565 results on '"CONSUMER FINANCE"'
Search Results
2. Consumers' Financial Knowledge in Central European Countries in the Light of Consumer Research.
- Author
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Gębski, Łukasz and Daw, Georges
- Subjects
LITERATURE reviews ,CONSUMER protection ,CONSUMERS ,CONSUMER research ,RESEARCH personnel - Abstract
Consumer protection in the financial market has several dimensions. From a formal point of view, consumer rights are guaranteed by law. Educational programs are implemented in schools and the media to promote knowledge and responsible use of financial products and services. Despite the efforts made, the number of incorrect and suboptimal financial decisions is so high that the risk of households falling into excessive debt remains significant. The limited effectiveness of the law led to the claim that only effective education can reduce the risk of suboptimal financial decisions. Unfortunately, the efforts made in this area are not fully satisfactory. The study of financial knowledge of consumers, which was conducted in Poland in January 2024, aimed to verify consumer errors and their nature. As part of the consumer study, not only declared knowledge was verified, but also actual knowledge. The researchers' doubts resulted from a comparison of the results of scientific research in this area with the current market situation. Consumers declare a high level of knowledge of economic and financial concepts. In practice, however, they make mistakes that do not only indicate behavioral cognitive errors but also a lack of knowledge. The test questions were constructed in such a way as to verify the declared knowledge (based on verification questions). These showed that the actual level of knowledge was lower than the declared one. A review of the literature and studies of financial knowledge and financial competence of consumers in Central European countries was also carried out. Analysis of the results allowed for the formulation of conclusions regarding the educational gap in relation to social characteristics. The conclusions resulting from the study raise questions about the effectiveness of the educational methods used and indicate possible directions of changes in the consumer regulation policy, the aim of which is to ensure a high level of consumer protection. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. AI will lift capital markets efficiency and volatility
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- 2024
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4. Slower US consumption is a key global vulnerability
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- 2024
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5. Law and order? Associations between payday lending prohibition and alternative financial services use by degree of enforcement.
- Author
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Harvey, Melody, Robb, Cliff A., and Peterson, Christopher L.
- Subjects
- *
PAYDAY loans , *INTEREST rates , *FINANCIAL literacy , *FINANCIAL services industry , *USURY , *STATE regulation - Abstract
Sixteen jurisdictions in the United States prohibit payday lending through stringent usury laws or well‐established nonprofitable 36% interest rate caps. Yet over one in 10 consumers residing in these jurisdictions borrowed payday loans in the past 5 years. This raises questions about actual policy implementation and enforcement. We employ data from the 2018 National Financial Capability Study to investigate if associations between payday lending prohibitions and payday borrowing differ by degree of enforcement. We find that nuances in degree of enforcement among restrictive states are not associated with payday borrowing likelihoods. However, these nuances appear when examining payday borrowing frequency, particularly when controlling for consumers' financial circumstances and when conditioning on alternative financial services consumers. We consistently note the highest borrowing behaviors for states sans regulation. Policymakers may consider strengthening enforcement in cases where the primary goal is preventing or reducing payday borrowing. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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6. The financialisation of car consumption.
- Author
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Haines-Doran, Tom
- Subjects
- *
FINANCIAL risk , *FINANCIALIZATION , *AUTOMOBILE industry , *PERSONAL finance , *INVESTORS , *MARKET saturation - Abstract
This paper investigates the growth of new forms of personal finance used in purchasing motor vehicles – a development which it characterises as 'financialisation'. It focusses on the case of the rise of the personal contract purchase (PCP) in the United Kingdom market, and seeks to account for its growing popularity, and potential implications. It is found that the rise of PCPs is best understood as a form of financial innovation designed to help car manufacturers overcome long-term profit realisation problems produced by market saturation in mature markets. The way PCPs are structured lowers consumers' monthly finance payments, allowing them to access to higher value vehicles, and encourages more frequent purchases of new vehicles, all of which allows greater manufacturer profit realisation. However, it does so in a way which increases financial risk, to consumers, car manufacturers, and financial investors. On the other hand, manufacturers' risk exposure is limited by how the consumers' car dependency lowers expected default rates. PCPs threaten financial stability, as well as sustaining social and environmentally unsustainable consumption practices. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
7. Housing is key to US economic performance and policy
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- 2024
- Full Text
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8. Impact of Payment Frequency on Consumer Spending and Subjective Wealth Perceptions.
