreement Enter into an agreement with one of the specialised international credit reporting system suppliers (all of whom have extensive operating experience) for the installation of a basic operational credit-reporting platform, customised to Indonesian conditions. This option provides two further implementation models. Invite tenders for the design and installation of a fully functional credit reporting software system, customised to Indonesian conditions. Operational responsibility to be assumed by Bank Indonesia upon acceptance of the system. Computer hardware, operating systems and any third party software to be the responsibility of Bank Indonesia. The credit bureau system supplier would provide training to Bank Indonesia staff. Software maintenance, system upgrades and new product release would be negotiated. An up front fee would be payable, plus an annual licence fee, probably linked to credit bureau enquiry volumes. All of the above as part of a partnership agreement involving the formation of a joint venture company to take responsibility for design and installation of the new system and operational management of the bureau, following acceptance of the system. In this model the software system supplier would take equity share and have an ongoing role in the management of the bureau. The model also presents opportunities to negotiate credit bureau system set up costs and negotiate ongoing access to new product releases. 10

24 5.1.2 Formation of a new industry controlled company to assume credit bureau operations An issue arising from this option is what ownership structure is likely to be acceptable to current and future users of the existing DIS service. The commercial banks have expressed a concern that private sector ownership of the credit bureau must continue to ensure that no bank is disadvantaged through misuse of its customer account data reported to the bureau, nor as a result of policy decisions, which may advantage a competitor. This issue can be addressed in three ways: Shareholding in the credit bureau company is shared equally by the initial stakeholders/customers (the commercial banks), with some provision for new stakeholders to be invited to participate at a later date. Board participation should reflect the shareholding structure, although not all shareholders would necessarily serve on the Board (too large a Board could cause problems). There could be a role here for the Bank Associations. As for above, plus Bank Indonesia (and/or its regulatory successor) be invited to assume an equity position, possibly via a subsidiary of Bank Indonesia, given the equity ownership limitations imposed on the Bank. The participation of Bank Indonesia would add to the credibility and stability of the new operation. Either of the above options plus inviting a successful credit bureau system supplier to participate as a shareholder. Experience elsewhere has shown that the active ongoing participation of one of the major international credit reporting groups at a Board and operational level can be of benefit by bringing a broad level of practical experience to bear on any issues that may arise. The possibility of equity participation for a system supplier may provide additional flexibility in negotiating software licence fees, set up costs and access to new products. 5.2 Operational issues Assumed Bank Indonesia control of the credit bureau Issues which need to be addressed: Management and entrepreneurial skills Does Bank Indonesia have people with the management, technical and entrepreneurial skills and attitudes necessary to operate a world-class credit bureau service? Generally speaking government agencies are not best suited to act as service providers. Government structure, culture and capacity to respond to change are not the best models for operating in customer-oriented environments. Government agencies are not always flexible or innovative, nor do they respond well to the pressure of market forces. To an extent this is demonstrated in the operations of public credit reporting registers operated by central banks in other countries. They tend to be under utilised by credit providers, with a limited number of information providers and a limited product range. Most do not provide data subjects with a right of access to their files. Regulation of data Whilst Bank Indonesia retains regulatory control of the commercial banks, there is an important role for it in using its authority to control the supply and use of credit bureau information and in maintaining data quality standards. 11

FACTORS AFFECTING ACCOUNTING INFORMATION SYSTEMS SUCCESS IMPLEMENTATION

FACTORS AFFECTING ACCOUNTING INFORMATION SYSTEMS SUCCESS IMPLEMENTATION FACTORS AFFECTING ACCOUNTING INFORMATION SYSTEMS SUCCESS IMPLEMENTATION (An Empirical Study on Central Java Small and Medium Company) THESIS ASHARI C4C005126 ACCOUNTING MASTER PROGRAM DIPONEGORO UNIVERSITY

More information

LIGHTNING AS A NEW RENEWABLE ENERGY SOURCE SARAVANA KUMAR A/L ARPUTHASAMY UNIVERSITI TEKNOLOGI MALAYSIA

LIGHTNING AS A NEW RENEWABLE ENERGY SOURCE SARAVANA KUMAR A/L ARPUTHASAMY UNIVERSITI TEKNOLOGI MALAYSIA LIGHTNING AS A NEW RENEWABLE ENERGY SOURCE SARAVANA KUMAR A/L ARPUTHASAMY UNIVERSITI TEKNOLOGI MALAYSIA LIGHTNING AS A NEW RENEWABLE ENERGY SOURCE SARAVANA KUMAR A/L ARPUTHASAMY A project report submitted

More information

Transaction Processing, Functional Applications & anton@ukdw.ac.id

Transaction Processing, Functional Applications & anton@ukdw.ac.id Transaction Processing, Functional Applications & Integration anton@ukdw.ac.id Alternatif Pengganti Tgl 19 nov jam 10.30 (Sabtu) Tgl 3 des jam 10.30 (Sabtu) Tgl 5 des jam 10.30 (Senin) Functional Areas

More information

PRODUCTIVITY IMPROVEMENT VIA SIMULATION METHOD (MANUFACTURING INDUSTRY) HASBULLAH BIN MAT ISA

PRODUCTIVITY IMPROVEMENT VIA SIMULATION METHOD (MANUFACTURING INDUSTRY) HASBULLAH BIN MAT ISA PRODUCTIVITY IMPROVEMENT VIA SIMULATION METHOD (MANUFACTURING INDUSTRY) HASBULLAH BIN MAT ISA Thesis submitted in fulfillment of the requirements for the award of the degree of Bachelor of Mechanical Engineering

More information

A STUDY ON MOTIVATION TO START UP A BUSINESS AMONG CHINESE ENTREPRENEURS

A STUDY ON MOTIVATION TO START UP A BUSINESS AMONG CHINESE ENTREPRENEURS A STUDY ON MOTIVATION TO START UP A BUSINESS AMONG CHINESE ENTREPRENEURS A master project submitted to the Graduate School in partial fulfillment of the requirements for the degree Master of Business Administration,

More information

SPAM FILTERING USING BAYESIAN TECHNIQUE BASED ON INDEPENDENT FEATURE SELECTION MASURAH BINTI MOHAMAD

SPAM FILTERING USING BAYESIAN TECHNIQUE BASED ON INDEPENDENT FEATURE SELECTION MASURAH BINTI MOHAMAD SPAM FILTERING USING BAYESIAN TECHNIQUE BASED ON INDEPENDENT FEATURE SELECTION MASURAH BINTI MOHAMAD A project report submitted in partial fulfillment of the requirements for the award of the degree of

More information

Kalkulus Fungsi Dua Peubah atau Lebih

Kalkulus Fungsi Dua Peubah atau Lebih Kalkulus Fungsi Dua Peubah atau Lebih Warsoma Djohan Prodi Matematika, FMIPA - ITB March 6, 00 Kalkulus / MA-ITB / W.D. / 00 (ITB) Kalkulus Fungsi Dua Peubah atau Lebih March 6, 00 / 9 Fungsi Dua Peubah

