scholarly journals The novelty ‘sweet spot’ of invention

2017 ◽  
Vol 3 ◽  
Author(s):  
Yuejun He ◽  
Jianxi Luo

Invention arises from novel combinations of prior technologies. However, prior studies of creativity have suggested that overly novel combinations may be harmful to invention. Apart from the factors of expertise, market, etc., there may be such a thing as ‘too much’ or ‘too little’ novelty that will determine an invention’s future value, but little empirical evidence exists in the literature. Using technical patents as the proxy of inventions, our analysis of 3.9 million patents identifies a clear ‘sweet spot’ in which the mix of novel combinations of prior technologies favors an invention’s eventual success. Specifically, we found that the invention categories with the highest mean values and hit rates have moderate novelty in the center of their combination space and high novelty in the extreme of their combination space. Too much or too little central novelty suppresses the positive contribution of extreme novelty in the invention. Furthermore, the combination of scientific and broader knowledge beyond patentable technologies creates additional value for invention and enlarges the advantage of the novelty sweet spot. These findings may further enable data-driven methods both for assessing invention novelty and for profiling inventors, and may inspire a new strand of data-driven design research and practice.

2017 ◽  
Author(s):  
Seda Gurses ◽  
Joris Vredy Jan van Hoboken

Moving beyond algorithms and big data as starting points for discussions about privacy, the authors of Privacy After the Agile Turn focus our attention on the new modes of production of information systems. Specifically, they look at three shifts that have transformed most of the software industry: software is now delivered as services, software and hardware have moved into the cloud and software’s development is ever more agile. These shifts have altered the conditions for privacy governance, and rendered the typical mental models underlying regulatory frameworks for information systems out-of-date. After 'the agile turn', modularity in production processes creates new challenges for allocating regulatory responsibility. Privacy implications of software are harder to address due to the dynamic nature of services and feature development, which undercuts extant privacy regulation that assumes a clear beginning and end of production processes. And the data-driven nature of services, beyond the prospect of monetization, has become part of software development itself. With their focus on production, the authors manage to place known challenges to privacy in a new light and create new avenues for privacy research and practice.


2021 ◽  
Author(s):  
Elton Figueiredo de Souza Soares ◽  
Renan Souza ◽  
Raphael Melo Thiago ◽  
Marcelo de Oliveira Costa Machado ◽  
Leonardo Guerreiro Azevedo

In our data-driven society, there are hundreds of possible data systems in the market with a wide range of configuration parameters, making it very hard for enterprises and users to choose the most suitable data systems. There is a lack of representative empirical evidence to help users make an informed decision. Using benchmark results is a widely adopted practice, but like there are several data systems, there are various benchmarks. This ongoing work presents an architecture and methods of a system that supports the recommendation of the most suitable data system for an application. We also illustrates how the recommendation would work in a fictitious scenario.


2019 ◽  
Vol 31 (6) ◽  
pp. 2564-2581 ◽  
Author(s):  
Bengi Ertuna ◽  
Mine Karatas-Ozkan ◽  
Sibel Yamak

