Creating research ethics and integrity country report cards: Case study from Europe

ABSTRACT Structures for and practices of research integrity (RI) and research ethics (RE) differ among countries. This study analyzed the processes and structures for RI and RE in Europe, following the framework developed at the World Conferences on Research Integrity. We present RI and RE Country Report Cards for 16 European countries, which included the information on RI and RE structures, processes and outcomes. While some of the countries are front-runners when it comes to RI and RE, with well-established and continually developing policies and structures, others are just starting their journey in RI and RE. Although RI and RE contextual divergences must be taken into account, a level of harmonization among the countries is necessary so that researchers working in the European area can similarly handle RI and RE issues and have similar expectations regardless of the organization in which they work. RI and RE Country Report Cards can be a tool to monitor, compare, and strengthen RE and integrity across countries through empowerment and inspiration by examples of good practices and developed systems.


Introduction
Creating optimal research and research ethics and integrity (RE and RI) governance framework is an important task for all stakeholders in research (Bouter 2018).Initiatives from all around the world addressing this issue have offered numerous recommendations for developing and implementing policies, structures, and procedures to promote responsible research practices and adequately handle research misconduct (Singapore Statement on Research integrity 2010; All European Academies (ALLEA) 2017; National Academies of Sciences, Engineering, and Medicine (NASEM) 2017; World Economic Forum (WEF) 2018; National Health and Medical Research Council (NHMRC) 2018).Moreover, different government agencies, advisory bodies, and scientific societies continually develop codes, guidelines, reports, and other documents addressing this topic (Komić, Marušić, and RI promotion, including providing information and training and raising awareness on RI, creating and fostering an open and trustworthy environment, and improving approaches to handling cases of research misconduct (Forsberg et al. 2018).Although RI governance frameworks should be able to provide common standards, translating global principles and standards of RI into different national policies, structures and practices is not an easy task.Having an overview of existing RI frameworks could help the research community get a step closer to fulfilling this task.
The idea for the creation of RI Country Report Cards emerged from the discussions at the 4th World Conferences of Research Integrity (WCRI) in 2015, where the representatives from countries around the world discussed the usefulness, feasibility, and content of Country Report Cards for RI and suggested the structure-process-outcome framework to describe the research environment and efforts to uphold and foster RI (Kleinert and Marušić 2016).Our study was inspired by this initiative, as well as the MLE on RI, where the participants from 14 European countries worked on creating a comprehensive set of information on RI in their countries (European Commission (EC) 2018).Since RI is continuously developing and evolving, together with RI frameworks, this study aimed to update the information on RI frameworks from 14 European countries that participated in MLE and 2 additional countries that participated in the EnTIRE (Mapping Normative Frameworks for EThics and Integrity of REsearch) project (CORDIS -Community Research And Development Information Service 2017; Embassy of Good Science (2022) and to compare the frameworks between these 16 countries.

Country report cards at the WCRI
At the 4th World Conferences on RI, during the Focus Track "Improving Research Systems: the Role of Countries, participants from 17 countries (Austria, Brazil, China, Croatia, France, Germany, Ireland, Japan, Kenya, the Netherlands, Norway, Saudi Arabia, Singapore, Slovenia, Switzerland, UK, and the USA) discussed how to organize information on RI practices, systems, and environments existing across countries, and for what purposes to use the mapped information (Kleinert and Marušić 2016).The product of the discussion was the idea of developing Country Report Cards -a tool for mapping existing RI practices and systems across countries.The aim of the Country Report Cards was to improve the monitoring, compare, and strengthen RI across countries through empowerment and inspiration by examples of good RI practices and developed RI systems.The participants in the Focus Track suggested three areas that should be captured in the report cards -structures, processes, and outcomes (Kleinert and Marušić 2016), following the quality framework in health care (Donabedian 1992).These three main areas consisted of different elements that participants defined as important for mapping (Table 1).
At the 5th WCRI in Amsterdam in 2017, RI Country Report Cards continued to be the focus of RI initiatives.The representatives from 4 countries (Croatia, Norway, UK, and the USA) presented their report cards and shared various experiences and approaches to RI (Engh 2017;Hammat 2017;Marušić 2017;Wager 2017).