- Author
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Rosa, Wendy De La and Tully, Stephanie M
- Subjects
PAYMENT ,CONSUMPTION (Economics) ,PERCEPTION (Philosophy) ,WEALTH ,UNCERTAINTY ,WELL-being - Abstract
Payment frequency is a fundamental yet underexplored feature of consumers' finances. As higher payment frequencies are becoming more prevalent, consumers are receiving more frequent yet smaller paychecks. An analysis of income and expenditure data of over 30,000 consumers from a financial services provider demonstrates a naturally occurring relationship between higher payment frequencies and increased spending. A series of lab studies support this finding, providing causal evidence that higher (vs. lower) payment frequencies increase spending. The effect of payment frequency on spending is driven by changes in consumers' subjective wealth perceptions. Specifically, higher payment frequencies reduce consumers' uncertainty in predicting whether they will have enough resources throughout a period, increasing their subjective wealth perceptions. As such, situational factors that reduce prediction uncertainty for those paid less frequently (e.g. the timing of consumers' expenses, income levels) moderate the impact of payment frequency. The effects of payment frequency on subjective wealth and spending can occur even when objective wealth favors those with lower payment frequencies. More broadly, the current work underscores a need to understand how timing variations in consumers' income impact their perceptions, behaviors, and general well-being. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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9. Digital loans and buy now pay later from LendTech versus bank loans in the era of 'black swans': Complementarity in the area of consumer financing.
- Author
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Waliszewski, Krzysztof, Cichowicz, Ewa, Gębski, Łukasz, Kliber, Filip, Kubiczek, Jakub, Niedziółka, Paweł, Solarz, Małgorzata, and Warchlewska, Anna
- Subjects
- *
LOANS , *BANKING industry , *CONSUMERS , *CONSUMPTION (Economics) , *BANK loans , *CONSUMER credit - Abstract
Research background: People who take non-banking loans are primarily perceived as excluded from accessing bank services. The growth of e-commerce and the increasing digitalisation of customer interactions with banks was particularly accelerated by the COVID-19 pandemic (the first 'black swan'). These processes have also influenced the rapid growth of the LendTech (LT) sector within FinTech with its digital loans and buy-now-pay-later (BNPL) services. The war in Ukraine (the second 'black swan') has led to an energy crisis, increased inflation, interest rates and credit costs, and reduced credit accessibility. In this context, the following research questions are addressed: Are the LT and banking sectors complementary or substitutive in the area of consumer financing? Does complementarity apply to all customer segments and loan amounts? How does the extent of complementarity or substitutability of the LT sector depend on, and to what extent do changes in the regulatory and macroeconomic environment affect, the interaction between the banking and LT sectors? Purpose of the article: The aim of the article is to identify trends in the LT sector within FinTech in the context of assessing the scale and determinants of current and future complementarity of the non-bank sector and the banking sector in the area of consumer credit in time of black swans. An additional purpose of the article is to estimate revenues from the basic operating activities of companies from the on-line channel. Methods: The research process was multi-stage and the research procedure was structured. Due to the lack of a uniform source of data on LT products and services, the study used many data sources -- data from the Credit Information Bureau, a primary nationwide survey on LT users a primary survey of people representing LT's managerial staff. The selection of LTs was carried out according to the concept of the monetary sampling unit. The Horvitz-Thompson estimator with Sen-Yates-Grundy variance form was used to estimate net operating income for LT from the online channel in 2021. Findings & value added: The LT companies surveyed state that black swans (the COVID-19 pandemic and the war in Ukraine) and the current macroeconomic situation have not significantly affected demand for non-banking loans. The reduction in the opportunities for the LT sector as a result of anti-usury regulations will only lead to a shift in consumer demand to the pawnshop sector and the shadow economy, which will be detrimental to consumers. Complementarity between LT and the banking sector is revealed especially in crisis situations, thus limiting the effects of market shock (limited supply of loans offered by banks). In periods of stabilisation, a rather clear division of preferences is noticeable - in the case of seniors and loans for higher amounts, banks dominate, while in the case of lower amounts and in younger age groups, non-bank institutions are more popular. The mechanism by which shrinking banking services are replaced by LT in short-term crises confirms the importance of LT in balancing the Consumer Finance market in the face of unstable periods. From a medium- and long-term perspective, it should be noted that inflation and rising interest rates will increase the scale of credit exclusion in commercial banks, shifting part of the demand to the non-bank sector. These phenomena have an international dimension. Similar observations were made already in 2012 by the CFPB in the USA and the British FTA, when analysing the consumer finance market immediately after the subprime crisis, emphasising the effects of limiting access to bank consumer loans and the resulting growth of the LT market (Gębski, 2013). [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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10. Financial self‐efficacy of consumers: A review and research agenda.
