Chiara Franzoni
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Chiara Franzoni has a total of 31 co-authors. Here are the top co-authors by number of shared publications:
- Giuseppe Scellato
Politecnico di Torino
10 shared publications - Massimo Gaetano Colombo
Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milan, Italy
4 shared publications Paula Stephan
Georgia State University
4 shared publications- Cristina Rossi-Lamastra
Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milan, Italy
3 shared publications Mario Calderini
Dept. of Production Syst. & Manage., Politec. di Torino, Torin
3 shared publications- Aldo Geuna
University of Turin
2 shared publications
Latest Publications
- Open Access
- 20 September 2021
- Published by Taylor & Francis in Industry and Innovation
- Vol. 29 (2) , 251-284
Crowds, citizens, and science: a multi-dimensional framework and agenda for future research
Research projects that actively involve ‘crowds’ or non-professional ‘citizen scientists’ are attracting growing attention. Such projects promise to increase scientific productivity while also connecting science with the general public. We make three contributions. First, we argue that the largely separate literatures on ‘Crowd Science’ and ‘Citizen Science’ investigate strongly overlapping sets of projects but take different disciplinary lenses. Closer integration can enrich research on Crowd and Citizen Science (CS). Second, we propose a framework to profile projects with respect to four types of crowd contributions: activities, knowledge, resources, and decisions. This framework also accommodates machines and algorithms, which increasingly complement or replace professional and non-professional researchers as a third actor. Finally, we outline a research agenda anchored on important underlying organisational challenges of CS projects. This agenda can advance our understanding of Crowd and Citizen Science, yield practical recommendations for project design, and contribute to the broader organisational literature.
- 20 September 2021
- Published by Taylor & Francis in Industry and Innovation
- Vol. 29 (2) , 251-284
Open AccessCrowds, citizens, and science: a multi-dimensional framework and agenda for future research
Research projects that actively involve ‘crowds’ or non-professional ‘citizen scientists’ are attracting growing attention. Such projects promise to increase scientific productivity while also connecting science with the general public. We make three contributions. First, we argue that the largely separate literatures on ‘Crowd Science’ and ‘Citizen Science’ investigate strongly overlapping sets of projects but take different disciplinary lenses. Closer integration can enrich research on Crowd and Citizen Science (CS). Second, we propose a framework to profile projects with respect to four types of crowd contributions: activities, knowledge, resources, and decisions. This framework also accommodates machines and algorithms, which increasingly complement or replace professional and non-professional researchers as a third actor. Finally, we outline a research agenda anchored on important underlying organisational challenges of CS projects. This agenda can advance our understanding of Crowd and Citizen Science, yield practical recommendations for project design, and contribute to the broader organisational literature.
- Open Access
- 1 June 2020
- Published by Elsevier in Research Policy
- Vol. 49 (5)
Counterfeiting in digital technologies: An empirical analysis of the economic performance and innovative activities of affected companies
- 1 June 2020
- Published by Elsevier in Research Policy
- Vol. 49 (5)
Open AccessCounterfeiting in digital technologies: An empirical analysis of the economic performance and innovative activities of affected companies
- Open Access
- 23 January 2020
- Published by Springer Nature in Journal of Business Ethics
- Vol. 171 (2) , 357-378
How Pro-social Framing Affects the Success of Crowdfunding Projects: The Role of Emphasis and Information Crowdedness
Crowdfunding is regarded a financing mechanism that could improve the funding opportunities of businesses with a pro-social orientation. Indeed, it is assumed that on digital platforms, citizens are inclined to provide more support to projects with a social benefit than to those without such an orientation, with significant ethical implications for the common good. Yet, extant empirical evidence regarding such a claim is still inconclusive. To advance this discussion, the present paper analyzes the conditions that influence crowd support for projects displaying a pro-social orientation on a reward-based crowdfunding platform. To build our hypotheses, we adopt the lens of framing theory, and we relate it to the digital context. Beginning from the premise that, on crowdfunding platforms, information about projects has ahierarchical structure,we argue that a project’s success crucially depends on how much its proponent emphasizes the pro-social cues within this structure. Moreover, we propose that because pro-social cues demarcate a project over others, the effectiveness of pro-social framing is enhanced when the number of projects on the platform, i.e., itscrowdedness, increases. Logit estimates on 8631 Kickstarter projects indicate that pro-social framing is positively associated with success as we expected, yet only when it is moderately emphasized. Further, we find that crowdedness on the platform positively moderates the effect of pro-social orientation on success.
