The opening and sharing of scientific data- The Data Policy of the U.S. National Institutes of Health
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 cooperationFurthermore, 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. 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. 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. 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.” 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. 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, 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”. 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.  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. After NIH approved, researchers could use the NIH Controlled-Access Data for secondary research. Reviewed by NIH Data Access Committee, while researchers accessed data must follow the terms which was using Controlled-Access Data for research reason. The Genomic Summary Results (GSR) was belong to NIH policy, 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. 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. 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.
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
I.Introduction Recently, many countries have attracted by Israel’s technology innovation, and wonder how Israel, resource-deficiency and enemies-around, has the capacity to enrich the environment for innovative startups, innovative R&D and other innovative activities. At the same time, several cross-border enterprises hungers to establish research centers in Israel, and positively recruits Israel high-tech engineers to make more innovative products or researches. However, there is no doubt that Israel is under the spotlight in the era of innovation because of its well-shaped national technology system framework, innovative policies of development and a high level of R&D expenditure, and there must be something to learn from. Also, Taiwanese government has already commenced re-organization lately, how to tightly connect related public technology sectors, and make the cooperation more closely and smoothly, is a critical issue for Taiwanese government to focus on. Consequently, by the observation of Israel’s national technology system framework and technology regulations, Israel’s experience shall be a valuable reference for Taiwanese government to build a better model for public technology sectors for future cooperation. Following harsh international competition, each country around the world is trying to find out the way to improve its ability to upgrade international competitiveness and to put in more power to promote technology innovation skills. Though, while governments are wondering how to strengthen their countries’ superiority, because of the differences on culture and economy, those will influence governments’ points of view to form an appropriate national innovative system, and will come with a different outcome. Israel, as a result of the fact that its short natural resources, recently, its stunning performance on technology innovation system makes others think about whether Israel has any characteristics or advantages to learn from. According to Israeli Central Bureau of Statistics records, Israel’s national expenditures on civilian R&D in 2013 amounted to NIS 44.2 billion, and shared 4.2% of the GDP. Compared to 2012 and 2011, the national expenditure on civilian R&D in 2013, at Israel’s constant price, increased by 1.3%, following an increase of 4.5% in 2012 and of 4.1% in 2011. Owing to a high level of national expenditure poured in, those, directly and indirectly, makes the outputs of Israel’s intellectual property and technology transfer have an eye-catching development and performance. Based on Israeli Central Bureau of Statistics records, in 2012-2013, approximately 1,438 IP invention disclosure reports were submitted by the researchers of various universities and R&D institutions for examination by the commercialization companies. About 1,019 of the reports were by companies at the universities, an increase of 2.2% compared to 2010-2011, and a 1% increase in 2010-2011 compared to 2008-2009. The dominant fields of the original patent applicants were medicines (24%), bio-technology (17%), and medical equipment (13%). The revenues from sales of intellectual property and gross royalties amounted to NIS 1,881 million in 2012, compared to NIS 1,680 million in 2011, and increase of 11.9%. The dominant field of the received revenues was medicines (94%). The revenues from sales of intellectual property and gross royalties in university in 2012 amounted to NIS 1,853 million in 2012, compared to NIS 1,658 million in 2011, an increase of 11.8%. Therefore, by the observation of these records, even though Israel only has 7 million population, compared to other large economies in the world, it is still hard to ignore Israel’s high quality of population and the energy of technical innovation within enterprises. II.The Recent Situation of Israel’s Technology Innovation System A.The Determination of Israel’s Technology Policy The direction and the decision of national technology policy get involved in a country’s economy growth and future technology development. As for a government sector deciding technology policy, it would be different because of each country’s government and administrative system. Compared to other democratic countries, Israel is a cabinet government; the president is the head of the country, but he/she does not have real political power, and is elected by the parliament members in every five years. At the same time, the parliament is re-elected in every four years, and the Israeli prime minister, taking charge of national policies, is elected from the parliament members by the citizens. The decision of Israel’s technology policy is primarily made by the Israeli Ministers Committee for Science and Technology and the Ministry of Science and Technology. The chairman of the Israeli Ministry Committee for Science and Technology is the Minister of Science and Technology, and takes charge of making the guideline of Israel’s national technology development policy and is responsible for coordinating R&D activities in Ministries. The primary function of the Ministry of Science and Technology is to make Israel’s national technology policies and to plan the guideline of national technology development; the scope includes academic research and applied scientific research. In addition, since Israel’s technology R&D was quite dispersed, it means that the Ministries only took responsibilities for their R&D, this phenomenon caused the waste of resources and inefficiency; therefore, Israel government gave a new role and responsibility for the Chief Scientists Forum under the Ministry of Science and Technology in 2000, and wished it can take the responsibility for coordinating R&D between the government’s sectors and non-government enterprises. The determination of technology policy, however, tends to rely on counseling units to provide helpful suggestions to make technology policies more intact. In the system of Israel government, the units playing a role for counseling include National Council for Research and Development (NCRD), the Steering Committee for Scientific Infrastructure, the National Council for Civil Research and Development (MOLMOP), and the Chief Scientists Forums in Ministries. Among the aforementioned units, NCRD and the Steering Committee for Scientific Infrastructure not only provide policy counseling, but also play a role in coordinating R&D among Ministries. NCRD is composed by the Chief Scientists Forums in Ministries, the chairman of Planning and Budgeting Committee, the financial officers, entrepreneurs, senior scientists and the Dean of Israel Academy of Sciences and Humanities. NCRD’s duties include providing suggestions regarding the setup of R&D organizations and related legal system, and advices concerning how to distribute budgets more effectively; making yearly and long-term guidelines for Israel’s R&D activities; suggesting the priority area of R&D; suggesting the formation of necessary basic infrastructures and executing the priority R&D plans; recommending the candidates of the Offices of Chief Scientists in Ministries and government research institutes. As for the Steering Committee for Scientific Infrastructure, the role it plays includes providing advices concerning budgets and the development framework of technology basic infrastructures; providing counsel for Ministries; setting up the priority scientific plans and items, and coordinating activities of R&D between academic institutes and national research committee. At last, as for MOLMOP, it was founded by the Israeli parliament in 2002, and its primary role is be a counseling unit regarding technology R&D issues for Israel government and related technology Ministries. As for MOLMOP’s responsibilities, which include providing advices regarding the government’s yearly and long-term national technology R&D policies, providing the priority development suggestion, and providing the suggestions for the execution of R&D basic infrastructure and research plans. B.The Management and Subsidy of Israel’s Technology plans Regarding the institute for the management and the subsidy of Israel’s technology plans, it will be different because of grantee. Israel Science Foundation (ISF) takes responsibility for the subsidy and the management of fundamental research plans in colleges, and its grantees are mainly focused on Israel’s colleges, high education institutes, medical centers and research institutes or researchers whose areas are in science and technical, life science and medicine, and humanity and social science. As for the budget of ISF, it mainly comes from the Planning and Budgeting Committee (PBC) in Israel Council for Higher Education. In addition, the units, taking charge of the management and the subsidy of technology plans in the government, are the Offices of the Chief Scientist in Ministries. Israel individually forms the Office of the Chief Scientist in the Ministry of Agriculture and Rural Development, the Ministry of Communications, the Ministry of Defense, the Ministry of National Infrastructures, Energy and Water Resources, the Ministry of Health and the Ministry of Economy. The function of the Office of the Chief Scientist not only promotes and inspires R&D innovation in high technology industries that the Office the Chief Scientist takes charge, but also executes Israel’s national plans and takes a responsibility for industrial R&D. Also, the Office of the Chief Scientist has to provide aid supports for those industries or researches, which can assist Israel’s R&D to upgrade; besides, the Office of the Chief Scientists has to provide the guide and training for enterprises to assist them in developing new technology applications or broadening an aspect of innovation for industries. Further, the Office of the Chief Scientists takes charge of cross-country R&D collaboration, and wishes to upgrade Israel’s technical ability and potential in the area of technology R&D and industry innovation by knowledge-sharing and collaboration. III.The Recent Situation of the Management and the Distribution of Israel’s Technology Budget A.The Distribution of Israel’s Technology R&D Budgets By observing Israel’s national expenditures on civilian R&D occupied high share of GDP, Israel’s government wants to promote the ability of innovation in enterprises, research institutes or universities by providing national resources and supports, and directly or indirectly helps the growth of industry development and