More information

Note on the Application Form for the JICA Training and Dialogue Program

Note on the Application Form for the JICA Training and Dialogue Program INDONESIA Ver. Oct 2014 Note on the Application Form for the JICA Training and Dialogue Program Dear Candidates in Indonesia, ENGLISH (1) For Medical History and Language Proficiency, please fill in the

More information

JOB AGENT MANAGEMENT SYSTEM LU CHUN LING. A thesis submitted in partial fulfillment of. the requirements for the award of the degree of

JOB AGENT MANAGEMENT SYSTEM LU CHUN LING. A thesis submitted in partial fulfillment of. the requirements for the award of the degree of JOB AGENT MANAGEMENT SYSTEM LU CHUN LING A thesis submitted in partial fulfillment of the requirements for the award of the degree of Bachelor of Computer Sciences (Software Engineering) FACULTY OF COMPUTER

More information

Financial and Solvency Projection in Life Insurance Company

Financial and Solvency Projection in Life Insurance Company Financial and Solvency Projection in Life Insurance Company Possible Role of Accountant in Financial and Solvency Projection in Life Insurance Company Possible Role of Accountant in Financial and Solvency

More information

GARIS PANDUAN PENGENDALIAN DIVIDEN SATU PERINGKAT DALAM LEBIHAN AKTUARI YANG DIPINDAHKAN KEPADA DANA PEMEGANG SAHAM

GARIS PANDUAN PENGENDALIAN DIVIDEN SATU PERINGKAT DALAM LEBIHAN AKTUARI YANG DIPINDAHKAN KEPADA DANA PEMEGANG SAHAM LHDN.01/35/(S)/42/51/84 GARIS PANDUAN PENGENDALIAN DIVIDEN SATU PERINGKAT DALAM LEBIHAN AKTUARI YANG DIPINDAHKAN KEPADA DANA PEMEGANG SAHAM 1. PENDAHULUAN 1.1 Lebihan Aktuari adalah lebihan baki pada akhir

More information

OCBC GREAT EASTERN CO-BRAND CARD FREQUENTLY ASKED QUESTIONS (FAQ) REBATE FEATURES, INTEREST FREE AUTO INSTALMENT PAYMENT PLAN (AUTO-IPP) AND BENEFITS

OCBC GREAT EASTERN CO-BRAND CARD FREQUENTLY ASKED QUESTIONS (FAQ) REBATE FEATURES, INTEREST FREE AUTO INSTALMENT PAYMENT PLAN (AUTO-IPP) AND BENEFITS OCBC GREAT EASTERN CO-BRAND CARD FREQUENTLY ASKED QUESTIONS (FAQ) REBATE FEATURES, INTEREST FREE AUTO INSTALMENT PAYMENT PLAN (AUTO-IPP) AND BENEFITS 1. What benefits can I get when I use the OCBC Great

More information

PENCAPAIAN HOSPITAL PERFORMANCE INDICATOR FOR ACCOUNTABILITY (HPIA) No Indikator Standard Julai - Disember 2015

PENCAPAIAN HOSPITAL PERFORMANCE INDICATOR FOR ACCOUNTABILITY (HPIA) No Indikator Standard Julai - Disember 2015 PENCAPAIAN HOSPITAL PERFORMANCE INDICATOR FOR ACCOUNTABILITY (HPIA) No Indikator Standard Performance Julai - Disember 2015 Catatan INTERNAL BUSINESS PROCESS 1 ST elevation myocardial infarction (STEMI)

More information

CLIENT SERVER APPLICATION FOR SERVER FARM PERFORMANCE MONITORING ABDIRASHID HASSAN ABDI

CLIENT SERVER APPLICATION FOR SERVER FARM PERFORMANCE MONITORING ABDIRASHID HASSAN ABDI ii CLIENT SERVER APPLICATION FOR SERVER FARM PERFORMANCE MONITORING ABDIRASHID HASSAN ABDI A project submitted in partial fulfillment of the requirements for the award of the degree of Master of Computer

More information

PROFITABILITY ANALYSIS

PROFITABILITY ANALYSIS PROFITABILITY ANALYSIS Ekonomi Teknik Kimia By Dr. Istadi 2007 Schedule Time Value of Money (Interest Rate) & Cash Flow Depreciation & Salvage Value Profitability Analysis Selection of Alternatif Investment

More information

Tool Enhancement For Collaborative Software Engineering Education

Tool Enhancement For Collaborative Software Engineering Education Tool Enhancement For Collaborative Software Engineering Education Danang Wahyu Utomo 1, Egia Rosi Subhiyakto 2, Sabrina Ahmad 3 1,2 Program Studi Teknik Informatika, Fakultas Ilmu Komputer, Universitas

More information

DEVELOP AND DESIGN SHEMATIC DIAGRAM AND MECHANISM ON ONE SEATER DRAG BUGGY MUHAMMAD IBRAHIM B MD NUJID

DEVELOP AND DESIGN SHEMATIC DIAGRAM AND MECHANISM ON ONE SEATER DRAG BUGGY MUHAMMAD IBRAHIM B MD NUJID DEVELOP AND DESIGN SHEMATIC DIAGRAM AND MECHANISM ON ONE SEATER DRAG BUGGY MUHAMMAD IBRAHIM B MD NUJID A report in partial fulfillment of the requirements For award of the Diploma of Mechanical Engineering

More information

The power of knowledge, the role of science

The power of knowledge, the role of science The power of knowledge, the role of science Philippe Desmeth President of the World Federation for Culture Collections http://www.wfcc.info Belgian Coordinated Collections of Micro-organisms Belgian Science

More information

BISKUT RAYA INVENTORY MANAGEMENT SYSTEM (BRIMS) NURUL AMIRAH BINTI ROSLAN THESIS SUBMITTED IN FULFILLMENT OF THE DEGREE OF COMPUTER SCIENCE

BISKUT RAYA INVENTORY MANAGEMENT SYSTEM (BRIMS) NURUL AMIRAH BINTI ROSLAN THESIS SUBMITTED IN FULFILLMENT OF THE DEGREE OF COMPUTER SCIENCE BISKUT RAYA INVENTORY MANAGEMENT SYSTEM (BRIMS) NURUL AMIRAH BINTI ROSLAN THESIS SUBMITTED IN FULFILLMENT OF THE DEGREE OF COMPUTER SCIENCE FACULTY OF COMPUTER SYSTEM & SOFTWARE ENGINEERING UNIVERSITI

More information

Customer Relationship Management (CRM)

Customer Relationship Management (CRM) Customer Relationship Management (CRM) VRMA National Conference San Francisco October 16-20 www.vdsys.com/ppt/crm2004.ppt - http://www.vdsys.com/vrma2004 Paul: paulh@vdsys.com Ed: ed.ulmer@barefoot.com

