近年来,美国的劳动力大军中估计有34%的人投身零工经济。由于新冠疫情袭来,传统经济“关门闭店”,我们愈发依赖零工劳动者。
Envestnet-Yodlee的新冠疫情收支趋势(COVID-19 Income and Spending Trends)数据显示,即使经济重启,消费者却继续依赖零工服务,外卖配送和支出仍然增长50%以上。不过,虽然我们需要零工,但他们的经济需求却得不到满足。
零工经济中的大量机会吸引了许多失业和半失业的人,但传统的信用评分依赖传统职业,新兴职业的信用记录因此成了大难题。许多人想要积累信用,专注于寻找机会提高自己的传统信用评分。在传统信用评分外,金融服务提供商还应该采用另类数据,适应日益个性化、多样化和现代化的经济。
为什么零工无法积累信用记录?
根据美国联邦存款保险公司(Federal Deposit Insurance Corporation)最近的一项调查,每20户美国家庭中就有超过一户没有银行账户,或者说,总共有1410万美国成年人没有银行账户。许多零工劳动者被指“无银行账户”或“无信用记录”,因为他们很少或根本没有传统的信用记录。虽然号称有收入,但难以查证准确的数额。这导致贷款机构犹豫不决,不愿意承担向这一群体放贷的高风险。在某些情况下,依赖零工劳动者的平台自行发放贷款、提供信贷机会,聊以慰藉。
幸运的是,附加数据点,例如消费者支付水电费或话费的能力,再结合传统的信用评分,可以提高个人的信用度和还贷能力。这样为从事零工经济的人拓宽了积累信用的渠道。
虽然传统的信用报告依然是衡量信用记录和过往财务可靠性的有力指标,但新冠疫情之下的形势表明,需要更加注重信用维持和使用另类数据来加强信用评分模型。另类数据可能有助于负责任地扩大消费者积累信用的机会,支持更具包容性的经济。
信用的未来
我们今天看到的传统信用报告由来已久,尚未适应许多以消费者为中心的科技创新发展。有清晰的银行交易数据,能够使贷款机构了解消费者消费和收入的频率,从而明确可以用于支付账单的资产。但在某些情况下,传统的信用评分并不能够完整地体现借款人的还贷能力。
在现代经济中,还需要考虑附加数据,尤其是非常规数据。理想的解决方案是:在传统的信用报告基础上,结合考虑关于资产、收入和非信贷经常性支出的深入数据。在这个方面,高科技大显身手,可以核实非传统的零工劳动者的收入。
在后疫情时代,零工经济崛起,金融服务业需要跟上形势。银行需要在风险评估中考虑使用另类数据。贷款机构将一切因素考虑在内,就能够对风险决策更有信心,消费者也可以在金融服务中收获更多。利用金融业掌握的所有信息,能够更清楚地了解每个人的财务状况。(财富中文网)
布兰登·伦贝是Envestnet | Yodlee的首席产品官。他在打造高增长技术、软件和信息服务公司方面拥有超过18年的经验。
译者:Transn
近年来,美国的劳动力大军中估计有34%的人投身零工经济。由于新冠疫情袭来,传统经济“关门闭店”,我们愈发依赖零工劳动者。
Envestnet-Yodlee的新冠疫情收支趋势(COVID-19 Income and Spending Trends)数据显示,即使经济重启,消费者却继续依赖零工服务,外卖配送和支出仍然增长50%以上。不过,虽然我们需要零工,但他们的经济需求却得不到满足。
零工经济中的大量机会吸引了许多失业和半失业的人,但传统的信用评分依赖传统职业,新兴职业的信用记录因此成了大难题。许多人想要积累信用,专注于寻找机会提高自己的传统信用评分。在传统信用评分外,金融服务提供商还应该采用另类数据,适应日益个性化、多样化和现代化的经济。
为什么零工无法积累信用记录?
