[Summary] What is a Credit Score? A Comprehensive Explanation of Its Mechanisms and Challenges | FinTech Topics #111

(Original Video in Japanese was published on the FINOLAB CHANNEL on Dec. 13, 2024)

In modern society, the “credit score,” which quantifies an individual’s creditworthiness, plays a crucial role in financial transactions and daily life. This article provides a detailed overview of the basics of credit scores, their use cases in Japan and abroad, and their future prospects.

What is a Credit Score?

A credit score is a numerical indicator of an individual’s creditworthiness and ability to repay debts. It is used in the following scenarios:

  • Loan approvals (e.g., mortgages, car loans)
  • Credit card issuance
  • Rental agreements (credit checks by guarantee companies)
  • Mobile phone contracts (installment payment reviews)

Higher scores indicate greater creditworthiness, while lower scores are seen as a sign of higher risk.

Factors in Calculating a Credit Score

Credit scores are typically calculated based on these elements:

  1. Payment history
  2. Ratio of credit usage to credit limits
  3. Length of credit history
  4. New credit accounts
  5. Types of credit

Credit bureaus use these factors to calculate scores using proprietary criteria.

The Credit Score System in the United States

The U.S. is considered a leader in credit scoring, with centralized data management by credit bureaus such as Experian, Equifax, and TransUnion. A prominent metric is the FICO score, which typically ranges from 300 to 850 points.

Key components of a FICO score include:

  • Payment History (35%)
    • Whether credit card and loan repayments are made on time.
    • Presence of past delinquencies or defaults.
  • Amount Owed (30%)
    • The ratio of the amount used to the credit card limit (credit utilization rate).
    • A utilization rate of 30% or less is considered ideal.
  • Length of Credit History (15%)
    • The length of time credit accounts have been held. A longer history indicates reliability.
  • New Credit (10%)
    • Frequency of applications for new credit cards or loans.
    • Submitting multiple applications within a short period can lower the score.
  • Types of Credit Used (10%)
    • A diverse mix of credit, such as credit cards, home loans, and education loans, is rated more favorably.

FICO scores impact not only loan and credit card approvals but also rental agreements, insurance premiums, and even job applications.

Tips for Improving Your Credit Score

To boost your credit score, consider the following:

  • Make payments on time.
  • Keep credit utilization below 30%.
  • Maintain a long credit history.
  • Avoid applying for too much new credit in a short time.
  • Regularly check your credit score.

Challenges with Credit Scores

Credit scoring methods can be complex and difficult for many to understand. Furthermore, immigrants and young people with no credit history often face disadvantages, leading to difficulties in accessing financial services. Privacy concerns regarding the handling of data required for credit scoring are another issue.

Credit Scoring in China: The Sesame Credit Example

China’s credit scoring system has garnered global attention. A notable example is Sesame Credit (芝麻信用), provided by Ant Financial, part of the Alibaba Group. It uses credit scores for various societal applications. High scores offer benefits such as waived deposits for car rentals or preferential loan rates. In some cases, families even consider scores when evaluating potential marriage partners.

Sesame Credit evaluates users based on factors such as “personal traits,” “fulfillment ability,” “credit history,” “social connections,” and “behavioral preferences.” Compared to the U.S.’s FICO score, Sesame Credit incorporates broader and more detailed personal data.

Social Impact and Challenges

The widespread use of credit scores in China has had the following effects:

  • Reduced theft in unmanned stores.
  • Increased return rates for free rental umbrellas.
  • Fewer disputes over payment after services.

However, challenges include excessive data collection, falsification of information to improve scores, and income or occupational disparities leading to score gaps.

Credit Scoring in Japan

Japan has three major credit information agencies: CIC, JICC, and KSC. Each agency manages information for different purposes. While some of the data they hold overlaps, it is not entirely identical.

  • CIC handles information primarily from credit card companies and consumer finance companies.
  • JICC focuses on managing consumer finance information.
  • KSC centers on banking-related information and includes data such as utility payment records.
    These agencies cover different areas of credit information.

Consumers and businesses can request disclosure to check the information registered about them. However, credit scores themselves have not been disclosed so far, which has contributed to a lack of understanding of individual credit standings.

Introduction of Credit Guidance

Starting in late November 2024, CIC will launch a new service called “Credit Guidance,” which provides consumers and businesses with credit scores calculated based on their credit information. This service will display a three-digit score along with the main factors that influenced the score.

The goal of this initiative is to help consumers understand their credit status, improve financial literacy, and prevent over-indebtedness. For member companies, the service is expected to facilitate appropriate credit agreements and standardize credit evaluation, contributing to the promotion of digital transformation.

Scoring Criteria and Usage

The Credit Guidance score is calculated based on objective data such as payment history, outstanding balances, the number of contracts, the duration of contracts, and the number of applications submitted. This allows users to view their credit information in a transparent manner.