Country report cards in MLE on RI
In the MLE on RI, 14 participating countries (Austria, Bulgaria, Denmark, Estonia, Finland, France, Greece, Ireland, Lithuania, Luxembourg, Moldova, Norway, Spain, and Sweden) used the Country Report Card approach, piloted in the EnTIRE project as a modification of the original proposal from the WCRI exercise (Marušić et al. 2018).The information to include in the Country Report Cards was searched in publicly available sources, upon which the report cards were sent to the MLE participant countries' representatives and additionally filled and revised with • demographic information about the research community in the country • resources spent on research in different sectors • existence of scientific strategy, laws, policies, and relevant bodies for RI • number of researchers involved in RI • structural elements of the research environment (percentage of postdoctoral researchers with paid positions.percentage of successful grants from national funders, level of hierarchy and rules on mentoring) RI processes • existence of the national codes and policies for RI (how codes and policies are disseminated and what is their influence in the country and internationally) information that could not be identified in the public domain.The main areas of the MLE Country Report Cards were the same as in the WCRI report cards, but the framework elements were adapted to the MLE exercise needs.The MLE exercise also included the information on research ethics (RE) frameworks, as the concepts of research integrity and ethics overlapped in many countries (Table 2).

Outcomes
• incentives for institutions and individual researchers based on research output • whether RI is a part of the institutional quality assessment • whether there is research impact assessment • public perception of RI, and whether RI is discussed in the lay press • whether there are rewards for collaborative science • whether there are measures to increase the value of research and decrease research waste • whether there are disincentives for RI • the existing resources for RI and RE training and implementation

Country report cards in the EnTIRE project
The initial version of the Country Report Cards developed by the EnTIRE project (Marusic et al. 2018), was further modified and developed to contribute to the The Embassy of Good Science, an online Wikimedia site for the research community to discuss about RI and RE questions, as well as to provide the comparison of RI and RE initiatives and efforts across European countries.RI Country Report Cards at The Embassy of Good Science are expected to be continually updated by researchers from individual countriesto monitor progress and have easily accessible information on RI and RE status quo across countries.
We used the information provided in the MLE report cards that were created for 14 countries that participated in the MLE and updated them in collaboration with the MLE country representatives.Moreover, we created Country Report Cards for two more countries (Croatia and the Netherlands) that participated in the EnTIRE project (Figure 1), to complete the overview of RI and RE in Europe (The Embassy of Good Science).
The Country Report Cards were adapted from the original WCRI structure to contain the elements presented in Table 3.
To fill in the Country Report Cards with the relevant information, we first conducted a search of the web pages of the European Network of Research Ethics Committees (EUREC) and European Network of Research Integrity Officers (ENRIO).Further, we searched the internet using the Google search engine and search terms "research integrity" AND "name of the country."Apart from that, we searched national research councils and ethics committees, national agencies on RE/RI, national scientific funds, and national academies of science for each of the 16 countries.The search was conducted during 2020 through 2022.
This article used the information and methodological approaches from the MLE on RI and EnTIRE project to present the results on 16 European countries.

Research infrastructure, funding, and strategy
With the first category -research infrastructure, research funding, and research strategy -we mapped the general research framework for each country.This data showed how much each country invests in research by the number of full-time researchers, the number of universities, the gross expenditures on research and development (R&D) as part of the countries' gross domestic product (GDP), and whether each country has an implemented research strategy.The analysis of these items showed differences across the 16 countries (Table 4).
Concerning research infrastructure, northern and some western European countries have a higher number of full-time researchers and universities.For The country with the highest number of universities is Spain (n = 75), followed by Austria (n = 55), and Bulgaria (n = 51).The country with the lowest number of universities is Luxembourg, with a single university.Of course, in interpreting these results we must take into account the country size, as larger countries will have more universities.
For the topic of research funding, we used the data concerning the gross expenditures on R&D for each country and calculated the percent of the country's GDP.The country with the highest investment in R&D is Sweden, which comprises 3.4% of its GDP, followed by Austria with 3.1%, and Denmark with 2.9%.Countries whose R&D gross expenditures are below 1.0% of their GDP are Croatia (1.0%), Bulgaria (0.8%), and Moldova (0.3%).All 16 countries have research strategies developed and implemented on the national level.

