The Key Elements for Data Intermediaries to Deliver Their Promise
2022/12/13
As human history enters the era of data economy, data has become the new oil. It feeds artificial intelligence algorithms that are disrupting how advertising, healthcare, transportation, insurance, and many other industries work. The excitement of having data as a key production input lies in the fact that it is a non-rivalrous good that does not diminish by consumption.[1] However, the fact that people are reluctant in sharing data due to privacy and trade secrets considerations has been preventing countries to realize the full value of data. [2]
To release more data, policymakers and researchers have been exploring ways to overcome the trust dilemma. Of all the discussions, data intermediaries have become a major solution that governments are turning to. This article gives an overview of relevant policy developments concerning data intermediaries and a preliminary analysis of the key elements that policymakers should consider for data intermediaries to function well.
I. Policy and Legal developments concerning data intermediaries
In order to unlock data’s full value, many countries have started to focus on data intermediaries. For example, in 2021, the UK’s Department for Digital, Culture, Media and Sport (DCMS) commissioned the Centre for Data Ethics and Innovation (CDEI) to publish a report on data intermediaries[3] , in response to the 2020 National Data Strategy.[4] In 2020, the European Commission published its draft Data Governance Act (DGA)[5] , which aims to build up trust in data intermediaries and data altruism organizations, in response to the 2020 European Strategy for Data.[6] The act was adopted and approved in mid-2022 by the Parliament and Council; and will apply from 24 September 2023.[7] The Japanese government has also promoted the establishment of data intermediaries since 2019, publishing guidance to establish regulations on data trust and data banks.[8]
II. Key considerations for designing effective data intermediary policy
1.Evaluate which type of data intermediary works best in the targeted country
From CDEI’s report on data intermediaries and the confusion in DGA’s various versions of data intermediary’s definition, one could tell that there are many forms of data intermediaries. In fact, there are at least eight types of data intermediaries, including personal information management systems (PIMS), data custodians, data exchanges, industrial data platforms, data collaboratives, trusted third parties, data cooperatives, and data trusts.[9] Each type of data intermediary was designed to combat data-sharing issues in specific countries, cultures, and scenarios. Hence, policymakers need to evaluate which type of data intermediary is more suitable for their society and market culture, before investing more resources to promote them.
For example, data trust came from the concept of trust—a trustee managing a trustor’s property rights on behalf of his interest. This practice emerged in the middle ages in England and has since developed into case law.[10] Thus, the idea of data trust is easily understood and trusted by the British people and companies. As a result, British people are more willing to believe that data trusts will manage their data on their behalf in their best interest and share their valuable data, compared to countries without a strong legal history of trusts. With more people sharing their data, trusts would have more bargaining power to negotiate contract terms that are more beneficial to data subjects than what individual data owners could have achieved. However, this model would not necessarily work for other countries without a strong foundation of trust law.
2.Quality signals required to build trust: A government certificate system can help overcome the lemon market problem
The basis of trust in data intermediaries depends largely on whether the service provider is really neutral in its actions and does not reuse or sell off other parties’ data in secret. However, without a suitable way to signal their service quality, the market would end up with less high-quality service, as consumers would be reluctant to pay for higher-priced service that is more secure and trustworthy when they have no means to verify the exact quality.[11] This lemon market problem could only be solved by a certificate system established by actors that consumers trust, which in most cases is the government.
The EU government clearly grasped this issue as a major obstacle to the encouragement of trust in data intermediaries and thus tackles it with a government register and verification system. According to the Data Government Act, data intermediation services providers who intend to provide services are required to notify the competent authority with information on their legal status, form, ownership structure, relevant subsidiaries, address, public website, contact details, the type of service they intend to provide, the estimated start date of activities…etc. This information would be provided on a website for consumers to review. In addition, they can request the competent authority to confirm their legal compliance status, which would in turn verify them as reliable entities that can use the ‘data intermediation services provider recognised in the Union’ label.
3.Overcoming trust issues with technology that self-enforces privacy: privacy-enhancing technologies (PETs)
Even if there are verified data intermediation services available, businesses and consumers might still be reluctant to trust human organizations. A way to boost trust is to adopt technologies that self-enforces privacy. A real-world example is OpenSAFELY, a data intermediary implementing privacy-enhancing technologies (PETs) to provide health data sharing in a secure environment. Through a federated analytics system, researchers are able to conduct research with large volumes of healthcare data, without the ability to observe any data directly. Under such protection, UK NHS is willing to share its data for research purposes. The accuracy and timeliness of such research have provided key insights to inform the UK government in decision-making during the COVID-19 pandemic.
With the benefits it can bring, unsurprisingly, PETs-related policies have become quite popular around the globe. In June 2022, Singapore launched its Digital Trust Centre (DTC) for accelerating PETs development and also signed a Memorandum of Understanding with the International Centre of Expertise of Montreal for the Advancement of Artificial Intelligence (CEIMIA) to collaborate on PETs.[12] On September 7th, 2022, the UK Information Commissioners’ Office (ICO) published draft guidance on PETs.[13] Moreover, the U.K. and U.S. governments are collaborating on PETs prize challenges, announcing the first phase winners on November 10th, 2022.[14] We could reasonably predict that more PETs-related policies would emerge in the coming year.
[1] Yan Carrière-Swallow and Vikram Haksar, The Economics of Data, IMFBlog (Sept. 23, 2019), https://blogs.imf.org/2019/09/23/the-economics-of-data/#:~:text=Data%20has%20become%20a%20key,including%20oil%2C%20in%20important%20ways (last visited July 22, 2022).
[2] Frontier Economics, Increasing access to data across the economy: Report prepared for the Department for Digital, Culture, Media, and Sport (2021), https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/974532/Frontier-access_to_data_report-26-03-2021.pdf (last visited July 22, 2022).
[3] The Centre for Data Ethics and Innovation (CDEI), Unlocking the value of data: Exploring the role of data intermediaries (2021), https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1004925/Data_intermediaries_-_accessible_version.pdf (last visited June 17, 2022).
[4] Please refer to the guidelines for the selection of sponsors of the 2022 Social Innovation Summit: https://www.gov.uk/government/publications/uk-national-data-strategy/national-data-strategy (last visited June 17, 2022).
[5] Regulation of the European Parliament and of the Council on European data governance and amending Regulation (EU) 2018/1724 (Data Governance Act), 2020/0340 (COD) final (May 4, 2022).