enhances international competitiveness. However, how to distribute budgets appropriately to different Ministries, and make budgets can match national policies, it is a key point for Israel government to think about. Following the Israeli Central Bureau of Statistics records, Israel’s technology R&D budgets are mainly distributed to some Ministries, including the Ministry of Science and Technology, the Ministry of Economy, the Ministry of Agriculture and Rural Development, the Ministry of National Infrastructures, Energy and Water Resources, the Israel Council for Higher Education and other Ministries. As for the share of R&D budgets, the Ministry of Science and Technology occupies the share of 1.7%, the Ministry of Economy is 35%, the Israel Council for Higher Education is 45.5%, the Ministry of Agriculture and Rural Development is 8.15%, the Ministry of National Infrastructures, Energy and Water Resources is 1.1%, and other Ministries are 7.8% From observing that Israel R&D budgets mainly distributed to several specific Ministries, Israel government not only pours in lot of budgets to encourage civilian technology R&D, to attract more foreign capitals to invest Israel’s industries, and to promote the cooperation between international and domestic technology R&D, but also plans to provide higher education institutes with more R&D budgets to promote their abilities of creativity and innovation in different industries. In addition, by putting R&D budgets into higher education institutes, it also can indirectly inspire students’ potential innovation thinking in technology, develop their abilities to observe the trend of international technology R&D and the need of Israel’s domestic industries, and further appropriately enhance students in higher education institutes to transfer their knowledge into the society. B.The Management of Israel’s Technology R&D Budgets Since Israel is a cabinet government, the cabinet takes responsibility for making all national technology R&D policies. The Ministers Committee for Science and Technology not only has a duty to coordinate Ministries’ technology policies, but also has a responsibility for making a guideline of Israel’s national technology development. The determination of Israel’s national technology development guideline is made by the cabinet conference lead by the Prime Minister, other Ministries does not have any authority to make national technology development guideline. Aforementioned, Israel’s national technology R&D budgets are mainly distributed to several specific Ministries, including the Ministry of Science and Technology, the Ministry of Economy, the Ministry of Agriculture and Rural Development, the Ministry of National Infrastructures, Energy and Water Resources, the Israel Council for Higher Education, and etc. As for the plan management units and plan execution units in Ministries, the Office of the Chief Scientist is the plan management unit in the Ministry of Science and Technology, and Regional Research and Development Centers is the plan execution unit; the Office of the Chief Scientist is the plan management unit in the Ministry of Economy, and its plan execution unit is different industries; the ISF is the plan management units in the Israel Council for Higher Education; also, the Office of the Chief Scientist is the plan management unit in the Ministry of Agriculture, and its plan execution units include the Institute of Field and Garden Corps, the Institute of Horticulture, the Institute of Animal, the Institute of Plan Protection, the Institute of Soil, Water & Environmental Sciences, the Institute for Technology and Storage of Agriculture Products, the Institute of Agricultural Engineering and Research Center; the Office of the Chief Scientist is the plan management unit in the Ministry of National Infrastructures, Energy and Water Resources, and its plan execution units are the Geological Survey of Israel, Israel Oceanographic and Limnological Research and the Institute of Earth and Physical. As for other Ministries, the Offices of the Chief Scientist are the plan management units for Ministries, and the plan execution unit can take Israel National Institute for Health Policy Research or medical centers for example.A Before and After Impact Comparison of Applying Statute for Industrial Innovation Article 23-1 Draft on Venture Capital Limited Partnerships
A Before and After Impact Comparison of Applying Statute for Industrial Innovation Article 23-1 Draft on Venture Capital Limited Partnerships I. Background Because the business models adopted by Industries, such as venture capital, film, stage performance and others, are intended to be temporary entities, and the existing business laws are not applicable for such industries, the Legislature Yuan passed the “Limited Partnership Act” in June 2015, for the purpose of encouraging capital injection into these industries. However, since the Act was passed, there are currently only nine limited partnerships listed on the Ministry of Economic Affairs' limited partnership information website. Among them, “Da-Zuo Limited Partnership (Germany) Taiwan Branch” and “Stober Antriebstechnik Limited Partnership (Germany) Taiwan Branch”, are branch companies established by foreign businesses, the remaining seven companies are audio video production and information service businesses. It is a pity that no venture capital company is adopting this format. In fact, several foreign countries have set up supporting measures for their taxation systems targeting those business structures, such as limited partnerships. For example, the pass-through taxation method (or referred to as single entity taxation) is adopted by the United States, while Transparenzprinzip is used by Germany. These two taxation methods may have different names, but their core ideas are to pass the profits of a limited partnership to the earnings of partners. However, following the adoption of the Limited Partnership Act in Taiwan, the Ministry of Finance issued an interpretation letter stating that because the current legal system confers an independent legal entity status to the business structure of a limited partnership, it should be treated as a profit-seeking business and taxed with Profit-Seeking Enterprise Income Tax. Therefore, to actualize the legislative objective of encouraging innovative businesses organized under tenets of the Limited Partnership Act, the Executive Yuan presented a draft amendment for Article 23-1 of the Statute for Industrial Innovation (hereinafter referred to as the Draft), introducing the "Pass Through Taxation Principle" as adopted by several foreign countries. That is, a Limited Partnership will not be levied with the Profit-Seeking Enterprise Income Tax, but each partner will file income tax reports based on after-profit-gains from the partnership that are passed through to each partner. It is expected that the venture capital industry will now be encouraged to adopt the limited partnership structure, and thus increase investment capital in new ventures. II. The Pass Through Taxation Method is Applicable to Newly Established Venture Capital Limited Partnerships 1. The Requirements and Effects (1) The Requirements According to the provisions of Article 23-1 Paragraph 3 of the Draft, to be eligible for Pass Through Taxation, newly established venture capital limited partnerships must meet the following requirements: 1. The venture capital limited partnerships are established between January 1, 2017 and December 31, 2019. 2. Investment threshold of the total agreed capital contribution, total received capital contribution, and accumulated total capital contribution, within five years of the establishment of venture capital limited partnerships: Total Agreed Capital Contribution in the Limited Partnership Agreement Total Received Capital Contribution Accumulated Investment Amount for Start-up Companies The Year of Establishment 3 hundred million ✕ ✕ The Second Year ✕ ✕ The Third Year 1 hundred million ✕ The Fourth Year 2 hundred million Reaching 30 percent of the total received capital contribution of the year or 3 hundred million NT dollars. The Fifth Year 3 hundred million 3. The total amount, that an overseas company applies in capital and investments in actual business operations in Taiwan, reaches 50% of its total received capital contribution of that year. 4. In compliance with government policies. 5. Reviewed and approved by the central competent authority each year. (2) The Effects The effects of applying the provisions of Article 23-1 Paragraph 3 of the Draft are as follows: 1. Venture capital limited partnerships are exempt from the Profit-Seeking Enterprise Income Tax. 2. Taxation method for partners in a limited partnership after obtaining profit gains: (1) Pursuant to the Income Tax Act, Individual partners and for-profit business partners are taxed on their proportionally-calculated, distributed earnings. (2) Individual partners and foreign for-profit business partners are exempt from income tax on the stock earnings distributed by a limited partnership. 2. Benefit Analysis Before and After Applying Pass Through Taxation Method A domestic individual A, a domestic profit-making business B, and a foreign profit-making business C jointly form a venture capital limited partnership, One. The earnings distribution of the company One is 10%, 80% and 10% for A, B, and C partners, respectively. The calculated earnings of company One are one million (where eight hundred thousand are stock earnings, and two hundred thousand are non-stock earnings). How much income tax should be paid by the company One, and partners A, B, and C? (1) Pursuant to the Income Tax Act, before the amended draft: 1. One Venture Capital Limited Partnership Should pay Profit-Seeking Enterprise Income Tax = (NT$1,000,000 (earning) - NT$500,000)x12% (tax rate)=NT$60,000 2. Domestic Individual A Should file a comprehensive income report with business profit income =(NT$1,000,000-NT$60,000) x 10% (company One draft a voucher for net amount for A) + NT$60,000÷2×10% (deductible tax rate)= NT$97,000 Tax payable on profit earnings＝NT$91,500×5%(tax rate)＝NT$4,850 Actual income tax paid＝NT$4,850 - NT$60,000÷2×10% (deductible tax rate) ＝NT$1,485 3. Domestic For-Profit Business B Pursuant to the provisions of Article 42 of the Income Tax Act, the net dividend or net income received by a profit-seeking company is not included in the income tax calculation. 4. Foreign For-Profit Business C Tax paid at its earning source＝(NT$1,000,000 - NT$60,000) ×10% (earning distribution rate) ×20% (tax rate at earning source)＝NT$18,800 (2) Applying Pass Through Taxation Method After Enacting the Amendment 1. One Venture Capital Limited Partnership No income tax. 2. Domestic Individual A Should pay tax＝NT$800,000 (non-stock distributed earnings)×10% (earning distribution rate)×5% (comprehensive income tax rate)＝NT$1,000 3. Domestic For-Profit Business B Pursuant to the provisions of Article 42 of the Income Tax Act, the net dividend or net income received by a profit-seeking company is not included in the income tax calculation. 