- 23 January 2020
- Published by Springer Nature in Journal of Business Ethics
- Vol. 171 (2) , 357-378
Open AccessHow Pro-social Framing Affects the Success of Crowdfunding Projects: The Role of Emphasis and Information Crowdedness
Crowdfunding is regarded a financing mechanism that could improve the funding opportunities of businesses with a pro-social orientation. Indeed, it is assumed that on digital platforms, citizens are inclined to provide more support to projects with a social benefit than to those without such an orientation, with significant ethical implications for the common good. Yet, extant empirical evidence regarding such a claim is still inconclusive. To advance this discussion, the present paper analyzes the conditions that influence crowd support for projects displaying a pro-social orientation on a reward-based crowdfunding platform. To build our hypotheses, we adopt the lens of framing theory, and we relate it to the digital context. Beginning from the premise that, on crowdfunding platforms, information about projects has ahierarchical structure,we argue that a project’s success crucially depends on how much its proponent emphasizes the pro-social cues within this structure. Moreover, we propose that because pro-social cues demarcate a project over others, the effectiveness of pro-social framing is enhanced when the number of projects on the platform, i.e., itscrowdedness, increases. Logit estimates on 8631 Kickstarter projects indicate that pro-social framing is positively associated with success as we expected, yet only when it is moderately emphasized. Further, we find that crowdedness on the platform positively moderates the effect of pro-social orientation on success.
- 13 June 2017
- Published by Wiley in Journal of Management Studies
- Vol. 55 (1) , 27-59
Context Factors and the Performance of Mobile Individuals in Research Teams
We use survey data for 4336 scientific teams, located in 16 countries, where all members were working within a single lab, to test three context factors that potentially affect the capability of internationally mobile individuals to enhance the innovation performance of their research units. We formulate hypotheses on context factors rooted in the knowledge recombination and learning‐by hiring theories. The results show that three context factors are positively associated with international mobility and the performance of the research units: the degree to which knowledge in the relevant subfield of science is geographically concentrated, the creative intent of the activities performed and the decision power of the mobile individual.
- 13 June 2017
- Published by Wiley in Journal of Management Studies
- Vol. 55 (1) , 27-59
Context Factors and the Performance of Mobile Individuals in Research Teams
We use survey data for 4336 scientific teams, located in 16 countries, where all members were working within a single lab, to test three context factors that potentially affect the capability of internationally mobile individuals to enhance the innovation performance of their research units. We formulate hypotheses on context factors rooted in the knowledge recombination and learning‐by hiring theories. The results show that three context factors are positively associated with international mobility and the performance of the research units: the degree to which knowledge in the relevant subfield of science is geographically concentrated, the creative intent of the activities performed and the decision power of the mobile individual.
- 7 May 2017
- Published by Wiley in Journal of Product Innovation Management
- Vol. 34 (4) , 406-426
Workforce Composition and Innovation: How Diversity in Employees’ Ethnic and Educational Backgrounds Facilitates Firm‐Level Innovativeness
This article studies how workforce composition is related to a firm's success in introducing radical innovations. Previous studies have argued that teams composed of individuals with diverse backgrounds are able to perform more information processing and make deeper use of the information, which is important to accomplish complex tasks. We suggest that this argument can be extended to the level of the aggregate workforce of high‐technology firms. In particular, we argue that ethnic and higher education diversity within the workforce is associated with superior performance in radical innovation. Using a sample of 3,888 Swedish firms, this article demonstrates that having greater workforce diversity in terms of both ethnic background and educational disciplinary background is positively correlated to the share of a firm's turnover generated by radical innovation. Having more external collaborations does, however, seem to reduce the importance of educational background diversity. The impact of ethnic diversity is not affected by external collaboration. These findings hold after using alternative measures of dependent and independent variables, alternative sample sizes, and alternative estimation techniques. The research findings presented in this article would seem to have immediate and important practical implications. They would suggest that companies may pursue recruitment policies inspired by greater ethnic and disciplinary diversity as a way to boost the innovativeness of the organization. From a managerial perspective, it may be concluded that workforce disciplinary diversity could be potentially replaced by more external links, while ethnic diversity could not.
