Abstract:Abstract:The current dynamics of change, including climate change, resource depletion, energy transition, internet of things, etc. will have substantial impacts on the functioning of contemporary business models. Most firms and companies, however, still largely focus on efficiency strategies leading to sub-optimal solutions (reducing bad impact), rather than radically changing their business model to develop new transaction models more appropriate for today's world (doing better things). However, persistent su… Show more
“…Li et al 2015) or implementing smart manufacturing practices (Kusiak 2018) (see Table 5). In rare cases, experts focused on exploitation of BDA for other reasons, such as improving disassembly sequence planning (Marconi et al 2018), considering recycling issues during product design (Lin 2018), assessing cost (Angioletti, Despeisse, and Rocca 2017) x (Bassi 2017) x (Bloomfield and Borstrock 2018) x (Clemon and Zohdi 2018) x x (Dutta et al 2001) x (Giurco et al 2014) x (Lahrour and Brissaud 2018) x (Le, Paris, and Mandil 2017a) x (Le, Paris, and Mandil 2017b) x (Leino, Pekkarinen, and Soukka 2016) x (Ma et al 2018) x (Mandil et al 2016) x (Mattos Nascimento et al 2018) x (Millard et al 2018) x (Minetola and Eyers 2018) x x (Müller et al 2018) x (Santander et al 2018) x (Sauerwein, Bakker, and Balkenende 2017) x (Sauerwein and Doubrovski 2018) x (Schmidt et al 2017) x (Sheng Yang et al 2017) x (Syed-Khaja, Perez, and Franke 2016)…”
Section: Big Data and Analyticsmentioning
confidence: 99%
“…Depending on the authors, AM can be exploited to (i) improve the overall CE performance ( (Miranda et al 2017), and (iv) improve the traceability of circular practices (Sharpe et al 2018). The IoT is considered by experts as a good method for linking product lifecycle management and digital manufacturing, for example, through cloud computing x x (Dutta et al 2001) x (Fisher et al 2018) x (Giurco et al 2014) x x (Liao et al 2017) x (Lopes de Sousa Jabbour et al 2018a) x (Lopes de Sousa Jabbour et al 2018b) x (Moreno and Charnley 2016) x (Nasiri, Tura, and Ojanen 2017) x (Okorie et al 2018) x (Pagoropoulos, Pigosso, and McAloone 2017) x (Planing 2017) x (Rajala et al 2018) x (Reuter 2016) x (Salminen, Ruohomaa, and Kantola 2017) x (Seele and Lock 2017) x (Srai et al 2016) x (Stock and Seliger 2016) x (Thomas 2018) x (Tseng et al 2018) x (Unruh 2018) x (X. Wang, Ong, and Nee 2018) x Total 5 4 3 13 (Barbosa et al 2016) x (Bassi 2017) x (Deschamps et al 2018) x (Gürdür and Gradin 2017) x (Hehenberger et al 2016) x (Holligan, Hargaden, and Papakostas 2017) x (Isaksson, Hallstedt, and Öhrwall Rönnbäck 2018) x (Jensen and Remmen 2017) x (Kusiak 2018) x (J.…”
Section: Lifecycle Managementmentioning
confidence: 99%
“…Given the importance these two paradigms have acquired over time, much literature discusses CE and I4.0 from several perspectives (Liao et al 2017;Smart et al 2017;Govindan and Hasanagic 2018). However, there is still a great distance between theory and practice (Gorissen, Vrancken, and Manshoven 2016). Regarding the CE perspective, authors and scholars described challenges, opportunities, frameworks, models, and best-in-class multinationals (Angioletti et al 2016;Antikainen, Uusitalo, and Kivikytö-Reponen 2018;Askoxylakis 2018;Ge and Jackson 2014).…”
Section: Introductionmentioning
confidence: 99%
“…V. Wang and Wang 2018;Soroka et al 2017). Regarding the I4.0 perspective, many contributions assessed the potential support offered by key enabling technologies to companies (Ge and Jackson 2014;Isaksson, Hallstedt, and Öhrwall Rönnbäck 2018;He, Xu, and Xu 2010;Gorissen, Vrancken, and Manshoven 2016). However, only in a very few cases was the environmental benefit (the circularity level) reachable through the adoption of I4.0-based technologies assessed (Angioletti, Despeisse, and Rocca 2017;Lahrour and Brissaud 2018;van Schaik and Reuter 2016).…”