4. Foreign For-Profit Business C Tax paid at its earning source＝NT$800,000 (non-stock distributed earnings)×10%(earning distribution rate)×20% (tax rate at earning source)＝NT$4,000 The aforementioned example shows that under the situation, where the earning distribution is the same and tax rate for the same taxation subject is the same, the newly-established venture capital limited partnerships and their shareholders enjoy a more favorable tax benefit with the adoption of pass through taxation method: Before the Amendment After the Amendment Venture Capital Limited Partnership NT$60,000 Excluded in calculation Shareholders Domestic Individual NT$1,850 NT$1,000 Domestic For-Profit Business Excluded in calculation Excluded in calculation Foreign For-Profit Business NT$18,800 NT$4,000 Sub-total NT$80,650 NT$5,000 III. Conclusion Compared to the corporate taxation, the application of the pass through taxation method allows for a significant reduction in tax burden. While developing Taiwan’s pass through tax scheme, the government referenced corporate taxation under the U.S. Internal Revenue Code (IRC), where companies that meet the conditions of Chapter S can adopt the “pass through” method, that is, pass the earnings to the owner, with the income of shareholders being the objects of taxation; and studied the "Transparenzprinzip" adopted by the German taxation board for partnership style for-profit businesses. Following these legislative examples, where profits are identified as belonging to organization members, the government legislation includes the adoption of the pass through taxation scheme for venture capital limited partnerships in the amended draft of Article 23-1 of the Statute for Industrial Innovation, so that the legislation is up to international standards and norms, while making an important breakthrough in the current income tax system. This is truly worthy of praise.  The Legislative Yuan Gazette, Vol. 104, No. 51, page 325. URL:http://misq.ly.gov.tw/MISQ//IQuery/misq5000Action.action  A View on the Limited Partnership in Taiwan, Cross-Strait Law Review, No. 54, Liao, Da-Ying, Page 42.  Ministry of Economic Affairs - Limited Partnership Registration Information URL: http://gcis.nat.gov.tw/lmpub/lms/dir.jsp?showgcislocation=true&agencycode=allbf  Same as annotate 2, pages 51-52.  Reference Letter of Interpretation dated December 18, 2015, Tai-Cai-Shui Zi No. 10400636640, the Ministry of Finance  First half of Paragraph 1 of Article 8 of the Income Basic Tax Act  Second half of Paragraph 1 of Article 8 of the Income Basic Tax Act  A Study on the Limited Partnership Act, Master’s degree thesis, College of Law, Soochow University, Wu, Tsung-Yeh, pages 95-96.  Reference annotate 2, pages 52.A Discussion on Introducing the Concept of “Government Procurement Innovation” and Suggestions for Legislation
I. Introduction In Finland, the Finnish Funding Agency for Technology and Innovation, or TEKES1, has proposed the Innovations in Public Procurement, or IPP2, which can be seen as the origin of innovative government procurement solutions all over the world. As such, this paper is an attempt to explore the possibility of introducing improvements to government innovation, within procurement in the Republic of China (ROC). The IPP scheme of Finland may be used as an observational tool for the analysis of innovative ideas within the international community, for comparison with government procurement, the legislation of the scientific research subsidy, and scientific research procurement currently effective in ROC. The findings could serve as a reference for related government agencies. The concept of Public Procurement of Innovation, or PPI, in the EU could serve as the benchmark for the ROC on studying the feasibility of introducing this system. In this paper an analysis of the legal system of the ROC will be conducted in the first place to clarify the objective of introducing the concept of PPI into existing legal procedures. This is particularly the case, since that subsidy and procurement do indeed form the two-pronged policy that is currently in effect. First of all, is PPI essential to the systems that could be or could only be enforced under “government procurement”? Secondly, could PPI be introduced into relevant procedures, as explained in preceding sections? Are there any provisions of law that could be amended for such a purpose? And in what direction should we focus our attention? The concept of PPI is a solution under rapid social change, certain products or services are scarce or absent for coping with the needs of rapid social change, to the extent that an innovative solution is necessary. In addition, government procurement is the tool for encouraging the proposal of innovative solutions to mold a friendly market through the participation of the users. (But we have to be cautious. This need is different from green procurement, which requires government procurement to create a market of pre-commercialized purchase 3.) The procurement and innovation subsidy by TEKES of Finland takes the public sector as the recipients of subsidy so that the recipients of subsidy could introduce the mode of dialogue between the users and the suppliers in the course of procurement. At the planning stage of the IPP in Finland, government agencies could receive a subsidy ranging from 25% to 75% of expenditure (including the provision of technology dialogue with different targets, long-term development analysis, the design of the specification for the subject matter that is purchased comparison of different solutions) for the service programs provided by the suppliers. During the implementation stage of procurement, purchasing government agencies could also receive a subsidy of 75% for expenditure on innovation projects procured by the government under subsidy at planning stage, on the performance of tasks during research and development at the implementation stage. Or, they could be subsidized up to 50% for spending on tasks beyond research and development. The content of subsidy includes equipment, service (including management fees), travelling expenses, and other necessary expenses. The recipients of a subsidy from TEKES at these two stages, is dictated by the extent to which these government agencies are able to introduce the spirit of procurement innovation at planning and implementation stages. As such, the legal foundation for the introduction of PPI into scientific research subsidy within the ROC will be an immediate concern. In concrete terms, this is the legality of the agency for advocacy of industrial technology research and development in subsidizing government agencies using national science and technology development funds of the Executive Yuan (also known as Science Development Fund); the legality of the authority of Industrial Technology Department in subsidizing other departments of the public sector, and the issues of the applicability of the Scientific Research Procurement Monitoring Regulation to the appointment of external institutions for conducting market surveys on such needs by the public sector (collectively known as “the issues of subsidizing for innovation”). In seeking a solution on subsidy, we still have to fit dialogue between the recipients of a subsidy during the course of a ‘procurement’ project, within the legal framework currently in force. The fundamental spirit and primary concern for government procurement in the ROC, for example, will be the prevention of misconduct and corruption during the procurement procedure4. It is necessary to state such a requirement within the law, in order to avoid allegations of manipulation during the bidding process. Only by so doing could the spirit of PPI be introduced into the process. In other words, it would be a matter of sorting out the recipients of scientific research subsidy, government procurement, and scientific research procurement without causing a contradiction between “the participation of the suppliers and users of the end-requirement or service, in the determination of the specification, terms and conditions of the procurement” from the PPI of Finland and the applicable laws currently in force. It would be necessary to design the details of the procedures (collectively known as the “issues of innovation dialogue”), which takes up the second part of this research. In summary, this paper aims to explore the dialogue of aspects of government procurement, scientific research subsidy, and scientific research procurement. It is also an attempt to analyze the gravity of PPI and the dialogue. Finally, the findings of the discussion on the introduction of the concept of PPI to science and technology projects of the ROC (which may also be extended to the subsidy of the research and development in science and technology by the public sector of the ROC) will be presented, with consultation and recommendations for legislation. II. Analysis of the dialogue in the process of government procurement, scientific research subsidy, and scientific research procurement in the ROC (I) There is more than one tool within the ROC for the encouragement of research and development in science and technology Governments of different countries possess different policy tools to support or encourage the private sector in the research and development of science and technology in order to shore-up insufficient resources. From the perspective of government budgeting, the design of procedures may be identical or different. For example, the US federal government instituted the Federal Acquisition Regulation, FAR, and defined “acquisition” as “the acquiring by contract with appropriated funds of supplies or services (including construction) by and for the use of the Federal Government through purchase or lease, whether the supplies or services are already in existence or must be created, developed, demonstrated, or evaluated” 5. In light of the variation between its specific features and other services, Research and Development Contracting has been specifically regulated in section 35 of FAR, which states: “The primary purpose of contracted R&D programs is to advance scientific and technical knowledge and apply that knowledge to the extent necessary to achieve agency and national goals. Unlike contracts for supplies and services, most R&D contracts are directed toward objectives for which the work or methods cannot be precisely described in advance. It is difficult to judge the probabilities of success or required effort for technical approaches, some of which offer little or no early assurance of full success. The contracting process shall be used to encourage the best sources from the scientific and industrial community to become involved in the program and must provide an environment in which the work can be pursued with reasonable flexibility and minimum administrative burden. 6” In the EU, they defined research and development beyond government procurement regulation: According to Council Directive 92/50/EEC, or known as EU Directive, the scope of application as stated in paragraph (a) of article 1, “public service contracts shall mean contracts for pecuniary interest concluded in writing between a service suppliers and a contracting authority” with list of the exclusion conditions, where clause (ix) states: “research and development service contracts other than those where the benefits accrue exclusively to the contracting authority for its use in the conduct of its own affairs, on condition that the service supplied is wholly remunerated by the contracting authority. 