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Enregistrement W4300521149

Researchers’ Attitudes and Behaviour to Data Archiving Policies and Practice is Typified by Low Awareness and Little Planning. A Review of: Perry, Carol Marie. “Archiving of Publicly Funded Research Data: A Survey of Canadian Researchers.” Government Information Quarterly 25 (2008): 133-48.

2008· review· en· W4300521149 sur OpenAlexaboutno aff
Gaby Haddow

Notice bibliographique

RevueDOAJ (DOAJ: Directory of Open Access Journals) · 2008
Typereview
Langueen
DomaineComputer Science
ThématiqueResearch Data Management Practices
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésSurvey researchSurvey data collectionResearch dataSociologyLibrary scienceData sciencePublic relationsPolitical scienceComputer scienceSocioeconomicsData curationStatistics
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Objective – To assess researchers’ attitudes and behaviours in relation to archiving research data and to determine researchers’views about policies relating to data archiving. Design – Survey. Setting – Canadian universities. Subjects – Social sciences and humanities researchers from universities across Canada. Methods – A questionnaire comprising 15 questions was mailed to 175 researchers randomly sampled from a publicly available list of 5,821 individuals who had received grants and awards from the Social Sciences and Humanities Research Council of Canada (SSHRC). From this sample, 75 (43.4%) responded within the five week time-frame stipulated. The questionnaire was constructed using four existing surveys and asked researchers for information about: geographical location, years of research experience, research funding sources, current plans to archive research data, awareness of archiving policies, attitude to mandated research data archiving, effect of mandatory data archiving policies on grant-seeking, attitude to making archived research data accessible, and use of research data collected by others. The questionnaire also included space for respondents to make comments. Responses to each question were analyzed, followed by a series of cross-analyses to investigate associations between findings. These cross-analyses include: whether attitudes to making data accessible differed according to length of experience, support for a national archive initiative, or agreement with a mandatory policy; and whether plans to archive research data were associated with awareness of policy, agreement with mandatory policy, or funding from government agencies other than SSHRC. Some cross-analyses were conducted between responses to questions and the comments provided by respondents. Most of the questionnaire responses were analyzed as percentages in two categories only. For example, length of service responses were presented as “up to 20years” and “more than 20 years,” and for responses relating to agreement with mandatory archiving “no” and “undecided” responses were combined into one category and compared with “yes” responses. Main Results Plans to archive research data Only 41.3% of the respondent sample had current plans to archive their research data; plans that included filing materials in theiroffice and destroying materials. A small proportion of this group (18.7%) planned to archive their research data in an established repository. Respondents who planned to archive their research data were more likely to have received funding from other government agencies (64.7%) than respondents who had not received other government funding (23.5%). Examination of the comments made by respondents indicated those who planned to archive their data were more likely to make comments on this issue. Knowledge of data archiving policies Respondents’ awareness of data archiving policies, particularly that of the SSHRC, an Organisation for Economic Co-operation and Development (OECD) declaration, and that of their own university, was low. Less than a third of the sample (28%) was aware of the SSHRC policy and less than 10% of the OECD declaration or their own university’s policy. A sizeable proportion of the sample (65.4%) stated they were “uncertain” whether their university had a data archiving policy. Of the respondents who planned to archive their data only 42.4% were aware of the SSHRC policy, and a high percentage of respondents with no plans to archive their data (83.3%) were also unaware of this policy. When asked if they agreed with a mandatory policy of data archiving being linked to grant funding the sample group was almost evenly split into agree (33.3%),don’t agree (28%), and uncertain (36%). Only 46.9% of the sample who planned to archive their data agreed with the policy. Support for data archives There was strong support for a data archive at the home institution by respondents who agreed with mandatory archiving of research data (84%). However, when asked about allowing public access to this data the results were evenly divided across most ofthe sample group (66 respondents). Full open access to data was supported by 44% of this group and 44% thought access should be at the discretion of the depositing researcher. Agreement with open access to data was also associated with researchers who agreed with mandatory archiving policy (70.8%) and researchers with over 20 years experience (68%). The enforcement of a mandatory archiving policy would not alter most respondents’ future grant-seeking behaviour (86.7%). Support for a national data archive was solid across the sample group, with only 17.3% indicating they did not support an initiative of this type. Almost all respondents who agreed with public access to research data supported a national data archive (96.5%) and of the respondents who did not support a ational archive 90.9% were undecided about data access or wanted restrictions in place. When asked about use of research data collected by others, 48% had used such data in the past and 49.3% had not analyzed research data collected by others. Conclusion – While support for a national data archives strategy is strong, researchers’ attitudes and behaviour towards data archiving is less supportive and their plans to archive research data would not, in most cases, meet standards of archiving practice. The notion of open access to research data has less support, with researchers noting barriers relating to confidentiality, ethics, effect on academic career, and cost of archiving. Funding of data archiving raises particular concerns and the author recommends that SSHRC policy is clarified in this regard. Further, the author notes that differences between institutional requirements and national policies relating to research data require attention so thatarchiving policy objectives are coordinated. The decisions made in moving towards a national data archiving policy will enable Canada to contribute to the wider international discussion of standards for research data archives.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,122
score de la tête « metaresearch » (Gemma)0,314
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesMétarecherche, Science ouverte
Catégories consensuellesaucune
DomaineSignal candidat: Reproductibilité · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: aucune
GenreSignal candidat: Synthèse · Signal consensuel: aucune
Score de désaccord entre enseignants0,997
Score d'incertitude au seuil0,646

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,1220,314
Méta-épidémiologie (sens strict)0,0000,002
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0070,009
Études des sciences et des technologies0,0100,017
Communication savante0,0120,009
Science ouverte0,0030,007
Intégrité de la recherche0,0020,004
Charge utile insuffisante (le modèle a refusé de juger)0,0030,001

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,794
Tête enseignante GPT0,659
Écart entre enseignants0,135 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Devis d'étudeObservationnel
DomaineReproductibilité
GenreSynthèse

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2008
Routes d'admission1
Résumé présentoui

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