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    <citation>
      <titlStmt>
        <titl>DDI description: Research Integrity Barometer 2018</titl>
        <parTitl xml:lang="fi">DDI-kuvailu: Tutkimusetiikan barometri 2018</parTitl>
        <IDNo agency="FSD">4077</IDNo>
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        <producer abbr="FSD">Finnish Social Science Data Archive</producer>
        <copyright>Finnish Social Science Data Archive</copyright>
        <prodPlac>Finnish Social Science Data Archive</prodPlac>
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        <version date="2026-06-10" type="mef_eng">1.0.0</version>
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      <biblCit>Research Integrity Barometer 2018 [metadata]. Metadata version 1.0.0 (2026-06-10). Finnish Social Science Data Archive [producer and distributor]. DOI: https://doi.org/10.60686/t-fsd4077; URN: https://urn.fi/urn:nbn:fi:fsd:T-FSD4077</biblCit>
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    <notes xml:lang="fi">FSD:n aineistokuvailut (FSD metadata records), joiden tekijä on Suomen yhteiskuntatieteellinen tietoarkisto (Finnish Social Science Data Archive), on lisensoitu Creative Commons 1.0 Yleismaailmallinen (CC0 1.0) -lisenssillä.
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    <notes xml:lang="en">FSD:n aineistokuvailut (FSD metadata records) by Suomen yhteiskuntatieteellinen tietoarkisto (Finnish Social Science Data Archive) are licensed under a Creative Commons 1.0 Universal (CC0 1.0) license.
      <ExtLink URI="https://creativecommons.org/publicdomain/zero/1.0/deed.en" />
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    <notes xml:lang="sv">FSD:n aineistokuvailut (FSD metadata records) av Finlands samhällsvetenskapliga dataarkiv (Finnish Social Science Data Archive) är licensierade under en Creative Commons 1.0 Universiell (CC0 1.0) licens.
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  <stdyDscr>
    <citation>
      <titlStmt>
        <titl>Research Integrity Barometer 2018</titl>
        <parTitl xml:lang="fi">Tutkimusetiikan barometri 2018</parTitl>
        <IDNo agency="FSD">4077</IDNo>
        <IDNo agency="URN">urn:nbn:fi:fsd:T-FSD4077</IDNo>
        <IDNo agency="DOI">10.60686/t-fsd4077</IDNo>
      </titlStmt>
      <rspStmt>
        <AuthEnty>Finnish National Board on Research Integrity TENK</AuthEnty>
        <AuthEnty affiliation="University of Vaasa">Salminen, Ari</AuthEnty>
        <AuthEnty affiliation="University of Vaasa">Pitkänen, Lotta</AuthEnty>
      </rspStmt>
      <prodStmt>
        <copyright>In accordance with the agreement between FSD and the depositor.</copyright>
      </prodStmt>
      <distStmt>
        <distrbtr abbr="FSD" URI="https://www.fsd.tuni.fi/">Finnish Social Science Data Archive</distrbtr>
        <distDate date="2026-06-11" />
      </distStmt>
      <serStmt ID="S8" URI="https://services.fsd.tuni.fi/catalogue/series/8?lang=en">
        <serName>Individual datasets</serName>
        <serInfo>
          <p>Individual datasets that do not belong to any series.</p>
        </serInfo>
      </serStmt>
      <verStmt>
        <version date="2026-05-21" type="main_data">1.0</version>
      </verStmt>
      <biblCit>Finnish National Board on Research Integrity TENK &amp; Salminen, Ari (University of Vaasa) &amp; Pitkänen, Lotta (University of Vaasa): Research Integrity Barometer 2018 [dataset]. Data version 1.0 (2026-05-21). Finnish Social Science Data Archive [distributor]. DOI: https://doi.org/10.60686/t-fsd4077; URN: https://urn.fi/urn:nbn:fi:fsd:T-FSD4077</biblCit>
      <holdings location="Finnish Social Science Data Archive FSD" URI="https://urn.fi/urn:nbn:fi:fsd:T-FSD4077" />
    </citation>
    <stdyInfo>
      <subject>
        <keyword vocab="ELSST" vocabURI="https://elsst.cessda.eu/id">ethics</keyword>
        <keyword vocab="ELSST" vocabURI="https://elsst.cessda.eu/id">ethics of science</keyword>
        <keyword vocab="ELSST" vocabURI="https://elsst.cessda.eu/id">research</keyword>
        <keyword vocab="ELSST" vocabURI="https://elsst.cessda.eu/id">research work</keyword>
        <keyword vocab="ELSST" vocabURI="https://elsst.cessda.eu/id">research workers</keyword>
        <keyword vocab="ELSST" vocabURI="https://elsst.cessda.eu/id">science</keyword>
        <keyword vocab="ELSST" vocabURI="https://elsst.cessda.eu/id">scientific research</keyword>
        <keyword vocab="ELSST" vocabURI="https://elsst.cessda.eu/id">values</keyword>
        <topcClas vocab="OKM" vocabURI="http://www.yso.fi/onto/okm-tieteenala/conceptscheme">Natural sciences</topcClas>
        <topcClas vocab="OKM" vocabURI="http://www.yso.fi/onto/okm-tieteenala/conceptscheme">Engineering and technology</topcClas>