More information

INTEGRATING CONSUMER TRUST IN BUILDING AN E-COMMERCE WEBSITE NUR ZAILAN BIN OTHMAN

INTEGRATING CONSUMER TRUST IN BUILDING AN E-COMMERCE WEBSITE NUR ZAILAN BIN OTHMAN i INTEGRATING CONSUMER TRUST IN BUILDING AN E-COMMERCE WEBSITE NUR ZAILAN BIN OTHMAN A project report submitted in partial fulfillment of the requirements for the award of the degree of Master of Science

More information

WEB-BASED PROPERTY MANAGEMENT SYSTEM SAFURA ADEELA BINTI SUKIMAN

WEB-BASED PROPERTY MANAGEMENT SYSTEM SAFURA ADEELA BINTI SUKIMAN i WEB-BASED PROPERTY MANAGEMENT SYSTEM SAFURA ADEELA BINTI SUKIMAN A thesis submitted in fulfillment of the requirements for the award of the degree of Masters of Science (IT Management) Faculty of Computer

More information

K-BASED HELPDESK SYSTEM SISTEM MEJA BANTUAN BERASASKAN PENGETAHUAN

K-BASED HELPDESK SYSTEM SISTEM MEJA BANTUAN BERASASKAN PENGETAHUAN K-BASED HELPDESK SYSTEM SISTEM MEJA BANTUAN BERASASKAN PENGETAHUAN Authors Mohamad Safuan Bin Sulaiman, Abdul Muin Abdul Rahman, Norzalina Bt. Nasirudin, Khairiel Adyani B. Abd. Ghani Address Malaysian

More information

TRANSFORMATIONAL PROJECT MANAGER: AN ENABLER OF AN ENTERPRISE RESOURCE PLANNING (ERP) IMPLEMENTATION SUCCESS JOHN ONYEKACHI OKUGO

TRANSFORMATIONAL PROJECT MANAGER: AN ENABLER OF AN ENTERPRISE RESOURCE PLANNING (ERP) IMPLEMENTATION SUCCESS JOHN ONYEKACHI OKUGO i TRANSFORMATIONAL PROJECT MANAGER: AN ENABLER OF AN ENTERPRISE RESOURCE PLANNING (ERP) IMPLEMENTATION SUCCESS JOHN ONYEKACHI OKUGO A dissertation submitted in partial fulfillment of the requirements for

More information

A THESIS In Partial Fulfillment of the Requirements for Master s Degree in Linguistics. Idha Nurhamidah 13020210400027

A THESIS In Partial Fulfillment of the Requirements for Master s Degree in Linguistics. Idha Nurhamidah 13020210400027 REDESIGNING THE ENGLISH SYLLABUS FOR ACCOUNTING STUDY PROGRAM TO BECOME A COMPETENCY-BASED ESP SYLLABUS AT ECONOMICS FACULTY STIKUBANK UNIVERSITY (UNISBANK) SEMARANG A THESIS In Partial Fulfillment of

More information

FRAMEWORK FOR EVALUATING PROGRAMMING LANGUAGES FOR COMPUTER GRAPHICS

FRAMEWORK FOR EVALUATING PROGRAMMING LANGUAGES FOR COMPUTER GRAPHICS FRAMEWORK FOR EVALUATING PROGRAMMING LANGUAGES FOR COMPUTER GRAPHICS By AKRAM MOHAMMED ZEKI Thesis Submitted to the School of Graduate Studies, Universiti Putra Malaysia, in Fulfilment of the Requirements

More information

Building a Simple Data Center Network Infrastructure for Campus

Building a Simple Data Center Network Infrastructure for Campus ISSN 2356-4393 Building a Simple Data Center Network Infrastructure for Campus Tedi Lesmana Marselino 1), Kiki Bayhaki 2) Informatika, Institut Teknologi dan Bisnis Kalbis Jalan Pulomas Selatan Kav.22

More information

How To Manage A Learning Centre Based On It And Blogs

How To Manage A Learning Centre Based On It And Blogs STUDENTS LEARNING CENTER STRATEGY BASED ON E-LEARNING AND BLOGS Leon Andretti Abdillah Information Systems Study Program, Computer Science Faculty, Bina Darma University Jl. Jenderal Ahmad Yani No.12,

More information

HELP DESK SYSTEM IZZAT HAFIFI BIN AHMAD ARIZA

HELP DESK SYSTEM IZZAT HAFIFI BIN AHMAD ARIZA HELP DESK SYSTEM IZZAT HAFIFI BIN AHMAD ARIZA A thesis submitted in fulfillment of the requirement for the awards of Bachelor of Computer Science (Computer Systems & Networking) with Honours Faculty of

More information

TABLE OF CONTENTS. SUPERVISOR S DECLARATION ii STUDENT S DECLARATION iii DEDICATION ACKNOWLEDGEMENTS v ABSTRACT LIST OF TABLES

TABLE OF CONTENTS. SUPERVISOR S DECLARATION ii STUDENT S DECLARATION iii DEDICATION ACKNOWLEDGEMENTS v ABSTRACT LIST OF TABLES ACKNOWLEDGEMENT I would like to express my gratitude and appreciation to all those who gave me the possibility to complete this report. A special thanks to our final year project coordinator, Mr. Zamri,

More information

Life Protection GREAT MAXIPROTECTOR

Life Protection GREAT MAXIPROTECTOR Life Protection GREAT MAXIPROTECTOR Enjoy long-term protection that s easy on premiums We understand that you have good intentions in life. Whether it s protecting the things that matter most to you, or

More information

MASTER S PROJECT REPORT SUMMARY

MASTER S PROJECT REPORT SUMMARY MASTER S PROJECT REPORT SUMMARY LEVEL OF SERVICE (LOS) FOR MULTILANE HIGHWAY AND ROAD ACCIDENT INFORMATION SYSTEM DEVELOPMENT OF BATU PAHAT AREA (LORIS) Prepared by: Mohd Ezree Bin Abdullah Master of Engineering

More information

Student Application Form

Student Application Form Please check the relevant boxes. Undergraduate Malaysian Postgraduate International Student name: Student Application Form Instructions: 1. Please fill out this form in pen or apply online at www.monash.edu.my/advancement/future/index.html

More information

DEVELOPMENT OF SCHEDULING SYSTEM FOR STAMPING DIE PRODUCTION USING SIMULATION DISPATCH APPROACH

DEVELOPMENT OF SCHEDULING SYSTEM FOR STAMPING DIE PRODUCTION USING SIMULATION DISPATCH APPROACH DEVELOPMENT OF SCHEDULING SYSTEM FOR STAMPING DIE PRODUCTION USING SIMULATION DISPATCH APPROACH By CHEW CHEE LEONG Thesis Submitted to the School of Graduate Studies,, in Fulfilment of the Requirements

More information

DECENTRALIZED SOCIAL NETWORK SERVICE USING THE WEB HOSTING SERVER FOR PRIVACY PRESERVATION

DECENTRALIZED SOCIAL NETWORK SERVICE USING THE WEB HOSTING SERVER FOR PRIVACY PRESERVATION DECENTRALIZED SOCIAL NETWORK SERVICE USING THE WEB HOSTING SERVER FOR PRIVACY PRESERVATION Yoonho Nam, Changhoon Lee, Youngman Jung, Woongryul Jeon and Dongho Won Information Security Group, Sungkyunkwan