根据美国联邦存款保险公司(Federal Deposit Insurance Corporation)最近的一项调查,每20户美国家庭中就有超过一户没有银行账户,或者说,总共有1410万美国成年人没有银行账户。许多零工劳动者被指“无银行账户”或“无信用记录”,因为他们很少或根本没有传统的信用记录。虽然号称有收入,但难以查证准确的数额。这导致贷款机构犹豫不决,不愿意承担向这一群体放贷的高风险。在某些情况下,依赖零工劳动者的平台自行发放贷款、提供信贷机会,聊以慰藉。
幸运的是,附加数据点,例如消费者支付水电费或话费的能力,再结合传统的信用评分,可以提高个人的信用度和还贷能力。这样为从事零工经济的人拓宽了积累信用的渠道。
虽然传统的信用报告依然是衡量信用记录和过往财务可靠性的有力指标,但新冠疫情之下的形势表明,需要更加注重信用维持和使用另类数据来加强信用评分模型。另类数据可能有助于负责任地扩大消费者积累信用的机会,支持更具包容性的经济。
信用的未来
我们今天看到的传统信用报告由来已久,尚未适应许多以消费者为中心的科技创新发展。有清晰的银行交易数据,能够使贷款机构了解消费者消费和收入的频率,从而明确可以用于支付账单的资产。但在某些情况下,传统的信用评分并不能够完整地体现借款人的还贷能力。
在现代经济中,还需要考虑附加数据,尤其是非常规数据。理想的解决方案是:在传统的信用报告基础上,结合考虑关于资产、收入和非信贷经常性支出的深入数据。在这个方面,高科技大显身手,可以核实非传统的零工劳动者的收入。
在后疫情时代,零工经济崛起,金融服务业需要跟上形势。银行需要在风险评估中考虑使用另类数据。贷款机构将一切因素考虑在内,就能够对风险决策更有信心,消费者也可以在金融服务中收获更多。利用金融业掌握的所有信息,能够更清楚地了解每个人的财务状况。(财富中文网)
布兰登·伦贝是Envestnet | Yodlee的首席产品官。他在打造高增长技术、软件和信息服务公司方面拥有超过18年的经验。
译者:Transn
In recent years, the gig economy has grown to the extent that it now employs an estimated 34% of the U.S. workforce. Our reliance on gig workers was highlighted by the COVID-19 pandemic as many aspects of the traditional economy shut down.
Consumers continue to rely on these services even as economies reopen, with food delivery usage and spending both still up over 50%, according to Envestnet-Yodlee’s COVID-19 Income and Spending Trends data. However, while we need these workers, their financial needs are not being met.
Opportunities in the gig economy attract many unemployed and underemployed workers, but access to credit remains a significant hurdle for them, with traditional credit scores reliant on traditional employment. Many of these individuals fall into the category of credit builders, who are focused on seeking opportunities to raise their traditional scores. By using alternative data points alongside traditional credit scores, financial service providers can best serve our increasingly individualized, diverse, and modern economy.
Why are gig workers credit invisible?
According to a recent survey by the Federal Deposit Insurance Corporation (FDIC), over one in 20 U.S. households, or a total 14.1 million American adults, are unbanked. Many gig workers are described as “underbanked” or “credit invisible” because they have little or no traditional credit history. While reported income helps these consumers, accurate income can be difficult to obtain. This has led to hesitancy on the part of lenders, who were less likely to take on potential increased risk by lending to this demographic. In some cases, platforms that rely on gig workers are filling the gap for the underbanked by offering loans and credit opportunities to their de facto workforce.
Fortunately, additional data points, such as a consumers’ ability to pay utility or mobile phone bills, combined with traditional credit scores, can augment an individual’s creditworthiness and ability to pay back a loan. This process can allow for increased access to credit for those who support the gig economy.
While traditional credit reports remain a strong indicator of credit history and past financial reliability, the pandemic demonstrated a need for increased focus on credit maintenance and the use of alternative data to enhance credit scoring models. Alternative data has the potential to help responsibly expand consumer access to credit opportunities and support a more inclusive economy.
The future of credit
The way we see traditional credit reports today is reflective of a system that was created prior to many developments in consumer-focused technology innovation. Having clear bank transaction data allows lenders to understand how often consumers spend and earn income, which clarifies assets available to pay bills. But in some cases, a traditional credit score is no longer a full representation of a borrower’s ability to pay back a loan.
Additional data, especially nonconventional data, will best align with our modern economy. The ideal solution needs to combine traditional credit reports with insightful data on assets, income, and payment of noncredit recurring expenses. This is where technology provides a bridge to greater financial opportunity, with the ability to verify the income of workers with sporadic, nontraditional forms of work.
As the gig economy continues to grow in a post-COVID world, the financial services sector needs to do more. Banks need to consider using alternative data as part of risk assessments. By taking everything into consideration, lenders can be more confident in their risk decisions, and consumers can be more empowered in their financial journeys. And by leveraging all of the information already at the financial industry’s fingertips, we can paint a clearer picture of everyone’s financial status.
Brandon Rembe is the chief product officer at Envestnet | Yodlee. He has over 18 years of experience building high-growth technology, software, and information service companies.