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The revolution of crowdfunding in social
knowledge economy
Piera Centobelli*, Roberto Cerchione**, Emilio Esposito***, Mario Raffa****
Department of Industrial Engineering - University of Naples Federico II
P.le Tecchio, 80 - 80125 Naples - Italy
* piera.centobelli@unina.it, ** roberto.cerchione@unina.it,
*** emilio.esposito@unina.it, **** mario.raffa@unina.it
to cite this paper: Centobelli P., Cerchione R., Esposito E., Raffa M. (2016).
“The revolution of crowdfunding in social knowledge economy: Literature review
and identification of business models”, Advanced Science Letters, 22, 1666-
1669.
to link to this paper: doi:10.1166/asl.2016.6721
The purpose of this paper!
The aim of this paper is to provide an updated comprehensive overview on
crowdfunding that considers simultaneously
three perspectives:
Roberto Cerchione
University of Naples, Federico II
7
Unit of
analysis
ProcessTopic Area
Agenda
 Background
1. The systematic review process
 Methodology
1. Phase of papers selection
2. Phase of descriptive and content analysis of the selected papers
 Literature gaps recognition
 Research questions
 Future directions
2
The systematic review process
3
Pittaway et al. (2004) Petticrew and Roberts (2006) Easterby-Smith et al. (2012)
Propose a systematic literature review
process organised into 10 steps:
1. Identification of key words;
2. Construction of search strings;
3. Initial search and identification of
further key words;
4. Choice of the citation databases;
5. Review of the selected citation
databases using the search
strings;
6. Review of the citations identified
according to the inclusion and
exclusion criteria;
7. Review of the citation abstracts
and separation into different lists;
8. Encoding of abstracts according
to their content;
9. Review of significant articles;
10. Added of Additional articles,
according to professional
recommendation and references
from reviewed articles.
Propose a systematic literature review
process organised into 12 steps:
1. Define the question;
2. Consider drawing together a
steering or advisory group;
3. Write a protocol and have it
reviewed;
4. Carry out the literature search;
5. Screen the references;
6. Assess the remaining studies
against the inclusion/exclusion
criteria;
7. Data extraction;
8. Critical appraisal;
9. Synthesis of the primary studies;
10. Consider the effects of
publication bias, and other
internal and external biases;
11. Writing up the report;
12. Wider dissemination.
Propose a systematic literature review
process organised into 5 steps:
1. Planning the review;
2. Identifying and evaluating
studies;
3. Extracting and synthesising data;
4. Reporting;
5. Utilising the findings
2Roberto Cerchione
University of Naples, Federico II
3
Cerchione and Esposito (2016)
Summarising the above contributions, our innovative literature review process is organised
into 2 main phases that in their turn are divided into two steps:
1) Phase of papers selection:
a. Material comprehensive search. This step includes the identification of key
words, construction of search strings, choice of databases to be investigated
(Scopus, Web of Science, etc.), review of the databases using the search strings;
b. Selection of papers to be analysed in detail. This step includes the definition of
criteria for inclusion/exclusion and the process of selection according to the
criteria of inclusion/exclusion;
2) Phase of descriptive and content analysis of the selected papers:
a. Descriptive analysis. The papers are aggregated according to different
perspectives to give a summary view of the selected papers;
b. Content analysis. Papers are reviewed and studied in deep. The analysis of papers
highlights strengths and weaknesses in the literature, evidences research gaps and
identifies appropriate research questions to be investigated.
The systematic review process
to cite this paper: Cerchione R., Esposito, E. (2016). “A Systematic Review of Supply Chain Knowledge Management
Research: State of the Art and Research Opportunities”, International Journal of Production Economics, 182, 276-292.
1) Phase of papers selection:
 a. Material comprehensive search
 b. Selection of papers to be analysed in detail
Roberto Cerchione
University of Naples, Federico II
8
2) Phase of descriptive and content analysis of the
selected papers (a)
a. Descriptive analysis:
 Papers over time
 Papers across journals/proceedings
 Papers by methodology
 Papers by unit of analysis
 Papers by topic area
 Papers by process
Roberto Cerchione
University of Naples, Federico II
8
 Papers by topic area
Roberto Cerchione
University of Naples, Federico II
9- 10th Doctoral Workshop on Purchasing and Supply Management, Bologna 15 October 2014
Topic Area Papers
Factors
affecting
crowdfunding
Cumming and Johan
(2013)
Belleflamme et al.