[6] Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and The Committee of the Regions— A European strategy for data, COM/2020/66 final (Feb 19, 2020).
[7] Proposal for a Regulation on European Data Governance, European Parliament Legislative Train Schedule, https://www.europarl.europa.eu/legislative-train/theme-a-europe-fit-for-the-digital-age/file-data-governance-act(last visited Aug 17, 2022).
[8] 周晨蕙,〈日本資訊信託功能認定指引第二版〉,科技法律研究所,https://stli.iii.org.tw/article-detail.aspx?no=67&tp=5&d=8422(最後瀏覽日期︰2022/05/30)。
[9] CDEI, supra note 3.
[10] Ada Lovelace Institute, Exploring legal mechanisms for data stewardship (2021), 30~31,https://www.adalovelaceinstitute.org/wp-content/uploads/2021/03/Legal-mechanisms-for-data-stewardship_report_Ada_AI-Council-2.pdf (last visited Aug 17, 2022).
[11] George A. Akerlof, The Market for "Lemons": Quality Uncertainty and the Market Mechanism, THE QUARTERLY JOURNAL OF ECONOMICS, 84(3), 488-500 (1970).
[12] IMDA, MOU Signing Between IMDA and CEIMIA is a Step Forward in Cross-border Collaboration on Privacy Enhancing Technology (PET) (2022),https://www.imda.gov.sg/-/media/Imda/Files/News-and-Events/Media-Room/Media-Releases/2022/06/MOU-bet-IMDA-and-CEIMIA---ATxSG-1-Jun-2022.pdf (last visited Nov. 28, 2022).
[13] ICO publishes guidance on privacy enhancing technologies, ICO, https://ico.org.uk/about-the-ico/media-centre/news-and-blogs/2022/09/ico-publishes-guidance-on-privacy-enhancing-technologies/ (last visited Nov. 27, 2022).
[14] U.K. and U.S. governments collaborate on prize challenges to accelerate development and adoption of privacy-enhancing technologies, GOV.UK, https://www.gov.uk/government/news/uk-and-us-governments-collaborate-on-prize-challenges-to-accelerate-development-and-adoption-of-privacy-enhancing-technologies (last visited Nov. 28, 2022); Winners Announced in First Phase of UK-US Privacy-Enhancing Technologies Prize Challenges, NIST, https://www.nist.gov/news-events/news/2022/11/winners-announced-first-phase-uk-us-privacy-enhancing-technologies-prize (last visited Nov. 28, 2022).
The Research on ownership of cell therapy products 1. Issues concerning ownership of cell therapy products Regarding the issue of ownership interests, American Medical Association(AMA)has pointed out in 2016 that using human tissues to develop commercially available products raises question about who holds property rights in human biological materials[1]. In United States, there have been several disputes concern the issue of the whether the donor of the cell therapy can claim ownership of the product, including Moore v. Regents of University of California(1990)[2], Greenberg v. Miami Children's Hospital Research Institute(2003)[3], and Washington University v. Catalona(2007)[4]. The courts tend to hold that since cells and tissues were donated voluntarily, the donors had already lost their property rights of their cells and tissues at the time of the donation. In Moore case, even if the researchers used Moore’s cells to obtain commercial benefits in an involuntary situation, the court still held that the property rights of removed cells were not suitable to be claimed by their donor, so as to avoid the burden for researcher to clarify whether the use of cells violates the wishes of the donors and therefore decrease the legal risk for R&D activities. United Kingdom Medical Research Council(MRC)also noted in 2019 that the donated human material is usually described as ‘gifts’, and donors of samples are not usually regarded as having ownership or property rights in these[5]. Accordingly, both USA and UK tends to believe that it is not suitable for cell donors to claim ownership. 2. The ownership of cell therapy products in the lens of Taiwan’s Civil Code In Taiwan, Article 766 of Civil Code stipulated: “Unless otherwise provided by the Act, the component parts of a thing and the natural profits thereof, belong, even after their separation from the thing, to the owner of the thing.” Accordingly, many scholars believe that the ownership of separated body parts of the human body belong to the person whom the parts were separated from. Therefore, it should be considered that the ownership of the cells obtained from the donor still belongs to the donor. In addition, since it is stipulated in Article 406 of Civil Code that “A gift is a contract whereby the parties agree that one of the parties delivers his property gratuitously to another party and the latter agrees to accept it.”, if the act of donation can be considered as a gift relationship, then the ownership of the cells has been delivered from donor to other party who accept it accordingly. However, in the different versions of Regenerative Medicine Biologics Regulation (draft) proposed by Taiwan legislators, some of which replace the term “donor” with “provider”. Therefore, for cell providers, instead of cell donors, after providing cells, whether they can claim ownership of cell therapy product still needs further discussion. According to Article 69 of the Civil Code, it is stipulated that “Natural profits are products of the earth, animals, and other products which are produced from another thing without diminution of its substance.” In addition, Article 766 of the Civil Code stipulated that “Unless otherwise provided by the Act, the component parts of a thing and the natural profits thereof, belong, even after their separation from the thing, to the owner of the thing.” Thus, many scholars believe that when the product is organic, original substance and the natural profits thereof are all belong to the owner of the original substance. For example, when proteins are produced from isolated cells, the proteins can be deemed as natural profits and the ownership of proteins and isolated cells all belong to the owner of the cells[6]. Nevertheless, according to Article 814 of the Civil Code, it is stipulated that “When a person has contributed work to a personal property belonging to another, the ownership of the personal property upon which the work is done belongs to the owner of the material thereof. However, if the value of the contributing work obviously exceeds the value of the material, the ownership of the personal property upon which the work is done belongs to the contributing person.” Thus, scholar believes that since regenerative medical technology, which induces cell differentiation, involves quite complex biotechnology technology, and should be deemed as contributing work. Therefore, the ownership of cell products after contributing work should belongs to the contributing person[7]. Thus, if the provider provides the cells to the researcher, after complex biotechnology contributing work, the original ownership of the cells should be deemed to have been eliminated, and there is no basis for providers to claim ownership. However, since the development of cell therapy products involves a series of R&D activities, it still need to be clarified that who is entitled to the ownership of the final cell therapy products. According to Taiwan’s Civil Code, the ownership of product after contributing work should belongs to the contributing person. However, when there are numerous contributing persons, which person should the ownership belong to, might be determined on a case-by-case basis. 3. Conclusion The biggest difference between cell therapy products and all other small molecule drugs or biologics is that original cell materials are provided by donors or providers, and the whole development process involves numerous contributing persons. Hence, ownership disputes are prone to arise. In addition to the above-discussed disputes, United Kingdom Co-ordinating Committee on Cancer Research(UKCCCR)also noted that there is a long list of people and organizations who might lay claim to the ownership of specimens and their derivatives, including the donor and relatives, the surgeon and pathologist, the hospital authority where the sample was taken, the scientists engaged in the research, the institution where the research work was carried out, the funding organization supporting the research and any collaborating commercial company. Thus, the ultimate control of subsequent ownership and patent rights will need to be negotiated[8]. Since the same issues might also occur in Taiwan, while developing cell therapy products, carefully clarifying the ownership between stakeholders is necessary for avoiding possible dispute. [1]American Medical Association [AMA], Commercial Use of Human Biological Materials, Code of Medical Ethics Opinion 7.3.9, Nov. 14, 2016, https://www.ama-assn.org/delivering-care/ethics/commercial-use-human-biological-materials (last visited Jan. 3, 2021). [2]Moore v. Regents of University of California, 793 P.2d 479 (Cal. 1990) [3]Greenberg v. Miami Children's Hospital Research Institute, 264 F. Suppl. 2d, 1064 (SD Fl. 2003) [4]Washington University v. Catalona, 490 F 3d 667 (8th Cir. 2007) [5]Medical Research Council [MRC], Human Tissue and Biological Samples for Use in Research: Operational and Ethical Guidelines, 2019, https://mrc.ukri.org/publications/browse/human-tissue-and-biological-samples-for-use-in-research/ (last visited Jan. 3, 2021). [6]Wen-Hui Chiu, The legal entitlement of human body, tissue and derivatives in civil law, Angle Publishing, 2016, at 327. [7]id, at 341. [8]Okano, M., Takebayashi, S., Okumura, K., Li, E., Gaudray, P., Carle, G. F., & Bliek, J. UKCCCR guidelines for the use of cell lines in cancer research.Cytogenetic and Genome Research,86(3-4), 1999, https://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC2363383&blobtype=pdf (last visited Jan. 3, 2021).