More information

DEVELOPING AN ISP FOR HOTEL INDUSTRY: A CASE STUDY ON PUTRA PALACE HOTEL

DEVELOPING AN ISP FOR HOTEL INDUSTRY: A CASE STUDY ON PUTRA PALACE HOTEL DEVELOPING AN ISP FOR HOTEL INDUSTRY: A CASE STUDY ON PUTRA PALACE HOTEL A report submitted to the Graduate School in partial fulfillment of the requirement for the Degree Master of Science (Information

More information

Customer Service Charter

Customer Service Charter Customer Service Charter Introduction This Customer Service Charter sets out our commitment to deliver the highest standard of customer service. It outlines the types of services we will endeavour to provide

More information

Student Application Form

Student Application Form Please check P the relevant boxes. Undergraduate Malaysian Postgraduate International Student name: Student Application Form Instructions: 1. Please fill out this form in pen or apply online at http://www.monash.edu.my/study/apply/application-form/online-application

More information

Al-Ijarah Leasing and Factoring Finance Institution (Schedule Institution) under Section 19(1) Banking and Financial Institution Act (BAFIA) 1989

Al-Ijarah Leasing and Factoring Finance Institution (Schedule Institution) under Section 19(1) Banking and Financial Institution Act (BAFIA) 1989 KHTAR FACTORNG SDN.BHD (507971 X) No. 10 G, Persiaran 65, Pekeliling Business Centre, Off Jalan Pahang Barat, 53000 Kuala Lumpur. Tel: 603-4024 6455, 4022 6455, Fax: 603-4022 4020 Email : sera@ikhtiarfactroing.com

More information

RFID BASED SYSTEMATIC STUDENT S ATTENDANCE MANAGEMENT SYSTEM HANISAH BINTI HAMID. Faculty of Electrical and Electronic Engineering

RFID BASED SYSTEMATIC STUDENT S ATTENDANCE MANAGEMENT SYSTEM HANISAH BINTI HAMID. Faculty of Electrical and Electronic Engineering ii RFID BASED SYSTEMATIC STUDENT S ATTENDANCE MANAGEMENT SYSTEM HANISAH BINTI HAMID This thesis is submitted as partial fulfilment of the requirement for the award of the Bachelor of Electrical Engineering

More information

IMPROVING SERVICE REUSABILITY USING ENTERPRISE SERVICE BUS AND BUSINESS PROCESS EXECUTION LANGUAGE AKO ABUBAKR JAAFAR

IMPROVING SERVICE REUSABILITY USING ENTERPRISE SERVICE BUS AND BUSINESS PROCESS EXECUTION LANGUAGE AKO ABUBAKR JAAFAR IMPROVING SERVICE REUSABILITY USING ENTERPRISE SERVICE BUS AND BUSINESS PROCESS EXECUTION LANGUAGE AKO ABUBAKR JAAFAR A project report submitted in partial fulfillment of the requirements for the award

More information

Program Mikro Kredit Berasaskan Ar Rahnu. Ar Rahnu-Based Micro Credit Programme

Program Mikro Kredit Berasaskan Ar Rahnu. Ar Rahnu-Based Micro Credit Programme Program Mikro Kredit Berasaskan Ar Rahnu 2 Program Mikro Kredit Berasaskan Ar Rahnu Program Mikro Kredit Berasaskan Ar Rahnu Yayasan Pembangunan Ekonomi Islam Malaysia Malaysia Islamic Economic Development

More information

Page 1 of 1. Page 2 of 2 % &! " '! ( ' ( $) * +, - % -. !" # $

Page 1 of 1. Page 2 of 2 % &!  '! ( ' ( $) * +, - % -. ! # $ Argosoft Pos Server Panduan Page 1 of 1 Isi Mulai... 3 Menguasai... 5 Pilihan... 7 Menentukan catatan... 10 Menentukan Linkungan... 11 Linkungan betul... 12 Menentukan linkungan berganda... 13 Menambahkan

More information

STRESS EFFECT STUDY ON 6 DIFFERENT PATTERN OF TYRES FOR SIZE 175/70 R13 SYAHRIL AZEEM ONG BIN HAJI MALIKI ONG. for the award of the degree of

STRESS EFFECT STUDY ON 6 DIFFERENT PATTERN OF TYRES FOR SIZE 175/70 R13 SYAHRIL AZEEM ONG BIN HAJI MALIKI ONG. for the award of the degree of STRESS EFFECT STUDY ON 6 DIFFERENT PATTERN OF TYRES FOR SIZE 175/70 R13 SYAHRIL AZEEM ONG BIN HAJI MALIKI ONG A report submitted in partial fulfilment of the requirements for the award of the degree of

More information

SME Credit Scoring: Key Initiatives, Opportunities, and Issues

SME Credit Scoring: Key Initiatives, Opportunities, and Issues The World Bank Group March 2006 Issue No. 10 AccessFinance A Newsletter Published by the Financial Sector Vice Presidency Access to Finance Thematic Group SME Credit Scoring: Key Initiatives, Opportunities,

More information

Page 1. The Editor. DBSI Graduate Associate Programme Technology and Operations (T&O) DBSI Management Associate Programme

Page 1. The Editor. DBSI Graduate Associate Programme Technology and Operations (T&O) DBSI Management Associate Programme Table of Content: DBS INDONESIA 1 MANUCHAR INDONESIA 2 PT. JURNAL CONSULTING INDONESIA 3 MEDIC TRUST 3 POLATIC 5 BORNEVIA 6 The Editor SAGE Office BINUS JWC Campus Jl. Hang Lekir I No.6, Senayan, Jakarta

More information

SATUAN ACARA PERKULIAHAN (SAP) Mata Kuliah : Struktur Data Kode : TIS3213 Semester : III Waktu : 2 x 3 x 50 Menit Pertemuan : 6 & 7

SATUAN ACARA PERKULIAHAN (SAP) Mata Kuliah : Struktur Data Kode : TIS3213 Semester : III Waktu : 2 x 3 x 50 Menit Pertemuan : 6 & 7 A. Kompetensi 1. Utama SATUAN ACARA PERKULIAHAN (SAP) Mata Kuliah : Struktur Data Kode : TIS3213 Semester : III Waktu : 2 x 3 x 50 Menit Pertemuan : 6 & 7 Mahasiswa dapat memahami tentang konsep pemrograman

More information

WHAT IS BUSINESS CREDIT?