(2013)
Belleflamme et al.
(2014)
Dushnitsky and
Marom (2013)
Gerber and Hui
(2013)
Gerrit et al. (2012)
Ley and Weaven
(2011)
Mollick (2014)
Ordanini et al.
(2011)
Tirdatov (2014)
Crowdfunding
platforms
Agrawal et al. (2014)
Burtch et al. (2013)
Cadogan (2014)
Di Cecco (2013)
Lehner (2013)
Marshall (2013)
Pitschner (2014)
Riedl (2013)
Tomczak and Brem
(2013)
Weigmann (2013)
Crowdfunding
implementation
Feder (2013)
Grens (2012)
Loucks (2013)
Perlstein (2013)
Philippidis (2013)
Van Staveren (2013)
Wieck et al. (2013)
Legislative
aspects of
crowdfunding
Schwartz (2013) Weinstein (2013)
Total 29 papers
 Research question
RQ1: Which are the existing business models supporting the
process of crowdfunding?
Roberto Cerchione
University of Naples, Federico II
10- 10th Doctoral Workshop on Purchasing and Supply Management, Bologna 15 October 2014
 Taxonomic triangle of crowdfunding business models
Roberto Cerchione
University of Naples, Federico II
11- 10th Doctoral Workshop on Purchasing and Supply Management, Bologna 15 October 2014
SOCIAL
MOTIVATION
Donation
Crowdfunding
MATERIAL
MOTIVATION
Reward
Crowdfunding
Pre-Sales
Crowdfunding
FINANCIAL
MOTIVATION
Social Lending
Crowdfunding
Revenue Sharing
Crowdfunding
Equity
Crowdfunding
P2P Lending
Crowdfunding
Lending Crowdfunding
SOCIAL MOTIVATION MATERIAL MOTIVATION FINANCIAL MOTIVATION
Conclusions
• In order to provide an answer to the research question this paper presents a
taxonomy of nine crowdfunding business models: donation crowdfunding,
reward crowdfunding, pre-sales crowdfunding, social lending crowdfunding,
revenue sharing crowdfunding, equity crowdfunding, peer-to-peer lending
crowdfunding, lending crowdfunding, hybrid models.
• This taxonomy offers to large firms and also to small and medium enterprises
the opportunity to identify a set of business models that can be used to obtain
funds by the crowd. In fact, nowadays firms have increasingly access to new
crowdfunding platforms which are easy to use and do not need significant
investments.
• This has allowed the reduction of the barriers that hindered both the crowd to
fund firms and the firms to be funded by the crowd.
Roberto Cerchione
University of Naples, Federico II
15
Roberto Cerchione
University of Naples, Federico II
30- 10th Doctoral Workshop on Purchasing and Supply Management, Bologna 15 October 2014
Roberto Cerchione
ROBERTO CERCHIONE
University of Naples Federico II
E-mail: roberto.cerchione@unina.it
to cite this paper: Centobelli P., Cerchione R., Esposito E., Raffa M.
(2016). “The Revolution of Crowdfunding in social knowledge economy:
Literature Review and Identification of Business Models”, Advanced
Science Letters, 22, 1666-1669.
