Using peer review to distribute group work marks equitably between medical students View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2017-12

AUTHORS

Alex R Cook, Mikael Hartman, Nan Luo, Judy Sng, Ngan Phoon Fong, Wei Yen Lim, Mark I-Cheng Chen, Mee Lian Wong, Natarajan Rajaraman, Jeannette Jen-Mai Lee, Gerald Choon-Huat Koh

ABSTRACT

BACKGROUND: Although peer assessment has been used for evaluating performance of medical students and practicing doctors, it has not been studied as a method to distribute a common group work mark equitably to medical students working in large groups where tutors cannot observe all students constantly. METHODS: The authors developed and evaluated a mathematical formulation whereby a common group mark could be distributed among group members using peer assessment of individual contributions to group work, maintaining inter-group variation in group work scores. This was motivated by community health projects undertaken by large groups of year four medical students at the National University of Singapore, and the new and old formulations are presented via application to 263 students in seven groups of 36 to 40 during the academic year 2012/2013. RESULTS: This novel formulation produced a less clustered mark distribution that rewarded students who contributed more to their team. Although collusion among some members to form a voting alliance and 'personal vendettas' were potential problems, the former was not detected and the latter had little impact on the overall grade a student received when working in a large group. The majority of students thought the new formulation was fairer. CONCLUSIONS: The new formulation is easy to implement and arguably awards grades more equitably in modules where group work is a major component. More... »

PAGES

172

References to SciGraph publications

Identifiers

URI

http://scigraph.springernature.com/pub.10.1186/s12909-017-0987-z

DOI

http://dx.doi.org/10.1186/s12909-017-0987-z

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1091875768

PUBMED

https://www.ncbi.nlm.nih.gov/pubmed/28931382


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/1303", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Specialist Studies In Education", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/13", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Education", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Clinical Competence", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Education, Medical, Undergraduate", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Educational Measurement", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Humans", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Models, Theoretical", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Motivation", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Peer Review", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Program Evaluation", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Students, Medical", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Cook", 
        "givenName": "Alex R", 
        "id": "sg:person.01034341733.34", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01034341733.34"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "National University Hospital", 
          "id": "https://www.grid.ac/institutes/grid.412106.0", 
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore", 
            "National University Hospital, Department of Surgery, National University Health System, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Hartman", 
        "givenName": "Mikael", 
        "id": "sg:person.01300102046.39", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01300102046.39"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Luo", 
        "givenName": "Nan", 
        "id": "sg:person.01214166365.50", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01214166365.50"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sng", 
        "givenName": "Judy", 
        "id": "sg:person.0741035470.33", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0741035470.33"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Fong", 
        "givenName": "Ngan Phoon", 
        "id": "sg:person.01221330111.00", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01221330111.00"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lim", 
        "givenName": "Wei Yen", 
        "id": "sg:person.01013433637.16", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01013433637.16"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Tan Tock Seng Hospital", 
          "id": "https://www.grid.ac/institutes/grid.240988.f", 
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore", 
            "Communicable Disease Centre, Tan Tock Seng Hospital, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Chen", 
        "givenName": "Mark I-Cheng", 
        "id": "sg:person.0634357115.84", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0634357115.84"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Wong", 
        "givenName": "Mee Lian", 
        "id": "sg:person.010031131132.63", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010031131132.63"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Rajaraman", 
        "givenName": "Natarajan", 
        "id": "sg:person.012251610443.16", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012251610443.16"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore", 
            "Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lee", 
        "givenName": "Jeannette Jen-Mai", 
        "id": "sg:person.01352777170.71", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01352777170.71"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore", 
            "Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Koh", 
        "givenName": "Gerald Choon-Huat", 
