cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25872307.v1
title: Feeling the responsibility: Exploring the emotional experiences of final-year medical students when carrying out clinical tasks

description: The concept of Entrustable Professional Activities (EPA) is increasingly used to operationalize learning in the clinical workplace, yet little is known about the emotions of learners feeling the responsibility when carrying out professional tasks. We explored the emotional experiences of medical students in their final clerkship year when performing clinical tasks. We used an online reflective diary. Text entries were analysed using inductive-deductive content analysis with reference to the EPA framework and the control-value theory of achievement emotions. Students described a wide range of emotions related to carrying out various clinical tasks. They reported positive-activating emotions, ranging from enjoyment to relaxation, and negative-deactivating emotions, ranging from anxiety to boredom. Emotions varied across individual students and were related to the characteristics of a task, an increasing level of autonomy, the students’ perceived ability to perform a task and the level of supervision provided. Emotions are widely present and impact on the workplace learning of medical students which is related to key elements of the EPA framework. Supervisors play a key role in eliciting positive-activating emotions and the motivation to learn by providing a level of supervision and guidance appropriate to the students’ perceived ability to perform the task.
DOI: 10.6084/m9.figshare.26797690
title: Development and delivery of justice, equity, diversity, inclusion, and anti-oppression concepts in entry-level health professional education: A scoping review: BEME Guide No. 88

description: Justice, equity, diversity, inclusion (JEDI), and anti-oppression (AO) concepts are necessary in healthcare settings to promote culturally safe and high-quality care; however, entry-level healthcare program curricula (EHPPC) may lack adequate integration and/or delivery of these concepts. The primary aim of this scoping review is to identify what guidelines, frameworks, and models (GFMs) are used, and how they are used, to develop and deliver JEDI, and AO concepts in mandatory EHPPC. A search of Ovid MEDLINE, Ovid EMBASE, and CINAHL was conducted for studies published in English from 2015 onwards that discuss what GFMs are included in mandatory EHPPC and how they guide the development and/or delivery of JEDI and/or AO concepts. Data from the included studies was collated into themes which were presented in tables and figures and described in narrative summaries. Sixty-one studies from various healthcare programs including medicine, nursing, pharmacy, dentistry, and dietetics were included in this review. Data from the studies were organized into eight categories: GFMs, concepts, methods of evaluation, length and frequency of sessions, modes of delivery, learning activities, and training of curricular developers and facilitators. GFMs are used in a variety of ways to integrate JEDI and/or AO concepts into health professional curriculum. Variability in the training of developers and facilitators of curricular concepts also exists. Future research is needed to determine if consistent or variable GFMs, as well as JEDI and/or AO developer and facilitator training, would be more effective for students’ learning of these concepts.
DOI: 10.6084/m9.figshare.26797690.v1
title: Development and delivery of justice, equity, diversity, inclusion, and anti-oppression concepts in entry-level health professional education: A scoping review: BEME Guide No. 88

description: Justice, equity, diversity, inclusion (JEDI), and anti-oppression (AO) concepts are necessary in healthcare settings to promote culturally safe and high-quality care; however, entry-level healthcare program curricula (EHPPC) may lack adequate integration and/or delivery of these concepts. The primary aim of this scoping review is to identify what guidelines, frameworks, and models (GFMs) are used, and how they are used, to develop and deliver JEDI, and AO concepts in mandatory EHPPC. A search of Ovid MEDLINE, Ovid EMBASE, and CINAHL was conducted for studies published in English from 2015 onwards that discuss what GFMs are included in mandatory EHPPC and how they guide the development and/or delivery of JEDI and/or AO concepts. Data from the included studies was collated into themes which were presented in tables and figures and described in narrative summaries. Sixty-one studies from various healthcare programs including medicine, nursing, pharmacy, dentistry, and dietetics were included in this review. Data from the studies were organized into eight categories: GFMs, concepts, methods of evaluation, length and frequency of sessions, modes of delivery, learning activities, and training of curricular developers and facilitators. GFMs are used in a variety of ways to integrate JEDI and/or AO concepts into health professional curriculum. Variability in the training of developers and facilitators of curricular concepts also exists. Future research is needed to determine if consistent or variable GFMs, as well as JEDI and/or AO developer and facilitator training, would be more effective for students’ learning of these concepts.
DOI: 10.6084/m9.figshare.25727443.v1
title: Physical and biophysical markers of assessment in medical training: A scoping review of the literature

description: Assessment in medical education has changed over time to measure the evolving skills required of current medical practice. Physical and biophysical markers of assessment attempt to use technology to gain insight into medical trainees’ knowledge, skills, and attitudes. The authors conducted a scoping review to map the literature on the use of physical and biophysical markers of assessment in medical training. The authors searched seven databases on 1 August 2022, for publications that utilized physical or biophysical markers in the assessment of medical trainees (medical students, residents, fellows, and synonymous terms used in other countries). Physical or biophysical markers included: heart rate and heart rate variability, visual tracking and attention, pupillometry, hand motion analysis, skin conductivity, salivary cortisol, functional magnetic resonance imaging (fMRI), and functional near-infrared spectroscopy (fNIRS). The authors mapped the relevant literature using Bloom’s taxonomy of knowledge, skills, and attitudes and extracted additional data including study design, study environment, and novice vs. expert differentiation from February to June 2023. Of 6,069 unique articles, 443 met inclusion criteria. The majority of studies assessed trainees using heart rate variability (<i>n</i> = 160, 36%) followed by visual attention (<i>n</i> = 143, 32%), hand motion analysis (<i>n</i> = 67, 15%), salivary cortisol (<i>n</i> = 67, 15%), fMRI (<i>n</i> = 29, 7%), skin conductivity (<i>n</i> = 26, 6%), fNIRs (<i>n</i> = 19, 4%), and pupillometry (<i>n</i> = 16, 4%). The majority of studies (<i>n</i> = 167, 38%) analyzed non-technical skills, followed by studies that analyzed technical skills (<i>n</i> = 155, 35%), knowledge (<i>n</i> = 114, 26%), and attitudinal skills (<i>n</i> = 61, 14%). 169 studies (38%) attempted to use physical or biophysical markers to differentiate between novice and expert. This review provides a comprehensive description of the current use of physical and biophysical markers in medical education training, including the current technology and skills assessed. Additionally, while physical and biophysical markers have the potential to augment current assessment in medical education, there remains significant gaps in research surrounding reliability, validity, cost, practicality, and educational impact of implementing these markers of assessment.
DOI: 10.6084/m9.figshare.25727443
title: Physical and biophysical markers of assessment in medical training: A scoping review of the literature