        <topcClas vocab="OKM" vocabURI="http://www.yso.fi/onto/okm-tieteenala/conceptscheme">Medical and health sciences</topcClas>
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      </subject>
      <abstract>
        <p>The Research Integrity Barometer 2018 surveys the views of the Finnish research community on research ethics, adherence to the Responsible Conduct of Research (RCR) guidelines, and ethical challenges and problematic situations related to research work in 2016-2018. The dataset examines ethical guidelines, practices, violations, and the values and operating culture of research work.</p>
        <p>Respondents were asked about their organisation's commitment to the RCR guidelines, their familiarity with various research ethics guidelines, the visibility of research ethics support persons, and their participation in research ethics training. Violations of the RCR were explored by assessing the prevalence of different forms of unethical conduct within respondents' research communities over the past three years. These included, for example, plagiarism, self-plagiarism, fabrication, falsification of results, and neglect related to authorship. In addition, respondents were asked about failures to obtain research permits or ethical review. They were also asked about their own experiences of being subjected to violations and how such cases had been handled within their organisations.</p>
        <p>Ethical risks and threats to responsible conduct were examined through statements addressing issues such as lack of information on researchers' rights, ambiguities in the ownership of research data, consequences of suspected misconduct, career pressures, the influence of funding, and awareness of RCR processes. The values and ethical principles of research work were examined by asking respondents to identify the most important values, such as openness, honesty, reliability, independence, critical thinking, and societal impact. In addition, views on the ethical operating culture and leadership of the work community were surveyed.</p>
        <p>Background variables in the dataset include the type of the respondent's organisation (university, university of applied sciences, or other research organisation), highest degree obtained, country where the degree was completed (classified), main work content (research, teaching, administration, or other), field of science, and years of research experience.</p>
      </abstract>
      <sumDscr>
        <timePrd event="start" date="2016" />
        <timePrd event="end" date="2018" />
        <collDate event="start" date="2019-01-09" />
        <collDate event="end" date="2019-01-30" />
        <nation abbr="FI">Finland</nation>
        <geogCover>Finland</geogCover>
        <anlyUnit>Individual
          <concept vocab="DDI Analysis Unit" vocabURI="https://vocabularies.cessda.eu/urn/urn:ddi:int.ddi.cv:AnalysisUnit:2.1.3">Individual</concept>
        </anlyUnit>
        <universe clusion="I">Researchers, teachers, and administrative staff at Finnish universities, universities of applied sciences, and research institutes that have committed to the Finnish National Board on Research Integrity (TENK) guidelines on the Responsible Conduct of Research (RCR) and procedures for handling allegations of misconduct in Finland.</universe>
        <dataKind>Quantitative</dataKind>
      </sumDscr>
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    <method>
      <dataColl>
        <timeMeth>Cross-section
          <concept vocab="DDI Time Method" vocabURI="https://vocabularies.cessda.eu/urn/urn:ddi:int.ddi.cv:TimeMethod:1.2.3">CrossSection</concept>
        </timeMeth>
        <dataCollector affiliation="University of Vaasa">Salminen, Ari</dataCollector>
        <dataCollector affiliation="University of Vaasa">Pitkänen, Lotta</dataCollector>
        <dataCollector affiliation="Finnish National Board on Research Integrity TENK">Sairio, Anni</dataCollector>
        <sampProc>Non-probability
          <concept vocab="DDI Sampling Procedure" vocabURI="https://vocabularies.cessda.eu/urn/urn:ddi:int.ddi.cv:SamplingProcedure:2.0.2">Nonprobability</concept>
        </sampProc>
        <sampProc>
          <p>The barometer was distributed as an electronic survey to all universities, universities of applied sciences, and research institutes in Finland on 9 January 2019. The survey was intended particularly for those working in teaching and research positions. The questionnaire was disseminated through the organisations' own internal communication channels. It was possible to respond to the questionnaire in Finnish, Swedish, or English. The response period was one month, and a reminder message concerning the survey was sent in mid-January.</p>
        </sampProc>
        <collMode>Self-administered questionnaire: Web-based (CAWI)