7” As such, we can see the difference in legal requirements between the EU and USA. Whether such procurement is a special form of government procurement, or whether research and development falls beyond the regulation of government procurement procedure, it nonetheless falls under a government budget for the encouragement of technology research and development, and said research and development “cannot be forecast and not to be directly used by the procurement agency8 ”. Under the legal system of the ROC, it is a policy tool for the encouragement of research and development in science and technology, and could be classified as government procurement, scientific research subsidy, and scientific research procurement. For scientific research subsidy, Article 9 of the Industrial Innovation Statue of the ROC 9 provides the legal origin. For example, the technology projects administered by the Ministry of Economic Affairs have been established under this law. Accordingly, the Regulation Governing the Subsidy of Research Institutions in Industrial Innovation and Research and Development Advocated by Ministry of Economic Affairs (hereinafter, “institutional scientific project regulation”), the “Ministry of Economic Affairs Regulation Governing the Subsidy and Supervision for Assistance of Industrial Innovation (hereinafter, “Industrial Scientific Project Regulation”), and the “Regulation Governing the Subsidy of Academic Institutions in Industrial Innovation and Research and Development Advocated by Ministry of Economic Affairs (hereinafter, “Academic Scientific Project Regulation” for subsidizing research and development in industrial technologies10. The result of research and development shall be released to the administering body as required by Article 6 of the Fundamental Science and Technology Act 11. In the ROC, the result of science and technology projects shall be transferred to Ministry of Economic Affairs 12, which is similar to the requirement in the EU. This could be exemplified by the EU example as mentioned13 that the appointing agency is not entitled to any interest of the result. Government procurement is a vital policy tool of the government in subsidizing research and development. According to Article 2 of the Government Procurement Act 14, procurement as referred to in this law covers the outsourcing of service. Article 7 (paragraph 3) of the same law also requires that, service shall cover professional service, research and development. As such, the government will naturally adopt the means of government procurement in promoting its policy for encouragement of research and development in science and technology. Procurement is different from subsidy. The former entails an “inspection for acceptance” procedure, and the end users of the latter may not be the government. This point is different from the EU Directive in procurement 15. The third kind of tool in the ROC for the encouragement of research and development is scientific research procurement. According to Article 6 (paragraph 4 16) of the Fundamental Science and Technology Act, public schools, public research agencies (institutions), non-profit organizations or groups receiving a government subsidy or appointed by the government as stated in paragraph 1, or public research agencies (institutions) proceed to procurement by preparing a budget for research and development in science and technology under law. We could analyze this issue from three aspects: 1. Public schools, public research agencies (institutions), non-profit organizations or groups may receive government subsidy as stated in paragraph 1, Article 6 of the Fundamental Science and Technology Act for procurement; 2. Public schools, public research agencies (institutions), non-profit organizations or groups may proceed to procurement at the appointment of the government as stated in paragraph 1, Article 6 of the Fundamental Science and Technology Act for procurement; and 3. Public research agencies (institutions) proceed to procurement by preparing a budget for research and development in science and technology under the law 17. In detail, this specific mode of scientific research procurement has its origin in Article 4 of the Government Procurement Act. The cause of the legislation for this article, dated May 27 1998, specified that: “When non-profit organizations or groups receive government subsidy for procurement, and if the amount of subsidy exceeds half of the total amount of procurement and the amount of subsidy is subject to announcement, such procurement shall be governed by this article and subject to the monitoring of the subsidizing agencies to prevent misconduct and corruption”. As such, the recipients of subsidies shall be governed by the Government Procurement Act after passing through the due procedure of subsidy if the amount of procurement meets the standard for announcement. The purpose is to prevent misconduct and corruption. Or it would not be necessary for the government to intervene, given the subsidy has been supported by its legal source in the determination of the recipients and the procedure for entering into subsidy agreement. Indeed, this is the specific feature of the Government Procurement Act of the ROC. The same principle applies to scientific research procurement in the ROC (excluded from the application of Article 4 of the Government Procurement Act), and not the exclusion of the application of the Government Procurement Act to the subsidy procedure 18. (II) Analysis of the dialogue in the process of government procurement, scientific research subsidy, and scientific research procurement III. The dialogue of government procurement In government procurement, the regulations governing an invitation to tender and decision of award require that the party for the design of the content of procurement shall be the same party in the bidding process, to avoid alleged manipulation of the bidding process. For example, Article 39 of the Government Procurement Act (paragraph 2 and 3) requires that, “The deputy agent or partners of contractor undertaking the project management shall not be the deputy agent or partners in the planning, design, construction, or of the suppliers”. Article 38 of the Enforcement Rules of the Government Procurement Act requires that, “In tender invitation, the entity shall require explicitly in the tender invitation documents that if any of the following applies to a specific bidder, such bidder shall not participate in the bidding process, as the recipient of the award, or subcontractors of the award, or assisting the bidder: 1. The contractor that provides the planning and design service shall proceed to procurement on the basis of the planning and design result”. As such, the purpose of the Government Procurement Act aims at the impartiality and neutrality of the planning of project “to prevent funneling of interest, helping each other in manipulation of the bidding process, and the bidder also assumes the role of judge during the bidding process 19”. Indeed, there is still the possibility for hearing opinions from outside the procurement entity in the procurement cases under the Government Procurement Act. The government procurement system of the ROC could be seen as a system featuring a mechanism for dialogue. The “Particulars for Implementation of Public Viewing of Documents of Public Work Tender Invitation” 20 (hereinafter, Public Viewing Particulars) could serve as an example for the introduction of user needs dialogue. The Public Viewing Particulars require that the documents for public viewing shall include the schematics of the project, the sample version of contract, sample of affidavit, sample of important notice to bidding, bill of quantities and specifications, and other documents related to the specific characters of the projects (Number 3 of the Public Viewing Particulars). The purpose of viewing is an invitation for the opinions from the contractors or the public, which will be compiled and forwarded to the organizer of the project for processing before making an announcement for invitation to tender (Number 8 of the Public Viewing Particulars). As such, public opinions could be presented at this stage as a response to the content of the aforementioned documents in addition to the contractors. There is no delineated scope of public opinion, and could cover the objective content of the procurement. However, the type of projects subject to public viewing are of a specific nature or the amount of the engineering projects shall be subject to an audit (Number 2 of the Public Viewing Particulars), which excludes the procurement of research and development. In addition, the purpose of the Public Viewing Particulars is the transparency and openness of the tender invitation process for public work. Through the public viewing of tender invitation documents, the opinions from the contractors or the public can be heard. This can help to upgrade the quality of the planning and design of public works projects and reduce possible disputes deriving from tender invitations or performance of contract (Number 2 of the Public Viewing Particulars). As such, the purpose of this arrangement is not aimed at the necessity of the procurement of engineering projects. The possibility of applying the concept of PPI to this system of public viewing could be considered. If we think of the content for public viewing as including the schematics of the projects, the subject matter of the purchase is very substantive. In the future, it is expected that the objective of public viewing shall include subject matters that do not yet have a concrete plan, but still the opinions of the user and producer would be properly heard. 1. The dialogue of scientific research subsidy In the domain of scientific research subsidy of the ROC, the topics for subsidy are selected through the top-down mode. According to Article 7 of the institutional scientific project regulation, “The MOEA shall invite the experts from the industry, government agencies (institutions), academic and research institutions to meetings for strategic planning of industrial innovation and research and development, and consider the opinions from these social sectors to design for the direction of industrial innovation and research and development in the future”. Article 11 of the same regulation also requires that, “The MOEA may unleash the urgent industrial technology development plan on industrial technology that needs to be launched urgently as approved by MOEA or Executive Yuan”. As such, the law has already included the opinions and thoughts from the industry, government, and the academeia in designing of the recipient of subsidy. As compared with the measures adopted in Finland, this regulation is different, and the practice of Finland aims at obtaining suggestions during the course of “procurement”. Or, we could say that the introduction of the PPI concept in the subsidy mechanism could help to broaden the scope of the legal adjustment. Under the scientific project subsidy mechanism currently in effect, if we do not cut into the problem from the aforementioned mode of topic selection for subsidy, the cooperative education activities in the course of the execution of the subsidy plan are emphasized in the subsidy of scientific project for the institutions, academia, and industry 21. Further to the requirements of the regulation in principle, a variety of options could be used for integrating the needs of the industry in order to achieve the goal of the dialogue for “encouraging” research and development and the needs of the industry in practice. Individual agreements can help to achieve this goal. Currently, there are requirements specified in the notice to applicants for scientific projects within the field of academia, which feature detailed requirements for our analysis. We could take the prototype important notice to applicants (general academic scientific project) and the requirements therein commonly used in the development of industrial technology projects by the academic circle. To encouraging close cooperation between schools and the industry and research institutions, the source of funding for the projects shall be incorporated with the fees for supporting bodies with the requirements for the relevant proportion of funding on the basis of the domain of the subject matter of the project topic and the geographic location of the schools 22. If we take a closer look at the important notice of the application for a local academic development of an industrial technology project (local academic technology project), we could see that the system design features the needs of local industry. A local academic technology project is positioned for the upgrading of the research and development of specific technologies of local industries and the advocacy of regional industrial development with regional characteristics. As such, the items eligible for subsidy are innovative, prospective or critical technologies required by the industry, or modes of operation, corporate management skills or innovative service advantageous for industrial development 23. As such, the applicants must attach the letter of intent issued by at least three enterprises in the application procedure, and can prove that the objective of the project for subsidy is to a certain extent meeting the needs of local industry. 