The opening and sharing of scientific data- The Data Policy of the U.S. National Institutes of HealthThe opening and sharing of scientific data- The Data Policy of the U.S. National Institutes of Health Li-Ting Tsai Scientific research improves the well-being of all mankind, the data sharing on medical and health promote the overall amount of energy in research field. For promoting the access of scientific data and research findings which was supported by the government, the U.S. government affirmed in principle that the development of science was related to the retention and accesses of data. The disclosure of information should comply with legal restrictions, and the limitation by time as well. For government-sponsored research, the data produced was based on the principle of free access, and government policies should also consider the actual situation of international cooperation[1]Furthermore, the access of scientific research data would help to promote scientific development, therefore while formulating a sharing policy, the government should also consider the situation of international cooperation, and discuss the strategy of data disclosure based on the principle of free access. In order to increase the effectiveness of scientific data, the U.S. National Institutes of Health (NIH) set up the Office of Science Policy (OSP) to formulate a policy which included a wide range of issues, such as biosafety (biosecurity), genetic testing, genomic data sharing, human subjects protections, the organization and management of the NIH, and the outputs and value of NIH-funded research. Through extensive analysis and reports, proposed emerging policy recommendations.[2] At the level of scientific data sharing, NIH focused on "genes and health" and "scientific data management". The progress of biomedical research depended on the access of scientific data; sharing scientific data was helpful to verify research results. Researchers integrated data to strengthen analysis, promoted the reuse of difficult-generated data, and accelerated research progress.[3] NIH promoted the use of scientific data through data management to verify and share research results. For assisting data sharing, NIH had issued a data management and sharing policy (DMS Policy), which aimed to promote the sharing of scientific data funded or conducted by NIH.[4] DMS Policy defines “scientific data.” as “The recorded factual material commonly accepted in the scientific community as of sufficient quality to validate and replicate research findings, regardless of whether the data are used to support scholarly publications. Scientific data do not include laboratory notebooks, preliminary analyses, completed case report forms, drafts of scientific papers, plans for future research, peer reviews, communications with colleagues, or physical objects, such as laboratory specimens.”[5] In other words, for determining scientific data, it is not only based on whether the data can support academic publications, but also based on whether the scientific data is a record of facts and whether the research results can be repeatedly verified. In addition, NIH, NIH research institutes, centers, and offices have had expected sharing of data, such as: scientific data sharing, related standards, database selection, time limitation, applicable and presented in the plan; if not applicable, the researcher should propose the data sharing and management methods in the plan. NIH also recommended that the management and sharing of data should implement the FAIR (Findable, Accessible, Interoperable and Reusable) principles. The types of data to be shared should first in general descriptions and estimates, the second was to list meta-data and other documents that would help to explain scientific data. NIH encouraged the sharing of scientific data as soon as possible, no later than the publication or implementation period.[6] It was said that even each research project was not suitable for the existing sharing strategy, when planning a proposal, the research team should still develop a suitable method for sharing and management, and follow the FAIR principles. The scientific research data which was provided by the research team would be stored in a database which was designated by the policy or funder. NIH proposed a list of recommended databases lists[7], and described the characteristics of ideal storage databases as “have unique and persistent identifiers, a long-term and sustainable data management plan, set up metadata, organizing data and quality assurance, free and easy access, broad and measured reuse, clear use guidance, security and integrity, confidentiality, common format, provenance and data retention policy”[8]. That is to say, the design of the database should be easy to search scientific data, and should maintain the security, integrity and confidentiality and so on of the data while accessing them. In the practical application of NIH shared data, in order to share genetic research data, NIH proposed a Genomic Data Sharing (GDS) Policy in 2014, including NIH funding guidelines and contracts; NIH’s GDS policy applied to all NIHs Funded research, the generated large-scale human or non-human genetic data would be used in subsequent research. [9] This can effectively promote genetic research forward. The GDS policy obliged researchers to provide genomic data; researchers who access genomic data should also abide by the terms that they used the Controlled-Access Data for research.[10] After NIH approved, researchers could use the NIH Controlled-Access Data for secondary research.[11] Reviewed by NIH Data Access Committee, while researchers accessed data must follow the terms which was using Controlled-Access Data for research reason.[12] The Genomic Summary Results (GSR) was belong to NIH policy,[13] and according to the purpose of GDS policy, GSR was defined as summary statistics which was provided by researchers, and non-sensitive data was included to the database that was designated by NIH.[14] Namely. NIH used the application and approval of control access data to strike a balance between the data of limitation access and scientific development. For responding the COVID-19 and accelerating the development of treatments and vaccines, NIH's data sharing and management policy alleviated the global scientific community’s need for opening and sharing scientific data. This policy established data sharing as a basic component in the research process.