- Author
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Gulati, Anmol and Singh, Sultan
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CONSUMER research ,CONSUMERS' reviews ,SELF-efficacy ,RESEARCH questions ,CONSUMERS - Abstract
As an essential psychological construct, financial self‐efficacy (FSE) has garnered considerable attention in the field of consumer finance and demonstrated its influence on financial outcomes. FSE has been regarded as a learned belief rather than an innate quality that can be nurtured over time. Notwithstanding the increasing significance of understanding consumers' FSE, this particular line of literature has not been examined as an independent research domain. Accordingly, this framework‐based review comprehensively represents the current state of literature on FSE by covering 64 articles published between 1999 and 2023, compiled based on the Scientific Procedures and Rationales for Systematic Literature Reviews protocol and the theory–context–characteristics–methodology framework. Based on the review findings, an integrated model of FSE is proposed, summarizing the study frameworks and constructs employed as antecedents, modifiers, and outcomes in investigating consumer's FSE. Further, the review has identified certain areas that were previously overlooked. As a result, a research agenda has been developed, consisting of 22 research questions and four research objectives, which will articulate the direction for future research. Finally, the paper concludes, signifying the contribution and practical implications for researchers, families, practitioners, and society in selecting the most effective measures for improving consumers' FSE. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
11. Financial Self-Efficacy as a Mediator Between Financial Socialization, Early Childhood Consumer Experiences, and Financial Well-Being.
- Author
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Ullah, Saif, Tahir, Muhammad S., and Farooq, Muhammad
- Subjects
- *
CUSTOMER experience , *SOCIALIZATION , *YOUNG consumers , *WELL-being , *SELF-efficacy - Abstract
This study used financial socialization theory to examine the direct and indirect association between financial socialization (from parents, peers, and teachers) and financial well-being (FWB) via financial self-efficacy (FSE). Data were collected from Pakistan in early 2020. Our data analysis using the partial least square structural equation modeling approach revealed surprising results. We found that an association between financial socialization from peers and FWB does not exist both directly and indirectly via FSE. Furthermore, the results showed that the association of financial socialization from parents and teachers with FWB is completely mediated by FSE. Other results indicated partial mediation of FSE in the association between early childhood consumer experience and FWB. Our findings imply that learning from others' financial experiences builds young consumers' confidence in dealing with financial matters, which, in turn, helps improve their FWB. We suggest policymakers to consider these findings in designing policies related to the young consumers of developing nations. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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12. FINTECH LENDERS ON THE CONSUMER FINANCE MARKET IN CENTRAL AND EASTERN EUROPE.
- Author
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WALISZEWSKI, KRZYSZTOF and GĘBSKI, ŁUKASZ
- Subjects
MARKETING strategy ,PERSONAL loans ,CONSUMER credit ,FINANCIAL institutions - Abstract
The authors analyze the consumer finance markets in the countries of Central and Eastern Europe against the background of the markets of the EU countries and the Euro area, with particular emphasis on non-bank lending institutions that use financial technologies to grant loans to consumers. As research shows, these loans are more expensive than traditional consumer bank loans, but more accessible, more flexible and tailored to the needs of customers from different generations. Black swans - sudden, unpredictable events - do not, in principle, change the demand for consumer credit but merely slow the growth dynamics of the market, which returns to its pre-disruption level after some time. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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13. Could Coaching Improve Consumer Credit Use Behavior? Evidence From a State Program.
- Author
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Theodos, Brett, Teles, Daniel, and Docter, Benny
- Subjects
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CREDIT cards , *FINANCIAL literacy , *COLLECTING of accounts , *PERSONAL loans , *STUDENT loans , *CONSUMER credit - Abstract
Financial coaching, a hands-on financial wellness approach, has emerged as a go-to strategy to help clients establish and reach their personal financial goals. We analyzed the borrowing and repayment behavior of 1,790 clients who received financial coaching through a program sponsored by the state of Delaware. Relative to a matched comparison group, financial coaching clients cure 0.24 more delinquent accounts, reduce credit card utilization by 5 percentage points, reduce the number of debts in collections by an additional 0.37 accounts, and have $422 less in credit card debt. Findings also show a 7 percentage point increase in the share of clients with a credit card and a 6 percentage point increase in the share of clients with a student loan. We do not see consistent differences in personal installment loans or mortgage holding. These estimates provide evidence that financial coaching can provide benefits for clients while being provided on a state-wide scale, illustrating the potential of public–private programs to provide services. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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14. Research and Development Proposals on Consumer Protection Mechanisms
- Author
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Xie, Yanlu, Appolloni, Andrea, Series Editor, Caracciolo, Francesco, Series Editor, Ding, Zhuoqi, Series Editor, Gogas, Periklis, Series Editor, Huang, Gordon, Series Editor, Nartea, Gilbert, Series Editor, Ngo, Thanh, Series Editor, Striełkowski, Wadim, Series Editor, Jiang, Yushi, editor, Li, Guangming, editor, and Li, Wilson Xinbao, editor
- Published
- 2023
- Full Text
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15. Financial Literacy’s Importance in Household Finance Decision-Making
- Author
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Goso, Goso, Alam, Syamsu, Amar, Muhammad Yunus, Munizu, Musran, Striełkowski, Wadim, Editor-in-Chief, Black, Jessica M., Series Editor, Butterfield, Stephen A., Series Editor, Chang, Chi-Cheng, Series Editor, Cheng, Jiuqing, Series Editor, Dumanig, Francisco Perlas, Series Editor, Al-Mabuk, Radhi, Series Editor, Scheper-Hughes, Nancy, Series Editor, Urban, Mathias, Series Editor, Webb, Stephen, Series Editor, Pambuko, Zulfikar Bagus, editor, Edhita Praja, Chrisna Bagus, editor, Muliawanti, Lintang, editor, Dewi, Veni Soraya, editor, Setiyo, Muji, editor, Yuliastuti, Fitriana, editor, and Setiawan, Agus, editor
- Published
- 2023
- Full Text
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16. Beliefs about Whether Spending Implies Wealth.