Research governance, compliance and integrity structures
For the next framework element, we used the data concerning national bodies for RI and RE, national codes for RI and RE, and guidelines for researchers, the practices for dealing with research misconduct, and the protection of the whistleblowers (Figure 2).We compared the data between all 16 countries (Table 5).

Legal protection of whistleblowers
The case analysis showed that countries also differ when it comes to the legal protection of whistleblowers in research.Austria, France, Ireland, Lithuania, Norway, and the Netherlands have specific legal acts for whistleblowers' protection.In the Netherlands, for example, scientific integrity counselors are appointed at universities for assisting both whistleblowers and those accused of research misconduct.On the other hand, Bulgaria, Denmark, Estonia, Greece, Luxembourg, Moldova, and Spain do not provide legal protection for whistleblowers.Resources that we searched for relevant information did not provide data for Croatia, Finland, and Sweden in this matter.

Laws and regulations
We mapped the existing laws and regulations concerning RI and RE and found significant differences between the analyzed countries (Table 6).First, the number of laws and regulations that we mapped differed between the countries.8.
The topic of informing the general public about RI and research misconduct is occasionally discussed in the lay press in most countries, and mostly when related to publicly funded research, research fraud, and corruption.In some countries, research misconduct cases are handled confidentially, and decisions are usually not available or discussed publicly, but anonymous statistics on handled cases are published (e.g., Austria and Finland).In some countries, research misconduct is often addressed and discussed in the lay press, which is used to raise awareness of RI and RE among the general public (e.g., Ireland and Norway).In most countries, there was a low public trust in science due to the frauds, scandals, and corruption in academia and science.However, we found that public trust in science is perceived high in Denmark, Finland, Ireland, Luxembourg, Norway, and the Netherlands.We identified different initiatives across countries aiming at bringing science and research closer to the general public.In Austria and Norway, members of national academies of sciences inform the general   public about important scientific insights.In all countries included in the analysis, higher education institutions communicate research to the public, which is often done at festivals, conferences, or public meetings.Future research conducted with the Country Report Cards could also include information on how organizations use social media communication to establish a relationship with public.

Incentives
The element of incentives in the Country Report Cards captured the information related to the awards and other incentives for institutions (universities) or individuals based on the research outputs, as well as for collaborative science and research networks.We also included the information about whether there are any incentives related to RI and RE and whether RI and RE are a part of the institutional quality assessment.Awards and prizes for outstanding research contributions, innovations, exist in every country included in our Country Report Cards.These rewards are often awarded annually by research institutions (universities) or governments to further promote research and innovation.The awards and scholarships are also often provided for early career researchers and students to help them establish their collaborative networks and project early in their careers.
Some of the countries have special tax schemes that encourage research activities.These include, for example, lower tax for those who carry out research in the country (Austria), a special tax scheme for researchers recruited from abroad (Denmark), a research tax credit that supports business and research and development activities by providing tax assistance (France), income tax relief for investigating research and development sector (Lithuania), and tax relief in the research and development sector (Norway and Spain).
Regarding the collaboration initiatives in almost all countries, there are incentives for collaboration.For example, some countries are devoted to promoting the collaboration between research and business sectors, whether through providing funding to research-industry collaborative projects (e.g., Austria, Ireland, Luxembourg, Norway) or creating other national initiatives that will encourage industry to engage in more work with researchers.Regarding the latter, an example is the Lithuanian Ministry of Higher Education and Science, which allocated funding in 2010 to support the employment of researchers in industry and business enterprises.In Norway, the industrial doctoral program was established to promote and enhance cooperation and mobility between research and industry, increase research activities in the industry and equip researchers with the knowledge they will need to work in the industry and business sector.Besides incentives for establishing collaboration between research and industry, all countries offer various incentives that promote collaboration between research institutions (universities), especially international collaborations.Some initiatives include paying membership fees in international societies to support international collaborative networks as it is done by the Academy of Finland, the Baltic Bonus scheme to promote cooperation between Lithuania, Latvia, and Estonia, and the France "Setting Up European or International Scientific Networks (MRSEI)" (French National Research Agency 2022) that supports the networks coordinated by French researchers and encourages their participation in European and international projects.
Regarding quality assessment and whether this process takes into account RI and RE, we found information that RI and RE are a part of quality assessment in some countries.However, for most of the countries we were unable to find the full information.Examples include Austria, where RI and RE are a part of quality assessment in some institutions (e.g., the Ombudsman Office at the University of Vienna is under the coordination of the Unit for Quality Assurance).In Croatia, research impact assessment and translation of research findings to the community is a part of the accreditation process for research and higher education institutions.In Denmark, RI and RE are a part of the institutional quality assessment as all research institutions had to adopt the Danish Code of Conduct for RI.In Finland, RI and RE are a part of institutional quality assessment, and universities have to organize international research assessments every 6 years to measure the quality of research.In Moldova, RI and RE are included as a part of the evaluation schemes for doctoral studies.Moreover, regarding the assessment of researchers in the Netherlands, the University of Ghent and the University of Utrecht introduced RI and RE requirements for evaluating researchers for career promotions.