[15] In conclusion, internalizing data sharing in the research process will help to update the research process globally and face the scientific challenges of all mankind together. [1]NATIONAL SCIENCE AND TECHNOLOGY COUNCIL, COMMITTEE ON SCIENCE, SUBCOMMITEE ON INTERNATIONAL ISSUES, INTERAGENCY WORKING GROUP ON OPEN DATA SHARING POLICY, Principles For Promoting Access To Federal Government-Supported Scientific Data And Research Findings Through International Scientific Cooperation (2016), 1, organized from Principles, at 5-8, https://obamawhitehouse.archives.gov/sites/default/files/microsites/ostp/NSTC/iwgodsp_principles_0.pdf (last visited December 14, 2020). [2]About Us, Welcome to NIH Office of Science Policy, NIH National Institutes of Health Office of Science Policy, https://osp.od.nih.gov/about-us/ (last visited December 7, 2020). [3]NIH Data Management and Sharing Activities Related to Public Access and Open Science, NIH National Institutes of Health Office of Science Policy, https://osp.od.nih.gov/scientific-sharing/nih-data-management-and-sharing-activities-related-to-public-access-and-open-science/ (last visited December 10, 2020). [4]Final NIH Policy for Data Management and Sharing, NIH National Institutes of Health Office of Extramural Research, Office of The Director, National Institutes of Health (OD), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-013.html (last visited December 11, 2020). [5]Final NIH Policy for Data Management and Sharing, NIH National Institutes of Health Office of Extramural Research, Office of The Director, National Institutes of Health (OD), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-013.html (last visited December 12, 2020). [6]Supplemental Information to the NIH Policy for Data Management and Sharing: Elements of an NIH Data Management and Sharing Plan, Office of The Director, National Institutes of Health (OD), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-014.html (last visited December 13, 2020). [7]The list of databases in details please see:Open Domain-Specific Data Sharing Repositories, NIH National Library of Medicine, https://www.nlm.nih.gov/NIHbmic/domain_specific_repositories.html (last visited December 24, 2020). [8]Supplemental Information to the NIH Policy for Data Management and Sharing: Selecting a Repository for Data Resulting from NIH-Supported Research, Office of The Director, National Institutes of Health (OD), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-016.html (last visited December 13, 2020). [9]NIH Genomic Data Sharing, National Institutes of Health Office of Science Policy, https://osp.od.nih.gov/scientific-sharing/genomic-data-sharing/ (last visited December 15, 2020). [10]NIH Genomic Data Sharing Policy, National Institutes of Health (NIH), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-14-124.html (last visited December 17, 2020). [11]NIH Genomic Data Sharing Policy, National Institutes of Health (NIH), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-14-124.html (last visited December 17, 2020). [12]id. [13]NIH National Institutes of Health Turning Discovery into Health, Responsible Use of Human Genomic Data An Informational Resource, 1, at 6, https://osp.od.nih.gov/wp-content/uploads/Responsible_Use_of_Human_Genomic_Data_Informational_Resource.pdf (last visited December 17, 2020). [14]Update to NIH Management of Genomic Summary Results Access, National Institutes of Health (NIH), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-19-023.html (last visited December 17, 2020). [15]Francis S. Collins, Statement on Final NIH Policy for Data Management and Sharing, National Institutes of Health Turning Discovery Into Health, https://www.nih.gov/about-nih/who-we-are/nih-director/statements/statement-final-nih-policy-data-management-sharing (last visited December 14, 2020).
Finland’s Technology Innovation SystemI. Introduction When, Finland, this country comes to our minds, it is quite easy for us to associate with the prestigious cell-phone company “NOKIA”, and its unbeatable high technology communication industry. However, following the change of entire cell-phone industry, the rise of smart phone not only has an influence upon people’s communication and interaction, but also makes Finland, once monopolized the whole cell-phone industry, feel the threat and challenge coming from other new competitors in the smart phone industry. However, even though Finland’s cell-phone industry has encountered frustrations in recent years in global markets, the Finland government still poured many funds into the area of technology and innovation, and brought up the birth of “Angry Birds”, one of the most popular smart phone games in the world. The Finland government still keeps the tradition to encourage R&D, and wishes Finland’s industries could re-gain new energy and power on technology innovation, and indirectly reach another new competitive level. According to the Statistics Finland, 46% Finland’s enterprises took innovative actions upon product manufacturing and the process of R&D during 2008-2010; also, the promotion of those actions not merely existed in enterprises, but directly continued to the aspect of marketing and manufacturing. No matter on product manufacturing, the process of R&D, the pattern of organization or product marketing, we can observe that enterprises or organizations make contributions upon innovative activities in different levels or procedures. In the assignment of Finland’s R&D budgets in 2012, which amounted to 200 million Euros, universities were assigned by 58 million Euros and occupied 29% R&D budgets. The Finland Tekes was assigned by 55 million Euros, and roughly occupied 27.5% R&D budgets. The Academy of Finland (AOF) was assigned by 32 million Euros, and occupied 16% R&D budges. The government’s sectors were assigned by 3 million Euros, and occupied 15.2% R&D budgets. Other technology R&D expenses were 2.1 million Euros, and roughly occupied 10.5% R&D. The affiliated teaching hospitals in universities were assigned by 0.36 million Euros, and occupied 1.8% R&D budgets. In this way, observing the information above, concerning the promotion of technology, the Finland government not only puts more focus upon R&D innovation, but also pays much attention on education quality of universities, and subsidizes various R&D activities. As to the Finland government’s assignment of budges, it can be referred to the chart below. As a result of the fact that Finland promotes industries’ innovative activities, it not only made Finland win the first position in “Growth Competitiveness Index” published by the World Economic Forum (WEF) during 2000-2006, but also located the fourth position in 142 national economy in “The Global Competitiveness Report” published by WEF, preceded only by Swiss, Singapore and Sweden, even though facing unstable global economic situations and the European debt crisis. Hence, observing the reasons why Finland’s industries have so strong innovative power, it seems to be related to the Finland’s national technology administrative system, and is worthy to be researched. II. The Recent Situation of Finland’s Technology Administrative System A. Preface Finland’s administrative system is semi-presidentialism, and its executive power is shared by the president and the Prime Minister; as to its legislative power, is shared by the Congress and the president. The president is the Finland’s leader, and he/she is elected by the Electoral College, and the Prime Minister is elected by the Congress members, and then appointed by the president. To sum up, comparing to the power owned by the Prime Minister and the president in the Finland’s administrative system, the Prime Minister has more power upon executive power. So, actually, Finland can be said that it is a semi-predisnetialism country, but trends to a cabinet system. Finland technology administrative system can be divided into four parts, and the main agency in each part, based upon its authority, coordinates and cooperates with making, subsidizing, executing of Finland’s technology policies. The first part is the policy-making, and it is composed of the Congress, the Cabinet and the Research and Innovation Council; the second part is policy management and supervision, and it is leaded by the Ministry of Education and Culture, the Ministry of Employment and the Economy, and other Ministries; the third part is science program management and subsidy, and it is composed of the Academy of Finland (AOF), the National Technology Agency (Tekes), and the Finnish National Fund Research and Development (SITRA); the fourth part is policy-executing, and it is composed of universities, polytechnics, public-owned research institutions, private enterprises, and private research institutions. Concerning the framework of Finland’s technology administrative, it can be referred to below. B. The Agency of Finland’s Technology Policy Making and Management (A) The Agency of Finland’s Technology Policy Making Finland’s technology policies are mainly made by the cabinet, and it means that the cabinet has responsibilities for the master plan, coordinated operation and fund-assignment of national technology policies. The cabinet has two councils, and those are the Economic Council and