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Article
Publication date: 14 September 2023

Cheng Liu, Yi Shi, Wenjing Xie and Xinzhong Bao

This paper aims to provide a complete analysis framework and prediction method for the construction of the patent securitization (PS) basic asset pool.

Abstract

Purpose

This paper aims to provide a complete analysis framework and prediction method for the construction of the patent securitization (PS) basic asset pool.

Design/methodology/approach

This paper proposes an integrated classification method based on genetic algorithm and random forest algorithm. First, comprehensively consider the patent value evaluation model and SME credit evaluation model, determine 17 indicators to measure the patent value and SME credit; Secondly, establish the classification label of high-quality basic assets; Then, genetic algorithm and random forest model are used to predict and screen high-quality basic assets; Finally, the performance of the model is evaluated.

Findings

The machine learning model proposed in this study is mainly used to solve the screening problem of high-quality patents that constitute the underlying asset pool of PS. The empirical research shows that the integrated classification method based on genetic algorithm and random forest has good performance and prediction accuracy, and is superior to the single method that constitutes it.

Originality/value

The main contributions of the article are twofold: firstly, the machine learning model proposed in this article determines the standards for high-quality basic assets; Secondly, this article addresses the screening issue of basic assets in PS.

Details

Kybernetes, vol. 53 no. 2
Type: Research Article
ISSN: 0368-492X

Keywords

Article
Publication date: 1 September 2006

Andreas A. Jobst

The paper surveys the risks and rewards of asset securitisation and illustrates how this structured finance technique can lift credit constraints to small‐ and medium‐sized…

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Abstract

Purpose

The paper surveys the risks and rewards of asset securitisation and illustrates how this structured finance technique can lift credit constraints to small‐ and medium‐sized enterprises (SMEs) as banks to turn more conservative in their lending in response to more risk‐sensitive capital requirements for credit risk.

Design/methodology/approach

The mechanics of securitisation provide an analytical framework and perspective for our analysis of conditions for sustainable SME securitisation and its potential contribution to greater risk diversification of both issuers and investors. The paper also elicits lessons to be learned for essential regulatory and policy measures to guide a sound development of securitisation markets from an empirical review of SME securitisation in Germany.

Findings

The paper finds that the structural versatility of securitisation offers economic benefits irrespective of the configuration of the financial system. The development of a viable securitisation market for SME‐related claims in a bank‐based financial system is likely to require financial sector initiatives, whose scope and intensity might be enhanced by development agencies. Orchestrated policy efforts make for a benign strategy to incubate SME securitisation in a timely fashion, while keeping legal uncertainty and economic attrition to a minimum.

Originality/value

As opposed to previous papers, the paper defines and discusses SME securitisation from both the perspective of bank‐ and firm‐sponsored securitisation and issue hands‐on recommendations for its efficient implementation.

Details

Managerial Finance, vol. 32 no. 9
Type: Research Article
ISSN: 0307-4358

Keywords

Article
Publication date: 9 October 2017

Peter M. Bican, Carsten C. Guderian and Anne Ringbeck

As firms turn their innovation activities toward collaborating with external partners, they face additional challenges in managing their knowledge. While different modes of…

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Abstract

Purpose

As firms turn their innovation activities toward collaborating with external partners, they face additional challenges in managing their knowledge. While different modes of intellectual property right regimes are applied in closed innovation systems, there seems to be tension between the concepts of “open innovation” and “intellectual property rights”. The purpose of this paper is to investigate how firms best manage knowledge via intellectual property rights in open innovation processes.

Design/methodology/approach

Following a mixed methods approach, the authors review relevant literature at the intersection of knowledge management, intellectual property rights, strategic management of intellectual property rights and the open innovation process. The authors identify success drivers through the lenses of – but not limited to – intellectual property rights and classify them in five distinct groups. Expending the view on open innovation beyond its modus operandi, the authors develop the Open Innovation Life Cycle, covering three stages and three levels of the open innovation process. The authors apply their findings to a case study in the pharmaceutical industry.

Findings

The authors provide four key contributions. First, existing literature yields inconclusive results concerning the enabling or disabling function of intellectual property rights in open innovation processes, but the majority of scholars detect an ambivalent relation. Second, they identify and classify success drivers of successful knowledge management via intellectual property rights in open innovation processes. Third, they advance literature on open innovation beyond its modus operandi to include three stages and three levels. Fourth, they test their findings to a case study and show how management leverages knowledge by properly using intellectual property rights in open innovation.