        "id": "sg:person.012042470242.38", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012042470242.38"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "https://doi.org/10.1111/j.1365-2929.2005.02372.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1008236648"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1365-2929.2005.02372.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1008236648"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/1010539511399119", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012413502"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/1010539511399119", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012413502"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1365-2929.2005.02193.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1022127339"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1365-2929.2005.02193.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1022127339"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1365-2929.2006.02565.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023494133"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1365-2923.1977.tb00586.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1024413063"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1365-2923.2007.02819.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1027391315"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1001/jama.1993.03500130069034", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1028312355"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1017/s1368980013002413", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1032466903"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1126/science.162.3859.1243", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1037087187"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1365-2929.2006.02540.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1042950608"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.nepr.2013.07.012", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1044469432"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/00001888-199604000-00014", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1045998315"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/00001888-199604000-00014", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1045998315"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1159/000345036", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1049009463"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/1472-6963-14-300", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1053457332", 
          "https://doi.org/10.1186/1472-6963-14-300"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://app.dimensions.ai/details/publication/pub.1081273607", 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2017-12", 
    "datePublishedReg": "2017-12-01", 
    "description": "BACKGROUND: Although peer assessment has been used for evaluating performance of medical students and practicing doctors, it has not been studied as a method to distribute a common group work mark equitably to medical students working in large groups where tutors cannot observe all students constantly.\nMETHODS: The authors developed and evaluated a mathematical formulation whereby a common group mark could be distributed among group members using peer assessment of individual contributions to group work, maintaining inter-group variation in group work scores. This was motivated by community health projects undertaken by large groups of year four medical students at the National University of Singapore, and the new and old formulations are presented via application to 263 students in seven groups of 36 to 40 during the academic year 2012/2013.\nRESULTS: This novel formulation produced a less clustered mark distribution that rewarded students who contributed more to their team. Although collusion among some members to form a voting alliance and 'personal vendettas' were potential problems, the former was not detected and the latter had little impact on the overall grade a student received when working in a large group. The majority of students thought the new formulation was fairer.\nCONCLUSIONS: The new formulation is easy to implement and arguably awards grades more equitably in modules where group work is a major component.", 
    "genre": "research_article", 
    "id": "sg:pub.10.1186/s12909-017-0987-z", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": true, 
    "isPartOf": [
      {
        "id": "sg:journal.1028429", 
        "issn": [
          "1472-6920"
        ], 
        "name": "BMC Medical Education", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "1", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "17"
      }
    ], 
    "name": "Using peer review to distribute group work marks equitably between medical students", 
    "pagination": "172", 
    "productId": [
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "c759dce56121eff31a5cf976dbd8c04628f0cbb31f525955e760e65775753cbb"
        ]
      }, 
      {
        "name": "pubmed_id", 
        "type": "PropertyValue", 
        "value": [
          "28931382"
        ]
      }, 
      {
        "name": "nlm_unique_id", 
        "type": "PropertyValue", 
        "value": [
          "101088679"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1186/s12909-017-0987-z"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1091875768"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1186/s12909-017-0987-z", 
      "https://app.dimensions.ai/details/publication/pub.1091875768"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2019-04-11T00:20", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8695_00000535.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "http://link.springer.com/10.1186%2Fs12909-017-0987-z"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1186/s12909-017-0987-z'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1186/s12909-017-0987-z'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1186/s12909-017-0987-z'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1186/s12909-017-0987-z'