the Research and Innovation Council, and both of them are chaired by the Prime Minister. The Research and Innovation Council is reshuffled by the Science and Technology Policy Council (STPC) in 1978, and it changed name to the Research and Innovation Council in Jan. 2009. The major duties of the Research and Innovation Council include the assessment of country’s development, deals with the affairs regarding science, technology, innovative policy, human resource, and provides the government with aforementioned schedules and plans, deals with fund-assignment concerning public research development and innovative research, coordinates with all government’s activities upon the area of science, technology, and innovative policy, and executes the government’s other missions. The Research and Innovation Council is an integration unit for Finland’s national technology policies, and it originally is a consulting agency between the cabinet and Ministries. However, in the actual operation, its scope of authority has already covered coordination function, and turns to direct to make all kinds of policies related to national science technology development. In addition, the consulting suggestions related to national scientific development policies made by the Research and Innovation Council for the cabinet and the heads of Ministries, the conclusion has to be made as a “Key Policy Report” in every three year. The Report has included “Science, Technology, Innovation” in 2006, “Review 2008” in 2008, and the newest “Research and Innovation Policy Guidelines for 2011-2015” in 2010. Regarding the formation and duration of the Research and Innovation Council, its duration follows the government term. As for its formation, the Prime Minister is a chairman of the Research and Innovation Council, and the membership consists of the Minister of Education and Science, the Minister of Economy, the Minister of Finance and a maximum of six other ministers appointed by the Government. In addition to the Ministerial members, the Council shall comprise ten other members appointed by the Government for the parliamentary term. The Members must comprehensively represent expertise in research and innovation. The structure of Council includes the Council Secretariat, the Administrative Assistant, the Science and Education Subcommittee, and the Technology and Innovation Subcommittee. The Council has the Science and Education Subcommittee and the Technology and Innovation Subcommittee with preparatory tasks. There are chaired by the Ministry of Education and Science and by the Minister of Economy, respectively. The Council’s Secretariat consists of one full-time Secretary General and two full-time Chief Planning Officers. The clerical tasks are taken care of at the Ministry of Education and Culture. (B) The Agency of Finland’s Technology Policy Management The Ministries mainly take the responsibility for Finland’s technology policy management, which includes the Ministry of Education and Culture, the Ministry of Employment and Economy, the Ministry of Social Affairs and Health, the Ministry of Agriculture and Forestry, the Ministry of Defense, the Ministry of Transport and Communication, the Ministry of Environment, the Ministry of Financial, and the Ministry of Justice. In the aforementioned Ministries, the Ministry of Education and Culture and the Ministry of Employment and Economy are mainly responsible for Finland national scientific technology development, and take charge of national scientific policy and national technical policy, respectively. The goal of national scientific policy is to promote fundamental scientific research and to build up related scientific infrastructures; at the same time, the authority of the Ministry of Education and Culture covers education and training, research infrastructures, fundamental research, applied research, technology development, and commercialization. The main direction of Finland’s national scientific policy is to make sure that scientific technology and innovative activities can be motivated aggressively in universities, and its objects are, first, to raise research funds and maintain research development in a specific ratio; second, to make sure that no matter on R&D institutions or R&D training, it will reach fundamental level upon funding or environment; third, to provide a research network for Finland, European Union and global research; fourth, to support the research related to industries or services based upon knowledge-innovation; fifth, to strengthen the cooperation between research initiators and users, and spread R&D results to find out the values of commercialization, and then create a new technology industry; sixth, to analyze the performance of national R&D system. As for the Ministry of Employment and Economy, its major duties not only include labor, energy, regional development, marketing and consumer policy, but also takes responsibilities for Finland’s industry and technical policies, and provides industries and enterprises with a well development environment upon technology R&D. The business scope of the Ministry of Employment and Economy puts more focus on actual application of R&D results, it covers applied research of scientific technology, technology development, commercialization, and so on. The direction of Finland’s national technology policy is to strengthen the ability and creativity of industries’ technology development, and its objects are, first, to develop the new horizons of knowledge with national innovation system, and to provide knowledge-oriented products and services; second, to promote the efficiency of the government R&D funds; third, to provide cross-country R&D research networks, and support the priorities of technology policy by strengthening bilateral or multilateral cooperation; fourth, to raise and to broaden the efficiency of research discovery; fifth, to promote the regional development by technology; sixth, to evaluate the performance of technology policy; seventh, to increase the influence of R&D on technological change, innovation and society; eighth, to make sure that technology fundamental structure, national quality policy and technology safety system will be up to international standards. (C) The Agency of Finland’s Technology Policy Management and Subsidy As to the agency of Finland’s technology policy management and subsidy, it is composed of the Academy of Finland (AOF), the National Technology Agency (Tekes), and the Finnish National Fund Research and Development (SITRA). The fund of AOF comes from the Ministry of Education and Culture; the fund of Tekes comes from the Ministry of Employment and Economy, and the fund of SITRA comes from independent public fund supervised by the Finland’s Congress. (D) The Agency of Finland’s Technology Plan Execution As to the agency of Finland’s technology plan execution, it mainly belongs to the universities under Ministries, polytechnics, national technology research institutions, and other related research institutions. Under the Ministry of Education and Culture, the technology plans are executed by 16 universities, 25 polytechnics, and the Research Institute for the Language of Finland; under the Ministry of Employment and Economy, the technology plans are executed by the Technical Research Centre of Finland (VTT), the Geological Survey of Finnish, the National Consumer Research Centre; under the Ministry of Social Affairs and Health, the technology plans are executed by the National Institute for Health and Welfare, the Finnish Institute of Occupational Health, and University Central Hospitals; under the Ministry of Agriculture and Forestry, the technology plans are executed by the Finnish Forest Research Institute (Metla), the Finnish Geodetic Institute, and the Finnish Game and Fisheries Research Institute (RKTL); under the Ministry of Defense, the technology plans are executed by the Finnish Defense Forces’ Technical Research Centre (Pvtt); under the Ministry of Transport and Communications, the technology plans are executed by the Finnish Meteorological Institute; under the Ministry of Environment, the technology plans are executed by the Finnish Environment Institute (SYKE); under the Ministry of Financial, the technology plans are executed by the Government Institute for Economic Research (VATT). At last, under the Ministry of Justice, the technology plans are executed by the National Research Institute of Legal Policy.