to link to this paper: doi:10.1166/asl.2016.6721
The revolution of crowdfunding in social
knowledge economy

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The revolution of crowdfunding in social knowledge economy: Literature review and identification of business models

  • 1. The revolution of crowdfunding in social knowledge economy Piera Centobelli*, Roberto Cerchione**, Emilio Esposito***, Mario Raffa**** Department of Industrial Engineering - University of Naples Federico II P.le Tecchio, 80 - 80125 Naples - Italy * piera.centobelli@unina.it, ** roberto.cerchione@unina.it, *** emilio.esposito@unina.it, **** mario.raffa@unina.it to cite this paper: Centobelli P., Cerchione R., Esposito E., Raffa M. (2016). “The revolution of crowdfunding in social knowledge economy: Literature review and identification of business models”, Advanced Science Letters, 22, 1666- 1669. to link to this paper: doi:10.1166/asl.2016.6721
  • 2. The purpose of this paper! The aim of this paper is to provide an updated comprehensive overview on crowdfunding that considers simultaneously three perspectives: Roberto Cerchione University of Naples, Federico II 7 Unit of analysis ProcessTopic Area
  • 3. Agenda  Background 1. The systematic review process  Methodology 1. Phase of papers selection 2. Phase of descriptive and content analysis of the selected papers  Literature gaps recognition  Research questions  Future directions
  • 4. 2 The systematic review process 3 Pittaway et al. (2004) Petticrew and Roberts (2006) Easterby-Smith et al. (2012) Propose a systematic literature review process organised into 10 steps: 1. Identification of key words; 2. Construction of search strings; 3. Initial search and identification of further key words; 4. Choice of the citation databases; 5. Review of the selected citation databases using the search strings; 6. Review of the citations identified according to the inclusion and exclusion criteria; 7. Review of the citation abstracts and separation into different lists; 8. Encoding of abstracts according to their content; 9. Review of significant articles; 10. Added of Additional articles, according to professional recommendation and references from reviewed articles. Propose a systematic literature review process organised into 12 steps: 1. Define the question; 2. Consider drawing together a steering or advisory group; 3. Write a protocol and have it reviewed; 4. Carry out the literature search; 5. Screen the references; 6. Assess the remaining studies against the inclusion/exclusion criteria; 7. Data extraction; 8. Critical appraisal; 9. Synthesis of the primary studies; 10. Consider the effects of publication bias, and other internal and external biases; 11. Writing up the report; 12. Wider dissemination. Propose a systematic literature review process organised into 5 steps: 1. Planning the review; 2. Identifying and evaluating studies; 3. Extracting and synthesising data; 4. Reporting; 5. Utilising the findings
  • 5. 2Roberto Cerchione University of Naples, Federico II 3 Cerchione and Esposito (2016) Summarising the above contributions, our innovative literature review process is organised into 2 main phases that in their turn are divided into two steps: 1) Phase of papers selection: a. Material comprehensive search. This step includes the identification of key words, construction of search strings, choice of databases to be investigated (Scopus, Web of Science, etc.), review of the databases using the search strings; b. Selection of papers to be analysed in detail. This step includes the definition of criteria for inclusion/exclusion and the process of selection according to the criteria of inclusion/exclusion; 2) Phase of descriptive and content analysis of the selected papers: a. Descriptive analysis. The papers are aggregated according to different perspectives to give a summary view of the selected papers; b. Content analysis. Papers are reviewed and studied in deep. The analysis of papers highlights strengths and weaknesses in the literature, evidences research gaps and identifies appropriate research questions to be investigated. The systematic review process to cite this paper: Cerchione R., Esposito, E. (2016). “A Systematic Review of Supply Chain Knowledge Management Research: State of the Art and Research Opportunities”, International Journal of Production Economics, 182, 276-292.