Discussion
The analysis of RI and RE frameworks across 16 European countries showed the existence of a variety of approaches to RI and RE promotion and implementation.While some of the countries are front-runners when it comes to RI, with well-established and continually developing policies and structures, others are just starting their journey in RI and often using REthe concept developed prior to RI and focusing on the moral perspective of research -policies and structures for handling RI issues.Although most of the analyzed countries are European Union (EU) member states, the analysis showed that there is a diversity of RI and RE frameworks, as well as that the level of development of RI and RE structures differ, although we could expect a certain level of uniformity within the EU.However, despite the different levels of development, our analysis showed that RI and RE have been continually developing and getting more and more attention.This is evident from the previously conducted analyses of RI and RE structures and our study that shows that more and more European countries are actively working on establishing the bodies that will deal with RI and RE issues (Hermerén et al. 2019;Marušić 2019).However, a long path is ahead of some European countries that just entered the global RI and RE arena, which recognizing the importance of addressing and emphasizing the RI and RE issues within their research setting.
As shown in our general mapping of research frameworks within Europe and by the comparison of the statistics through the years, there is a rising number of people being employed in the public and private research sector, as well as more and more funds invested in research.Consequently, European countries are investing more resources (both financial and human) in establishing RI policies and structures which is evident from our analysis that showed that 15 out of 16 countries in our study have some sort of national establishment for handling RI.This means that the awareness of the importance of RI and recognition of its specifics compared to RE are being more and more recognized.We deliberately used the term "a sort of establishment" because the way the RI structures are organized is not the same in all countries.While some countries are more developed in this area, having the umbrella RI bodies that handle RI issues across organizations, in other countries, there are bodies at public universities and other public research institutions designated to handle RI and RE issues.The latter could also be prone to more discrepancies between how RI and RE cases, especially cases of research misconduct and other poor research practices are handled and could contribute to poor implementation of RI and RE standards.In that sense, the establishment of the umbrella RI bodies at the national level is something that European countries should strive for to ensure the equal implementation of RI standards in practice.Unfortunately, our analysis shows that even today, the increase in RI awareness is paralleled by a small percentage of countries in which RE committees handle RI issues, although it is well accepted today that RI and RE are similar but not the same concepts and that they have different aims and stakeholders involved.This is something that has not changed since the previous similar analysis conducted under the MLE for RI in 2018/2019 (Hermerén et al. 2019;Marušić 2019).This is also something that needs to be changed in the future -the distinction between these two concepts is necessary to handle both research ethics and integrity issues (Steneck 2006).
