---
res:
  bibo_abstract:
  - "Background: Open Science (OS) and Responsible Research and Innovation (RRI) are
    increasingly converging under the concept of Open RRI, which integrates openness
    with inclusivity, responsibility, and societal engagement. Strengthening researcher
    skills in this area requires a clear understanding of existing training provision.
    This study presents findings from the Horizon Europe project PATTERN, which mapped
    and assessed Open RRI training resources across Europe.\r\n\r\nMethods: A mixed-methods
    approach was applied, combining desk research, surveys, semi-structured interviews,
    data workshops, and mutual learning events. In total, 571 training resources were
    identified and analysed across eight skill areas: Open Access; FAIR Data; Citizen
    Science; Research Integrity; Gender, Non-discrimination, and Inclusion; Dissemination
    and Exploitation; Science Communication; and Management and Leadership. A subset
    of resources was further evaluated using defined quality criteria.\r\n\r\nResults:
    The mapping reveals a fragmented and uneven training landscape, with a strong
    predominance of introductory-level resources and limited provision for intermediate
    and advanced learners. Training is often generic and lacks contextualisation,
    with gaps in inclusivity, multilingual provision, and local adaptation. Quality
    assessment highlights strengths such as modular design, open licensing, and the
    use of active learning approaches. However, recurring challenges include limited
    accessibility, unclear pathways for reuse, and difficulties in implementation
    and long-term sustainability. Key thematic gaps include intersectionality, policy
    engagement, supervision ethics, and the integration of indigenous and local knowledge.\r\n\r\nConclusions:
    Despite growing availability of training resources, significant gaps remain in
    scope, depth, and inclusivity. Addressing these challenges requires improved coordination,
    expansion of advanced and context-sensitive training, enhanced multilingual accessibility,
    and stronger integration into curricula and institutional practices to support
    sustainable Open RRI capacity building.@eng"
  bibo_authorlist:
  - foaf_Person:
      foaf_givenName: Cristina
      foaf_name: Lagido, Cristina
      foaf_surname: Lagido
  - foaf_Person:
      foaf_givenName: Kristian
      foaf_name: Nielsen, Kristian
      foaf_surname: Nielsen
  - foaf_Person:
      foaf_givenName: Gitte
      foaf_name: Kragh, Gitte
      foaf_surname: Kragh
  - foaf_Person:
      foaf_givenName: Pascal
      foaf_name: Flohr, Pascal
      foaf_surname: Flohr
  - foaf_Person:
      foaf_givenName: Louise
      foaf_name: Bezuidenhout, Louise
      foaf_surname: Bezuidenhout
  - foaf_Person:
      foaf_givenName: Loek
      foaf_name: Brinkman, Loek
      foaf_surname: Brinkman
  - foaf_Person:
      foaf_givenName: Agnese
      foaf_name: Baini, Agnese
      foaf_surname: Baini
  - foaf_Person:
      foaf_givenName: Chiara
      foaf_name: Saviane, Chiara
      foaf_surname: Saviane
  - foaf_Person:
      foaf_givenName: Asya
      foaf_name: Salnikova, Asya
      foaf_surname: Salnikova
  - foaf_Person:
      foaf_givenName: Adam
      foaf_name: Brandstetter-Kunc, Adam
      foaf_surname: Brandstetter-Kunc
  - foaf_Person:
      foaf_givenName: Giacomo
      foaf_name: Consolini, Giacomo
      foaf_surname: Consolini
  - foaf_Person:
      foaf_givenName: Antónia
      foaf_name: Correia, Antónia
      foaf_surname: Correia
  - foaf_Person:
      foaf_givenName: Paula
      foaf_name: Moura, Paula
      foaf_surname: Moura
  - foaf_Person:
      foaf_givenName: Maya
      foaf_name: Fedeli, Maya
      foaf_surname: Fedeli
  - foaf_Person:
      foaf_givenName: Jonathan
      foaf_name: England, Jonathan
      foaf_surname: England
  - foaf_Person:
      foaf_givenName: Shanmugasundaram
      foaf_name: Venkataraman, Shanmugasundaram
      foaf_surname: Venkataraman
  - foaf_Person:
      foaf_givenName: Aslak
      foaf_name: Skarvøy, Aslak
      foaf_surname: Skarvøy
  - foaf_Person:
      foaf_givenName: Teodora
      foaf_name: Konach, Teodora
      foaf_surname: Konach
  - foaf_Person:
      foaf_givenName: Borana
      foaf_name: Taraj, Borana
      foaf_surname: Taraj
  - foaf_Person:
      foaf_givenName: Katharina
      foaf_name: Koller, Katharina
      foaf_surname: Koller
  - foaf_Person:
      foaf_givenName: Ilse
      foaf_name: Marschalek, Ilse
      foaf_surname: Marschalek
  - foaf_Person:
      foaf_givenName: Maria
      foaf_name: Schrammel, Maria
      foaf_surname: Schrammel
  - foaf_Person:
      foaf_givenName: Sanja
      foaf_name: Jurkovic, Sanja
      foaf_surname: Jurkovic
  - foaf_Person:
      foaf_givenName: Bojan
      foaf_name: Macan, Bojan
      foaf_surname: Macan
  - foaf_Person:
      foaf_givenName: Alen
      foaf_name: Vodopijevec, Alen
      foaf_surname: Vodopijevec
  - foaf_Person:
      foaf_givenName: Brian
      foaf_name: Cahill, Brian
      foaf_surname: Cahill
      foaf_workInfoHomepage: http://www.librecat.org/personId=257249
    orcid: 0000-0002-7325-5114
    orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-7325-5114/work/220000934
  - foaf_Person:
      foaf_givenName: Andrea Giraldo
      foaf_name: Sevilla, Andrea Giraldo
      foaf_surname: Sevilla
  - foaf_Person:
      foaf_givenName: Nico
      foaf_name: Pitrelli, Nico
      foaf_surname: Pitrelli
  - foaf_Person:
      foaf_givenName: Alessio Livio
      foaf_name: Spera, Alessio Livio
      foaf_surname: Spera
  - foaf_Person:
      foaf_givenName: Claudia
      foaf_name: Iasillo, Claudia
      foaf_surname: Iasillo
  - foaf_Person:
      foaf_givenName: Pedro
      foaf_name: Príncipe, Pedro
      foaf_surname: Príncipe
  - foaf_Person:
      foaf_givenName: Noemi
      foaf_name: De Lorenzo, Noemi
      foaf_surname: De Lorenzo
  - foaf_Person:
      foaf_givenName: Muki
      foaf_name: Haklay, Muki
      foaf_surname: Haklay
  bibo_doi: 10.12688/openreseurope.23510.1
  bibo_volume: 6
  dct_date: 2026^xs_gYear
  dct_isPartOf:
  - http://id.crossref.org/issn/2732-5121
  dct_language: eng
  dct_publisher: F1000 Research Ltd@
  dct_title: 'Training resources on open and responsible research and innovation (Open
    RRI): gaps, quality and opportunities to advance training@'
...