Practical implications

The findings support firms in managing knowledge via intellectual property rights in open innovation processes. Management should account for the peculiarities of open innovation preparation and open innovation termination to prevent unintentional knowledge drain.

Originality/value

This is one of the first studies to view open innovation as a process beyond its modus operandi by considering the preparations for and termination of open innovation activities. It also addresses the levels involved in managing knowledge via intellectual property rights in open innovation from individual (personal) to project and firm level.

Details

Journal of Knowledge Management, vol. 21 no. 6
Type: Research Article
ISSN: 1367-3270

Keywords

Article
Publication date: 5 April 2021

Frederick Ahen

The purpose of this paper is to investigate how “manias” in global health governance lead to health inequalities even before, during and in the aftermath of acute health crises…

Abstract

Purpose

The purpose of this paper is to investigate how “manias” in global health governance lead to health inequalities even before, during and in the aftermath of acute health crises such as the COVID-19 pandemic. “Manias” as used here refer to obsessive ir/rational behaviors, misguided policy/strategic choices and the exercise of power that benefit the major global health actors at the expense of stakeholders.

Design/methodology/approach

From post-colonial and historical perspectives, this study delineates how the major global health actors influence outcomes in global health governance and international business when they interact at the national–global level using an illustration from an emerging economy.

Findings

Power asymmetry in global health governance is constructed around the centralization of economic influence, medico-techno-scientific innovation and the geopolitical hegemony of a conglomerate of super-rich/powerful actors. They cluster these powers and resources in the core region (industrialized economies) and use them to influence the periphery (developing economies) through international NGOs, hybrid organizations, MNCs and multilateral/bilateral agreements. The power of actors to maintain manias lies in not only how they influence the periphery but also the consequences of the periphery’s “passivity” and “voluntary” renunciation of sovereignty in medical innovations and global health policies/politics.

Social implications

As a quintessential feature of manias, power asymmetry makes it harder for weaker actors to actually change the institutional conditions that produce structural inequalities in global health.

Originality/value

This timely and multidisciplinary study calls for a novel architecture of global health governance. Thus, democratizing global health governance with sufficiently foresighted investments that prioritize equitable access by and the inclusiveness of vulnerable stakeholders will help dismantle institutionalized manias while decreasing health inequalities.

Details

critical perspectives on international business, vol. 17 no. 2
Type: Research Article
ISSN: 1742-2043

Keywords

Content available
Book part
Publication date: 12 September 2022

Abstract

Details

Empirical Research in Banking and Corporate Finance
Type: Book
ISBN: 978-1-78973-397-6

Article
Publication date: 1 January 2001

J.B. Heaton

Until recently, financial intermediaries have behaved as though immune from the bite of intellectual property law. However, recent decisions of the federal courts and acquiescence…

Abstract

Until recently, financial intermediaries have behaved as though immune from the bite of intellectual property law. However, recent decisions of the federal courts and acquiescence by Congress have created a new legal landscape. This article explores the basic principles and implications of patent law for risk finance, specifically in terms of emerging opportunities and incentives related to structured risk management solutions. In so doing, the discussion introduces the trade‐off between past reliance on trade secret law versus the evolving trend toward financial patents. The author addresses its influence within the convergence markets, and argues that patents may play a significant role in future financial and insurance innovation.

Details

The Journal of Risk Finance, vol. 2 no. 2
Type: Research Article
ISSN: 1526-5943

Article
Publication date: 10 January 2022

Mohammad G. Nejad

The financial industry offers a unique setting to study innovations. Financial innovations have fueled the growth of economies, markets and societies. The financial industry has…

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Abstract

Purpose

The financial industry offers a unique setting to study innovations. Financial innovations have fueled the growth of economies, markets and societies. The financial industry has successfully become the breeding ground for innovative services, processes, business models and technologies. This study seeks to provide a holistic view of the literature on financial innovations, synthesize the research findings and offer future directions for research in light of three market developments that are disrupting the industry and opening up a new era for the financial services industry. Disruptions from within and outside the industry offer new generations of radically innovative services. Moreover, new generations of consumers differ from previous generations in their needs and wants and look for innovative ways to handle their financial needs. Finally, significant developments related to financial innovations have emerged in Asia and developing countries.