Concerning the RI and RE guidance, our analysis showed that some countries included in the analysis have some sort of guidance, such as codes and guidelines on the national level.However, creating the RI and RE guidance is today more emphasized as the task for research organizations.This is in accordance with some other studies that mapped existing RI and RE guidance for research performing and funding organizations.For example, a recent scoping review (Ščepanović 2021) showed there is a great number of various types of guidance documents related to RI developed and implemented by research organizations.However, there are significant differences when the content of this guidance is examined, which warrants the conclusion that more harmonization in this aspect is needed.Moreover, the study exploring codes of conduct for RI across various European countries showed differences and divergences in guidance practices and standards, as well (Desmond and Dierickx 2021).One initiative to achieve harmonization was developed by the All European Academies and that is the European Code of Conduct for Research Integrity (ECoC for RI) -the European framework for regulating RI (All European Academies (ALLEA) 2017).The national guidance in Europe could in the future be developed based on the principles presented in the ECoC for RI and built upon its recommendations.This could ensure a certain level of uniformity and contribute to equal application of RI and RE standards and hence better avoidance of research misconduct and other poor research practices.Our study also showed that only a small number of European countries have established legal protection for whistleblowers, although it has been recognized across available literature that whistleblowers have an important role in diagnosing research misconduct and preventing future poor research behavior (All European Academies (ALLEA) 2017; Bouter and Hendrix 2017; National Academies of Sciences, Engineering, and Medicine (NASEM) 2017).Moreover, the lack of proper whistleblowers' protection is also found to be one of the negative factors that contribute to future research misconduct and hinder RI implementation.Having the right procedures in place, preferably legally recognized, for the protection of those who report observed research misconduct could help in encouraging people to report research malpractice without fear for their career and other negative consequences that whistleblowers are usually exposed.
In regard to the national laws and regulations concerning RI and RE, we saw that all countries in the have at least one law concerning different aspects of RI and RE.The number of specific laws or bylaws ranged from 2 (Croatia) to 17 (the Netherlands).We found that the area of data protection in research is mostly well established and regulated by national laws.This is due to General Data Protection Regulation (GDPR) provisions being mandatory in almost all countries included in the study, as they are EU member states.However, since the GDPR explicitly says that data protection should be more precisely defined by the member states laws, which also includes data protection in research, not all countries included in the analysis have such national laws or at least not developed enough (Croatia is an example  (Labib et al. 2021;Pizzolato and Dierickx 2021).In our analysis, we noticed a great diversity between the obligatory and non-obligatory nature of the RI and RE training that was not necessarily between the countries, but diversity exists also within the countries.The analysis showed that RI and RE training is still non-obligatory in many European countries and that the most targeted population are Ph.D. students.Although it is important to start to educate researchers on the RI and RE issues early in their career recent studies shows that more initiatives are needed also for educating senior researchers, continually since they are supervisors to early-career researchers who often look upon their research behavior and who learn from their senior colleagues and supervisors (Labib et al. 2021).This is recognized as being an important aspect of future initiatives in RI and RE education -to empower researchers of all career stages to engage in RI and RE training and translate the acquired knowledge for future generations of researchers. As