description: Assessment in medical education has changed over time to measure the evolving skills required of current medical practice. Physical and biophysical markers of assessment attempt to use technology to gain insight into medical trainees’ knowledge, skills, and attitudes. The authors conducted a scoping review to map the literature on the use of physical and biophysical markers of assessment in medical training. The authors searched seven databases on 1 August 2022, for publications that utilized physical or biophysical markers in the assessment of medical trainees (medical students, residents, fellows, and synonymous terms used in other countries). Physical or biophysical markers included: heart rate and heart rate variability, visual tracking and attention, pupillometry, hand motion analysis, skin conductivity, salivary cortisol, functional magnetic resonance imaging (fMRI), and functional near-infrared spectroscopy (fNIRS). The authors mapped the relevant literature using Bloom’s taxonomy of knowledge, skills, and attitudes and extracted additional data including study design, study environment, and novice vs. expert differentiation from February to June 2023. Of 6,069 unique articles, 443 met inclusion criteria. The majority of studies assessed trainees using heart rate variability (<i>n</i> = 160, 36%) followed by visual attention (<i>n</i> = 143, 32%), hand motion analysis (<i>n</i> = 67, 15%), salivary cortisol (<i>n</i> = 67, 15%), fMRI (<i>n</i> = 29, 7%), skin conductivity (<i>n</i> = 26, 6%), fNIRs (<i>n</i> = 19, 4%), and pupillometry (<i>n</i> = 16, 4%). The majority of studies (<i>n</i> = 167, 38%) analyzed non-technical skills, followed by studies that analyzed technical skills (<i>n</i> = 155, 35%), knowledge (<i>n</i> = 114, 26%), and attitudinal skills (<i>n</i> = 61, 14%). 169 studies (38%) attempted to use physical or biophysical markers to differentiate between novice and expert. This review provides a comprehensive description of the current use of physical and biophysical markers in medical education training, including the current technology and skills assessed. Additionally, while physical and biophysical markers have the potential to augment current assessment in medical education, there remains significant gaps in research surrounding reliability, validity, cost, practicality, and educational impact of implementing these markers of assessment.
DOI: 10.15468/dl.shm365
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesoplodon grayi von Haast, 1876",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 184 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003110-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7826f7
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesoplodon hectori (Gray, 1871)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003111-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awavgh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Brenthis ino (von Rottemburg, 1775)"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003112-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m8y4h
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepidodactylus yami Ota, 1987, Lepidodactylus manni Schmidt, 1923)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043766-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5xjf8
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepilemur leucopus (Forsyth Major, 1894)"
 ]
}

 The dataset includes 45 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076930-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p5n4b
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plestiodon callicephalus (Bocourt, 1879))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 243 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043833-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmhjxp
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenus rugipennis Sharp, 1874",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 213 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225801-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5w28b
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gehyra girloorloo Oliver, Bourke, Pratt, Doughty & Moritz, 2016)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043834-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvxqz8
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus L.",
 "HasCoordinate is true",
 "Geometry POLYGON((-79.7643571260786 40.5031810404783,-71.8684425108571 40.5031810404783,-71.8684425108571 45.0063836364397,-79.7643571260786 45.0063836364397,-79.7643571260786 40.5031810404783))",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "PublishingOrg" : [
 "is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 },
 "Year is 2022"
 ]
}

 The dataset includes 503 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184208-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xudgr8
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitalis canariensis L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 212 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076974-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdr23p
title: Occurrence Download

description: A dataset containing 3300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Centranthus lecoqii Jord."
 ]
}

 The dataset includes 3300 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073152-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvxagm
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alvania rosana Bartsch, 1911"
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076897-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6sp7b
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sesleria alba Sm."
 ]
}

 The dataset includes 199 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126682-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nansd8
title: Occurrence Download

description: A dataset containing 3895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitalis thapsi L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3895 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076963-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdsfc2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyrtodactylus kimberleyensis Bauer & Doughty, 2012)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043796-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhq676
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cryptoblepharus furvus Horner, 2007)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 55 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043862-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yckscx
title: Occurrence Download

description: A dataset containing 4310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaenorhinum origanifolium (L.) Fourr.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4310 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076915-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fukdj8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stenocercus angulifer (Werner, 1901))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043807-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzxqux
title: Occurrence Download

description: A dataset containing 10346367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "Year 2010-2022"
 ]
}

 The dataset includes 10346367 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076977-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3mvgc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United Kingdom of Great Britain and Northern Ireland)",
 "Year is greater than or equal to 1900",
 "TaxonKey is Trogoderma granarium Everts, 1898",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100518-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ehupdz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stenocercus cadlei Torres-Carvajal & Mafla-Endara, 2013)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043821-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgmt5x
title: Occurrence Download

description: A dataset containing 2770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Geomys breviceps Baird, 1855"
 ]
}

 The dataset includes 2770 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115582-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.