Industry 4.0 (I4.0) and Circular Economy (CE) are undoubtedly two of the most debated topics of the last decades. Progressively, they gained the interest of policymakers, practitioners and scholars all over the world. Even if they have been usually described as two independent research fields, there are some examples presenting overlaps between these topics, represented by hybrid categories like Circular I4.0 and Digital CE. Starting from these two perspectives, an innovative framework both highlighting the links between I4.0 and CE and unveiling future research fields has been developed. Basing on one of the two perspectives, results show as it is possible to enhance a set of different relations. Depending on a dedicated area of either CE or I4.0 it is possible to see the prevalence of some I4.0 technology than others. However, the influence of I4.0 technologies on CE is always verified.
“…Li et al 2015) or implementing smart manufacturing practices (Kusiak 2018) (see Table 5). In rare cases, experts focused on exploitation of BDA for other reasons, such as improving disassembly sequence planning (Marconi et al 2018), considering recycling issues during product design (Lin 2018), assessing cost (Angioletti, Despeisse, and Rocca 2017) x (Bassi 2017) x (Bloomfield and Borstrock 2018) x (Clemon and Zohdi 2018) x x (Dutta et al 2001) x (Giurco et al 2014) x (Lahrour and Brissaud 2018) x (Le, Paris, and Mandil 2017a) x (Le, Paris, and Mandil 2017b) x (Leino, Pekkarinen, and Soukka 2016) x (Ma et al 2018) x (Mandil et al 2016) x (Mattos Nascimento et al 2018) x (Millard et al 2018) x (Minetola and Eyers 2018) x x (Müller et al 2018) x (Santander et al 2018) x (Sauerwein, Bakker, and Balkenende 2017) x (Sauerwein and Doubrovski 2018) x (Schmidt et al 2017) x (Sheng Yang et al 2017) x (Syed-Khaja, Perez, and Franke 2016)…”
Section: Big Data and Analyticsmentioning
confidence: 99%
“…Depending on the authors, AM can be exploited to (i) improve the overall CE performance ( (Miranda et al 2017), and (iv) improve the traceability of circular practices (Sharpe et al 2018). The IoT is considered by experts as a good method for linking product lifecycle management and digital manufacturing, for example, through cloud computing x x (Dutta et al 2001) x (Fisher et al 2018) x (Giurco et al 2014) x x (Liao et al 2017) x (Lopes de Sousa Jabbour et al 2018a) x (Lopes de Sousa Jabbour et al 2018b) x (Moreno and Charnley 2016) x (Nasiri, Tura, and Ojanen 2017) x (Okorie et al 2018) x (Pagoropoulos, Pigosso, and McAloone 2017) x (Planing 2017) x (Rajala et al 2018) x (Reuter 2016) x (Salminen, Ruohomaa, and Kantola 2017) x (Seele and Lock 2017) x (Srai et al 2016) x (Stock and Seliger 2016) x (Thomas 2018) x (Tseng et al 2018) x (Unruh 2018) x (X. Wang, Ong, and Nee 2018) x Total 5 4 3 13 (Barbosa et al 2016) x (Bassi 2017) x (Deschamps et al 2018) x (Gürdür and Gradin 2017) x (Hehenberger et al 2016) x (Holligan, Hargaden, and Papakostas 2017) x (Isaksson, Hallstedt, and Öhrwall Rönnbäck 2018) x (Jensen and Remmen 2017) x (Kusiak 2018) x (J.…”
Section: Lifecycle Managementmentioning
confidence: 99%
“…Given the importance these two paradigms have acquired over time, much literature discusses CE and I4.0 from several perspectives (Liao et al 2017;Smart et al 2017;Govindan and Hasanagic 2018). However, there is still a great distance between theory and practice (Gorissen, Vrancken, and Manshoven 2016). Regarding the CE perspective, authors and scholars described challenges, opportunities, frameworks, models, and best-in-class multinationals (Angioletti et al 2016;Antikainen, Uusitalo, and Kivikytö-Reponen 2018;Askoxylakis 2018;Ge and Jackson 2014).…”
Section: Introductionmentioning
confidence: 99%