- 7 May 2017
- Published by Wiley in Journal of Product Innovation Management
- Vol. 34 (4) , 406-426
Workforce Composition and Innovation: How Diversity in Employees’ Ethnic and Educational Backgrounds Facilitates Firm‐Level Innovativeness
This article studies how workforce composition is related to a firm's success in introducing radical innovations. Previous studies have argued that teams composed of individuals with diverse backgrounds are able to perform more information processing and make deeper use of the information, which is important to accomplish complex tasks. We suggest that this argument can be extended to the level of the aggregate workforce of high‐technology firms. In particular, we argue that ethnic and higher education diversity within the workforce is associated with superior performance in radical innovation. Using a sample of 3,888 Swedish firms, this article demonstrates that having greater workforce diversity in terms of both ethnic background and educational disciplinary background is positively correlated to the share of a firm's turnover generated by radical innovation. Having more external collaborations does, however, seem to reduce the importance of educational background diversity. The impact of ethnic diversity is not affected by external collaboration. These findings hold after using alternative measures of dependent and independent variables, alternative sample sizes, and alternative estimation techniques. The research findings presented in this article would seem to have immediate and important practical implications. They would suggest that companies may pursue recruitment policies inspired by greater ethnic and disciplinary diversity as a way to boost the innovativeness of the organization. From a managerial perspective, it may be concluded that workforce disciplinary diversity could be potentially replaced by more external links, while ethnic diversity could not.
- 22 December 2016
- Published by Taylor & Francis in Industry and Innovation
- Vol. 24 (7) , 691-712
Academic tenure, risk-taking and the diversification of scientific research
We discuss two competing hypotheses linking the relative job security granted by tenure in academic employment to scientists’ choices between diversifying vs. specialising their research portfolio. To test our hypotheses, we develop a new methodology, using an algorithm of semantic analysis that partitions scientists’ publications into research themes, and we compute the Blau’s diversification index for 562 scientists observed over 15 years. The results of a Fractional Probit Model with fixed effects show that tenure is associated to more diversification of research interests. We discuss the implications for policy-makers and granting agencies wishing to incentivise explorative research.
- 22 December 2016
- Published by Taylor & Francis in Industry and Innovation
- Vol. 24 (7) , 691-712
Academic tenure, risk-taking and the diversification of scientific research
We discuss two competing hypotheses linking the relative job security granted by tenure in academic employment to scientists’ choices between diversifying vs. specialising their research portfolio. To test our hypotheses, we develop a new methodology, using an algorithm of semantic analysis that partitions scientists’ publications into research themes, and we compute the Blau’s diversification index for 562 scientists observed over 15 years. The results of a Fractional Probit Model with fixed effects show that tenure is associated to more diversification of research interests. We discuss the implications for policy-makers and granting agencies wishing to incentivise explorative research.
- 28 July 2015
- Published by Oxford University Press (OUP) in Industrial and Corporate Change
- Vol. 25 (3) , 457-485
Global competition for scientific talent: evidence from location decisions of PhDs and postdocs in 16 countries
We analyze the decisions of foreign-born PhD and postdoctoral trainees in four natural science fields to come to the United States vs. go to another country for training. Data are drawn from the GlobSci survey of research scientists in 16 countries. A major reason individuals report coming to train in the United States is the prestige of its programs and/or career prospects; perceived lifestyle in the United States is a major factor individuals report for training elsewhere. The availability of exchange programs elsewhere is associated with fewer PhD students coming to the United States. The relative unattractiveness of fringe benefits in the United States is associated with going elsewhere for postdoctoral training. Countries that have been nibbling at the US PhD and postdoc share are Australia, Germany, and Switzerland; France and Great Britain have gained appeal in attracting postdocs, but not in attracting PhD students. Canada has made gains in neither.