2. The dialogue of scientific research procurement For scientific research procurement, the “Regulations Governing Procurements for Scientific and Technological Research and Development” (hereinafter, “Monitoring Regulation”) instituted at the authorization of the Fundamental Science and Technology Act serves as the legal source for the entities or procurement authority to undertake scientific research procurement. The Monitoring Regulation aims at monitoring and management and also provides the legal environment for dialogue for scientific research procurement. This could be the starting point for scientific research procurement innovation. According to Article 7 of the Monitoring Regulation, “Where necessary, public schools, public research agencies (institutions), non-profit organizations or groups may proceed to consultation with the suppliers respecting the works for procurement, the specifications of properties or service needs before entering into agreement on scientific research procurement”. As such, the requirements under the Monitoring Regulations allow flexibility for the procurement authority in pursuing scientific research procurement, as they can engage in consultation with the ‘suppliers’. The topics for consultation covered the works for procurements, the specification of properties or service needs. There is one thing that needs to be differentiated, the mechanism of “consultation”, which is different from the consultation under the Government Procurement Act. Consultation as specified in the Government Procurement Act is a kind of supplementary measure applicable only when no decision of award can be made to the best bid 24, or it is difficult to determine the best bid 25. In addition, only the provisions contained in the original documents labeled as amendable could fall into the scope of consultation 26. As such, the subject matter of procurement specified in the tender invitation document shall be the fundamental requirement of the procurement case. In other words, the procurement authority has already known the purchase needs, which is different from the tentative IPP scheme of Finland. The latter aims at the encouragement for the participation of the suppliers of the service and the users in the process of determining the specification for procurement, and the terms and conditions of procurement, which is an immediate concern of the government for solutions and the development of the state to tackle challenges in the future. In other words, the IPP scheme of Finland aims at providing a solution for the procurement authority and the content of procurement is uncertain or is difficult to define due to the rapid change in the environment. (III) Concluding remarks─ the subject matter of dialogue under the concept of PPI and the possibility of preventing misconduct and corruption The study of this section leads to a preliminary conclusion that the legal framework of ROC for scientific research subsidy, government procurement, and scientific research procurement provides the mechanism for possible dialogues between the subsidy providers/procurement authority and the recipients of subsidy/bidders. Even the public viewing system of government procurement could incorporate the channels for public opinions. These could serve as the starting points for the introduction of PPI concept. Yet, there are two points to be clarified and resolved if we compare the aforementioned legal system and the PPI concept of the EU or the implementation of the IPP scheme in Finland if we are to introduce related practices First of all, if we elect to understand the aforementioned mechanism of government procurement and scientific research procurement from the perspective of dialogue/participation mechanism, the participants in the dialogues are still the subsidy providers or procurement authority and the service/goods suppliers. It is not a dialogue directly involving the users of public service (at this point, we could see the eventual purpose of the result of research and development as a form of public service). However, the spirit of the system currently in effect aims at matching the users for an indirect dialogue through this mode to a certain extent. For example, the integration of the academic scientific research project with the intent of the general and local participating firms as a necessary condition in the application, which approximates the mode of dialogue with the users of public service in the future. This arrangement is made in consideration that the firms and the market are the closest entities in the process, and is incorporated as a part of the user needs (of course, if we equate the two parties, there is the risk that the firms orchestrate market needs or making profits as the primary goal). Secondly, the gravity of the law in the ROC rests with the prevention of misconduct and corruption. This is particularly the case in the Government Procurement Act. Therefore, the foremost issue of introducing the concept of government procurement innovation to the ROC, that is the design of a system that features a mechanism for the prevention of misconduct and corruption to avoid “manipulation of the bidding process”, is yet to be resolved, and will be discussed later in this paper. IV. Analysis of the introduction of PPI into the laws governing scientific research subsidy, government procurement, and scientific research procurement (I) Suggestions and thoughts for the incorporation of PPI into the legal framework of government procurement Article 39 of the Government Procurement Act and Article 38 of its implementation procedure have set forth strict criteria for the prevention of “participants who also act as judges”. Yet, the so-called “contractors providing planning and design service” do not apply to all contractors that have provided planning suggestions but particularly point to the contractors that have been appointed by the entity to engage in the planning, design, or working on the preparation of tender invitation documents 27. In practice, the parties concerned tended to “keep a distance from” the prospective bidders in order to avoid inadvertent violation of the law. As such, there is an exception in law that excludes situations of no conflict of interest or no unfair competition 28. If we are to introduce the concept of PPI into government procurement of science and technology research and development, additional provisions must be added to the aforementioned law to provide explicit legal grounds for practice, before the entities can possibly or willingly introduce dialogue between the supplier and the user. As for the public viewing system in existence, it provides the possibility of a similar setting under the same spirit. As explained, the subject matter for receiving public opinions is still the content of the plan, which is different from the dialogue between the “supplier” and the “users’ being encouraged in the procurement planning stage under IPP in Finland. In summary, suggestions for introducing PPI to government procurement practice of the ROC within the legal framework are detailed below: First, the Government Procurement Act primarily aims at the prevention of misconduct and corruption. The introduction of the PPI concept entails higher cost of legislation, which requires amendment to the procurement act to provide the legal grounds. At the same time, the reconciliation with the rule of avoidance of the conflict of interest current practiced in procurement and the settlement of relate issues shall also be taken in account. Second, it could be possible to include the procurement of professional service or research and development in the Public Viewing Particulars in order to introduce the concept of PPI. In so doing, we must consider the entrance barrier on the procurement of engineering projects previously covered by the Public Viewing Particulars. This may be designed for avoiding the incurrence of additional administrative cost and bolstering administrative efficiency (for example, the procurement of engineering projects not exceeding specific amount, the addition of the requirement of public viewing, may delay the procurement procedure and hamper competition). For the outsourcing of professional services or research and development, appropriate consideration should be taken. (II) Suggestions and thoughts for the incorporation of PPI into the legal framework of scientific research subsidy The legal sources for governing scientific research subsidy are Article 7 and Article 11 of the institutional scientific project regulation, as in the case of the Ministry of Economic Affairs, and the important notice to applicants for general and local academic technology projects in their design. First, Article 7 of the institutional scientific project regulation requires that, Ministry of Economic Affairs shall invite experts from the industry, government agencies (institutions), academia and research institutions to the strategic planning of industrial innovation and research and development and consider the opinions from these experts in order to plan for the direction of industrial innovation and research and development in the future. The planning of the direction for innovation research and development could be included as an item for the development of industrial technology and should be the direction expected by all. For example, the Ministry of Economic Affairs has held the “National Industrial Development Conference” in December 2012, and opened to public opinions on four reformations in three industries on the advocacy of adding value to industrial innovation, structuring of positive investment environment, and other common topics. This is similar to PPI, which may include the absorption of and communication with the opinions of the “users”. But there is one point of variation. This is a matter of the use of planning strategy, and is the planning of the overall industrial technology development direction from top-down. In PPI, this will be the direct dialogue between the suppliers of service/properties and the end users in order to encourage the innovative solutions for the procurement. They may be at different levels. Second, the principle for the subsidy of general and local academic scientific projects requires the funding in proportion of the participating units or the letter of intent signed by the owners of at least three enterprises, which could