- Author
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Kappes, Heather Barry, Gladstone, Joe J, and Hershfield, Hal E
- Subjects
CONSUMPTION (Economics) ,WEALTH ,CONSPICUOUS consumption ,PERSONAL finance - Abstract
Spending is influenced by many factors. One that has received little attention is the meaning that people give to the act of spending. Spending money might imply that someone is relatively wealthy—since they have money to spend—or relatively poor—since spending can deplete assets. We show that people differ in the extent to which they believe that spending implies wealth (SIW beliefs). We develop a scale to measure these beliefs and find that people who more strongly believe that SIW spend their own money relatively lavishly and are, on average, more financially vulnerable. We find correlational evidence for these relationships using objective financial-transaction data, including over 2 million transaction records from the bank accounts of over 2,000 users of a money management app, as well as self-reported financial well-being. We also find experimental evidence by manipulating SIW beliefs and observing causal effects on spending intentions. These results show how underlying beliefs about the link between spending and wealth play a role in consumption decisions, and point to beliefs about the meaning of spending as a fruitful direction for further research. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
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17. EU growth plan may boost Western Balkan economies
- Published
- 2023
- Full Text
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18. Three Essays in Applied Microeconomics
- Author
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Papich, Sarah
- Subjects
Economics ,buy now pay later ,consumer finance ,credit access ,marijuana legalization ,political participation ,public finance - Abstract
This dissertation consists of three essays in applied microeconomics. While the topics vary, the three papers are united in their use of causal inference techniques and their relevance to policy: each paper either evaluates effects of an existing policy or examines whether new policies are needed for consumer protection.The first essay examines the effects of access to Buy Now, Pay Later (BNPL) on financial well-being. Many American consumers have limited access to credit, raising the question of whether an increase in credit access would make them better off. Fully rational individuals would use an increase in credit access to smooth consumption, yet real consumers may make financial mistakes by accumulating debts they cannot repay. I study the effects of making BNPL accessible to American consumers, including those who otherwise have limited access to credit. This paper provides the first causal evidence of how access to BNPL affects severe measures of financial distress and credit scores. Using credit bureau data and a two-way fixed effects identification strategy that exploits geographic and temporal variation in availability of BNPL at a large retailer, I find that access to BNPL reduces financial distress arising from late or missed debt payments. The total amount past due decreases by 2.4% and the number of current delinquencies decreases by 0.2%. Heterogeneity analysis reveals that these effects are strongest among consumers with “fair” credit scores, the second-lowest credit score category. I also find that BNPL access increases credit scores by an average of 1.6 points and increases use of non-BNPL credit. These results suggest that access to BNPL reduces financial distress rather than causing consumers to accumulate unsustainable debts.The second essay studies how public financing for political campaigns affects political participation and campaign contributions. Seattle’s Democracy Vouchers program provides a unique form of public financing for political campaigns in which voters decide how to allocate public funding across candidates. This paper is the first to study the effects of public financing for political campaigns on political participation. I estimate that the Democracy Vouchers program increases voter turnout by 4.9 percentage points, suggesting that public financing programs can increase political participation. I also find that campaigns become more reliant on small contributions. For city council candidates, dollars from small contributions under $100 increase by 156% while dollars from large contributions over $250 decrease by 93%.The third essay examines how legalizing marijuana affects fertility. State-level marijuana legalization has unintended consequences, including its effect on fertility. Marijuana use is associated with behaviors that increase fertility as well as physical changes that lower fertility. In this paper, I provide the first causal evidence of the effects of recreational marijuana legalization on birth rates using a difference-in-differences design that exploits variation in marijuana legalization across states and over time. The main result is that legalizing recreational marijuana decreases a state’s birth rate by an average of 2.78%. Heterogeneity analysis shows that the largest decrease in the birth rate occurs among women close to the end of their child-bearing years. I find suggestive evidence of increases in days of marijuana use per month and in the probability of being sexually active. Together, these findings show that the physical effects of marijuana use have the dominant effect on fertility. Finally, I examine the effects of medical marijuana legalization on fertility and find a smaller, statistically insignificant decrease in the birth rate, which is consistent with the smaller increase in marijuana use that results from medical legalization.