 

This table displays all metadata directly associated to this object as RDF triples.

244 TRIPLES      21 PREDICATES      53 URIs      30 LITERALS      18 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1186/s12909-017-0987-z schema:about N08c95f7457384ea7b0d7c481f2c769d4
2 N0cd0b85a908840a38790a8200d5cfa57
3 N42ed535917784465b6ccaf172133e065
4 N452a0966a56e446b90308e766737ffa2
5 N710cae72377744ae870cf917391491d0
6 N745e9737fedb422fb769df93b62ec53f
7 N7d8542c6a1494a1ebc50d19a7b1ac3b1
8 Nde0700ba85e34d6a863b36d1b20adf10
9 Neec2159f3833461c9a4e1ad58d53ca48
10 anzsrc-for:13
11 anzsrc-for:1303
12 schema:author N6245679869c0464f87d3ec3bf6335ed9
13 schema:citation sg:pub.10.1186/1472-6963-14-300
14 https://app.dimensions.ai/details/publication/pub.1081273607
15 https://doi.org/10.1001/jama.1993.03500130069034
16 https://doi.org/10.1016/j.nepr.2013.07.012
17 https://doi.org/10.1017/s1368980013002413
18 https://doi.org/10.1097/00001888-199604000-00014
19 https://doi.org/10.1111/j.1365-2923.1977.tb00586.x
20 https://doi.org/10.1111/j.1365-2923.2007.02819.x
21 https://doi.org/10.1111/j.1365-2929.2005.02193.x
22 https://doi.org/10.1111/j.1365-2929.2005.02372.x
23 https://doi.org/10.1111/j.1365-2929.2006.02540.x
24 https://doi.org/10.1111/j.1365-2929.2006.02565.x
25 https://doi.org/10.1126/science.162.3859.1243
26 https://doi.org/10.1159/000345036
27 https://doi.org/10.1177/1010539511399119
28 schema:datePublished 2017-12
29 schema:datePublishedReg 2017-12-01
30 schema:description BACKGROUND: Although peer assessment has been used for evaluating performance of medical students and practicing doctors, it has not been studied as a method to distribute a common group work mark equitably to medical students working in large groups where tutors cannot observe all students constantly. METHODS: The authors developed and evaluated a mathematical formulation whereby a common group mark could be distributed among group members using peer assessment of individual contributions to group work, maintaining inter-group variation in group work scores. This was motivated by community health projects undertaken by large groups of year four medical students at the National University of Singapore, and the new and old formulations are presented via application to 263 students in seven groups of 36 to 40 during the academic year 2012/2013. RESULTS: This novel formulation produced a less clustered mark distribution that rewarded students who contributed more to their team. Although collusion among some members to form a voting alliance and 'personal vendettas' were potential problems, the former was not detected and the latter had little impact on the overall grade a student received when working in a large group. The majority of students thought the new formulation was fairer. CONCLUSIONS: The new formulation is easy to implement and arguably awards grades more equitably in modules where group work is a major component.
31 schema:genre research_article
32 schema:inLanguage en
33 schema:isAccessibleForFree true
34 schema:isPartOf N0a822e36ff204b2d9be5c50d224c7edd
35 N89b963fbd9c54e9eb4c70a2ee440b28a
36 sg:journal.1028429
37 schema:name Using peer review to distribute group work marks equitably between medical students
38 schema:pagination 172
39 schema:productId N77d01b52b7104c09a3ebce5781d164f2
40 N84e469e9373143af84c310d7a0b3df35
41 Nac8d38ae381b4e30aa59ccc0e087c4c8
42 Ndfa4b801de4c4f7b8de5a6bc32aa385e
43 Nfc4555d1d2a7472cad73aba6a6b79be9
44 schema:sameAs https://app.dimensions.ai/details/publication/pub.1091875768
45 https://doi.org/10.1186/s12909-017-0987-z
46 schema:sdDatePublished 2019-04-11T00:20
47 schema:sdLicense https://scigraph.springernature.com/explorer/license/
48 schema:sdPublisher N6b46917d64d24814948f388e86468c61
49 schema:url http://link.springer.com/10.1186%2Fs12909-017-0987-z
50 sgo:license sg:explorer/license/
51 sgo:sdDataset articles
52 rdf:type schema:ScholarlyArticle
53 N08c95f7457384ea7b0d7c481f2c769d4 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
54 schema:name Education, Medical, Undergraduate
55 rdf:type schema:DefinedTerm
56 N0a822e36ff204b2d9be5c50d224c7edd schema:volumeNumber 17
57 rdf:type schema:PublicationVolume
58 N0cd0b85a908840a38790a8200d5cfa57 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
59 schema:name Educational Measurement
60 rdf:type schema:DefinedTerm
61 N0ed7c71b8f3241848d5a62438537107d rdf:first sg:person.01221330111.00
62 rdf:rest N11281a01432546839a2afdf879ca29c7
63 N11281a01432546839a2afdf879ca29c7 rdf:first sg:person.01013433637.16
64 rdf:rest N77fff4ec37114e28a512be11b14fef89
65 N42ed535917784465b6ccaf172133e065 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
66 schema:name Clinical Competence
67 rdf:type schema:DefinedTerm
68 N452a0966a56e446b90308e766737ffa2 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
69 schema:name Peer Review
70 rdf:type schema:DefinedTerm