be stated as the requirement of cooperative education programs. Article 12 of the institutional scientific project regulation, Article 8 of the academic scientific project regulation, and Article 4 of the industrial scientific project regulation have the provisions for encouraging cooperation education and could serve as the legal source for such a purpose. The pilot project of procurement in Finland adopted the dialogue between the prospective suppliers of service providers and the end users at the planning stage of procurement. This may be defying the principle of the procurement act. In the ROC, the subsidy procedure and the procurement procure are governed by different sets of laws. As such, the restriction of the Government Procurement Act does not exist in the legal rules governing the subsidy procedure. As such, there is little concern over the violation of the law. However, we have to pay attention to Article 6 of the Fundamental Science and Technology Act 29 on the issue of the avoidance of interest in the entitlement and use of the result of scientific research under government subsidy, at the appointment of or funded by the government. In other words, the legal rules governing subsidy have not restricted the possibility of dialogue between the “supplier” and “end users” of the science technology research and development project at the preliminary planning stage. The substantive terms of requirement are stated in Article 12-1 of the “Ministry of Economic Affairs Regulation Governing the Entitlement and Use of The Result of Science and Technology Research and Development”, the procurement authority shall establish the management mechanism or regulations, or report to the Ministry for record on the avoidance of the conflict of interest or related disclosure of the result of research and development. Attention is required for possible violation against related requirements of the avoidance of the conflict of interest and disclosure of the procurement authority. But if we take a closer look at the Fundamental Science and Technology Act in the aspect of the avoidance of the conflict of interest, and compare with the dialogue between the procurer and the users at the planning stage, there may be room for legality. It is because the Fundamental Science and Technology Act requires only the entitlement and use of the result of research and development, which is the output of the project, and not the avoidance of the conflict of interest at the planning stage and implementation stage. This is the difference in the substance. Even though there is no dialogue after the outcome of the project, the performer may still have a conflict of interest under certain circumstances, which should also be considered. For example, the procurement authority declares its position on the opinions presented at the planning stage is indeed the suggestion of the result of research and development of the only party that has the technical capacity in the technology market that can undertake the research and development. In summary, suggestions for introducing PPI to government scientific research subsidy projects in the ROC within the legal framework are detailed below: First, we could incorporate relevant dialogue mechanisms at the project planning stage, in a timely fashion and in accordance with the requirements for encouraging cooperative education within the legal framework of scientific research subsidy administered by the Ministry of Economic Affairs currently in effect. Second, legal rules governing scientific research subsidy administered by the Ministry of Economic Affairs currently in effect do not restrict any dialogue between the recipient of subsidy (the so-called “supplier”) and the “end user” at the planning stage or in the future, but whether or not such an act will violate the requirements of relevant procurement authority in the avoidance of conflict of interest, deserves our attention. (III) Suggestions and thoughts for the incorporation of PPI into the legal framework scientific research procurement In the domain of scientific project procurement, Article 7 of the Monitoring Regulation sets forth that suppliers may involved in consultation on issues related to the works for procurement, specification of properties, or service needs. This provides the legal source for the trial use of the IPP scheme of Finland in the ROC, but we have to consider two things. First, the provision sets for the consultation with the supplier only, and it is, by and large, the dialogue mechanism only after the determination of the subject matter of procurement, which is different from the IPP of Finland. Also, the dialogue with the end user does not fall within the scope of such legal source, and, there is still room to define who could be positioned as the “end user”. Yet, it is two sides of the same coin. There is a legal framework in place without detailed requirement. As such, the procurement authority may design the procedure in fuller detail in this space as needed. Finally, the scope of scientific research procurement in the ROC is not as broad as the subsidy cases (refer to the definition of scientific research procurement above). As such, the majority of scientific research procurement is already at the cooperative education stage under individual subsidy or appointment of the government (except the work under the scientific research and development budget prepared by the public research institutions). If we introduce the concept of PPI into the scientific research procurement stage, the content and the scope have already fallen into the framework of the previous subsidy plan, and there is little room for the incorporation of dialogue and opinions. In summary, the suggestions for introducing PPI to scientific research procurement of the ROC within the legal framework are detailed below: First, the Monitoring Regulation of scientific research procurement provides the mechanism for consultation but does not define the subject matter of consultation in procurement. As such, the scope for hearing opinions is limited. Further, the dialogue with the users has not been covered. The overall implementation procedure requires refinement for proper enforcement. Second, the scope of scientific research procurement is limited to the procurement under an individual subsidy program or at the appointment of the government, and falls within the scope of the content for the previous subsidy program or the program at the appointment of the government in principle. As such, the effect of introducing PPI is limited. V. Conclusion – A Discussion on Introducing the PPI into Science and Technology Projects and Suggestions for Legislation within the ROC The above are overall observations on the analysis of the introduction of PPI to scientific research subsidy, government procurement, and scientific research procurement in the ROC. In the “Issue of dialogue for innovation”, we should consider to start with scientific research subsidy. The primary reason is that there is room within the legal framework under the Monitoring Regulations governing scientific research procurement, but in practice, more substantive terms could be developed. However, the scope of the legal framework for the applicability of scientific research procurement is confined to the procurement made under subsidy or at the appointment of the government on specific programs. The effect of trial running PPI is very little under the framework of subsidy or appointment by the government. Finally, the feasibility of introducing PPI to the scientific research projects of the ROC, which is the “subsidy innovation issue”, is analyzed below: First, the legality of using scientific development fund to subsidize other government agencies: Article 5 of the “National Science and Technology Development Fund Management and Utilization Regulation of Executive Yuan” sets forth the use of the fund, including “expenditure on the advocacy of overall technology development of the nation”, “expenditure on the improvement of the research and development environment for science and technology”. As such, the introduction of the trial run of IPP schemes in Finland would comply with the aforementioned provisions. Second, the legality of subsidizing the public sector by advocating science and technology research and development, like the Department of Industrial Technology at the Ministry of Economic Affairs in the future: reference could be taken from Article 9 of the Ministry of Economic and Energy Affairs Articles of Association (Draft) under which the Department of Industrial Technology shall administer, “1. Strategic planning and implementation in technology under the jurisdiction of the ministry”, and the “planning of technology funding resources, and the establishment of implementation system and evaluation system”. As such, the model of the IPP scheme of Finland is not compatible with the authority and function of the Department of Industrial Technology. In other words, the Department of Industrial Technology shall not perform the function of subsidizing/advocating the duties of procurement innovation of other government agencies, but can introduce the concept of PPI for trial running within its scope of legal framework (e.g., scientific research procurement). Third, the issue of outsourcing for survey of market needs by the public sector on the applicability of the Monitoring Regulation. If the work for outsourcing is an item of work under previous subsidy or work at the appointment of the government, and the fund of the project for procurement is regulated by the Monitoring Regulations. However, for survey of market needs purely planned for subsidy by the entity or required by the procurement cases, they fall within the category of general procurement of service and the Government Procurement Act shall be applicable. In sum, the PPI concept under the FP7 of the EU has been subject to trial run through the IPP scheme of Finland. In Finland, the evaluation mechanism has not yet been fully established. Yet, such attempt to provide a solution for specific subject matter of procurement for the country that faces the rapid changing objective environment through the absorption of dialogue and opinions for innovative solutions is new in the world, and could be considered for adoption within the ROC that has similar challenges in the objective environment. As such, we could start with scientific research procurement. The evaluation of the result is promising; this could be incorporated into the design of the mechanism for scientific research subsidy. For the scope governed by the Government Procurement Act, it entails high cost for amendment, and should be left a subsequent choice for review and planning. 1.TEKES Homepage, http://www.tekes.fi/en/community/Home/351/Home/473 (last visited June 15, 2013). 2.The IPP scheme is the response of Finland to FP7 of the EU in proposing the Public Procurement of Innovative Solutions, PPI. In this paper, PPI and IPP share the same concept while the latter is the substantive name of the pilot project in Finland. See Huang Huei-Hsiang, “International Practice and Legal Analysis of the Advocacy of Government Procurement Innovation – a case study on IPP of TEKES, Finland”, Science and Technology Law Review, Vol. 25 No. 10. PP. 27-45 (2013), by. 3.Pre-commercial procurement, PCP, is the procurement of the government for creating a market and appeals mainly to the service supplier with emphasis the difference from the dialogue between the users and the suppliers. 