- Published
- 2024
19. Financial Services by BigTech: Impacts and Opportunities for Islamic Banks
- Author
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Volker Nienhaus and Mohammed Muslehuddin Musab
- Subjects
bigtechs ,payments ,consumer finance ,super apps ,islamic banks ,Banking ,HG1501-3550 ,Islamic law ,KBP1-4860 - Abstract
The emergence of BigTech companies in the financial services sector has raised concerns about their potential to disrupt traditional banking and establish their own financial institutions. This research investigates the extent of BigTechs' activities in payments and finance and explores their intentions in disrupting the banking sector. The study adopts a qualitative methodology to critically analyse market reports and credible market intelligence websites and official websites of news agencies. The findings reveal that BigTechs' activities are selective and aimed at supporting their core businesses in commerce, technology, advertising, and social media, rather than disrupting banking. However, their involvement in Buy Now Pay Later (BNPL) financing poses a challenge to retail banks, prompting Islamic banks to establish their own BNPL facilities. Procedural complexities related to Sharīʿah compliant structuring can be addressed using financial technologies like smart contracts and payment gateways. Islamic banks could also collaborate with FinTechs to create frequently used Muslim lifestyle apps or super apps that offer embedded finance for the ḥalāl economy. The study concludes that Islamic banks should consider these opportunities to meet the younger customers' mobile shopping and social media communication habits.
- Published
- 2023
- Full Text
- View/download PDF
20. Development of a Responsible Financial Behaviors Index.
- Author
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Preece, Gloria L., Kiss, D. Elizabeth, and MacDonald, Maurice
- Subjects
- *
FINANCIAL risk , *FINANCIAL literacy , *FINANCIAL management , *BANDURA , *MARITAL status , *TIME perspective , *EDUCATIONAL attainment - Abstract
Bridging the gap between theory and practice, this study yielded a reliable and valid measure for responsible financial behaviors with the potential to serve practitioners when working with consumers. This research utilized Bandura's Triadic Model of Causation (Bandura, 1985) to investigate and predict responsible financial behaviors. Data from the 2009, 2012, and 2018 National Financial Capability Study surveys were used to construct a responsible financial behaviors index with five subconstructs for time horizon, money management, risk management, debt awareness, and ownership of baseline financial accounts. Results from a series of regression models identified consistent relationships between the index and variables categorized as cognitive factors (financial knowledge, financial self-efficacy, and financial risk tolerance) and background characteristics (educational attainment, income, and marital status). [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
21. BEHAVIORAL BIASES AND CREDIT CARD REPAYMENTS AMONG MALAYSIANS.
- Author
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Hamid, Fazelina Sahul and Harizan, Siti Haslina Md
- Subjects
CREDIT cards ,REPAYMENTS ,CONSUMER finance companies ,DECISION making - Abstract
Analyses done using the survey response of 451 credit cardholders in the northern region of West Malaysia have shown that credit cardholder repayment pattern differed based on their demographic profile. Specifically, the study found that credit cardholders who were younger and earned a lower income tended to make poorer repayment decisions. In contrast, those with higher academic qualifications tended to make better repayment decisions. Further analyses also revealed that behavioral biases were better at predicting those who made full payment of the outstanding balance and those who paid more than the minimum amount, but failed to predict those who only paid the minimum amount or less. In addition, it was found that overspending emerged as the strongest predictor which discriminated among the three repayment groups, followed by risk aversion, myopia and impulsiveness. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
22. The New Morality of Debt
- Author
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Aggarwal, Nikita, Floridi, Luciano, Series Editor, Taddeo, Mariarosaria, Series Editor, Mökander, Jakob, editor, and Ziosi, Marta, editor
- Published
- 2022
- Full Text
- View/download PDF
23. Financial Literacy and Consumer Debt: An Empirical Analysis Based on the CHFS Data
- Author
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Tang, Cheng, Higano, Yoshiro, Editor-in-Chief, Kawano, Masamichi, editor, Kourtit, Karima, editor, and Nijkamp, Peter, editor
- Published
- 2022
- Full Text
- View/download PDF
24. Non-bank finance faultlines may fuel explosive crises
- Published
- 2023
- Full Text
- View/download PDF
25. New regulations may improve Nigerian digital lending
- Published
- 2023
- Full Text
- View/download PDF
26. A Survey of Fair and Responsible Machine Learning and Artificial Intelligence: Implications of Consumer Financial Services
- Author
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Rea, Stephen C
- Subjects
artificial intelligence ,machine learning ,consumer finance - Abstract