  • 6. 1) Phase of papers selection:  a. Material comprehensive search  b. Selection of papers to be analysed in detail Roberto Cerchione University of Naples, Federico II 8
  • 7. 2) Phase of descriptive and content analysis of the selected papers (a) a. Descriptive analysis:  Papers over time  Papers across journals/proceedings  Papers by methodology  Papers by unit of analysis  Papers by topic area  Papers by process Roberto Cerchione University of Naples, Federico II 8
  • 8.  Papers by topic area Roberto Cerchione University of Naples, Federico II 9- 10th Doctoral Workshop on Purchasing and Supply Management, Bologna 15 October 2014 Topic Area Papers Factors affecting crowdfunding Cumming and Johan (2013) Belleflamme et al. (2013) Belleflamme et al. (2014) Dushnitsky and Marom (2013) Gerber and Hui (2013) Gerrit et al. (2012) Ley and Weaven (2011) Mollick (2014) Ordanini et al. (2011) Tirdatov (2014) Crowdfunding platforms Agrawal et al. (2014) Burtch et al. (2013) Cadogan (2014) Di Cecco (2013) Lehner (2013) Marshall (2013) Pitschner (2014) Riedl (2013) Tomczak and Brem (2013) Weigmann (2013) Crowdfunding implementation Feder (2013) Grens (2012) Loucks (2013) Perlstein (2013) Philippidis (2013) Van Staveren (2013) Wieck et al. (2013) Legislative aspects of crowdfunding Schwartz (2013) Weinstein (2013) Total 29 papers
  • 9.  Research question RQ1: Which are the existing business models supporting the process of crowdfunding? Roberto Cerchione University of Naples, Federico II 10- 10th Doctoral Workshop on Purchasing and Supply Management, Bologna 15 October 2014
  • 10.  Taxonomic triangle of crowdfunding business models Roberto Cerchione University of Naples, Federico II 11- 10th Doctoral Workshop on Purchasing and Supply Management, Bologna 15 October 2014 SOCIAL MOTIVATION Donation Crowdfunding MATERIAL MOTIVATION Reward Crowdfunding Pre-Sales Crowdfunding FINANCIAL MOTIVATION Social Lending Crowdfunding Revenue Sharing Crowdfunding Equity Crowdfunding P2P Lending Crowdfunding Lending Crowdfunding SOCIAL MOTIVATION MATERIAL MOTIVATION FINANCIAL MOTIVATION
  • 11. Conclusions • In order to provide an answer to the research question this paper presents a taxonomy of nine crowdfunding business models: donation crowdfunding, reward crowdfunding, pre-sales crowdfunding, social lending crowdfunding, revenue sharing crowdfunding, equity crowdfunding, peer-to-peer lending crowdfunding, lending crowdfunding, hybrid models. • This taxonomy offers to large firms and also to small and medium enterprises the opportunity to identify a set of business models that can be used to obtain funds by the crowd. In fact, nowadays firms have increasingly access to new crowdfunding platforms which are easy to use and do not need significant investments. • This has allowed the reduction of the barriers that hindered both the crowd to fund firms and the firms to be funded by the crowd. Roberto Cerchione University of Naples, Federico II 15
  • 12. Roberto Cerchione University of Naples, Federico II 30- 10th Doctoral Workshop on Purchasing and Supply Management, Bologna 15 October 2014 Roberto Cerchione ROBERTO CERCHIONE University of Naples Federico II E-mail: roberto.cerchione@unina.it
  • 13. to cite this paper: Centobelli P., Cerchione R., Esposito E., Raffa M. (2016). “The Revolution of Crowdfunding in social knowledge economy: Literature Review and Identification of Business Models”, Advanced Science Letters, 22, 1666-1669. to link to this paper: doi:10.1166/asl.2016.6721 The revolution of crowdfunding in social knowledge economy

Editor's Notes

  1. Hello everybody, I’m Roberto Cerchione and I’m a PHD Student of the University of Napoli Federico II. The title of my presentation is «Knowledge Management in Supply Chain: a literature review»
  2. Finally the third criterion is related to the focus of the article. For this purpose articles were read in full by two researchers. The phase of in-depth reading has allowed us to identify 9 articles that were not focused on the research topic. Therefore the articles analysed in the subsequent phase of descriptive analysis will be 52.
  3. The review of existing literature has shown an increasing interest in the application of knowledge management principles in supply chain. This is mainly due to the flexible and fragmented nature of many industry sectors and the fragmented knowledge across an increasingly complex supply chain (Marra et al., 2012). After a short introduction about the background of our literature review, first I will focus on the methodology and the different phases that have characterized the research process: the material comprehensive search, definition of criteria for articles selection, descriptive analysis and content analysis. Then, as a consequence of the review process I will illustrate the state of the art, literature gaps identified, and future research directions. Finally the formulation of the research questions included in my PhD research design will be presented.
  4. The main aim of this paper is to provide an overview of knowledge management in the field of supply chain. Literature reviews may have several objectives. In the context of this research, the literature review has two main objectives. The first is to summarise existing research in the field of investigation and identify relevant patterns, issues and themes. The second consists in providing a comprehensive description of relevant research contributions in the field covering their strengths and weaknesses. As result, the achievement of the above two objectives allows to identify research gaps as well as define appropriate research questions to be address through empirical research.