WHAT IS BUSINESS CREDIT? 1 WHAT IS BUSINESS CREDIT? Why Do I Need Credit? Establishing a good credit rating is an important financial priority for every business. Having good business credit means that owners of businesses can

More information

EXPERIMENTAL ANALYSIS OF PASSIVE BANDWIDTH ESTIMATION TOOL FOR MULTIPLE HOP WIRELESS NETWORKS NURUL AMIRAH BINTI ABDULLAH

EXPERIMENTAL ANALYSIS OF PASSIVE BANDWIDTH ESTIMATION TOOL FOR MULTIPLE HOP WIRELESS NETWORKS NURUL AMIRAH BINTI ABDULLAH EXPERIMENTAL ANALYSIS OF PASSIVE BANDWIDTH ESTIMATION TOOL FOR MULTIPLE HOP WIRELESS NETWORKS NURUL AMIRAH BINTI ABDULLAH THESIS SUBMITTED IN FULFILLMENT OF THE DEGREE OF COMPUTER SCIENCE FACULTY OF COMPUTER

More information

SPA BEAUTY MANAGEMENT SYSTEM NAJIHAH BINTI RUSSLI

SPA BEAUTY MANAGEMENT SYSTEM NAJIHAH BINTI RUSSLI SPA BEAUTY MANAGEMENT SYSTEM NAJIHAH BINTI RUSSLI This report is submitted in partial fulfillment of the requirements for the Bachelor of Computer Science (Database Management) FACULTY OF INFORMATION AND

More information

www.buttleassociates.com This paper was originally published in 2004 on www.eccs.uk.com 1

www.buttleassociates.com This paper was originally published in 2004 on www.eccs.uk.com 1 CRM IN AUSTRALIA Francis Buttle Managing Director, Francis Buttle & Associates, Sydney, Australia and Lawrence Ang Macquarie Graduate School of Management, Sydney, Australia www.buttleassociates.com This

More information

Legal and regulatory framework for credit reporting. International experience. Prepared by Margart Miller and Nataliya Mylenko, OPD, World Bank

Legal and regulatory framework for credit reporting. International experience. Prepared by Margart Miller and Nataliya Mylenko, OPD, World Bank Legal and regulatory framework for credit reporting. International experience. Prepared by Margart Miller and Nataliya Mylenko, OPD, World Bank International practices in regulation of credit reporting

More information

UNIVERSITI PUTRA MALAYSIA KNOWLEDGE MANAGEMENT SYSTEM FRAMEWORK FOR COLLABORATIVE OPEN SOURCE SOFTWARE DEVELOPMENT

UNIVERSITI PUTRA MALAYSIA KNOWLEDGE MANAGEMENT SYSTEM FRAMEWORK FOR COLLABORATIVE OPEN SOURCE SOFTWARE DEVELOPMENT UNIVERSITI PUTRA MALAYSIA KNOWLEDGE MANAGEMENT SYSTEM FRAMEWORK FOR COLLABORATIVE OPEN SOURCE SOFTWARE DEVELOPMENT MODI BIN LAKULU FSKTM 2012 23 KNOWLEDGE MANAGEMENT SYSTEM FRAMEWORK FOR COLLABORATIVE

More information

ONLINE RESTAURANT MANAGEMENT SYSTEM (ORMS) HANISAH BINTI MD TAHA

ONLINE RESTAURANT MANAGEMENT SYSTEM (ORMS) HANISAH BINTI MD TAHA ONLINE RESTAURANT MANAGEMENT SYSTEM (ORMS) HANISAH BINTI MD TAHA This report is submitted in partial fulfillment of the requirements for the Bachelor of Computer Science (Database Management) FACULTY OF

More information

The Implementation of Inclusive Education for Students with Special Needs in Indonesia 1

The Implementation of Inclusive Education for Students with Special Needs in Indonesia 1 Excellence in Higher Education 2 (2011): 1-10 The Implementation of Inclusive Education for Students with Special Needs in Indonesia 1 Sunardi, a,* Mucawir Yusuf, a Gunarhadi, a Priyono, a and John L.

More information

NOOR HANIRA BINTI MAHIDIN

NOOR HANIRA BINTI MAHIDIN A STUDY OF THE IMPLEMENTATION OF PROCUREMENT MANAGEMENT SYSTEM TO A PROJECT SUCCESS IN MEGA PROJECT CONSTRUCTION IN MALAYSIA: A CASE STUDY OF KUALA LUMPUR INTERNATIONAL AIRPORT 2(KLIA2) NOOR HANIRA BINTI

More information

Lampros Vassiliou Allens Arthur Robinson Group Bangkok

Lampros Vassiliou Allens Arthur Robinson Group Bangkok Organisation for Economic Co-operation and Development the World Bank Asia Pacific Economic Cooperation and the Australian Treasury with the support of AusAID INSOLVENCY SYSTEMS IN ASIA: AN EFFICIENCY

More information

DEVELOPMENT OF STATISTICAL PROCESS CONTROL (SPC) MATLAB- BASED SOFTWARE FOR AUTOMOTIVE INDUSTRIES APPLICATION SITI HAZLINA BINTI MOKHTAR

DEVELOPMENT OF STATISTICAL PROCESS CONTROL (SPC) MATLAB- BASED SOFTWARE FOR AUTOMOTIVE INDUSTRIES APPLICATION SITI HAZLINA BINTI MOKHTAR DEVELOPMENT OF STATISTICAL PROCESS CONTROL (SPC) MATLAB- BASED SOFTWARE FOR AUTOMOTIVE INDUSTRIES APPLICATION SITI HAZLINA BINTI MOKHTAR A thesis submitted is fulfillment of the requirements for the award

More information

THE RELATIONSHIP BETWEEN HUMAN RESOURCE INFORMATION SYSTEM (HRIS) AND HUMAN RESOURCE MANAGEMENT (HRM) ALFRED PUN KHEE SEONG

THE RELATIONSHIP BETWEEN HUMAN RESOURCE INFORMATION SYSTEM (HRIS) AND HUMAN RESOURCE MANAGEMENT (HRM) ALFRED PUN KHEE SEONG THE RELATIONSHIP BETWEEN HUMAN RESOURCE INFORMATION SYSTEM (HRIS) AND HUMAN RESOURCE MANAGEMENT (HRM) ALFRED PUN KHEE SEONG UNIVERSITI TEKNIKAL MALAYSIA MELAKA I / We * hereby declare that have read For

More information

DEPARTMENT OF ESTATE -MANAGEMENT FACULTY OF ARCHITECTURE, PLANNING AND SURVEYING UNIVERSITI TEKNOLOGI MARA

DEPARTMENT OF ESTATE -MANAGEMENT FACULTY OF ARCHITECTURE, PLANNING AND SURVEYING UNIVERSITI TEKNOLOGI MARA DEPARTMENT OF ESTATE -MANAGEMENT FACULTY OF ARCHITECTURE, PLANNING AND SURVEYING UNIVERSITI TEKNOLOGI MARA FACILITY MANAGEMENT AT HOSPITAL SULTANAH BAHIYAH, ALOR STAR This dissertation is submitted in

More information

Service Science Master Thesis

Service Science Master Thesis Faculty of Economic Sciences, Communication and IT Submitted by TEGUH HIMAWAN RONGGOSUSANTO STUDY OF INTEGRATED TICKETING SYSTEM OF PUBLIC TRANSPORT IN JAKARTA VS VARMLAND, SWEDEN (A Case Study of TransJakarta