4.Article 1 of the Government Procurement Act, “This law is instituted for the establishment of a government procurement system to the extent of setting up a fair and transparent procurement procedure, upgrade the efficiency and function of procurement, and guarantee the quality of procurement”. Although this law is instituted for achieving the objective of upgrading procurement efficiency and function, and guarantee of procurement quality, the procedure of the Government Procurement Act aims at keeping distance with the prospective contractors in the procurement process to avoid possible allegation of manipulation of the bidding process, monopoly of the tender, and profit seeking. 5.Federal Acquisition Regulation 2.101, “Acquisition’ means the acquiring by contract with appropriated funds of supplies or services (including construction) by and for the use of the Federal Government through purchase or lease, whether the supplies or services are already in existence or must be created, developed, demonstrated, and evaluated.” FAR Home Page, https://www.acquisition.gov/far/current/html/Subpart%202_1.html#wp1145507 (last visited June 15, 2013). 6.Federal Acquisition Regulation 35.002, “The primary purpose of contracted R&D programs is to advance scientific and technical knowledge and apply that knowledge to the extent necessary to achieve agency and national goals. Unlike contracts for supplies and services, most R&D contracts are directed toward objectives for which the work or methods cannot be precisely described in advance. It is difficult to judge the probabilities of success or required effort for technical approaches, some of which offer little or no early assurance of full success. The contracting process shall be used to encourage the best sources from the scientific and industrial community to become involved in the program and must provide an environment in which the work can be pursued with reasonable flexibility and minimum administrative burden.” FAR Home Page, https://www.acquisition.gov/far/current/html/FARTOCP35.html#wp223483 (last visited June 15, 2013). 7.“For the purposes of this Directive: (a) public service contracts shall mean contracts for pecuniary interest concluded in writing between a service provider and a contracting authority, to the exclusion of:…(ix) research and development service contracts other than those where the benefits accrue exclusively to the contracting authority for its use in the conduct of its own affairs, on condition that the service provided is wholly remunerated by the contracting authority;” Council Directive 92/50/EEC, art. 1, 1992 O.J. (L 209) 1,3. 8.In “Critique of Scientific Research Procurement after the Amendment to Article VI of the Fundamental Science and Technology Act ”, in Science and Technology Law, Vol. 24, No. 10, PP, 29-32 (2012), by Chen Shih-Chieh. 9.Article 9 of the Industrial Innovation Statue, “Competent authorities at the central government may advocate the following in the form of subsidy or supervision: I. Encouragement of industrial innovation or research and development. II. Supply or industrial technology and supervision of industrial upgrading. III. Encouragement for the establishment of innovation or research and development center in the enterprises. IV. Assistance in the establishment of innovation or research and development institutions. V. Encouragement of cooperation among the industry, academic circle, and research institutions. VI. Encouragement of the input to schools by enterprises for the training and development of talents. VII. Augmentation of human resources in the industry. VIII. Assistance in the innovation of regional industries. IX. Any others that help to encourage industrial innovation or research and development. The recipients of the aforementioned subsidy or supervision, the qualification requirements, criteria for screening, application procedure, authority for approval, and other related rules and regulation shall be established by respective competent authority of the central government”. 10.For example, Article 4 of the academic scientific project regulation, “The MOEA shall subsidize academic institutions to perform the following research and development for the advocacy of industrial development and reinforcement of innovation capacity for the country…” 11.Article 6 of the Fundamental Science and Technology Act , “The parties for awarding science and technology research and development subsidized, appointed, funded by the government, or under a budget prepared by public research agencies (institutions) on science and technology research and development shall be determined by evaluation or review process with justifiable reasons for the evaluation and review. The resulting intellectual property rights and result in whole or in part shall be entitled to the pursuer of research and development or authorization for use irrespective of the restriction of state-owned properties”. 12.Article 6 of the Ministry of Economic Affairs Regulation Governing the Entitlement and Utilization of Science and Technology Research and Development Result, “The result of science and technology project of the pursuer shall be entitled to the pursuer unless otherwise specified in This Regulation”. 13.In the EU, the provision of “The procurement authority shall be responsible for all the expenses incurred from the service supply and the benefit so generated shall be owned by the procurement authority for its needs in operation” served as an exception of contracted service of research and development. In other words, the interpretation is inversely made to the extent that contracted service of research and development in the EU is not entitled to the procurement authority. 14.Article 2 of the Government Procurement Act, “Procurement as referred in this law shall be job order for work, the purchase, making to order, leasing of properties and the contract for service or employment”. Article 7 of the same law, “Work as referred to in this law shall be act of building, addition, renovation, remodeling, demolition of structures and equipment accessory to the structures above and below ground level, and the act to change the natural environment, including building, civil engineering Hydraulic engineering, water work, environment, transportation, machinery, electric, chemical engineering and any other engineering project recognized by the competent authority. Properties as referred to in this law are items(except fresh agricultural or aquacultural products), materials, equipment, machinery and other movables, real properties, rights, and other properties recognized by the competent authority. Service as referred to in this law shall be professional service, technical service, information service, research and development, corporate management, repair and maintenance, training, labor, and other forms of service recognized by the competent authority. Where the procurement may involve two or more of the aforementioned content, which made it difficult to identify the very nature, the content accounted for a larger proportion of the budget for total work shall stand”. 15.Op. Cit, Note 13. 16.Article 6 – Paragraph 4 of the Fundamental Science and Technology Act , “the Government Procurement Act shall not be applicable to public schools, public research agencies (institutions), non-profit organizations or groups receiving government subsidy or assignment, or procurement of public research agencies (institutions) under a budget of science and technology research and development prepared in compliance with applicable law unless otherwise specified in a treaty or agreement binding the ROC and a third country. Yet, they are subject to the monitoring of the subsidizing, assigning, or the competent authority. The regulation for monitoring and management shall be established by the competent authority in the central government”. 17.Op. Cit. Note 8, PP36-37. 18.Table of “Research and Development Projects” governed by the “Government Procurement Act” under Public Construction Commission, Executive Yuan Letter Chi-Tzi No. 89009844. The Government Procurement Act shall not be applicable to the selection of the recipients of subsidy. 19.The cause of legislation for Article 39 of the Government Procurement Act dated May 27 2998, “II. Paragraph II and III explicitly state that contractors may act on behalf of the entity in project management, and shall be in specific relation with the contractors responsible for the planning, design, construction of the project to avoid funneling of interest, cover up each other, and acting as a participant and the judge at the same time”. 20.Particulars for Public Viewing of Tender Invitation Documents of Public Works, at http://lawweb.pcc.gov.tw/LawContentDetails.aspx?id=FL029347&KeyWordHL=&StyleType=1 （last browsing date: 2013/6/15） 21.Article 12 of the Regulation Governing the Subsidy of Research Institutions in Industrial Innovation and Research and Development Advocated by the Ministry of Economic Affairs, “The MOEA or its functionaries shall encourage research institutions to introduce technologies, joint ventures in the development and participation in the pursuit of technology projects through interdisciplinary or cross-function cooperation for the effective integration of domestic and foreign research and development resources and capacity, the assistance of the upgrading of traditional industries, or advocacy of the development of knowledge service for the best interest of the industry”. Article 8 of the Regulation Governing the Subsidy of Academic Institutions in Industrial Innovation and Research and Development Advocated by the Ministry of Economic Affairs , “The MOEA shall request the applicants of academic technology projects to invite the joint participation of research institutions or companies and execute the academic technology project in interdisciplinary or cross-function mode of operation for the effective integration of research and development resources and capacities at home and abroad and create the optimized result in industry”. Article 4 of the Ministry of Economic Affairs Regulation Governing the Subsidy and Supervision for Assistance of Industrial Innovation, “The MOEA or its functionaries may provide subsidy for the following industrial innovative activities:… IV. Encouragement for joint venture among the industry, academia, and research institutions”. 22.Refer to important notice of application for general type of projects, IV. Types of subsidies for general academic scientific research projects. 23.Refer to important notice of application for local type of projects, III. The positioning, nature, and subsidy for local academic scientific research projects. 24.Article 55 of the Government Procurement Act, “Entities taking minimum offer for procurement and have been approved by the senior authority and announced in the notice of tender and the tender invitation documents and cannot determine the award pursuant to the requirements or preceding two articles may proceed to consultation”. 25.Article 56 of the Government Procurement Act, “ …if the evaluation result cannot determine the best bid on the basis of the decision of the head of entity or more than half of the members of the evaluation committee, proceed to consultation and comprehensive evaluation for determining the best bid”. 26.Article 57 of the Government Procurement Act, “Entity elects to proceed to consultation in accordance to the requirements specified in the previous two articles shall comply with the following principles: … III. The content of the original tender invitation documents to be revised shall be highlighted before proceeding to consultation”. 27.Paragraph 1, Article 39 of the Government Procurement Act, “Entities may assign the duties of project management in planning, design, supply, or performance of contract to a contractor in procurement under this law when making procurement”. 28.Paragraph 2, Article 38 of the Government Procurement Act Implementation Procedure, “Subsequent procurement procedure shall not be applicable to situations specified in I and II of the previous section if there is no alleged conflict of interest or unfair competition and at the approval of the entity”. 29.Paragraph 3, Article 6 of Fundamental Science and Technology Act , “The Executive Yuan shall coordinate and regulate the entitlement and utilization of the intellectual property right and result as mentioned in preceding two sections under the principle of equity and effectiveness, with reference to the proportion and contribution of capital and service, the nature, potential of utilization, social benefit, national security and the effect on the market of the result of science and technology research and development, and on the basis of its purpose, necessary condition, duration, scope, proportion in whole or in part, registration, management, distribution of incomes, avoidance of conflict of interest and the disclosure of related information, the intervention of the subsidizing agent in authorization of a third party, or procedure for nationalization. Respective competent authority at different level shall establish relevant legal rules for such purpose”.Blockchain and General Data Protection Regulation (GDPR) compliance issues (2019)