  5. The main aim of this paper is to provide an overview of knowledge management in the field of supply chain. Literature reviews may have several objectives. In the context of this research, the literature review has two main objectives. The first is to summarise existing research in the field of investigation and identify relevant patterns, issues and themes. The second consists in providing a comprehensive description of relevant research contributions in the field covering their strengths and weaknesses. As result, the achievement of the above two objectives allows to identify research gaps as well as define appropriate research questions to be address through empirical research.
  6. Articles based on quantitative methods are divided into 25 surveys, 2 mathematical models, 3 simulation models. Regarding data collection surveys are conducted in many different modes, including e-mail (16), online form (4), face-to-face (3) and telephone (2). The low percentage of face-to-face mode identifies a significant literature gap for a qualitative topic as knowledge management in supply chain.
  7. Articles based on quantitative methods are divided into 25 surveys, 2 mathematical models, 3 simulation models. Regarding data collection surveys are conducted in many different modes, including e-mail (16), online form (4), face-to-face (3) and telephone (2). The low percentage of face-to-face mode identifies a significant literature gap for a qualitative topic as knowledge management in supply chain.
  8. According to the articles distribution over time (Figure 1), ten of the selected articles were published in 2009. Then a significant percentage of articles belongs to the years 2012 and 2014 with 7 articles. It should be noted that despite the research is limited to the first six months of the current year, the number of selected articles for the year 2014 is relevant. Specifically there are 6 articles written from 2000 to 2004, 19 articles from 2005 to 2009, 26 articles from 2010 to June 2014. The trend of scientific papers on this topic is therefore growing in recent years.
  9. Many journals that deal with different areas (management, marketing, logistics, manufacturing, etc.) have published articles related to the topic investigated. In the present case, therefore, it was not possible univocally classify articles for subject area, as the topic is often treated in a multidisciplinary way. Using the functionalities provided by the platform SCImago Journal Rank (SJR) journals selected belong to nine different macro area (Table 4): Agricultural and Biological Sciences, Business, Management and Accounting, Decision Sciences, Engineering, Computer Science, Social Sciences, Economics, Econometrics and Finance, Environmental Science, Materials Science. There are only a few journals closely related to the topic of Supply Chain Management and the presence in journals with a focus on innovation, processes, operational research and marketing demonstrates that this is a multidisciplinary topic.
  10. In relation to research methodology adopted, the vast majority of articles are based on quantitative methodologies, with few papers using qualitative (e.g. case studies), conceptual, mixed methodologies or literature review approaches (Figure 2).
  11. Articles based on quantitative methods are divided into 25 surveys, 2 mathematical models, 3 simulation models. Regarding data collection surveys are conducted in many different modes, including e-mail (16), online form (4), face-to-face (3) and telephone (2). The low percentage of face-to-face mode identifies a significant literature gap for a qualitative topic as knowledge management in supply chain.
  12. According to our classification we can identify some gaps in the literature. The articles belonging to factors affecting KM within supply chain focus particularly on the relational factors. Only two articles concern the managerial factors using a quantitative methodology and similarly for the impact of KM on performance of the entire supply chain, for KMS in supply chain and for models for the analysis of KM within supply chain. The two articles on the barriers of Knowledge Management in the supply chain use a mixed approach (literature review and focus groups) so none of them uses a quantitative approach. So there is a need to explore and deepen certain topic through the use of quantitative methods, such as survey. The articles on the critical success factors and having as their object of study the entire supply chain are only two: the first is related to the managerial factors while the second to industry-specific factors . There is no article that analyzes the influence of relational factors on knowledge management throughout the supply chain. The two articles on the barriers deal with the issue considering the entire supply chain. Regarding the relationship that exists between Knowledge Management and performance, 5 articles focus on business performance, and only three articles (out of a total of 18 related to the impact of KM on performance) have as their object the performance of the entire supply chain. There is only one article, out of a total of six articles included in the first level category of first level, concerning knowledge management systems that can be used across the entire supply chain. Finally, half of the articles (3 out of 6) that analyze models for the analysis of KM within supply chain refers to the customer-supplier relationship. Therefore, although the articles and reviews selected refer to the supply chain, only few of them have as their object of study the entire supply chain.