More information

CHAPTER 2 Kimiz Dalkir 2005 KNOWLEDGE MANAGEMENT CYCLE

CHAPTER 2 Kimiz Dalkir 2005 KNOWLEDGE MANAGEMENT CYCLE CHAPTER 2 Kimiz Dalkir 2005 KNOWLEDGE MANAGEMENT CYCLE A little knowledge that act is worth infinitely more than much knowledge that is idle - Khalil gibran - KNOWLEDGE MANAGEMENT CYCLE OBJECTIVES 1. Describe

More information

IMPLEMENTATION OF VOICE RECOGNITION TECHNOLOGY ON ENGLISH LEARNING APPLICATION BY SELF LEARNING BASED ON ANDROID DEVICE

IMPLEMENTATION OF VOICE RECOGNITION TECHNOLOGY ON ENGLISH LEARNING APPLICATION BY SELF LEARNING BASED ON ANDROID DEVICE F.2 IMPLEMENTATION OF VOICE RECOGNITION TECHNOLOGY ON ENGLISH LEARNING APPLICATION BY SELF LEARNING BASED ON ANDROID DEVICE Derwin Suhartono *, Calvin, Mery Yustina, Shandy Kurniawati, Haryono Soeparno,

More information

DVD COVERS: A STUDY OF SEMIOTIC. I Putu Agus Tira Andika. Non-regular Program English Department Faculty of Letters and Culture Udayana.

DVD COVERS: A STUDY OF SEMIOTIC. I Putu Agus Tira Andika. Non-regular Program English Department Faculty of Letters and Culture Udayana. 1 DVD COVERS: A STUDY OF SEMIOTIC I Putu Agus Tira Andika Non-regular Program English Department Faculty of Letters and Culture Udayana University Abstract Penelitian ini berjudul DVD Covers: A Study of

More information

THE CPA AUSTRALIA ASIA-PACIFIC SMALL BUSINESS SURVEY 2015

THE CPA AUSTRALIA ASIA-PACIFIC SMALL BUSINESS SURVEY 2015 THE CPA AUSTRALIA ASIA-PACIFIC SMALL BUSINESS SURVEY GENERAL REPORT FOR AUSTRALIA, CHINA, HONG KONG, INDONESIA, MALAYSIA, NEW ZEALAND, SINGAPORE AND VIETNAM 2 THE CPA AUSTRALIA ASIA-PACIFIC SMALL BUSINESS

More information

ABSTRAK ABSTRACT. Keyword: improvement, OSCE, OSPHE model, Public health exam

ABSTRAK ABSTRACT. Keyword: improvement, OSCE, OSPHE model, Public health exam Folia Medica Indonesiana Vol. 47 No. 4 October - December 2011 : 240-247 QUALITY AND EFFICIENCY IMPROVEMENT OF PROFESSIONAL MEDICAL DOCTOR EDUCATION IN PUBLIC HEALTH FIELD USING OBJECTIVE STRUCTURED PUBLIC

More information

ii) 9 months Plan - Interest Rate at 0.75% per month The minimum transfer amount is RM1,000 and maximum is subject to Cardmember

ii) 9 months Plan - Interest Rate at 0.75% per month The minimum transfer amount is RM1,000 and maximum is subject to Cardmember BALANCE TRANSFER - TERMS & CONDITIONS 1. Holders of Maybank Credit Card Card(s) ( Cardmember ) may apply to transfer outstanding balances including principal, accrued profit, profit and other charges as

More information

KRITERIA BORANG NYATA CUKAI PENDAPATAN (BNCP) TIDAK LENGKAP CRITERIA ON INCOMPLETE INCOME TAX RETURN FORM (ITRF) PEMBERITAHUAN

KRITERIA BORANG NYATA CUKAI PENDAPATAN (BNCP) TIDAK LENGKAP CRITERIA ON INCOMPLETE INCOME TAX RETURN FORM (ITRF) PEMBERITAHUAN KRITERIA BORANG NYATA CUKAI PENDAPATAN (BNCP) TIDAK LENGKAP CRITERIA ON INCOMPLETE INCOME TAX RETURN FORM (ITRF) PEMBERITAHUAN (Pin. 1/2014) MULAI 1 JANUARI 2012, BNCP YANG TIDAK LENGKAP AKAN DIPULANGKAN

More information

Pengajaran Kemahiran Berfikir Aras Tinggi: Kesediaan Guru Mengendalikan Proses Pengajaran Pembelajaran

Pengajaran Kemahiran Berfikir Aras Tinggi: Kesediaan Guru Mengendalikan Proses Pengajaran Pembelajaran Pengajaran Kemahiran Berfikir Aras Tinggi: Kesediaan Guru Mengendalikan Proses Pengajaran Pembelajaran Oleh: N.S.Rajendran Ph. D. (Michigan State) Fakulti Sains Kognitif Dan Pembangunan Manusia Universiti

More information

EASTSPRING INVESTMENTS ASIA INVESTOR BEHAVIOUR STUDY 2015 INDONESIA. October 2015. eastspring.co.id

EASTSPRING INVESTMENTS ASIA INVESTOR BEHAVIOUR STUDY 2015 INDONESIA. October 2015. eastspring.co.id EASTSPRING INVESTMENTS ASIA INVESTOR BEHAVIOUR STUDY 2015 INDONESIA October 2015 eastspring.co.id 2 Asia Investor Behaviour Study 2015 - Indonesia Asia Investor Behaviour Study 2015 - Indonesia CONTENTS

More information

CREDIT BUREAUS AND FINANCIAL CO-OPERATIVES: TIME TO JOIN THE BANDWAGON?

CREDIT BUREAUS AND FINANCIAL CO-OPERATIVES: TIME TO JOIN THE BANDWAGON? CREDIT BUREAUS AND FINANCIAL CO-OPERATIVES: TIME TO JOIN THE BANDWAGON? Agenda Introduction Role of credit bureaus Definition of a credit bureau Solving the challenge of asymmetric information Contributors

More information

Universiti Kuala Lumpur Kampus Kota MALAYSIAN INSTITUTE OF INFORMATION TECHNOLOGY 1016, Jalan Sultan Ismail 50250 Kuala Lumpur

Universiti Kuala Lumpur Kampus Kota MALAYSIAN INSTITUTE OF INFORMATION TECHNOLOGY 1016, Jalan Sultan Ismail 50250 Kuala Lumpur SYARAT KELAYAKAN MINIMA PROGRAM BACHELOR Universiti Kuala Lumpur Kampus Kota MALAYSIAN INSTITUTE OF INFORMATION TECHNOLOGY 1016, Jalan Sultan Ismail 50250 Kuala Lumpur Nota: i) Syarat kelayakan ini ada

More information

EFFECTIVE COST MANAGEMENT: APPLYING ACTIVITY BASED COSTING IN PRIVATE HEALTHCARE - (HAEMODIALYSIS SERVICES)