Recommendations for future RI and RE initiatives
Several recommendations can be made based on our study results: (1) Although RI is gaining more and more attention, and is recognized today as a concept different from RE in many European countries, some countries still need to separate the policies and processes aimed at RI and RE.Having separate policies, processes, as well as bodies for handling specific RI or RE issues is important for the adequate promotion and implementation of RI. (2) Although many organizations have different bodies for handling RI issues, a national umbrella body that will deal with RI and research misconduct at the national level is important for achieving a level of harmonization and uniformity at the national level, as well as for systemic promotion of RI. (3) Having national RI guidance and policies can contribute to achieving harmonization and uniformity in dealing with RI and research misconduct issues within a country.It will also help researchers to avoid confusion when it comes to what rules apply when they change research institutions.

Study limitations
Although national RI and RE frameworks are important for providing an overview of policies, practices, and processes implemented and promoted across European countries, our study did not take into account the organizational differences that may exist within a country.Hence the results of our study are limited to a broad and general overview of RI and RE structures and processes, as exploring the organizational nuances in this area was out of the scope of our study.However, we believe that having this general overview of RI and RE across European countries provides a glimpse into what we can expect from research organizations (universities and other research performing organizations) in each country in the context of RI and RE policies, practices, and processes.Another possible limitation of our study is that we took into account only publicly available information, hence there is a possibility that we did not included in our analysis and subsequently results all the possible aspects of research and RI.This means that we did not included information related to publicly unavailable organizational policies and process for RI and RE focused on researchers, as well as research administrators and managers that play an important role in the research process.However, we believe that we captured enough information for presenting a broad overview of how RI and RE are established, promoted, and implemented in different countries.Future studies could use our results as a basis to delve more in depth into RI and RE in each specific country.

Conclusion
Our exercise with RI Country Report Cards showed the existence of many initiatives aiming at RI and RE promotion and implementation across various European countries.However, the analysis also showed there are still great differences when it comes to promoting and implementing RI and RE standards into practice which is evident from, for example, the way RI and RE issues are handled or RI and RE education provided.This shows that RI and RE in Europe needs to continue its development and perhaps try to reach a certain level of harmonization so that researchers working in the European areas have the same expectation and management of RI and RE issues in a similar way, regardless of the place of work.This is particularly important for research mobility, as it is promoted by national and European funders.RI Country Report Cards have an element of continual mutual learning exercise, designed to serve for sharing knowledge and experiences between stakeholders with more or less RI and RE experience, and can be used as an inspiration or motivation to those who work on the RI and RE promotion and implementation.

Figure 1 .
Figure 1.Countries included in the country report cards analysis.

Figure 2 .
Figure 2. Overview of research governance, compliance, and integrity structures in countries included in the analysis.
funders increasingly require open access to publications to ensure transparency and enhance verifiability of research open science has come into the spotlight.Although open science is much more than just publishing research in open access format (National Academies of Sciences, Engineering, and Medicine 2018), this aspect of open science, together with open data is the most addressed by existing policies within the analyzed countries.Our analysis shows that open science is well addressed by analyzed countries and their policies as most countries have national strategies for open science and well-established structures to ensure open access to publications, data, and other research products.

Table 1 .
Areas and items for research integrity country report cards presented at the 4th World Conference on Research Integrity, 2015.
• existing RI training and education activities • existence of bodies for investigating research misconduct cases • existence of bodies for providing advice and education on RI • the degree of cooperation between institutions • established protection of whistleblowers • existence of research into RI • existence of rules for mandatory registration for clinical trials RI outcomes • available research output-based incentives for institutions and individuals • incentives and awards for research collaborations • inclusion of RI in institutional quality assessment • public opinion and trust in the research community • discussion in the lay press about RI • efforts to reduce research waste

Table 2 .
Areas and items for Research Integrity Country Report Cards modified during the mutual learning exercise of the European Commission, 2018.• gross expenditures on research • distribution of private, public, and charity funding • number of Horizon 2020 projects (participating in Horizon projects) • number of ERC principal investigators Processes • existence of scientific strategy in country • existence of national bodies for RI and research ethics (RE) • laws with implications for RI and RE • organizational structures for RI and RE • number of researchers and others involved in RI • percentage of postdoctoral students with paid positions • percentage of grant success • budget of funding agencies • existence of the national code of conduct and means of its dissemination • availability of training and education for RI • how and by whom investigations of research misconduct are handled • level of cooperation between research institutions in the context of RI and RE • availability of protection for whistleblowers • existence of RI offices or officers • annual meetings for RI • whether there is research into RI • whether registration of clinical trials is mandatory • the adoption of open data practices • whether research data are open • whether the country is a member of the European Network of Research Ethics Committees (EUREC) and the European Network of Research Integrity Offices (ENRIO).

Table 3 .
Areas and items for Research Integrity Country Report Cards in the EnTIRE project.

Table 4 .
Research infrastructure, research funding, and research strategy in analyzed countries.

