How Long to Read Fintech Credit Risk Assessment for SMEs: Evidence from China

By Yiping Huang

How Long Does it Take to Read Fintech Credit Risk Assessment for SMEs: Evidence from China?

It takes the average reader and 42 minutes to read Fintech Credit Risk Assessment for SMEs: Evidence from China by Yiping Huang

Assuming a reading speed of 250 words per minute. Learn more

Description

Promoting credit services to small and medium-size enterprises (SMEs) has been a perennial challenge for policy makers globally due to high information costs. Recent fintech developments may be able to mitigate this problem. By leveraging big data or digital footprints on existing platforms, some big technology (BigTech) firms have extended short-term loans to millions of small firms. By analyzing 1.8 million loan transactions of a leading Chinese online bank, this paper compares the fintech approach to assessing credit risk using big data and machine learning models with the bank approach using traditional financial data and scorecard models. The study shows that the fintech approach yields better prediction of loan defaults during normal times and periods of large exogenous shocks, reflecting information and modeling advantages. BigTech's proprietary information can complement or, where necessary, substitute credit history in risk assessment, allowing unbanked firms to borrow. Furthermore, the fintech approach benefits SMEs that are smaller and in smaller cities, hence complementing the role of banks by reaching underserved customers. With more effective and balanced policy support, BigTech lenders could help promote financial inclusion worldwide.

How long is Fintech Credit Risk Assessment for SMEs: Evidence from China?

Fintech Credit Risk Assessment for SMEs: Evidence from China by Yiping Huang is 42 pages long, and a total of 10,584 words.

This makes it 14% the length of the average book. It also has 13% more words than the average book.

How Long Does it Take to Read Fintech Credit Risk Assessment for SMEs: Evidence from China Aloud?

The average oral reading speed is 183 words per minute. This means it takes and 57 minutes to read Fintech Credit Risk Assessment for SMEs: Evidence from China aloud.

What Reading Level is Fintech Credit Risk Assessment for SMEs: Evidence from China?

Fintech Credit Risk Assessment for SMEs: Evidence from China is suitable for students ages 8 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Fintech Credit Risk Assessment for SMEs: Evidence from China?

Fintech Credit Risk Assessment for SMEs: Evidence from China by Yiping Huang is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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