Open research questions in FinTech, Crowdfunding, Digital Finance
421 gap statements mined from FinTech, Crowdfunding, Digital Finance papers in our 7.9M-paper local library, which holds 2,761 papers on the topic — drawn mostly from each paper's own stated research gap, future-work, challenge and limitation notes, and its abstract. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one.
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What the literature leaves open
Fourth, in order to determine which risk factors have the greatest impact on innovation in Jordan’s Islamic finance institutions, future research could examine particular aspects of digital risk management such as cybersecurity risk, data privacy, Shariah non-compliance risk, and operational resilience. Several directions for further research are suggested building on the limitations of this study.
The Impact of Digital Risk Management on Innovative Islamic Banking Services: The Mediating Role of Digital Capabilities and the Moderating Role of Digital Culture · 2026 · DOIFuture research could examine whether similar predictive effects emerge in other external communities that share some of the key features of the subreddit studied here. Future research could examine, this issue more systematically, especially in settings where criticism and creator responses are directly integrated into the crowdfunding platform.
Leveraging crowd wisdom: Can critical online communities predict post-campaign failure in crowdfunding? · 2026 · DOIFuture studies should use larger samples or the entire population to enhance the representativeness of the results. Employing probability sampling would improve accuracy and generalizability. Replacing online surveys with personal interviews could provide deeper insights and reduce misunderstandings.
Future research could address these limitations through longitudinal designs, objective organizational indicators, multiple data sources, sector-specific analyses, multilevel approaches where appropriate, and cross-country comparisons.
Economic Resilience in AI-Driven FinTech, ESG Integration, and Sustainable Financial Systems: A Human-Centered Approach · 2026 · DOIThe paper aims to address this gap by investigating the strategic interplay between project creativity and crowdfunding success.
The review identifies critical implementation challenges that require ongoing attention, including the need for standardized interoperability frameworks, sophisticated regulatory compliance mechanisms, and comprehensive organizational change management strategies.
Emerging Technologies in Financial Services: From Virtualization and Cloud Infrastructures to Edge Computing Applications · 2026 · DOIAnother challenge is the need to increase digital financial literacy among users. The paper also highlights the importance of perceived regulatory support in promoting the use of FinTech services.
FinTech and Financial Inclusion: Exploring the Mediating Role of Digital Financial Literacy and the Moderating Influence of Perceived Regulatory Support · 2024 · DOIThe lack of appropriate collection standards or regulations for data gathering. The need for rules and guidelines to address data privacy and security, bias and fairness, accountability and transparency, and the skill gap.
AI in the Financial Sector: The Line between Innovation, Regulation and Ethical Responsibility · 2024 · DOIFuture research should explore additional mediating factors such as organizational culture, leadership styles, and employee engagement to comprehend the indirect connections between digital technologies and environmental sustainability. Technology implementation in developing countries and emerging markets can provide insights into regional differences, enhancing the model’s global applicability.
The Mediating Impact of Organizational Innovation on the Relationship Between Fintech Innovations and Sustainability Performance · 2024 · DOIThe lack of transparency in the supply chain is a significant challenge for coffee futures contracts in Colombia. Price fluctuations and adverse weather conditions affect farmers, leading to contract breaches. The complexity of futures contracts, belonging to the category of 'Financial Derivatives', makes them susceptible to supply and demand forces.
Smart Contracts as a Tool to Support the Challenges of Buying and Selling Coffee Futures Contracts in Colombia · 2024 · DOIFuture research could address these limitations through longitudinal designs, probability-based sampling, multiple data sources, objective organizational indicators, multilevel approaches where appropriate, and cross-country comparisons.
Economic Resilience in AI-Driven FinTech, ESG Integration, and Sustainable Financial Systems: A Human-Centered Approach · 2026 · DOIAlthough some might argue that Shuidichou’s results are limited to a Chinese context, we emphasize that the types of information examined (textual narratives, visual elements, and progress updates) are universally present across platforms.
Beyond Affordances: Understanding the Holistic Influence of Multimodal Medical Crowdfunding Affordances on Charitable Crowdfunding Outcome (Preprint) · 2025 · DOIThis paper identified multiple open questions that could lead to further research on this topic.
Adoption Drivers of Intelligent Virtual Assistants in Banking: Rethinking the Artificial Intelligence Banker · 2025 · DOIHowever, the role of executive backgrounds in influencing the relationship between FinTech and digital transformation remains unclear.
How does FinTech influence enterprises’ digital transformation? —A perspective based on executive backgrounds · 2025 · DOIThis research addresses the gap in the literature by examining the determinants of new-business entrepreneurship, specifically focusing on mobile payment, financial inclusion and institutional factors.
Assessing the impact of payment technology, financial inclusion and institutions on entrepreneurship: evidence from middle-income Asian Economies · 2025 · DOIThe rapid advancement of FinTech is reshaping the global financial landscape, yet the extent and transmission pathways of its influence across different regions remain underexplored.