          <concept vocab="DDI Mode of Collection" vocabURI="https://vocabularies.cessda.eu/urn/urn:ddi:int.ddi.cv:ModeOfCollection:5.0.1">SelfAdministeredQuestionnaire.CAWI</concept>
        </collMode>
        <resInstru>Structured questionnaire
          <concept vocab="DDI Type of Instrument" vocabURI="https://vocabularies.cessda.eu/urn/urn:ddi:int.ddi.cv:TypeOfInstrument:1.1.2">Questionnaire.Structured</concept>
        </resInstru>
        <weight>There are no weight variables in the data.</weight>
      </dataColl>
      <stdyClas type="A">Detailed and specific data description in Finnish and English. The data are checked and processed in detail. If necessary, the data are anonymised.</stdyClas>
    </method>
    <dataAccs>
      <setAvail>
        <accsPlac URI="https://www.fsd.tuni.fi/">Finnish Social Science Data Archive</accsPlac>
      </setAvail>
      <useStmt>
        <restrctn>The dataset is (B) available for research, teaching and study.</restrctn>
        <citReq>The data and its creators shall be cited in all publications and presentations for which the data have been used. The bibliographic citation may be in the form suggested by the archive or in the form required by the publication.</citReq>
        <deposReq>Notify FSD of all publications where you have used the data by sending the citation information to user-services.fsd@tuni.fi.</deposReq>
        <disclaimer>The original data creators and the archive bear no responsibility for any results or interpretations arising from the reuse of the data.</disclaimer>
      </useStmt>
      <notes>The researcher has removed the responses to open-ended questions K8, K10, K11muu, and K13 due to the risk of identification.</notes>
      <notes type="TIIPII">To prevent identification of respondents, information about where the respondent has completed their highest degree has been classified at the continent level at FSD. Finland has been retained as a separate category. For the same reason the variable tyonkuvamuu was removed.</notes>
    </dataAccs>
    <othrStdyMat>
      <relMat>TENK &amp; Salminen, Ari &amp; Pitkänen, Lotta (2019) Tutkimusyhteisöissä kaikki hyvin? Tutkimusetiikan barometri 2018. Tutkimuseettisen neuvottelukunnan julkaisuja 1/2019.
        <ExtLink URI="https://www.tenk.fi/sites/tenk.fi/files/TENK_Tutkimusetiikan_barometri_2018.pdf" />
      </relMat>
      <relStdy>FSD4078 Research Integrity Barometer 2023
        <ExtLink URI="https://services.fsd.uta.fi/catalogue/FSD4078?lang=en&amp;study_language=en" />
      </relStdy>
      <relPubl xml:lang="en">Finnish National Board on Research Integrity TENK (2024) Research integrity in the time of COVID-19: Finnish research integrity barometer 2023. Publications of the Finnish National Board on Research Integrity TENK 2/2024. Helsinki: Finnish National Board on Research Integrity TENK.
        <citation>
          <titlStmt>
            <titl>Research integrity in the time of COVID-19: Finnish research integrity barometer 2023</titl>
          </titlStmt>
          <distStmt>
            <distDate date="2024" />
          </distStmt>
        </citation>
      </relPubl>
      <relPubl xml:lang="sv">Forskningsetiska delegationen (TENK) (2024) Forskningsetik i coronatider: En sammanfattning av den forskningsetiska barometern 2023 i Finland. Forskningsetiska delegationens publikationer 3/2024. Helsingfors: Forskningsetiska delegationen.
        <citation>
          <titlStmt>
            <titl>Forskningsetik i coronatider: En sammanfattning av den forskningsetiska barometern 2023 i Finland</titl>
          </titlStmt>
          <distStmt>
            <distDate date="2024" />
          </distStmt>
        </citation>
      </relPubl>
      <relPubl xml:lang="fi">TENK &amp; Salminen, Ari &amp; Pitkänen, Lotta (2019) Tutkimusyhteisöissä kaikki hyvin? Tutkimusetiikan barometri 2018. Tutkimuseettisen neuvottelukunnan julkaisuja 1/2019. https://www.tenk.fi/sites/tenk.fi/files/TENK_Tutkimusetiikan_barometri_2018.pdf
        <citation>
          <titlStmt>
            <titl>Tutkimusyhteisöissä kaikki hyvin? Tutkimusetiikan barometri 2018</titl>
          </titlStmt>
          <distStmt>
            <distDate date="2019" />
          </distStmt>
        </citation>
      </relPubl>
      <relPubl xml:lang="fi">Tutkimuseettinen neuvottelukunta (TENK) (2024) Tutkimusetiikkaa koronan aikaan: Tutkimusetiikan barometri 2023. Tutkimuseettisen neuvottelukunnan julkaisuja 1/2024. Helsinki: Tutkimuseettinen neuvottelukunta.
        <citation>
          <titlStmt>
            <titl>Tutkimusetiikkaa koronan aikaan: Tutkimusetiikan barometri 2023</titl>
          </titlStmt>
          <distStmt>
            <distDate date="2024" />
          </distStmt>
        </citation>
      </relPubl>
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