- 28 July 2015
- Published by Oxford University Press (OUP) in Industrial and Corporate Change
- Vol. 25 (3) , 457-485
Global competition for scientific talent: evidence from location decisions of PhDs and postdocs in 16 countries
We analyze the decisions of foreign-born PhD and postdoctoral trainees in four natural science fields to come to the United States vs. go to another country for training. Data are drawn from the GlobSci survey of research scientists in 16 countries. A major reason individuals report coming to train in the United States is the prestige of its programs and/or career prospects; perceived lifestyle in the United States is a major factor individuals report for training elsewhere. The availability of exchange programs elsewhere is associated with fewer PhD students coming to the United States. The relative unattractiveness of fringe benefits in the United States is associated with going elsewhere for postdoctoral training. Countries that have been nibbling at the US PhD and postdoc share are Australia, Germany, and Switzerland; France and Great Britain have gained appeal in attracting postdocs, but not in attracting PhD students. Canada has made gains in neither.
- 12 June 2015
- Published by American Association for the Advancement of Science (AAAS) in Science
- Vol. 348 (6240) , 1201-1202
Cash from the crowd
- 12 June 2015
- Published by American Association for the Advancement of Science (AAAS) in Science
- Vol. 348 (6240) , 1201-1202
Cash from the crowd
- 1 February 2015
- Published by Elsevier in Research Policy
- Vol. 44 (1) , 108-120
Migrant scientists and international networks
- 1 February 2015
- Published by Elsevier in Research Policy
- Vol. 44 (1) , 108-120
Migrant scientists and international networks
- Top Cited PapersOpen Access
- 5 January 2015
- Published by National Academy of Sciences in Proceedings of the National Academy of Sciences
- Vol. 112 (3) , 679-684
Crowd science user contribution patterns and their implications
Animal species adapt to changes in their environment, including man-made changes such as the introduction of insecticides, through selection for advantageous genes already present in populations or newly arisen through mutation. A possible alternative mechanism is the acquisition of adaptive genes from related species via a process known as adaptive introgression. Differing levels of insecticide resistance between two African malaria vectors, Anopheles coluzzii and Anopheles gambiae, have been attributed to assortative mating between the two species. In a previous study, we reported two bouts of hybridization observed in the town of Selinkenyi, Mali in 2002 and 2006. These hybridization events did not appear to be directly associated with insecticide-resistance genes. We demonstrate that during a brief breakdown in assortative mating in 2006, A. coluzzii inherited the entire A. gambiae-associated 2L divergence island, which includes a suite of insecticide-resistance alleles. In this case, introgression was coincident with the start of a major insecticide-treated bed net distribution campaign in Mali. This suggests that insecticide exposure altered the fitness landscape, favoring the survival of A. coluzzii/A. gambiae hybrids, and provided selection pressure that swept the 2L divergence island through A. coluzzii populations in Mali. We propose that the work described herein presents a unique description of the temporal dynamics of adaptive introgression in an animal species and represents a mechanism for the rapid evolution of insecticide resistance in this important vector of human malaria in Africa.
- 5 January 2015
- Published by National Academy of Sciences in Proceedings of the National Academy of Sciences
- Vol. 112 (3) , 679-684
Top Cited PapersOpen AccessCrowd science user contribution patterns and their implications
Animal species adapt to changes in their environment, including man-made changes such as the introduction of insecticides, through selection for advantageous genes already present in populations or newly arisen through mutation. A possible alternative mechanism is the acquisition of adaptive genes from related species via a process known as adaptive introgression. Differing levels of insecticide resistance between two African malaria vectors, Anopheles coluzzii and Anopheles gambiae, have been attributed to assortative mating between the two species. In a previous study, we reported two bouts of hybridization observed in the town of Selinkenyi, Mali in 2002 and 2006. These hybridization events did not appear to be directly associated with insecticide-resistance genes. We demonstrate that during a brief breakdown in assortative mating in 2006, A. coluzzii inherited the entire A. gambiae-associated 2L divergence island, which includes a suite of insecticide-resistance alleles. In this case, introgression was coincident with the start of a major insecticide-treated bed net distribution campaign in Mali. This suggests that insecticide exposure altered the fitness landscape, favoring the survival of A. coluzzii/A. gambiae hybrids, and provided selection pressure that swept the 2L divergence island through A. coluzzii populations in Mali. We propose that the work described herein presents a unique description of the temporal dynamics of adaptive introgression in an animal species and represents a mechanism for the rapid evolution of insecticide resistance in this important vector of human malaria in Africa.