Impact of Government Organizational Reform to Scientific Research Legal System and Response Thereto (1) – For Example, The Finnish Innovation Fund (“SITRA”)Impact of Government Organizational Reform to Scientific Research Legal System and Response Thereto (1) – For Example, The Finnish Innovation Fund (“SITRA”) I. Foreword We hereby aim to analyze and research the role played by The Finnish Innovation Fund (“Sitra”) in boosting the national innovation ability and propose the characteristics of its organization and operation which may afford to facilitate the deliberation on Taiwan’s legal system. Sitra is an independent organization which is used to reporting to the Finnish Parliament directly, dedicated to funding activities to boost sustainable development as its ultimate goal and oriented toward the needs for social change. As of 2004, it promoted the fixed-term program. Until 2012, it, in turn, primarily engaged in 3-year program for ecological sustainable development and enhancement of society in 2012. The former aimed at the sustainable use of natural resources to develop new structures and business models and to boost the development of a bioeconomy and low-carbon society, while the latter aimed to create a more well-being-oriented public administrative environment to upgrade various public sectors’ leadership and decision-making ability to introduce nationals’ opinion to policies and the potential of building new business models and venture capital businesses[1]. II. Standing and Operating Instrument of Sitra 1. Sitra Standing in Boosting of Finnish Innovation Policies (1) Positive Impact from Support of Innovation R&D Activities by Public Sector Utilization of public sector’s resources to facilitate and boost industrial innovation R&D ability is commonly applied in various countries in the world. Notwithstanding, the impact of the public sector’s investment of resources produced to the technical R&D and the entire society remains explorable[2]. Most studies still indicate positive impact, primarily as a result of the market failure. Some studies indicate that the impact of the public sector’s investment of resources may be observable at least from several points of view, including: 1. The direct output of the investment per se and the corresponding R&D investment potentially derived from investees; 2. R&D of outputs derived from the R&D investment, e.g., products, services and production methods, etc.; 3. direct impact derived from the R&D scope, e.g., development of a new business, or new business and service models, etc.; 4. impact to national and social economies, e.g., change of industrial structures and improvement of employment environment, etc. Most studies indicate that from the various points of view, the investment by public sector all produced positive impacts and, therefore, such investment is needed definitely[3]. The public sector may invest in R&D in diversified manners. Sitra invests in the “market” as an investor of corporate venture investment market, which plays a role different from the Finnish Funding Agency for Technology and Innovation (“Tekes”), which is more like a governmental subsidizer. Nevertheless, Finland’s characteristics reside in the combination of multiple funding and promotion models. Above all, due to the different behavior model, the role played by the former is also held different from those played by the general public sectors. This is why we choose the former as the subject to be studied herein. Data source: Jari Hyvärinen & Anna-Maija Rautiainen, Measuring additionality and systemic impacts of public research and development funding – the case of TEKES, FINLAND, RESEARCH EVALUATION, 16(3), 205, 206 (2007). Fig. 1 Phased Efforts of Resources Invested in R&D by Public Sector (2) Two Sided f Role Played by Sitra in Boosting of Finnish Innovation Policies Sitra has a very special position in Finland’s national innovation policies, as it not only helps successful implementation of the innovation policies but also acts an intermediary among the relevant entities. Sitra was founded in 1967 under supervision of the Bank of Finland before 1991, but was transformed into an independent foundation under the direction of the Finnish Parliament[4]. Though Sitra is a public foundation, its operation will not be intervened or restricted by the government. Sitra may initiate any innovation activities for its new organization or system, playing a role dedicated to funding technical R&D or promoting venture capital business. Meanwhile, Sitra also assumes some special function dedicated to decision-makers’ training and organizing decision-maker network to boost structural change. Therefore, Sitra may be identified as a special organization which may act flexibly and possess resources at the same time and, therefore, may initiate various innovation activities rapidly[5]. Sitra is authorized to boost the development of innovation activities in said flexible and characteristic manner in accordance with the Finland Innovation Fund Act (Laki Suomen itsenäisyyden juhlarahastosta). According to the Act, Finland established Sitra in 1967 and Sitra was under supervision of Bank of Finland (Article 1). Sitra was established in order to boost the stable growth of Finland’s economy via the national instrument’s support of R&D and education or other development instruments (Article 2). The policies which Sitra may adopt include loaning or funding, guarantee, marketable securities, participation in cooperative programs, partnership or equity investment (Article 3). If necessary, Sitra may collect the title of real estate or corporate shares (Article 7). Data source: Finnish innovation system, Research.fi, http://www.research.fi/en/innovationsystem.html (last visited Mar. 15, 2013). Fig. 2 Finnish Scientific Research Organization Chart Sitra's innovation role has been evolved through two changes. Specifically, Sitra was primarily dedicated to funding technical R&D among the public sectors in Finland, and the funding model applied by Sitra prior to the changes initiated the technical R&D promotion by Tekes, which was established in 1983. The first change of Sitra took place in 1987. After that, Sitra turned to focus on the business development and venture capital invested in technology business and led the venture capital investment. Meanwhile, it became a partner of private investment funds and thereby boosted the growth of venture capital investments in Finland in 1990. In 2000, the second change of Sitra took place and Sitra’s organization orientation was changed again. It achieved the new goal for structural change step by step by boosting the experimental social innovation activities. Sitra believed that it should play the role contributing to procedural change and reducing systematic obstacles, e.g., various organizational or institutional deadlocks[6]. Among the innovation policies boosted by the Finnish Government, the support of Start-Ups via governmental power has always been the most important one. Therefore, the Finnish Government is used to playing a positive role in the process of developing the venture capital investment market. In 1967, the Government established a venture capital company named Sponsor Oy with the support from Bank of Finland, and Sponsor Oy was privatized after 1983. Finland Government also established