Table 5 .
Research governance, compliance, and integrity structures in analyzed countries.The majority of the countries included in this study have established policies and structures for RI and RE, but they differ in certain aspects.When it comes to RI and RE bodies, a great number of countries had an official national structure responsible for providing the RI and RE governance framework.France, for example, has eight national bodies that promote RI and RE, the highest among the countries in the study.These bodies have an advisory and monitoring role, or provide support to higher education and research institutions.France is followed by Norway, Finland, Denmark, and the Netherlands, with six RI and RE national bodies each, all with similar objectives.Apart from promoting RI and RE, national RI and RE bodies in some of these 16 countries also provide relevant information and discuss issues related to RI and RE, develop national guidelines on RI and RE, support the implementation of RI and RE policies, and facilitate collaboration.Moldova is the only country without an official RI and RE structure.The Moldovan National Authority for Integrity deals only with public servants and heads of institutes.It does not address RI and RE or researchers in general.Sweden also does not have a national code for RI and RE, however, the Swedish Research Council has its ethical guidelines and internal Expert Group on Ethics which has published the book Good Research Practice (Swedish Research Council 2017), intended primarily for researchers.The analysis of 16 European countries showed that they differ when it comes to institutions that handle research misconduct allegations and cases.Some of the countries have specific national bodies that handle cases of research misconduct (Austria, Bulgaria, Denmark, Finland, Lithuania, Luxembourg, Norway, Spain, and Sweden), whereas in other countries (Croatia, Estonia, France, Greece, Ireland, Moldova, and the Netherlands) research institutions, such as universities, are responsible for dealing with such cases.However, some of the research institutions that deal with research misconduct cases are affiliated with independent bodies that advise possible violations of the principles of RI and RE.For example, institutional Boards in the Netherlands are advised by the Netherlands Board on Research Integrity (LOWI) on this matter.Greece, on the other hand, apart from having research performing institutions that deal with the cases of alleged misconduct, sometimes has ad-hoc committees for handling research misconduct issues.Croatia has a national body for RE and RI, but it does not seem to be functional at the moment.
National codes for RI and RE and guidelines for researchersSix countries (Denmark, Estonia, France, Ireland, Spain, and the Netherlands) have national codes for RI and RE.Although some Scandinavian countries(Finland, Norway, and Sweden)do not have national codes for RI and RE, institutions responsible for promoting RI and RE in these countries have developed various guidelines for researchers and other stakeholders involved in research.Among these countries, Finland has the highest number of guidelines addressing different RI and RE topics.For example, Finnish National Board on Research Integrity (TENK) has issued numerous guidelines, among them "Responsible conduct of research and procedures for handling allegations of misconduct in Finland.Guidelines of the Finnish Advisory Board on Research Integrity 2012" and "Responsible Conduct of Research (RCR) guidelines" available in Finnish, Swedish, and English (Finnish National Board on Research Integrity (TENK) 2012, 2021).Norway, with several national bodies for promoting RI and RE, also issued several guidelines and checklists regarding ethics and integrity across different research areas.The National Commission for Research Ethics in Science and Technology (NENT) developed Guidelines for Research Ethics in Science and Technology (Norwegian National Committee for Research Ethics in Science and Technology (NENT) 2016), the National Committee for Research Ethics in Social Sciences and Humanities (NESH) issued Guidelines for Research Ethics in the Social Sciences and Humanities (Norwegian National Committee for Research Ethics in the Social Sciences and the Humanities (NESH) 2021), whereas the National Committee for Medical and Health Research Ethics (NEM) published various guidelines.

Measures to promote good scientific practices and open science
For instance, the Netherlands has 17 laws and regulations on RI and RE whereas Croatia has 2. Some Scandinavian countries have passed the laws laws that regulate ethics in research and examine research misconduct.For instance, Norway has Research Ethics Act and Research Ethics Regulation.Denmark has the Research Misconduct Act and Executive order of the DanishCommittees on Scientific Dishonesty, while Sweden has an Act on responsibility for good research practice and the examination of research misconduct.Eight countries -Austria, Estonia, Finland, France, Luxembourg, Norway, Spain, and the Netherlands -have laws that protect animals in research.All countries have laws on universities or higher education institutions in general.Moldova, for instance, has a law that regulates the organization of doctoral studies.informing society about RI and RE and research misconduct cases and organizations participating in the international RI and RE networks and initiatives), and research incentives (related to the incentives, evaluations,