71 N6245679869c0464f87d3ec3bf6335ed9 rdf:first sg:person.01034341733.34
72 rdf:rest Ned54aa59d477466787af7c077e09d134
73 N6b46917d64d24814948f388e86468c61 schema:name Springer Nature - SN SciGraph project
74 rdf:type schema:Organization
75 N6d2091415ce84afdac0f9b2262f0162f rdf:first sg:person.010031131132.63
76 rdf:rest Nac997787bbd94844be7f6b3a1d7ee32f
77 N710cae72377744ae870cf917391491d0 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
78 schema:name Motivation
79 rdf:type schema:DefinedTerm
80 N745e9737fedb422fb769df93b62ec53f schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
81 schema:name Students, Medical
82 rdf:type schema:DefinedTerm
83 N77d01b52b7104c09a3ebce5781d164f2 schema:name doi
84 schema:value 10.1186/s12909-017-0987-z
85 rdf:type schema:PropertyValue
86 N77fff4ec37114e28a512be11b14fef89 rdf:first sg:person.0634357115.84
87 rdf:rest N6d2091415ce84afdac0f9b2262f0162f
88 N7d8542c6a1494a1ebc50d19a7b1ac3b1 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
89 schema:name Models, Theoretical
90 rdf:type schema:DefinedTerm
91 N84e469e9373143af84c310d7a0b3df35 schema:name nlm_unique_id
92 schema:value 101088679
93 rdf:type schema:PropertyValue
94 N89b963fbd9c54e9eb4c70a2ee440b28a schema:issueNumber 1
95 rdf:type schema:PublicationIssue
96 N95bc20ace1604350a98b0f4a4c33352d schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
97 rdf:type schema:Organization
98 N9722a2aec326446e99bc1898acabceef schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
99 rdf:type schema:Organization
100 N983480f2d83f446683d734a641a4a42d schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
101 rdf:type schema:Organization
102 Na4337fa73f9a4a8e9bc4737fe4b7a0ef rdf:first sg:person.01352777170.71
103 rdf:rest Nf9b39c85de874f5fbe90705a2b70120c
104 Naa44811aaf884f91aba9484a27f09b76 schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
105 Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
106 rdf:type schema:Organization
107 Nac8d38ae381b4e30aa59ccc0e087c4c8 schema:name readcube_id
108 schema:value c759dce56121eff31a5cf976dbd8c04628f0cbb31f525955e760e65775753cbb
109 rdf:type schema:PropertyValue
110 Nac997787bbd94844be7f6b3a1d7ee32f rdf:first sg:person.012251610443.16
111 rdf:rest Na4337fa73f9a4a8e9bc4737fe4b7a0ef
112 Nacb8607a318743b09f02c03e17bfe7c3 schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
113 rdf:type schema:Organization
114 Nb1fffbb2b2444baa92ed2130ce836565 schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
115 Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
116 rdf:type schema:Organization
117 Nba22bf57b48f475eb53b48be1d267c87 rdf:first sg:person.0741035470.33
118 rdf:rest N0ed7c71b8f3241848d5a62438537107d
119 Ncc0513eb7b764d2f93af08d7d6dc71da schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
120 rdf:type schema:Organization
121 Nde0700ba85e34d6a863b36d1b20adf10 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
122 schema:name Humans
123 rdf:type schema:DefinedTerm
124 Ndfa4b801de4c4f7b8de5a6bc32aa385e schema:name dimensions_id
125 schema:value pub.1091875768
126 rdf:type schema:PropertyValue
127 Ne81c00ffd88043a99cb88dca9cc635cc rdf:first sg:person.01214166365.50
128 rdf:rest Nba22bf57b48f475eb53b48be1d267c87
129 Ned54aa59d477466787af7c077e09d134 rdf:first sg:person.01300102046.39
130 rdf:rest Ne81c00ffd88043a99cb88dca9cc635cc
131 Neec2159f3833461c9a4e1ad58d53ca48 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
132 schema:name Program Evaluation
133 rdf:type schema:DefinedTerm
134 Nefb405a25ae74079974b9279ff2245cf schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
135 rdf:type schema:Organization
136 Nf021293db66f4967b6ea409b00e60a2c schema:name Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
137 rdf:type schema:Organization
138 Nf9b39c85de874f5fbe90705a2b70120c rdf:first sg:person.012042470242.38
139 rdf:rest rdf:nil
140 Nfc4555d1d2a7472cad73aba6a6b79be9 schema:name pubmed_id
141 schema:value 28931382
142 rdf:type schema:PropertyValue
143 anzsrc-for:13 schema:inDefinedTermSet anzsrc-for:
144 schema:name Education
145 rdf:type schema:DefinedTerm
146 anzsrc-for:1303 schema:inDefinedTermSet anzsrc-for:
147 schema:name Specialist Studies In Education
148 rdf:type schema:DefinedTerm
149 sg:journal.1028429 schema:issn 1472-6920
150 schema:name BMC Medical Education
151 rdf:type schema:Periodical
152 sg:person.010031131132.63 schema:affiliation Ncc0513eb7b764d2f93af08d7d6dc71da
153 schema:familyName Wong
154 schema:givenName Mee Lian
155 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010031131132.63
156 rdf:type schema:Person
157 sg:person.01013433637.16 schema:affiliation N9722a2aec326446e99bc1898acabceef
158 schema:familyName Lim
159 schema:givenName Wei Yen
160 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01013433637.16
161 rdf:type schema:Person
162 sg:person.01034341733.34 schema:affiliation Nf021293db66f4967b6ea409b00e60a2c