Disclosure requests require a fee of 500 yen via the internet or 1,500 yen via mail. The score and four key influencing factors are disclosed. Additionally, score distribution data shows that the average score typically falls within the range of 630 to 709 points.

Other Credit Score Initiatives in Japan

In recent years, several new credit score initiatives have emerged:

  • J.Score: Launched in 2017 by Mizuho Bank and SoftBank, this service aimed to provide a new credit scoring system for consumers. However, despite growing user registration, borrowing performance stagnated, leading to its termination in 2022.
    Reasons for this included:
    • Users with high scores were unable to secure loans.
    • Loans for users with low scores were challenging.
    • Differences from conventional credit scores were unclear, which discouraged active use.
    • Insufficient explanation to users.
  • Docomo Score Link: Since August 2019, NTT Docomo has offered this service using its lending platform. It calculates scores based on various user data, leveraging big data. The scores are made available for financial institutions to use in credit evaluations.
  • M.Score by MILIZE: In February 2024, fintech company MILIZE introduced “M.Score,” a SaaS-based credit scoring model developed in collaboration with Tensor Consulting. By answering questions via a smartphone or computer app, consumers can calculate their own credit score. The service aims to make credit scores more accessible and relevant to consumers, with expectations for broad usage scenarios.

These efforts represent steps toward exploring new approaches to credit scoring in the financial industry, and further improvements are anticipated in the future.

Challenges and Prospects for Widespread Adoption of Credit Scores

Efforts related to credit scores are expected to become increasingly important. With the enhanced disclosure functions of agencies like CIC, credit score awareness is likely to grow. However, several steps are necessary for broader adoption:

  1. Expanding the Utility of Credit Scores: Credit scores should be applicable in various situations, promoting the perception that “having a credit score is useful in many contexts.”
  2. Improving Financial Literacy: It is crucial to ensure that people understand what credit scores represent and how they affect borrowing.
  3. Advancing Digitalization: Utilizing AI and big data to simplify credit score calculations is essential. Allowing businesses to check and track scores anytime through smartphones can increase convenience.
  4. Cultural Perception Shift in Japan: Traditionally, debt has been viewed negatively. However, it is necessary to reposition credit scores as a “positive indicator of personal trustworthiness.” This shift in perception will accelerate the adoption of credit scores.

As developments surrounding credit scores continue to accelerate, addressing these challenges, enhancing their utility, improving financial literacy, and advancing digitalization will be key to their successful integration.

[Summary] Tampering with Payment Applications: Targeted Card Information and Expanding Damage | FinTech Topics #110

(Original Video in Japanese was published on the FINOLAB CHANNEL on Nov. 6, 2024)

Credit Card Information Leaks: The Threat of Payment Application Tampering and Countermeasures

In recent years, personal information leaks have been occurring frequently, and their scale is expanding. Credit card information, which has high economic value, is particularly targeted by criminals and is illegally obtained through various methods. This article explains the recent focus on information leaks due to payment application tampering.

Increasing Fraudulent Use of Credit Card Information

The fraudulent use of credit card information is increasing year by year, with 2024 seeing incidents at a pace equal to or greater than the same period last year. While counterfeit card creation was previously common, with the widespread adoption of IC chip cards, over 90% of cases now involve fraudulent use of stolen numbers for online shopping.

Recent Information Leak Cases

Several companies have recently disclosed credit card information leaks. Common features of these cases include:

  1. Information extraction through unauthorized access to online shopping sites, all of them originally selling goods through a real channel and added online capability recently.
  2. Leakage of credit card numbers, cardholder names, expiration dates, and security codes.
  3. Long-term information leakage spanning over 3 years, starting in 2020 or 2021, have affected between 10,000 and 90,000 victims each.

Methods of Payment Application Tampering

Attackers exploit vulnerabilities in e-commerce sites to tamper with payment applications. They mainly alter credit card information input forms to illegally transfer or conceal entered information. This method, called “payment application tampering,” has been warned about for some time.

Importance of Countermeasures

E-commerce sites and fintech companies, regardless of size, need to implement the following measures:

  1. Vulnerability Countermeasures:
    • Applying security patches to systems.
  2. Unauthorized Access Prevention:
    • Deployment of antivirus software.
    • Installation of Web Application Firewalls (WAF).
    • Implementation of Intrusion Prevention Systems (IPS).
  3. Preventing the Spread of Damage from Application Tampering:
    • Regular program checks.
    • Log monitoring.
    • Utilization of multi-layered defense provided by Cloud Service Providers (CSP).

Summary

Payment application tampering is particularly prevalent in small-scale e-commerce sites and often goes unnoticed for extended periods. All businesses implementing payment functions, including fintech companies, must take appropriate measures at each stage of vulnerability prevention, unauthorized access prevention, and tampering detection.Neglecting these measures can lead to enormous resource requirements for investigation and customer response in the event of an information leak, potentially exposing the business to significant reputational risk. Implementing appropriate security measures and protecting customer trust is essential for the continued success of their entire businesses.