Table 6 .
Laws and regulations concerning RI and RE.We collected the information on whether there is training and education in RI and RE across countries.We explored the main characteristics of RI and RE training and education -the obligatory or non-obligatory nature, mode of delivery, and targeted audience.The obtained data showed a great diversity between countries regarding the compulsory and voluntary nature of RI and RE training and education.Moreover, this diversity is seen not only when comparing countries but within a single country, there are often differences between mandatory and non-mandatory RI and RE training.For example, in Austria, RI and RE training is mostly non-mandatory, however, at some doctoral programs and some universities, it is mandatory for those who want to qualify to an academic positions (professorship).In some countries, RI and RE training and education were mandated on the national level, i.e., the federal or governmental body has brought the decision, document, or law-making RI and RE training mandatory, such as in Denmark, France, Ireland, Luxembourg, and Moldova.In these countries, RI and RE training is mostly mandatory for at least doctoral students, postdoctoral researchers, and all publicly-funded research organizations.The responsibility for delivering RI and RE training and education also differs between the countries.While in Austria, Ireland, and Luxembourg, the national RI and RE agencies and forums (Austrian Agency for Research Integrity, Luxembourg Agency for Research Integrity, and Irish National Research Integrity Forum) are responsible for training and educating researchers, in Denmark, France, Moldova, and the Netherlands this is usually the responsibility of research organizations.Spain also has a national document (National Statement of Scientific Integrity) (CSIC 2015) referring to RI and RE education; however, this document provides recommendations rather than imposing an obligation to research organizations to deliver RI and RE training.The search of the relevant data from other countries, i.e., Bulgaria, Croatia, Estonia, Finland, Greece, Lithuania, Norway, and Sweden, showed that RI and RE training also exists but is non-obligatory, and it is up to each researcher to decide whether to undergo the training or not, regardless of training being provided by research organizations or national RI and RE bodies.The type or mode of delivery for RI and RE training and education also varies across European countries.RI and RE training is mostly provided faceto-face in the form of lectures, workshops, and seminars.In some countries, like Luxembourg, more emphasis is put on providing practical, interactive, and creative courses (Luxembourg Agency for Research Integrity (LARI) 2022).The overview of RE/RI training and education and characteristics across countries is presented in Table7.

Table 7 .
Characteristics of RI and RE training and education across different European countries.

Table 7 .
(Continued).For this framework element of the Country Report Cards, we collected the information on whether research and research data are usually open and whether there are existing national and institutional initiatives for making data open.Further, we obtained information on whether there are initiatives aiming at informing the general public about RI and RE issues and breaches and gathered information on whether there are other initiatives involving dialogue and communication between the research community and the general public, such as science fairs that serve as a place for disseminating research and bringing science closer to the general public.Moreover, we obtained information on the level of public trust in science and researchers.Many countries developed and implemented national open science and open data policies, plans, and strategies.Further, for countries that still do not have national open science policies, plans, and strategies, we found information about other initiatives established in the research community, such as open science declarations that are adopted and promoted by universities and other research organizations.Moreover, there are also research organizations' initiatives and policies to promote and implement open access to scholarly publications.Public funding organizations usually have open access policies for ensuring open research publications and open data for publicly funded research.Many countries also have national forums and working groups that provide recommendations and guidance on various aspects of open science.Similarly, some countries established working task forces aimed at developing comprehensive implementation plans for open science.Another initiative often existing across the countries are national and institutional open repositories for depositing research publications and research data.Details on open science initiatives existing in 16 countries are available in Table

Table 8 .
Open science initiatives available in different European countries.
).Another example of policies applicable across European countries is related to the European Commission funding program Horizon Europe.In 2021 Horizon Europe implemented the requirement for all grant applicants to declare compliance with RI standards and practices outlined in the European Code of Conduct for Research Integrity (European Commission (EC) 2021).This made the European Code of Conduct for Research Integrity a "soft law" implemented across European countries.The analysis of measures aimed to promote good scientific practices and open science focused on RI and RE training and open science initiatives.RI and RE training is recognized as being one of the initiators of better RI and RE implementation