Blockchain and General Data Protection Regulation (GDPR) compliance issues (2019) I. Brief Blockchain technology can solve the problem of trust between data demanders and data providers. In other words, in a centralized mode, data demanders can only choose to believe that the centralized platform will not contain the false information. However, in the decentralized mode, data demanders can directly verify information such as data source, time, and authorization on the blockchain without worrying about the correctness and authenticity of the data. Take the “immutable” for example, it is conflict with the right to erase (also known as the right to be forgotten) in the GDPR.With encryption and one-time pad (OTP) technology, data subjects can make data off-chain storaged or modified at any time in a decentralized platform, so the problem that data on blockchain not meet the GDPR regulation has gradually faded away. II. What is GDPR? The purpose of the EU GDPR is to protect user’s data and to prevent large-scale online platforms or large enterprises from collecting or using user’s data without their permission. Violators will be punished by the EU with up to 20 million Euros (equal to 700 million NT dollars) or 4% of the worldwide annual revenue of the prior financial year. The aim is to promote free movement of personal data within the European Union, while maintaining adequate level of data protection. It is a technology-neutral law, any type of technology which is for processing personal data is applicable. So problem about whether the data on blockchain fits GDPR regulation has raise. Since the blockchain is decentralized, one of the original design goals is to avoid a large amount of centralized data being abused. Blockchain can be divided into permissioned blockchains and permissionless blockchains. The former can also be called “private chains” or “alliance chains” or “enterprise chains”, that means no one can join the blockchain without consent. The latter can also be called “public chains”, which means that anyone can participate on chain without obtaining consent. Sometimes, private chain is not completely decentralized. The demand for the use of blockchain has developed a hybrid of two types of blockchain, called “alliance chain”, which not only maintains the privacy of the private chain, but also maintains the characteristics of public chains. The information on the alliance chain will be open and transparent, and it is in conflict with the application of GDPR. III. How to GDPR apply to blockchain ? First, it should be determined whether the data on the blockchain is personal data protected by GDPR. Second, what is the relationship and respective responsibilities of the data subject, data controller, and data processor? Finally, we discuss the common technical characteristics of blockchain and how it is applicable to GDPR. 1. Data on the blockchain is personal data protected by GDPR? First of all, starting from the technical characteristics of the blockchain, blockchain technology is commonly decentralized, anonymous, immutable, trackable and encrypted. The other five major characteristics are immutability, authenticity, transparency, uniqueness, and collective consensus. Further, the blockchain is an open, decentralized ledger technology that can effectively verify and permanently store transactions between two parties, and can be proved. It is a distributed database, all users on the chain can access to the database and the history record, also can directly verify transaction records. Each nodes use peer-to-peer transmission for upload or transfer information without third-party intermediation, which is the unique “decentralization” feature of the blockchain. In addition, the node or any user on the chain has a unique and identifiable set of more than 30 alphanumeric addresses, but the user may choose to be anonymous or provide identification, which is also a feature of transparency with pseudonymity; Data on blockchain is irreversibility of records. Once the transaction is recorded and updated on the chain, it is difficult to change and is permanently stored in the database, that is to say, it has the characteristics of “tamper-resistance”. According to Article 4 (1) of the GDPR, “personal data” means any information relating to an identified or identifiable natural person (‘data subject’); an identifiable natural person is one who can be identified, directly or indirectly, in particular by reference to an identifier such as a name, an identification number, location data, an online identifier or to one or more factors specific to the physical, physiological, genetic, mental, economic, cultural or social identity of that natural person. Therefore, if data subject cannot be identified by the personal data on the blockchain, that is an anonymous data, excluding the application of GDPR. (1) What is Anonymization? According to Opinion 05/2014 on Anonymization Techniques by Article 29 Data Protection Working Party of the European Union, “anonymization” is a technique applied to personal data in order to achieve irreversible de-identification. And it also said the “Hash function” of blockchain is a pseudonymization technology, the personal data is possible to be re-identified. Therefore it’s not an “anonymization”, the data on the blockchain may still be the personal data stipulated by the GDPR. As the blockchain evolves, it will be possible to develop technologies that are not regulated by GDPR, such as part of the encryption process, which will be able to pass the court or European data protection authorities requirement of anonymization. There are also many compliance solutions which use technical in the industry, such as avoiding transaction data stored directly on the chain. 2. International data transmission Furthermore, in accordance with Article 3 of the GDPR, “This Regulation applies to the processing of personal data in the context of the activities of an establishment of a controller or a processor in the Union, regardless of whether the processing takes place in the Union or not. This Regulation applies to the processing of personal data of data subjects who are in the Union by a controller or processor not established in the Union, where the processing activities are related to: (a) the offering of goods or services, irrespective of whether a payment of the data subject is required, to such data subjects in the Union; or (b) the monitoring of their behaviour as far as their behaviour takes place within the Union”. In other words, GDPR applies only when the data on the blockchain is not anonymized, and involves the processing of personal data of EU citizens. 3. Identification of data controllers and data processors Therefore, if the encryption technology involves the public storage of EU citizens' personal data and passes it to a third-party controller, it may be identified as the “data controller” under Article 4 of GDPR, and all nodes and miners of the platform may be deemed as the “co-controller” of the data, and be assumed joint responsibility with the data controller by GDPR. For example, the parties can claim the right to delete data from the data controller. In addition, a blockchain operator may be identified as a “processor”, for example, Backend as a Service (BaaS) products, the third parties provide network infrastructure for users, and let users manage and store personal data. Such Cloud Services Companies provide online services on behalf of customers, do not act as “data controllers”. Some commentators believe that in the case of private chains or alliance chains, such as land records transmission, inter-bank customer information sharing, etc., compared to public chain applications: such as cryptocurrencies (Bitcoin for example), is not completely decentralized, and more likely to meet GDPR requirements. For example, in the case of a private chain or alliance chain, it is a closed platform, which contains only a small number of trusted nodes, is more effective in complying with the GDPR rules. 4. Data subject claims In accordance with Article 17 of the GDPR, The data subject shall have the right to obtain from the controller the erasure of personal data concerning him or her without undue delay and the controller shall have the obligation to erase personal data without undue delay under some grounds. Off-chain storage technology can help the blockchain industry comply with GDPR rules, allowing offline storage of personal data, or allow trusted nodes to delete the private key of encrypted information, which leaving data that cannot be read and identified on the chain. If the data is in accordance with the definition of anonymization by GDPR, there is no room for GDPR to be applied. IV. Conclusion In summary, it’s seem that the application of blockchain to GDPR may include: (a) being difficulty to identified the data controllers and data processors after the data subject upload their data. (b) the nature of decentralized storage is transnational storage, and Whether the country where the node is located, is meets the “adequacy decision” of Article 45 of the GDPR. If it cannot be met, then it needs to consider whether it conforms to the transfers subject to appropriate safeguards of Article 46, or the derogations for specific situations of Article 49 of the GDPR. Reference:  DONNA K. HAMMAKER, HEALTH RECORDS AND THE LAW 392 (5TH ED. 2018).  Iansiti, Marco, and Karim R. Lakhani, The Truth about Blockchain, Harvard Business Review 95, no. 1 (January-February 2017): 118-125, available at https://hbr.org/2017/01/the-truth-about-blockchain  Article 29 Data Protection Working Party, Opinion 05/2014 on Anonymisation Techniques (2014), https://www.pdpjournals.com/docs/88197.pdf  Directive 95/46/EC (General Data Protection Regulation), https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:32016R0679&from=EN  Queen Mary University of London, Are blockchains compatible with data privacy law? https://www.qmul.ac.uk/media/news/2018/hss/are-blockchains-compatible-with-data-privacy-law.html