Machine learning (ML) algorithms and the artificial intelligence (AI) systems that they enable are powerful technologies that have inspired a lot of excitement, especially within large business and governmental organizations. In an era when increasingly concentrated computing power enables the creation, collection, and storage of “big data,” ML algorithms have the capacity to identify non-intuitive correlations in massive datasets, and as such can theoretically be more efficient and effective than humans at using those correlations to make accurate predictions. However, biases can be encoded in the datasets on which ML algorithms are trained, arising from poor sampling strategies, incomplete or erroneous information, and the social inequalities that exist in the actual world. Additionally, the inherent complexities of ML algorithms that defy explanation even for the most expert practitioners can make it difficult, if not impossible, to identify the root causes of unfair decisions. That same opacity also presents an obstacle for individuals who believe that they have been evaluated unfairly, want to challenge a decision, or try to determine who should—or even could—be held accountable for mistakes.This paper surveys current research in and around ML and AI, drawing primarily from work in computer science, social sciences, and the law. Although it examines material across several contexts, the underlying intention is to consider how insights and lessons from a number of different domains can be applied within consumer financial services. And while there are certainly implications for organizational planning and strategy, the analytical focus rests primarily on the individuals and groups who are impacted directly by AI systems’ decision-making processes. This paper is organized as follows: Section I explores the social contexts with which ML and AI technologies are integrated, and the structural inequalities that influence—and are in turn influenced by—those integrations. Section II surveys ongoing research into data quality, fairness, transparency, and accountability; specific examples of problems that have emerged around these issues; and some of the methods and tools that have been proposed for managing those problems. Finally, the conclusion examines several actual-world cases of ML and AI’s human impacts and the challenges and opportunities posed by algorithmic governance.
- Published
- 2020
27. When Words Sweat: Identifying Signals for Loan Default in the Text of Loan Applications.
- Author
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Netzer, Oded, Lemaire, Alain, and Herzenstein, Michal
- Subjects
DEFAULT (Finance) ,LOANS ,BUSINESS forms ,LOAN servicing ,MACHINE learning ,PREDICTION models - Abstract
The authors present empirical evidence that borrowers, consciously or not, leave traces of their intentions, circumstances, and personality traits in the text they write when applying for a loan. This textual information has a substantial and significant ability to predict whether borrowers will pay back the loan above and beyond the financial and demographic variables commonly used in models predicting default. The authors use text-mining and machine learning tools to automatically process and analyze the raw text in over 120,000 loan requests from Prosper, an online crowdfunding platform. Including in the predictive model the textual information in the loan significantly helps predict loan default and can have substantial financial implications. The authors find that loan requests written by defaulting borrowers are more likely to include words related to their family, mentions of God, the borrower's financial and general hardship, pleading lenders for help, and short-term-focused words. The authors further observe that defaulting loan requests are written in a manner consistent with the writing styles of extroverts and liars. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
28. BEHAVIORAL BIASES AND CREDIT CARD REPAYMENTS AMONG MALAYSIANS
- Author
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Fazelina Sahul Hamid and Siti Haslina Md Harizan
- Subjects
Credit card repayment ,behavioral biases ,consumer finance ,personal debt ,Finance ,HG1-9999 - Abstract
Analyses done using the survey response of 451 credit cardholders in the northern region of West Malaysia have shown that credit cardholder repayment pattern differed based on their demographic profile. Specifically, the study found that credit cardholders who were younger and earned a lower income tended to make poorer repayment decisions. In contrast, those with higher academic qualifications tended to make better repayment decisions. Further analyses also revealed that behavioral biases were better at predicting those who made full payment of the outstanding balance and those who paid more than the minimum amount, but failed to predict those who only paid the minimum amount or less. In addition, it was found that overspending emerged as the strongest predictor which discriminated among the three repayment groups, followed by risk aversion, myopia and impulsiveness.
- Published
- 2023
- Full Text
- View/download PDF
29. Perlindungan terhadap Lembaga Consumer Finance atas Wanprestasi yang Dilakukan oleh Konsumen
- Author
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Cindy Mutiara Purwanti and Zulham Zulham
- Subjects
Protection ,Consumer Finance ,Default ,Consumer ,Islamic law ,KBP1-4860 - Abstract
This research discusses how the law protects business actors from consumers who do not have good faith in carrying out their obligations in paying installments. So, this study aims to analyze, prove, and find value on the principle of default committed by consumers in cases between PT. SINARMAS MULTIFINANCE MEDAN BRANCH with its debtors in decision No. 688/Pdt.Sus-Bpsk/2018/PN Medan. Based on the objectives to be achieved, this study uses a normative juridical method using references from various books, journals, legislation, and other supporting literacy. The results of this study reveal that the agreement given by the consumer finance party regarding the rights and obligations imposed on the debtor is to pay instalments, if this obligation is not fulfilled then a subpoena can be given. If it is not fulfilled, then the goods that are used as objects can be withdrawn, as a result the debtor can lose the right to the goods, and the consumer finance party can terminate the agreement unilaterally. Finally, this study concludes that there has been an act of default by the debtor to the creditor. Furthermore, he found that the form of protection for consumer finance for motorized vehicles for consumer default, namely the agreement of substitution power for unit acquisition and the sale of fiduciary guarantees.
