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Motivated by recent findings in the field of consumer science, this paper evaluates the causal effect of debit cards on household consumption using population-based data from the Italy Survey on Household Income and Wealth (SHIW). Within…

应用统计 · 统计学 2015-02-04 Andrea Mercatanti , Fan Li

Consumer credit services offered by e-commerce platforms provide customers with convenient loan access during shopping and have the potential to stimulate sales. To understand the causal impact of credit lines on spending, previous studies…

This paper provides a comprehensive examination of the evolution of credit cards in the United States, tracing their historical development, causes, consequences, and impact on both individuals and the economy. It delves into the…

计算工程、金融与科学 · 计算机科学 2024-07-17 Mayowa Akinwande , Alexander Lopez , Tobi Yusuf , Austine Unuriode , Babatunde Yusuf , Toyyibat Yussuph , Stanley Okoro

Regression discontinuity (RD) designs are often interpreted as local randomized experiments: a RD design can be considered as a randomized experiment for units with a realized value of a so-called forcing variable falling around a pre-fixed…

应用统计 · 统计学 2015-07-16 Fan Li , Alessandra Mattei , Fabrizia Mealli

Regulators and academics are increasingly interested in the causal effect that algorithmic actions of a digital platform have on consumption. We introduce a general causal inference problem we call the steerability of consumption that…

机器学习 · 计算机科学 2023-02-13 Gary Cheng , Moritz Hardt , Celestine Mendler-Dünner

Card payment fraud is a serious problem, and a roadblock for an optimally functioning digital economy, with cards (Debits and Credit) being the most popular digital payment method across the globe. Despite the occurrence of fraud could be…

密码学与安全 · 计算机科学 2020-12-01 Bemali Wickramanayake , Dakshi Kapugama Geeganage , Chun Ouyang , Yue Xu

We find it is common for consumers who are not in financial distress to make credit card payments at or close to the minimum. This pattern is difficult to reconcile with economic factors but can be explained by minimum payment information…

综合经济学 · 经济学 2023-05-22 Benedict Guttman-Kenney , Jesse Leary , Neil Stewart

The introduction of new payment methods has resulted in one of the most significant changes in the way we consume goods and services. In this paper, I present results of a field and a laboratory experiment designed to determine the effect…

综合经济学 · 经济学 2022-10-27 Yizhao Jiang

It might be intuitive to expect that small or reimbursed financial loss resulting from credit or debit card fraud would have low or no financial impact on victims. However, little is known about the extent to which financial fraud impacts…

密码学与安全 · 计算机科学 2024-08-16 Eman Alashwali , Ragashree Mysuru Chandrashekar , Mandy Lanyon , Lorrie Faith Cranor

Data on hundreds of variables related to individual consumer finance behavior (such as credit card and loan activity) is routinely collected in many countries and plays an important role in lending decisions. We postulate that the detailed…

综合经济学 · 经济学 2021-11-09 Giacomo De Giorgi , Matthew Harding , Gabriel Vasconcelos

Nowadays consumer loan plays an important role in promoting the economic growth, and credit cards are the most popular consumer loan. One of the most essential parts in credit cards is the credit limit management. Traditionally, credit…

机器学习 · 计算机科学 2020-07-13 Hang Miao , Kui Zhao , Zhun Wang , Linbo Jiang , Quanhui Jia , Yanming Fang , Quan Yu

The importance of adequately modeling credit risk has once again been highlighted in the recent financial crisis. Defaults tend to cluster around times of economic stress due to poor macro-economic conditions, {\em but also} by directly…

风险管理 · 定量金融 2015-06-04 Sebastian Heise , Reimer Kuehn

We investigate the estimation of subgroup treatment effects with observational data. Existing propensity score matching and weighting methods are mostly developed for estimating overall treatment effect. Although the true propensity score…

统计方法学 · 统计学 2017-07-20 Jing Dong , Junni L Zhang , Fan Li

This study investigates the impact of increased debt servicing costs on household consumption resulting from monetary policy tightening. It utilizes observational panel microdata on all mortgage holders in Israel and leverages…

综合经济学 · 经济学 2024-10-04 Itamar Caspi , Nadav Eshel , Nimrod Segev

This paper focuses on the expected difference in borrower's repayment when there is a change in the lender's credit decisions. Classical estimators overlook the confounding effects and hence the estimation error can be magnificent. As such,…

风险管理 · 定量金融 2020-12-21 Yiyan Huang , Cheuk Hang Leung , Xing Yan , Qi Wu , Nanbo Peng , Dongdong Wang , Zhixiang Huang

The landscape of payment methods in retail is a complex and evolving area. Vendors are motivated to conduct an appropriate analysis to decide what payment methods to accept out of a vast range of options. Many factors are included in this…

计算机与社会 · 计算机科学 2024-01-17 Samuel Vandak , Geoffrey Goodell

To keep card sorting with a lot of cards concise, a common strategy for gauging mental models involves presenting participants with fewer randomly selected cards instead of the full set. This is a decades-old practice, but its effects…

人机交互 · 计算机科学 2026-01-12 Eduard Kuric , Peter Demcak , Matus Krajcovic

Preliminary research indicated that an increasing number of young adults end up in debt collection. Yet, debt collection agencies (DCAs) are still lacking knowledge on how to approach these consumers. A large-scale mixed-methods survey of…

综合经济学 · 经济学 2023-03-10 Minou Goetze , Christina Herdt , Ricarda Conrad , Stephan Stricker

The paper presents findings from a comprehensive study examining the saving and credit behaviors of low-income households residing in unauthorized colonies within a metropolitan area. Utilizing a dual approach, the study engaged in…

综合经济学 · 经济学 2024-12-05 Divya Sharma

Credit and debit cards, rather than actual money, have become the universal payment means. With these cards, it has become possible to buy expensive items easily without an additional complex authentication procedure being conducted.…

密码学与安全 · 计算机科学 2013-06-25 Chae Chang Lee , Ji Won yoon
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