Design/methodology/approach

This study systematically reviews the academic research literature on financial innovations in two phases. The first phase provides a quantitative review of 546 journal articles published between 1990 and 2018. In the second phase, the study synthesizes the extant research on financial innovations and maps them in five research areas: firms' introduction and adoption of FIs, financial innovation development, the outcomes of financial innovations, regulations and intellectual property, and consumers.

Findings

The analysis found that disciplines differ with regard to the employed research methodologies, the units of analysis, sources of data and the innovations they examined. A positive trend in the number of published articles during this period is observed. However, studies have primarily focused on the USA and Europe and less so on other parts of the world. The literature synthesis further identifies research gaps in the available research that highlight future research opportunities in light of the three market disruptions. The financial services industry is on the brink of a new era due to disruptions from within and outside the industry and the entrance of new generations of consumers. Moreover, the financial industry has successfully become the breeding ground for innovative services, processes and business models. Therefore, financial innovations offer promising opportunities for bridging the gap between research on product and service innovations.

Research limitations/implications

The work provides a holistic and systematic overview of extant research on financial innovations and highlights future research opportunities in light of the three disruptive market developments. It helps researchers take advantage of the opportunities in studying financial innovations while maintaining industry relevance.

Originality/value

The study is the first to review and synthesize the academic research literature on financial innovations across marketing, finance and innovation disciplines. In addition, the study highlights three primary disruptive forces in the financial industry and identifies future research directions in light of these disruptive forces.

Details

International Journal of Bank Marketing, vol. 40 no. 3
Type: Research Article
ISSN: 0265-2323

Keywords

Article
Publication date: 1 January 2000

Melvin Simensky and Lisa A. Small

Intellectual property owners put themselves at a competitive disadvantage if they rely only on traditional insurance policies to manage risk.

Abstract

Intellectual property owners put themselves at a competitive disadvantage if they rely only on traditional insurance policies to manage risk.

Details

Handbook of Business Strategy, vol. 1 no. 1
Type: Research Article
ISSN: 1077-5730

Book part
Publication date: 17 January 2023

Oskar Kowalewski and Paweł Pisany

In this study, the authors use a country-level database covering 63 economies over the period 2014–2019 and employ a wide range of proxies to discuss new technological trends in…

Abstract

In this study, the authors use a country-level database covering 63 economies over the period 2014–2019 and employ a wide range of proxies to discuss new technological trends in finance, particularly in the banking sector. The authors also distinguish alternative technology-based business models that directly compete with banks [financial technology (fintech) and giant technology (bigtech) credit providers]. The results suggest that banks’ increased focus on technological innovation, as measured by market value and number of patents, is a possible response to the emerging technology-based nonbank competition, particularly from fintech and bigtech firms. Additionally, the results indicate that the emergence of financial innovation contributes negatively to the average value of bank patent, indicating significant competitive pressure on banks in the technological race. Thus, banks are countering the challenge of fintech and bigtech competition in the financial market by increasing their technology projects and patenting activities. These trends are crucial and may change the stability and sustainability perspectives of banks.

Details

Fintech, Pandemic, and the Financial System: Challenges and Opportunities
Type: Book
ISBN: 978-1-80262-947-7

Keywords

Book part
Publication date: 22 July 2014

Elizabeth Popp Berman

Field theory is one of the most visible approaches in the new political sociology of science, and Fligstein & McAdam’s (F&M) Theory of Fields is the most visible recent attempt to…

Abstract

Field theory is one of the most visible approaches in the new political sociology of science, and Fligstein & McAdam’s (F&M) Theory of Fields is the most visible recent attempt to further it. This paper evaluates F&M’s theory of field transformation by comparing it with Berman’s (2012a) field-based explanation of the changes in the field of US academic science. While F&M’s general framework is quite useful, their explanation, which focuses on struggles between incumbents and challengers over whose conception of the field should dominate, does not map neatly onto the changes in academic science, which saw no such field-level struggles. This suggests that tools are also needed for explaining new settlements that do not result from intentional efforts to establish them. In particular, the case of US academic science shows that local innovations with practices based on alternative conceptions of the field can lead to field-level change. Attention to the interaction between local practice innovations and larger environments provides insights into how change ripples across fields, as well as the ongoing contention and dynamism within even relatively stable fields.

Details

Fields of Knowledge: Science, Politics and Publics in the Neoliberal Age
Type: Book
ISBN: 978-1-78350-668-2

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