- Published
- 2023
- Full Text
- View/download PDF
30. An Exploratory Study of Learner Characteristics, Perception of Interaction, and Satisfaction in Online Consumer Finance Courses.
- Author
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Qing Zhang, Solis, Oscar, and Mukuni, Kizito
- Subjects
CUSTOMER satisfaction ,ONLINE education ,SATISFACTION ,CONSUMERS - Abstract
This study was conducted to investigate the effect of learner characteristics on online interaction, the relationship between online interaction and learner satisfaction, and variances in online interaction across different courses. Three types of online interaction were studied: learner-instructor interaction, learner-learner interaction, and learner-content interaction. To achieve the goals of this study, a survey was sent out to students enrolled in three online consumer finance courses at a large research university. Findings reveal that females rated the instructor-student interaction higher than males. Studentcontent interaction correlated the most with learner satisfaction. Learner-instructor and learner-learner interaction varied significantly among the three courses, while no statistical difference was found in learner-content interaction across the courses. This study provides insights for instructors, instructional designers, and administrators to implement and improve their design of different types of interaction in online course to enhance learner satisfaction and the quality of online courses. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
31. Credit cards and the floating rate channel of monetary policy.
- Author
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Grodzicki, Daniel
- Subjects
MONETARY policy ,CONSUMPTION (Economics) ,FEDERAL funds market (U.S.) ,CONSUMER activism ,CREDIT ratings ,CREDIT cards ,CONSUMERS' surplus - Abstract
I quantify the impact of Federal Funds Rate (FFR) movements on consumers’ welfare via the floating, or variable, rate on their credit cards. I first newly document that 96% of card rates adjust to the FFR within 3 months of a change in the latter. Exploiting these rate changes, I construct a model of card use and estimate it using a national database of U.S. card accounts. Model estimates imply that a hypothetical 25 bp rise in the FFR lowers annual consumers’ surplus by 0.23% of personal consumption expenditures ($31.97 billion), and disproportionately more so in lower income areas. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
32. High-frequency unofficial data to aid US policymakers
- Published
- 2023
- Full Text
- View/download PDF
33. US corporate distress will rise as retail sales slow
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- 2023
- Full Text
- View/download PDF
34. New Nigeria bank restrictions may boost fintech sector
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- 2023
- Full Text
- View/download PDF
35. The Economic Consequences of Hospital Admissions.
- Author
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Dobkin, Carlos, Finkelstein, Amy, Kluender, Raymond, and Notowidigdo, Matthew J
- Subjects
Patient Safety ,Basic Behavioral and Social Science ,Clinical Research ,Aging ,Behavioral and Social Science ,Generic health relevance ,Adult ,Bankruptcy ,Demography ,Financing ,Personal ,Hospitalization ,Humans ,Insurance ,Health ,Medically Uninsured ,Middle Aged ,Patient Admission ,United States ,D14 ,Health insurance ,I10 ,I13 ,bankruptcy ,consumer finance ,consumption smoothing ,Economics ,Commerce ,Management ,Tourism and Services - Abstract
We use an event study approach to examine the economic consequences of hospital admissions for adults in two datasets: survey data from the Health and Retirement Study, and hospitalization data linked to credit reports. For non-elderly adults with health insurance, hospital admissions increase out-of-pocket medical spending, unpaid medical bills and bankruptcy, and reduce earnings, income, access to credit and consumer borrowing. The earnings decline is substantial compared to the out-of-pocket spending increase, and is minimally insured prior to age-eligibility for Social Security Retirement Income. Relative to the insured non-elderly, the uninsured non-elderly experience much larger increases in unpaid medical bills and bankruptcy rates following a hospital admission. Hospital admissions trigger less than 5 percent of all bankruptcies.
- Published
- 2018
36. Financial Services by BigTech: Impacts and Opportunities for Islamic Banks.
- Author
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Nienhaus, Volker and Musab, Mohammed Muslehuddin
- Subjects
FINANCIAL services industry ,ISLAMIC finance ,FINANCIAL institutions ,WEBSITES ,ONLINE shopping - Abstract
Copyright of Bait Al-Mashura Journal is the property of Bait Al-Mashura Journal and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2023