“…V. Wang and Wang 2018;Soroka et al 2017). Regarding the I4.0 perspective, many contributions assessed the potential support offered by key enabling technologies to companies (Ge and Jackson 2014;Isaksson, Hallstedt, and Öhrwall Rönnbäck 2018;He, Xu, and Xu 2010;Gorissen, Vrancken, and Manshoven 2016). However, only in a very few cases was the environmental benefit (the circularity level) reachable through the adoption of I4.0-based technologies assessed (Angioletti, Despeisse, and Rocca 2017;Lahrour and Brissaud 2018;van Schaik and Reuter 2016).…”
Industry 4.0 (I4.0) and Circular Economy (CE) are undoubtedly two of the most debated topics of the last decades. Progressively, they gained the interest of policymakers, practitioners and scholars all over the world. Even if they have been usually described as two independent research fields, there are some examples presenting overlaps between these topics, represented by hybrid categories like Circular I4.0 and Digital CE. Starting from these two perspectives, an innovative framework both highlighting the links between I4.0 and CE and unveiling future research fields has been developed. Basing on one of the two perspectives, results show as it is possible to enhance a set of different relations. Depending on a dedicated area of either CE or I4.0 it is possible to see the prevalence of some I4.0 technology than others. However, the influence of I4.0 technologies on CE is always verified.
“…In this context, the innovation in financial areas can be regarded as the effort to continuously obtain business opportunities [22,23]. The proposed approach here is to examine the way of achieving such a business opportunity by systematically utilizing both the structured and unstructured data of financial BM patents.…”
Financial technology has become an important part of the banking industry in recent times. This study attempts to propose a framework to identify emerging areas and trends using financial business method patents. Based on the abstracts of financial business method patents registered at the United States Patent and Trademark Office, this study first applies latent Dirichlet allocation to identify emerging topics. The probability of the annual occurrence of each topic is adjusted through the exponentially weighted moving average to reflect the importance of the recent probability of topics. Each topic is classified as "hot" or "cold" depending on whether the exponentially weighted moving average of the probabilities exceeds the threshold. We applied survival analysis to the time gap of recurrently becoming hot from a cold status with the associated factor of financial business method patents. The findings suggest that the topic with the short granted period and high forward citation is likely to become hot. In addition, the topic that is aged and specific in narrow areas is likely to continuously change into the hot or cold status. The approach proposed in this study contributes toward understanding topic emergence in the financial area and pursuing sustainable development.
Recently, business models for environmental sustainability have gained increasing attention in the management field and among practitioners and stakeholders. This study aims to analyse the state of the art on the topic by reviewing the growing but mainly phenomenon-driven research. In particular, by identifying main research trends and relevant gaps in the literature and by providing future research avenues, this paper advances the debate on the need for alternative concepts of doing business that go beyond the creation of economic value for a company in a way that generates value for the society. Our article undertakes two stages of screening the available literature and selects 151 peer-reviewed articles published between 2007 and early 2019 for the review. The paper provides the first comprehensive systematic review of business models in the field of environmental sustainability with a detailed descriptive and critical analysis and with a discussion of future research opportunities.
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