Kera Innovation Fund (now known as Finnvera[7]) in 1971, which was dedicated to boosting the booming of Start-Ups in Finland jointly with Finnish Industry Investment Ltd. (“FII”) established by the Government in 1994, and Sitra, so as to make the “innovation” become the main development force of the country[8] . Sitra plays a very important role in the foundation and development of venture capital market in Finland and is critical to the Finnish Venture Capital Association established in 1990. After Bank of Finland was under supervision of Finnish Parliament in 1991, Sitra became on the most important venture capital investors. Now, a large portion of private venture capital funds are provided by Sitra[9]. Since Sitra launched the new strategic program in 2004, it has turned to apply smaller sized strategic programs when investing young innovation companies, some of which involved venture capital investment. The mapping of young innovation entrepreneurs and angel investors started as of 1996[10]. In addition to being an important innovation R&D promoter in Finland, Sitra is also an excellent organization which is financially self-sufficient and tends to gain profit no less than that to be generated by a private enterprise. As an organization subordinated to the Finnish Parliament immediately, all of Sitra’s decisions are directly reported to the Parliament (public opinion). Chairman of Board, Board of Directors and supervisors of Sitra are all appointed by the Parliament directly[11]. Its working funds are generated from interest accruing from the Fund and investment income from the Fund, not tax revenue or budget prepared by the Government any longer. The total fund initially founded by Bank of Finland amounted to DEM100,000,000 (approximately EUR17,000,000), and was accumulated to DEM500,000,000 (approximately EUR84,000,000) from 1972 to 1992. After that, following the increase in market value, its nominal capital amounted to DEM1,400,000,000 (approximately EUR235,000,000) from 1993 to 2001. Obviously, Sitra generated high investment income. Until 2010, it has generated the investment income amounting to EUR697,000,000 . In fact, Sitra’s concern about venture capital investment is identified as one of the important changes in Finland's national technical R&D polices after 1990[13]. Sitra is used to funding businesses in three manners, i.e., direct investment in domestic stock, investment in Finnish venture capital funds, and investment in international venture capital funds, primarily in four industries, technology, life science, regional cooperation and small-sized & medium-sized starts-up. Meanwhile, it also invests in venture capital funds for high-tech industries actively. In addition to innovation technology companies, technical service providers are also its invested subjects[14]. 2. “Investment” Instrument Applied by Sitra to Boost Innovation Business The Starts-Up funding activity conducted by Sitra is named PreSeed Program, including INTRO investors’ mapping platform dedicated to mapping 450 angel investment funds and entrepreneurs, LIKSA engaged in working with Tekes to funding new companies no more than EUR40,000 for purchase of consultation services (a half thereof funded by Tekes, and the other half funded by Sitra in the form of loan convertible to shares), DIILI service[15] dedicated to providing entrepreneurs with professional sale consultation resources to integrate the innovation activity (product thereof) and the market to remedy the deficit in the new company’s ability to sell[16]. The investment subjects are stated as following. Sitra has three investment subjects, namely, corporate investments, fund investments and project funding. (1) Corporate investment Sitra will not “fund” enterprises directly or provide the enterprises with services without consideration (small-sized and medium-sized enterprises are aided by other competent authorities), but invest in the businesses which are held able to develop positive effects to the society, e.g., health promotion, social problem solutions, utilization of energy and effective utilization of natural resources. Notwithstanding, in order to seek fair rate of return, Sitra is dedicated to making the investment (in various enterprises) by its professional management and technology, products or competitiveness of services, and ranging from EUR300,000 to EUR1,000,000 to acquire 10-30% of the ownership of the enterprises, namely equity investment or convertible funding. Sitra requires its investees to value corporate social responsibility and actively participate in social activities. It usually holds the shares from 4 years to 10 years, during which period it will participate the corporate operation actively (e.g., appointment of directors)[17]. (2) Fund investments For fund investments[18], Sitra invests in more than 50 venture capital funds[19]. It invests in domestic venture capital fund market to promote the development of the market and help starts-up seek funding and create new business models, such as public-private partnerships. It invests in international venture capital funds to enhance the networking and solicit international funding, which may help Finnish enterprises access international trend information and adapt to the international market. (3) Project funding For project funding, Sitra provides the on-site information survey (supply of information and view critical to the program), analysis of business activities (analysis of future challenges and opportunities) and research & drafting of strategies (collection and integration of professional information and talents to help decision making), and commissioning of the program (to test new operating model by commissioning to deal with the challenge from social changes). Notwithstanding, please note that Sitra does not invest in academic study programs, research papers or business R&D programs[20]. (4) DIILI Investment Model Integrated With Investment Absorption A Start-Up usually will not lack technologies (usually, it starts business by virtue of some advanced technology) or foresighted philosophy when it is founded initially, while it often lacks the key to success, the marketing ability. Sitra DIILI is dedicated to providing the professional international marketing service to help starts-up gain profit successfully. Owing to the fact that starts-up are usually founded by R&D personnel or research-oriented technicians, who are not specialized in marketing and usually retains no sufficient fund to employ marketing professionals, DILLI is engaged in providing dedicated marketing talents. Now, it employs about 85 marketing professionals and seeks to become a start-up partner by investing technical services. Notwithstanding, in light of the characteristics of Sitra’s operation and profitability, some people indicate that it is more similar to a developer of an innovation system, rather than a neutral operator. Therefore, it is not unlikely to hinder some work development which might be less profitable (e.g., establishment of platform). Further, Sitra is used to developing some new investment projects or areas and then founding spin-off companies after developing the projects successfully. The way in which it operates seems to be non-compatible with the development of some industries which require permanent support from the public sector. The other issues, such as INTRO lacking transparency and Sitra's control over investment objectives likely to result in adverse choice, all arise from Sitra’s consideration to its own investment opportunities and profit at the same time of mapping. Therefore, some people consider that it should be necessary to move forward toward a more transparent structure or a non-income-oriented funding structure[21] . Given this, the influence of Sitra’s own income over upgrading of the national innovation ability when Sitra boosts starts-up to engage in innovation activities is always a concern remaining disputable in the Finnish innovation system. 