Purpose The authors’ focus is on the way in which sustainability and corporate social responsibility (CSR) discourses and practices emerge in the collaboration of multinational companies (MNCs) with the local hotels in developing country contexts. This paper aims to identify the prevailing institutional orders and logics that bring about CSR and sustainability discourse in tourism industry in Turkey. It also investigates how and to what extent the CSR and sustainability practices align with the local institutional logics and necessities. Design/methodology/approach Empirical evidence is generated through case studies covering Hilton Worldwide Holdings Inc. (Hilton), its Turkish subsidiary and a local hotel chain to ensure data triangulation. Primary data were collected through interviews with the executives of the selected case hotels, which was supported by extensive secondary data. Findings Some components of CSR and sustainability logics developed in the headquarters diffuse into local affiliate hotel, not all. Local affiliate hotels seek to acquire local legitimacy in their host environment, despite a standard format imposed by their headquarters. Local necessities and priorities translate themselves into such initiatives in a very limited way in the affiliates of the Hilton where there is mostly a top-down approach. Similar approach has also been observed in the case of the local hotel which is part of a family business group. Family’s values and family business headquarter shape the CSR and sustainability strategy and the logics reflecting the local component. Research limitations/implications This paper addresses a theoretical and empirical gap by demonstrating the role of MNCs in the diffusion of sustainability and CSR practices, as acknowledged by Forcadell and Aracil (2017). The authors contribute to the critical writings about the positive impact of CSR and sustainability in the context of the MNCs and their subsidiaries, which is not substantiated due to limited empirical evidence. In addition to these contributions to the CSR and sustainability literatures in tourism and hospitality domains, the authors add to the institutional theory by demonstrating the link between institutional orders and institutional logics. They also show the multiplicity of logics that emanate from the differences of logics developed in the headquarters (centrally imposed) and local affiliate organizations (context-specific) and contribute to theory by highlighting tensions. Practical implications This study appeals to management teams and executives of hotels dealing with these issues of tailoring of CSR practices to local necessities. The authors do not only raise awareness of this consciousness but also demonstrate practical application of some of these strategies and prioritization by detecting market specificities and distinctive societal needs. Hotel managers should resist against the headquarter- or family business-driven uniform approach to CSR and sustainability and reflect on corporate policies through checking isomorphic tendencies. This entails being cognizant of local conditions and necessities and respond to them in a flexible and accommodating way. It involves engaging with a full spectrum of stakeholders, including the leadership in headquarters as well as local organizations (e.g. NGOs, suppliers, etc.) and other institutional forces (e.g. state) to align their sustainability and CSR practices with the locally dominant logics. Managers should be aware of certain logics governing CSR and sustainability practices; some of these logics might be constraining critical thinking and innovative practices. Social implications Managers should be proactive in interpreting different institutional logics and process them through critical reflection and boundary spanning and mapping of new opportunities. Moreover, MNC hotel executives should be aware of the limitations of a blanket approach toward CSR and sustainability and increase their sensitivity toward local conditions. Originality/value Through this study, the authors are able to add further value to the critical writings about the positive contribution of CSR and sustainability in the context of the MNCs and their subsidiaries, which is not substantiated due to limited empirical evidence.


2014 ◽  
Vol 29 (5-6) ◽  
pp. 451-486 ◽  
Author(s):  
Jaime Snyder ◽  
Eric P. S. Baumer ◽  
Stephen Voida ◽  
Phil Adams ◽  
Megan Halpern ◽  
...  

2018 ◽  
Vol 23 (3) ◽  
pp. 335-369 ◽  
Author(s):  
Meilin Chen ◽  
John Flowerdew

Abstract Since the late 1980s, there has been a growing interest in the direct application of corpora, or data-driven learning (DDL), in language education. This relatively novel teaching approach has been particularly applied in the teaching and learning of English for Academic Purposes (EAP)/academic writing, especially since the turn of the century. This paper synthesizes and evaluates the research progress in the field of EAP/academic writing since the year 2000 by critically reviewing 37 empirical studies focussing on applications of DDL in this context. Based on the critical review and a discussion of some contentious issues, a set of five recommendations for the way forward in DDL research and practice for EAP/academic writing is presented.


2019 ◽  
Vol 21 (6) ◽  
pp. 1307-1324 ◽  
Author(s):  
Nicholas Martin ◽  
Christian Matt ◽  
Crispin Niebel ◽  
Knut Blind

AbstractWhile many data-driven businesses have seen rapid growth in recent years, their business development might be highly contingent upon data protection regulation. While it is often claimed that stricter regulation penalizes firms, there is only scarce empirical evidence for this. We therefore study how data protection regulation affects startup innovation, exploring this question during the ongoing introduction of the EU General Data Protection Regulation (GDPR). Our results show that the effects of data protection regulation on startup innovation are complex: it simultaneously stimulates and constrains innovation. We identify six distinct firm responses to the effects of the GDPR; three that stimulate innovation, and three that constrain it. We furthermore identify two key stipulations in the GDPR that account for the most important innovation constraints. Implications and potential policy responses are discussed.


2015 ◽  
Author(s):  
Matthias Kormaksson ◽  
Marcos R. Vieira ◽  
Bianca Zadrozny
Keyword(s):  
Well Log ◽  

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