- Full Text
- View/download PDF
37. FinTech Lending and Bank Credit Access for Consumers.
- Author
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Balyuk, Tetyana
- Subjects
FINANCIAL technology ,LOANS ,CREDIT ratings ,BANK loans ,CONSUMERS ,CONSUMER credit ,PEER-to-peer lending ,DEBT - Abstract
Using a unique setting of an online peer-to-peer lender, I show that banks expand credit access for consumers who obtain FinTech loans. Consistent with FinTech relieving information frictions, this effect is stronger for more credit-constrained consumers. Many borrowers, especially higher-quality ones, use peer-to-peer loans to repay expensive revolving debt. Yet, debt financing and credit score changes cannot fully explain higher bank credit. The increase in bank credit access is stronger when information sets between banks and peer-to-peer lenders diverge more. These results highlight information spillovers as a novel mechanism through which FinTech lending can relieve financial constraints for consumers. This paper was accepted by Tomasz Piskorski, finance. Supplemental Material: The data files and online appendix are available at https://doi.org/10.1287/mnsc.2022.4319. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
38. How consumers budget.
- Author
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Zhang, C. Yiwei, Sussman, Abigail B., Wang-Ly, Nathan, and Lyu, Jennifer K.
- Subjects
- *
HOUSEHOLD budgets , *ECONOMIC models , *CONSUMERS , *FINANCIAL institutions , *BUDGET , *BUDGET process - Abstract
Although budgeting is widely considered a common method of managing household finances, surprisingly little is known about the budgeting process. Using a nationally-representative survey (N=3,826) of US adults, we examine budgeting behaviors and beliefs, including who budgets and why, how individuals categorize consumption, and how they adjust their behavior after over- or under-spending. We identify five facts that illuminate key features of budgeting and supplement findings with administrative data (N=194,678) from a large financial institution in Australia. Understanding systematic patterns in how individuals and households budget can serve a critical role in informing economic models of consumption-savings behavior. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
39. Two sides of the same coin: The simultaneous effects of spending and saving needs on budget estimation.
- Author
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Kim, Min Jung
- Subjects
PERSONAL finance ,FINANCIAL planning ,BUDGET ,SAVINGS - Abstract
This research explores how consumers plan for their personal finances, focusing on the simultaneous effects of spending and saving needs in budget-setting. The current research proposes that the number of budget categories and salient savings goals interactively influence consumers' budget estimation. In two lab studies, we showed that participants with a salient savings goal tend to experience conflicts when they have the same (vs. different) number of budget categories for spending and saving needs, thereby perceiving the increased savings goal importance, which leads to the increased money allocation to saving. Our results further suggest that a detailed financial plan may not always help consumers to pursue financial success. This research contributes to the body of work on budgeting and consumer finance. We conclude by discussing the theoretical and practical implications of our findings. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
40. UK gilt crisis flags liquidity-driven investment risks
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- 2022
- Full Text
- View/download PDF
41. Cashless payments will outgrow but not end cash use
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- 2022
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- View/download PDF
42. Crypto making limited inroads into mainstream finance
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- 2022
- Full Text
- View/download PDF
43. US consumer spending will soften well into 2023
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- 2022
- Full Text
- View/download PDF
44. Optimal duration, rate and price when online retailers offer installment payment services
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Wang, Li, Tian, Junfeng, Si, Yanhong, and Sun, Xixiu
- Published
- 2021
- Full Text
- View/download PDF
45. Banking the Unbanked: Using Grocery Data for Credit Decisions.
- Author
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Jung Youn Lee, Joonhyuk Yang, and Anderson, Eric T.
- Subjects
GROCERIES ,CONSUMER finance companies ,CREDIT cards - Published
- 2022
46. The housing boom will slow steadily in coming quarters
- Published
- 2022
- Full Text
- View/download PDF
47. Riding the wave of change: Buy now, pay later as a disruptive threat to payment cards in the global market.
- Author
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Filotto, Umberto, Salerno, Dario, Sampagnaro, Gabriele, and Stella, Gian Paolo
- Abstract
This paper studies changes in the worldwide payment system by examining the growing popularity of buy now, pay later (BNPL). Considering variables related to individual financial personality and socio-demographic traits, we provide an original dataset to investigate whether BNPL could be a valid substitute for the use of payment cards. The results show that the payment card sector should take BNPL seriously as a competitive challenge. The developments of the COVID-19 pandemic suggest a possible change from the usage of payment cards towards BNPL, similar to what happened with cash transactions. This research contributes to the literature on the topic by proposing fresh ideas for payment methods and the financial sector, which continue to evolve in response to consumer needs. • Competitive Threat : BNPL poses a significant competitive threat to the traditional payment card industry. • Consumer Flexibility : BNPL offers consumers the flexibility to make immediate purchases, making it an attractive alternative. • Regulatory Challenges: There is a need for regulatory measures to mitigate the financial risks, particularly for consumers with lower financial literacy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
48. Consumer finance/household finance: the definition and scope
- Author
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Xiao, Jing Jian and Tao, Chunsheng
- Published
- 2021
- Full Text
- View/download PDF
49. UK Solvency II reform could boost long-term investment
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- 2022
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- View/download PDF
50. Egypt's state will keep control despite privatisations
- Published
- 2022
- Full Text
- View/download PDF
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