163 schema:familyName Cook
164 schema:givenName Alex R
165 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01034341733.34
166 rdf:type schema:Person
167 sg:person.012042470242.38 schema:affiliation Nb1fffbb2b2444baa92ed2130ce836565
168 schema:familyName Koh
169 schema:givenName Gerald Choon-Huat
170 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012042470242.38
171 rdf:type schema:Person
172 sg:person.01214166365.50 schema:affiliation Nefb405a25ae74079974b9279ff2245cf
173 schema:familyName Luo
174 schema:givenName Nan
175 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01214166365.50
176 rdf:type schema:Person
177 sg:person.01221330111.00 schema:affiliation N983480f2d83f446683d734a641a4a42d
178 schema:familyName Fong
179 schema:givenName Ngan Phoon
180 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01221330111.00
181 rdf:type schema:Person
182 sg:person.012251610443.16 schema:affiliation Nacb8607a318743b09f02c03e17bfe7c3
183 schema:familyName Rajaraman
184 schema:givenName Natarajan
185 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012251610443.16
186 rdf:type schema:Person
187 sg:person.01300102046.39 schema:affiliation https://www.grid.ac/institutes/grid.412106.0
188 schema:familyName Hartman
189 schema:givenName Mikael
190 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01300102046.39
191 rdf:type schema:Person
192 sg:person.01352777170.71 schema:affiliation Naa44811aaf884f91aba9484a27f09b76
193 schema:familyName Lee
194 schema:givenName Jeannette Jen-Mai
195 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01352777170.71
196 rdf:type schema:Person
197 sg:person.0634357115.84 schema:affiliation https://www.grid.ac/institutes/grid.240988.f
198 schema:familyName Chen
199 schema:givenName Mark I-Cheng
200 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0634357115.84
201 rdf:type schema:Person
202 sg:person.0741035470.33 schema:affiliation N95bc20ace1604350a98b0f4a4c33352d
203 schema:familyName Sng
204 schema:givenName Judy
205 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0741035470.33
206 rdf:type schema:Person
207 sg:pub.10.1186/1472-6963-14-300 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053457332
208 https://doi.org/10.1186/1472-6963-14-300
209 rdf:type schema:CreativeWork
210 https://app.dimensions.ai/details/publication/pub.1081273607 schema:CreativeWork
211 https://doi.org/10.1001/jama.1993.03500130069034 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028312355
212 rdf:type schema:CreativeWork
213 https://doi.org/10.1016/j.nepr.2013.07.012 schema:sameAs https://app.dimensions.ai/details/publication/pub.1044469432
214 rdf:type schema:CreativeWork
215 https://doi.org/10.1017/s1368980013002413 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032466903
216 rdf:type schema:CreativeWork
217 https://doi.org/10.1097/00001888-199604000-00014 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045998315
218 rdf:type schema:CreativeWork
219 https://doi.org/10.1111/j.1365-2923.1977.tb00586.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1024413063
220 rdf:type schema:CreativeWork
221 https://doi.org/10.1111/j.1365-2923.2007.02819.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1027391315
222 rdf:type schema:CreativeWork
223 https://doi.org/10.1111/j.1365-2929.2005.02193.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1022127339
224 rdf:type schema:CreativeWork
225 https://doi.org/10.1111/j.1365-2929.2005.02372.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1008236648
226 rdf:type schema:CreativeWork
227 https://doi.org/10.1111/j.1365-2929.2006.02540.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1042950608
228 rdf:type schema:CreativeWork
229 https://doi.org/10.1111/j.1365-2929.2006.02565.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1023494133
230 rdf:type schema:CreativeWork
231 https://doi.org/10.1126/science.162.3859.1243 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037087187
232 rdf:type schema:CreativeWork
233 https://doi.org/10.1159/000345036 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049009463
234 rdf:type schema:CreativeWork
235 https://doi.org/10.1177/1010539511399119 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012413502
236 rdf:type schema:CreativeWork
237 https://www.grid.ac/institutes/grid.240988.f schema:alternateName Tan Tock Seng Hospital
238 schema:name Communicable Disease Centre, Tan Tock Seng Hospital, Singapore, Singapore
239 Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
240 rdf:type schema:Organization
241 https://www.grid.ac/institutes/grid.412106.0 schema:alternateName National University Hospital
242 schema:name National University Hospital, Department of Surgery, National University Health System, Singapore, Singapore
243 Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, 117549, Singapore, Singapore
244 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...