EFFECTIVE COST MANAGEMENT: APPLYING ACTIVITY BASED COSTING IN PRIVATE HEALTHCARE - (HAEMODIALYSIS SERVICES) EFFECTIVE COST MANAGEMENT: APPLYING ACTIVITY BASED COSTING IN PRIVATE HEALTHCARE - (HAEMODIALYSIS SERVICES) Cheow Jen Hurn HD 47.4 CS11 Corporate Master in Business Administration 2011 2011 Pusat i mat

More information

HKCS RESPONSE COMMONLY ACCEPTED AUDIT OR ASSESSMENT MECHANISM TO CERTIFY INFORMATION SECURITY STANDARDS

HKCS RESPONSE COMMONLY ACCEPTED AUDIT OR ASSESSMENT MECHANISM TO CERTIFY INFORMATION SECURITY STANDARDS Hong Kong Computer Society Room 1915, 19/F, China Merchants Tower, Shun Tak Centre, 168 Connaught Road Central, Hong Kong Tel: 2834 2228 Fax: 2834 3003 URL: http://www.hkcs.org.hk Email: hkcs@hkcs.org.hk

More information

Case Study 1: Activity Analysis of Control for Micro Lending

Case Study 1: Activity Analysis of Control for Micro Lending 362 Business Intelligence Journal July THREE CASE STUDIES ON BANK NAGARI PADANG (INDONESIA) HEADQUARTERS AND MAIN BRANCH Heryanto, (PhD) Chief of RfD of the Chamber of Commerce and Industry; Professor

More information

BUS MANAGEMENT SYSTEM HASDILAZIRA BT ABD LATIIF

BUS MANAGEMENT SYSTEM HASDILAZIRA BT ABD LATIIF BUS MANAGEMENT SYSTEM HASDILAZIRA BT ABD LATIIF A report submitted in partial fulfilment of the requirements for the award of the degree of Bachelor of Computer Technology (Software Engineering) Faculty

More information

A Compelling Case for AP Automation in the Cloud

A Compelling Case for AP Automation in the Cloud WHITE PAPER A Compelling Case for AP Automation in the Cloud ROCC Computers Ltd Stanford Gate South Road Brighton BN1 6SB Tel: 01273 274716 Email: info@rocc.co.uk Author: Andrew Westhead Date : February

More information

Data Sheet Januari 2015. Hubungi Kami. 0804 1 808 888 info@qwords.com

Data Sheet Januari 2015. Hubungi Kami. 0804 1 808 888 info@qwords.com Januari 2015 Product Overview ` Web Hosting Web Hosting Web Hosting merupakan layanan penyimpanan data untuk website anda di Internet, layanan ini amat diperlukan jika anda ingin memiliki website. Data

More information

Rules & Recommendations on the Number of Independent Directors in Asia

Rules & Recommendations on the Number of Independent Directors in Asia Compiled by: Rules & Recommendations on the Number of Independent Directors in Asia Asian Corporate Governance Association (ACGA) Hong Kong July 2010 ----------------------- CHINA At least one third of

More information

DESIGN AND DEVELOPMENT OF MICRO HYDROPOWER FOR UNDERSERVED COMMUNITIES

DESIGN AND DEVELOPMENT OF MICRO HYDROPOWER FOR UNDERSERVED COMMUNITIES DESIGN AND DEVELOPMENT OF MICRO HYDROPOWER FOR UNDERSERVED COMMUNITIES Mohamad Ridhzan Bin Roslan Bachelor of Engineering with Honours (Electronics and Computer Engineering) 2009 UNIVERSITI MALAYSIA SARAWAK

More information

Tel (03) 9282-1239 Fax (03)9282-1241 www.aciia.asia ACIIA ADVOCACY PROJECT ASIAN STOCK EXCHANGE PERSPECTIVES ON INTERNAL AUDIT

Tel (03) 9282-1239 Fax (03)9282-1241 www.aciia.asia ACIIA ADVOCACY PROJECT ASIAN STOCK EXCHANGE PERSPECTIVES ON INTERNAL AUDIT Tel (03) 9282-1239 Fax (03)9282-1241 www.aciia.asia ACIIA ADVOCACY PROJECT ASIAN STOCK EXCHANGE PERSPECTIVES ON INTERNAL AUDIT APRIL 2015 TABLE OF CONTENTS A. Introduction 1 B. Scope and Methodology 2

More information

PROSES KELOMPOK DAN TIM KERJA

PROSES KELOMPOK DAN TIM KERJA DINAMIKA KELOMPOK PROSES KELOMPOK DAN TIM KERJA mendefinisikan apa yang dimaksud dengan kelompok dan mengidentifikasikan tipe-tipe kelompok yang beroperasi di dalam organisasi menjelaskan pentingnya norma,

More information

THE FINGERPRINT IDENTIFICATION OF ATTENDANCE ANALYSIS & MANAGEMENT. LEE GUAN HENG (Software Engineering)

THE FINGERPRINT IDENTIFICATION OF ATTENDANCE ANALYSIS & MANAGEMENT. LEE GUAN HENG (Software Engineering) THE FINGERPRINT IDENTIFICATION OF ATTENDANCE ANALYSIS & MANAGEMENT LEE GUAN HENG (Software Engineering) This project is submitted in partial fulfillment of the requirements for the degree of Bachelor of

More information

3. Only PIN based ATM e Debit card transactions are accepted for the Contest.

3. Only PIN based ATM e Debit card transactions are accepted for the Contest. Terms and Conditions Organiser 1. By participating in the Win Big Contest ( Contest ) jointly organised by AEON BIG (M) SDN. BHD. ( AEON BIG ) and Malaysian Electronic Clearing Corporation Sdn Bhd ( MyClear

More information

MODELING AND SIMULATION OF SINGLE PHASE INVERTER WITH PWM USING MATLAB/SIMULINK AZUAN BIN ALIAS

MODELING AND SIMULATION OF SINGLE PHASE INVERTER WITH PWM USING MATLAB/SIMULINK AZUAN BIN ALIAS MODELING AND SIMULATION OF SINGLE PHASE INVERTER WITH PWM USING MATLAB/SIMULINK AZUAN BIN ALIAS This thesis is submitted as partial fulfillment of the requirement for the award of the Bachelor Degree Electrical

More information

THE CHALLENGES FACED BY UNIVERSITY LIBRARIES IN THE SCIENTIFIC INFORMATION DEVELOPMENT

THE CHALLENGES FACED BY UNIVERSITY LIBRARIES IN THE SCIENTIFIC INFORMATION DEVELOPMENT THE CHALLENGES FACED BY UNIVERSITY LIBRARIES IN THE SCIENTIFIC INFORMATION DEVELOPMENT Jonner Hasugian Staf Pengajar Fakultas Sastra Universitas Sumatera Utara Abstrak Dalam masyarakat ilmiah dibangun