The impact of FinTech on global regional financial development spatial econometric analysis based on Tobit-SDM model · 2025 · DOIWhile existing research has extensively documented the relationship between regulatory arbitrage and shadow banking growth, and separately explored fintech’s impact on traditional banking operations, the intersection of these phenomena remains underexplored.
Problems with keeping information private and making sure data is safe from hackers. The need to have people who really know what they are doing to manage the Artificial Intelligence technology.
Artificial Intelligence in the Banking Sector: Transforming Traditional Banking into Smart and Secure · 2026 · DOIThe banking sector is entering a critical phase of transformation in which digitalization and sustainability have evolved into interdependent pillars of a new operating model. Artificial intelligence (AI) plays a catalytic role in this process by enabling more precise, transparent, and data-driven implementation, monitoring, and reporting of ESG strategies.
The Application of Artificial Intelligence (AI) in the Implementation of ESG-Oriented Sustainable Development Strategies in the Banking Sector: A Case Study · 2026 · DOIA longitudinal panel of adviser brochures would separate persistent firm characteristics from changes in disclosure behavior, and show whether the diffusion of generative AI reaches formal filings with a lag. Matched firm-level data on technology adoption would allow an adoption-disclosure relationship to be estimated rather than benchmarked against an unmatched survey.
To identify the ways in which Artificial Intelligence could help the banking sector in the future. To investigate the increasing trend of Artificial Intelligence in the banking and financial industry.
Artificial Intelligence in the Banking Sector: Transforming Traditional Banking into Smart and Secure · 2026 · DOIInvestigate pertinent theories such as Lewin's three-step change theory, united theory of acceptance and use of technology (UTUAT), and crucial success…
AI in the Financial Sector: The Line between Innovation, Regulation and Ethical Responsibility · 2024 · DOIStrengthen Institutional and Policy Frameworks Promote Digital Literacy and Capacity…
Leveraging FinTech to Combat Protection Fees in Township Economies: Advancing Sustainable Economic Resilience Through Digital Payment Solutions · 2026 · DOIPrior studies on negative textual emotions in medical crowdfunding have yielded inconsistent findings and have largely neglected two critical dimensions of the total funding amount: the number of donors…
Fear and egoism, sadness and altruism: how negative textual emotions affect project outcomes in medical crowdfunding · 2026 · DOIFirst, Enhance the Digital Inclusive Finance Service System for Precise…
Most-cited papers in FinTech, Crowdfunding, Digital Finance
- Does Distance Still Matter? The Information Revolution in Small Business Lending · The Journal of Finance · 2002 · 1,709 citations
- Fintech: Ecosystem, business models, investment decisions, and challenges · Business Horizons · 2017 · 1,240 citations
- Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending · Management Science · 2012 · 1,071 citations
- Relational Embeddedness and Learning: The Case of Bank Loan Managers and Their Clients · Management Science · 2003 · 798 citations
- Fintech, financial inclusion and income inequality: a quantile regression approach · European Journal of Finance · 2020 · 721 citations
- Sustainability, FinTech and Financial Inclusion · European Business Organization Law Review · 2020 · 651 citations
- The impact of the FinTech revolution on the future of banking: Opportunities and risks · International Review of Financial Analysis · 2022 · 585 citations
- Decentralized Finance · Journal of Financial Regulation · 2020 · 549 citations
- Does fintech innovation improve bank efficiency? Evidence from China’s banking industry · International Review of Economics & Finance · 2021 · 499 citations
- Industry 4.0 in Finance: The Impact of Artificial Intelligence (AI) on Digital Financial Inclusion · International Journal of Financial Studies · 2020 · 495 citations
Most recent work
- The Application of Artificial Intelligence (AI) in the Implementation of ESG-Oriented Sustainable Development Strategies in the Banking Sector: A Case Study · Sustainability · 2026
- The Impact of FinTech on Environmental Sustainability: Empirical Evidence Based on a Novel FinTech Index · Business Strategy and the Environment · 2026
- Fintech and urban-rural integrated development: a human capital perspective · Finance research letters · 2026
- Open banking and digital financial inclusion: Early evidence · Economics Letters · 2026
- Executive digital backgrounds and firm investment efficiency · Finance research letters · 2026
- Corporate FinTech and ESG performance: Evidence from external and bank FinTech perspectives · Research in International Business and Finance · 2026
- Can FinTech empower companies to develop corporate new quality productive forces? Evidence from Chinese listed companies · International Review of Economics & Finance · 2026
- Bridging digital capabilities and financial resilience: A comparative study of FinTech, AI literacy, and financial inclusion among households in Malaysia and Indonesia · Journal of Open Innovation Technology Market and Complexity · 2026
- Crowdfunding as an E-Commerce Mechanism: A Deep Learning Approach to Predicting Success Using Reduced Generative AI Embeddings · Journal of theoretical and applied electronic commerce research · 2026
- Pioneering digital finance: determinants of CBDC adoption in the era of FinTech and online payments · Quality & Quantity · 2026
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