3. Boosting of Balance in Regional Development and R&D Activities In order to fulfill the objectives under Lisbon Treaty and to enable EU to become the most competitive region in the world, European Commission claims technical R&D as one of its main policies. Among other things, under the circumstance that the entire R&D competitiveness upgrading policy is always progressing sluggishly, Finland, a country with a population of 5,300,000, accounting for 1.1% of the population of 27 EU member states, was identified as the country with the No. 1 innovation R&D ability in the world by World Economic Forum in 2005. Therefore, the way in which it promotes innovation R&D policies catches the public eyes. Some studies also found that the close relationship between R&D and regional development policies of Finland resulted in the integration of regional policies and innovation policies, which were separated from each other initially, after 1990[22]. Finland has clearly defined the plan to exploit the domestic natural resources and human resources in a balanced and effective manner after World War II. At the very beginning, it expanded the balance of human resources to low-developed regions, in consideration of the geographical politics, but in turn, it achieved national balanced development by meeting the needs for a welfare society and mitigation of the rural-urban divide as time went by. The Finnish innovation policies which may resort to technical policies retroactively initially drove the R&D in the manners including upgrading of education degree, founding of Science and Technology Policy Council and Sitra, establishment of Academy of Finland (1970) and establishment of the technical policy scheme, et al.. Among other things, people saw the role played by Sitra in Finland’s knowledge-intensive society policy again. From 1991 to 1995, the Finnish Government officially included the regional competitiveness into the important policies. The National Industrial Policy for Finland in 1993 adopted the strategy focusing on the development based on competitive strength in the regional industrial communities[23]. Also, some studies indicated that in consideration of Finland’s poor financial and natural resources, its national innovation system should concentrate the resources on the R&D objectives which meet the requirements about scale and essence. Therefore, the “Social Innovation, Social and Economic Energy Re-building Learning Society” program boosted by Sitra as the primary promoter in 2002 defined the social innovation as “the reform and action plan to enhance the regulations of social functions (law and administration), politics and organizational structure”, namely reform of the mentality and cultural ability via social structural changes that results in social economic changes ultimately. Notwithstanding, the productivity innovation activity still relies on the interaction between the enterprises and society. Irrelevant with the Finnish Government’s powerful direction in technical R&D activities, in fact, more than two-thirds (69.1%) of the R&D investment was launched by private enterprises and even one-thirds launched by a single enterprise (i.e., Nokia) in Finland. At the very beginning of 2000, due to the impact of globalization to Finland’s innovation and regional policies, a lot of R&D activities were emigrated to the territories outside Finland[24]. Multiple disadvantageous factors initiated the launch of national resources to R&D again. The most successful example about the integration of regional and innovation policies in Finland is the Centres of Expertise Programme (CEP) boosted by it as of 1990. Until 1994, there have been 22 centres of expertise distributed throughout Finland. The centres were dedicated to integrating local universities, research institutions and enterprise for co-growth. The program to be implemented from 2007 to 2013 planned 21 centres of expertise (13 groups), aiming to promote the corporate sectors’ cooperation and innovation activities. CEP integrated local, regional and national resources and then focused on the businesses designated to be developed[25]. [1] Sitra, http://www.sitra.fi/en (last visited Mar. 10, 2013). [2] Jari Hyvärinen & Anna-Maija Rautiainen, Measuring additionality and systemic impacts of public research and development funding – the case of TEKES, FINLAND, RESEARCH EVALUATION, 16(3), 205, 208 (2007). [3] id. at 206-214. [4] Charles Edquist, Tterttu Luukkonen & Markku Sotarauta, Broad-Based Innovation Policy, in EVALUATION OF THE FINNISH NATIONAL INNOVATION SYSTEM – FULL REPORT 11, 25 (Reinhilde Veugelers st al. eds., 2009). [5] id. [6] id. [7] Finnvera is a company specialized in funding Start-Ups, and its business lines include loaning, guarantee, venture capital investment and export credit guarantee, etc. It is a state-run enterprise and Export Credit Agency (ECA) in Finland. Finnvera, http://annualreport2012.finnvera.fi/en/about-finnvera/finnvera-in-brief/ (last visited Mar. 10, 2013). [8] Markku Maula, Gordon Murray & Mikko Jääskeläinen, MINISTRY OF TRADE AND INDUSTRY, Public Financing of Young Innovation Companies in Finland 32 (2006). [9] id. at 33. [10] id. at 41. [11] Sitra, http://www.sitra.fi/en (last visited Mar. 10, 2013). [12] Sitra, http://www.sitra.fi/en (last visited Mar. 10, 2013). [13] The other two were engaged in boosting the regional R&D center and industrial-academy cooperative center programs. Please see Gabriela von Blankenfeld-Enkvist, Malin Brännback, Riitta Söderlund & Marin Petrov, ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT [OECD],OECD Case Study on Innovation: The Finnish Biotechnology Innovation System 15 (2004). [14] id. at20. [15] DIILI service provides sales expertise for SMEs, Sitra, http://www.sitra.fi/en/articles/2005/diili-service-provides-sales-expertise-smes-0 (last visited Mar. 10, 2013). [16] Maula, Murray & Jääskeläinen, supra note 8 at 41-42. [17] Corporate investments, Sitra, http://www.sitra.fi/en/corporate-investments (last visited Mar. 10, 2013). [18] Fund investments, Sitra, http://www.sitra.fi/en/fund-investments (last visited Mar. 10, 2013). [19] The venture capital funds referred to herein mean the pooled investment made by the owners of venture capital, while whether it exists in the form of fund or others is not discussed herein. [20] Project funding, Sitra, http://www.sitra.fi/en/project-funding (last visited Mar. 10, 2013). [21] Maula, Murray & Jääskeläinen, supra note 8 at 42. [22] Jussi S. Jauhiainen, Regional and Innovation Policies in Finland – Towards Convergence and/or Mismatch? REGIONAL STUDIES, 42(7), 1031, 1032-1033 (2008). [23] id. at 1036. [24] id. at 1038. [25] id. at 1038-1039.