More information

COMPARATIVE STUDY OF ERP IMPLEMENTATION METHODOLOGY CASE STUDY: ACCELERATED SAP VS DANTES & HASIBUAN METHODOLOGY

COMPARATIVE STUDY OF ERP IMPLEMENTATION METHODOLOGY CASE STUDY: ACCELERATED SAP VS DANTES & HASIBUAN METHODOLOGY COMPARATIVE STUDY OF ERP IMPLEMENTATION METHODOLOGY CASE STUDY: ACCELERATED SAP VS DANTES & HASIBUAN METHODOLOGY M. Hilman, F. Setiadi, I. Sarika, J. Budiasto, and R. Alfian Faculty of Computer Science,

More information

360 DEGREE FEEDBACK MODEL: AN ALTERNATIVE FOR EXECUTING A BETTER PERFORMANCE APPRAISAL SYSTEM

360 DEGREE FEEDBACK MODEL: AN ALTERNATIVE FOR EXECUTING A BETTER PERFORMANCE APPRAISAL SYSTEM 360 DEGREE FEEDBACK MODEL: AN ALTERNATIVE FOR EXECUTING A BETTER PERFORMANCE APPRAISAL SYSTEM Dwi Irawati Universitas Muhammadiyah Purworejo e-mail: irasoepardjo@yahoo.com Abstrak Penilaian kinerja (performance

More information

UNIVERSITI PUTRA MALAYSIA DEVELOPMENT OF PROTOTYPE SCHEDULING AND SEQUENCING SOFTWARE FOR JOB SHOP MANUFACTURING IN SHEET METAL FABRICATION

UNIVERSITI PUTRA MALAYSIA DEVELOPMENT OF PROTOTYPE SCHEDULING AND SEQUENCING SOFTWARE FOR JOB SHOP MANUFACTURING IN SHEET METAL FABRICATION UNIVERSITI PUTRA MALAYSIA DEVELOPMENT OF PROTOTYPE SCHEDULING AND SEQUENCING SOFTWARE FOR JOB SHOP MANUFACTURING IN SHEET METAL FABRICATION MOHAMAD ZAIHIRAIN MOHAMED RASIN FK 2002 9 DEVELOPMENT OF PROTOTYPE

More information

The Asian Bankers Association (ABA) And Formal Workout Regime

The Asian Bankers Association (ABA) And Formal Workout Regime Position Paper PROVIDING THE LEGAL AND POLICY ENVIRONMENT TO SUPPORT EFFECTIVE INFORMAL WORKOUT REGIMES IN THE ASIA-PACIFIC REGION 1. The Asian Bankers Association (ABA) considers robust insolvency and

More information

This is a licensed product of Ken Research and should not be copied

This is a licensed product of Ken Research and should not be copied 1 TABLE OF CONTENTS 1. Asia-Pacific Insurance Industry 1.1. Industry Introduction 1.2. Asia-Pacific Insurance Market Size by Direct Written Premium, 2005-2012P 1.3. Asia-Pacific Insurance Market Segmentation

More information

Design of Prototype Payment Application System With Near Field Communication (NFC) Technology based on Android

Design of Prototype Payment Application System With Near Field Communication (NFC) Technology based on Android Design of Prototype Payment Application System With Near Field Communication (NFC) Technology based on Android Huda Ubaya Department of Computer Engineering, Faculty of Computer Science, Universitas Sriwijaya

More information

UNIVERSITI PUTRA MALAYSIA

UNIVERSITI PUTRA MALAYSIA UNIVERSITI PUTRA MALAYSIA THE STATUS OF COMPUTER ASSISTED SCHOOL ADMINISTRATION AND STRATEGIES FOR ITS FURTHER DEVELOPMENT IN NEGERI SEMBILAN SECONDARY SCHOOLS LIONG KAM CHONG FPP 1994 2 THE STATUS OF

More information

CHINA SUNTIEN GREEN ENERGY CORPORATION LIMITED *

CHINA SUNTIEN GREEN ENERGY CORPORATION LIMITED * Hong Kong Exchanges and Clearing Limited and The Stock Exchange of Hong Kong Limited take no responsibility for the contents of this announcement, make no representation as to its accuracy or completeness

More information

ABL Step 1 An Introduction. How SIPPA can change the Lending Environment and Access to Credit

ABL Step 1 An Introduction. How SIPPA can change the Lending Environment and Access to Credit ABL Step 1 An Introduction How SIPPA can change the Lending Environment and Access to Credit Traditional Bank vs ABL Bank Focused on Credit Status Over reliance on Real Estate Vulnerable to Economic Cycles

More information

UNIVERSITI PUTRA MALAYSIA THE NATURE OF HUMAN RESOURCE MANAGEMENT AND ORGANIZATIONAL CHANGE IN MALAYSIAN SMALL AND MEDIUM SIZED ENTERPRISES (SMES)

UNIVERSITI PUTRA MALAYSIA THE NATURE OF HUMAN RESOURCE MANAGEMENT AND ORGANIZATIONAL CHANGE IN MALAYSIAN SMALL AND MEDIUM SIZED ENTERPRISES (SMES) UNIVERSITI PUTRA MALAYSIA THE NATURE OF HUMAN RESOURCE MANAGEMENT AND ORGANIZATIONAL CHANGE IN MALAYSIAN SMALL AND MEDIUM SIZED ENTERPRISES (SMES) NUR ANISAH ABDULLAH GSM 2000 2 THE NATURE OF HUMAN RESOURCE

More information

GUIDELINES ON THE STAMPING OF SHARE TRANSFER INSTRUMENTS FOR SHARES THAT ARE NOT QUOTED ON THE KUALA LUMPUR STOCK EXCHANGE.

GUIDELINES ON THE STAMPING OF SHARE TRANSFER INSTRUMENTS FOR SHARES THAT ARE NOT QUOTED ON THE KUALA LUMPUR STOCK EXCHANGE. KETUA EKSEKUTIF/KETUA PENGARAH, LEMBAGA HASIL DALAM NEGERI, BAHAGIAN DUTI SETEM, JABATAN TEKNIKAL, TINGKAT 11(KANAN), BLOK 9, KOMPLEKS KERAJAAN JALAN DUTA 50600 KUALA LUMPUR. MALAYSIA. No. Ruj: LHDN. 01/34/42/68-100-032(T)

More information

UNCITRAL texts on Secured Transactions

UNCITRAL texts on Secured Transactions United Nations Commission on International Trade Law texts on Secured Transactions Jae Sung LEE Secretariat Legal Officer, International Trade Law Division Office of Legal Affairs, United Nations Importance

More information

IMPROVING CUSTOMER RELATIONS THROUGH SOCIAL MEDIA MARKETING: THE CASE OF NADEE ONE ENTERPRISE

IMPROVING CUSTOMER RELATIONS THROUGH SOCIAL MEDIA MARKETING: THE CASE OF NADEE ONE ENTERPRISE IMPROVING CUSTOMER RELATIONS THROUGH SOCIAL MEDIA MARKETING: THE CASE OF NADEE ONE ENTERPRISE By MOHD NORHISYAM BIN MAHAYUDIN Thesis submitted in fulfillment of the requirements for the master of Master

More information