12/10 [Tokyo Financial Award × FINOLAB] Tokyo Financial Award Finalists Present: Latest Fintech Pitches and Panel Session (in Japanese)

An event will be held at the FINOLAB event space featuring fintech businesses that have passed the first screening for the “Tokyo Financial Award – Financial Innovation Category.” This category recognizes financial service providers developing and offering innovative financial products and services that address the needs of Tokyo residents and businesses. The event will include panel discussions on fintech, company and service pitches by the finalists, and opportunities for networking among session participants.

今年度の東京金融賞は、過去最多の136件のご応募をいただきました。その中から厳正な審査を経て一次審査を通過した金融・Fintech事業者16社のうちの15社より、最新の金融・Fintechサービスをご紹介いただきます。
最新の金融・Fintechの市場動向にご興味のある方、行政、金融機関、SIer、スタートアップ企業、投資家(VC・CVC)の方、ビジネスの拡大を図りたい方は、ぜひご参加ください。


◆日程  :2024年12月10日(火)18:00-21:00

◆会場  :FINOLABイベントスペース
      東京都千代田区大手町1-6-1 大手町ビル4F
      ※大手町ビルは東西に長く入口は東端、東京駅側にあります。

◆開催形式:現地開催(一部オンライン登壇)

◆言語  :日本語(一部英語での登壇)

◆参加費用:無料 ※懇親会費用を含む

◆主催  :東京金融賞事務局 

◆共催  :株式会社FINOLAB

◆アジェンダ
17:45 – 18:00: 開場
18:00 – 18:08: オープニング
18:08 – 18:44: ピッチセッション①
18:44 – 19:22: ピッチセッション② & パネルディスカッション
19:22 – 19:58: ピッチセッション③
19:58 – 20:00: クロージング
20:00 – 21:00: ネットワーキング


◆スピーカー(随時更新)


オーナーシップ株式会社

相原 里江 氏

 

 

 

ガレージバンク株式会社

山本 義仁 氏
代表取締役

 

 

 

グラフェン・ジャパン株式会

前島 忠人 氏
代表取締役社長

 

 

 

Wattcrowd LTD

Chris Sachno 氏
Acting Country Manager

 

 

 

株式会社Egregium


マルコム・シュライバー 氏
CEO

 

株式会社Egregium
渡辺 光知 氏
COO

 

株式会社Egregium
山田 純 氏

コンプライアンス

 

株式会社Egregium
マノハ―・レディ 氏
運用担当、トレーダー・プログラマー

 

 

 

三井物産デジタル・アセット・マネジメント株式会社


丸野 宏之 氏
三井物産デジタル・アセットマネジメント取締役  ALTERNA事業部長

 

 

 

株式会社MILIZE


田中 徹 氏
代表取締役社長

 

 

 

GeNiE株式会社

齊藤 雄一郎 氏
代表取締役社長

 

 

 

Trust株式会社

勝本 秀之 氏
Chief Product Officer

 

 

 

株式会社Fivot

太田 拓人 氏
Flex Capital事業部 事業責任者

 

 

 

ライフネット生命保険株式会社

横澤 淳平 氏

上級執行役員【担当】IT 戦略部、システム企画部、
システム運用部、データサイエンス推進室

 

 

 

Descartes Underwriting

Ikuya Shimada
Head of Japan

 

 

 

Everimpact

Lorenzo Eula 氏
テクニカルプロダクトマネージャー

 

松島 由香 氏 
オフィスマネージャー

 

 

 

各社のサービス概要については以下をご参照ください:

https://www.metro.tokyo.lg.jp/tosei/hodohappyo/press/2024/11/11/06.html

 

■東京金融賞とは?
東京都は、東京が世界に冠たる国際金融都市として輝くために、目指すべき都市像、実施する施策等をまとめた「『国際金融都市・東京』構想」を発表しています。その1施策として、都民のニーズ等の解決に資する画期的な金融商品・サービスの開発・提供を行う金融事業者等及びサステナブルファイナンスの普及を実践する金融事業者等を表彰する「東京金融賞」を2018年より行っております。

東京金融賞は、「①金融イノベーション部門」と「②サステナビリティ部門」の2部門において、事業者等を表彰し、国際金融都市としての東京のプレゼンスの向上、及び金融の活性化及び都民・都内企業の利便性向上の実現を目指します。

(参考) 公式サイト:https://www.finaward.metro.tokyo.lg.jp/


東京金融賞に関するお問い合わせはこちら:東京金融賞事務局 tokyo.financial.award@jp.ey.com

講演内容・プログラムは都合により一部変更させていただくことがございます。 予めご了承ください.




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