A manifesto for reproducible science View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2017-01-10

AUTHORS

Marcus R. Munafò, Brian A. Nosek, Dorothy V. M. Bishop, Katherine S. Button, Christopher D. Chambers, Nathalie Percie du Sert, Uri Simonsohn, Eric-Jan Wagenmakers, Jennifer J. Ware, John P. A. Ioannidis

ABSTRACT

Improving the reliability and efficiency of scientific research will increase the credibility of the published scientific literature and accelerate discovery. Here we argue for the adoption of measures to optimize key elements of the scientific process: methods, reporting and dissemination, reproducibility, evaluation and incentives. There is some evidence from both simulations and empirical studies supporting the likely effectiveness of these measures, but their broad adoption by researchers, institutions, funders and journals will require iterative evaluation and improvement. We discuss the goals of these measures, and how they can be implemented, in the hope that this will facilitate action toward improving the transparency, reproducibility and efficiency of scientific research. More... »

PAGES

0021

Identifiers

URI

http://scigraph.springernature.com/pub.10.1038/s41562-016-0021

DOI

http://dx.doi.org/10.1038/s41562-016-0021

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1016358111

PUBMED

https://www.ncbi.nlm.nih.gov/pubmed/33954258


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/2008/14", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Economics", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/1402", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Applied Economics", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "UK Centre for Tobacco and Alcohol Studies, School of Experimental Psychology, University of Bristol, 12a Priory Road, BS8 1TU, Bristol, UK", 
          "id": "http://www.grid.ac/institutes/grid.5337.2", 
          "name": [
            "MRC Integrative Epidemiology Unit, University of Bristol, BS8 2BN, Bristol, UK", 
            "UK Centre for Tobacco and Alcohol Studies, School of Experimental Psychology, University of Bristol, 12a Priory Road, BS8 1TU, Bristol, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Munaf\u00f2", 
        "givenName": "Marcus R.", 
        "id": "sg:person.012323752451.84", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012323752451.84"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Center for Open Science, 22903, Charlottesville, Virginia, USA", 
          "id": "http://www.grid.ac/institutes/grid.466501.0", 
          "name": [
            "Department of Psychology, University of Virginia, 22904, Charlottesville, Virginia, USA", 
            "Center for Open Science, 22903, Charlottesville, Virginia, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Nosek", 
        "givenName": "Brian A.", 
        "id": "sg:person.0747076431.89", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0747076431.89"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Department of Experimental Psychology, University of Oxford, 9 South Parks Road, OX1 3UD, Oxford, UK", 
          "id": "http://www.grid.ac/institutes/grid.4991.5", 
          "name": [
            "Department of Experimental Psychology, University of Oxford, 9 South Parks Road, OX1 3UD, Oxford, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Bishop", 
        "givenName": "Dorothy V. M.", 
        "id": "sg:person.015370564672.80", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015370564672.80"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Department of Psychology, University of Bath, BS2 7AY, Bath, UK", 
          "id": "http://www.grid.ac/institutes/grid.7340.0", 
          "name": [
            "Department of Psychology, University of Bath, BS2 7AY, Bath, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Button", 
        "givenName": "Katherine S.", 
        "id": "sg:person.01331760341.02", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01331760341.02"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Cardiff University Brain Research Imaging Centre, School of Psychology, Cardiff University, CF24 4HQ, Cardiff, UK", 
          "id": "http://www.grid.ac/institutes/grid.5600.3", 
          "name": [
            "Cardiff University Brain Research Imaging Centre, School of Psychology, Cardiff University, CF24 4HQ, Cardiff, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Chambers", 
        "givenName": "Christopher D.", 
        "id": "sg:person.0771026720.78", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0771026720.78"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "National Centre for the Replacement, Refinement and Reduction of Animals in Research (NC3Rs), NW1 2BE, London, UK", 
          "id": "http://www.grid.ac/institutes/grid.453088.2", 
          "name": [
            "National Centre for the Replacement, Refinement and Reduction of Animals in Research (NC3Rs), NW1 2BE, London, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Percie du Sert", 
        "givenName": "Nathalie", 
        "id": "sg:person.01123211307.87", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01123211307.87"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "The Wharton School, University of Pennsylvania, 19104, Philadelphia, Pennsylvania, USA", 
          "id": "http://www.grid.ac/institutes/grid.25879.31", 
          "name": [
            "The Wharton School, University of Pennsylvania, 19104, Philadelphia, Pennsylvania, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Simonsohn", 
        "givenName": "Uri", 
        "id": "sg:person.01335113720.84", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01335113720.84"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Department of Psychology, University of Amsterdam, 1018 WT, Amsterdam, Netherlands", 
          "id": "http://www.grid.ac/institutes/grid.7177.6", 
          "name": [
            "Department of Psychology, University of Amsterdam, 1018 WT, Amsterdam, Netherlands"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Wagenmakers", 
        "givenName": "Eric-Jan", 
        "id": "sg:person.0770270167.53", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0770270167.53"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "CHDI Management/CHDI Foundation, 10001, New York, New York, USA", 
          "id": "http://www.grid.ac/institutes/grid.453209.9", 
          "name": [
            "CHDI Management/CHDI Foundation, 10001, New York, New York, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ware", 
        "givenName": "Jennifer J.", 
        "id": "sg:person.0731151366.62", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0731151366.62"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Department of Statistics, Stanford University School of Humanities and Sciences, 94305, Stanford, California, USA", 
          "id": "http://www.grid.ac/institutes/grid.168010.e", 
          "name": [
            "Meta-Research Innovation Center at Stanford (METRICS), Stanford University, 94304, Stanford, California, USA", 
            "Department of Medicine and Department of Health Research and Policy, Stanford Prevention Research Center, Stanford University School of Medicine, 94305, Stanford, California, USA", 
            "Department of Statistics, Stanford University School of Humanities and Sciences, 94305, Stanford, California, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ioannidis", 
        "givenName": "John P. A.", 
        "id": "sg:person.015607417277.46", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015607417277.46"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "sg:pub.10.1038/526187a", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020036033", 
          "https://doi.org/10.1038/526187a"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/nrn3475", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1027727146", 
          "https://doi.org/10.1038/nrn3475"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/nbt.3004", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1019671106", 
          "https://doi.org/10.1038/nbt.3004"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/533452a", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1010295273", 
          "https://doi.org/10.1038/533452a"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s40359-016-0167-7", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1036407610", 
          "https://doi.org/10.1186/s40359-016-0167-7"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/nature12786", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1038815588", 
          "https://doi.org/10.1038/nature12786"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s10654-016-0149-3", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1028361715", 
          "https://doi.org/10.1007/s10654-016-0149-3"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/526182a", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1042829231", 
          "https://doi.org/10.1038/526182a"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2017-01-10", 
    "datePublishedReg": "2017-01-10", 
    "description": "Improving the reliability and efficiency of scientific research will increase the credibility of the published scientific literature and accelerate discovery. Here we argue for the adoption of measures to optimize key elements of the scientific process: methods, reporting and dissemination, reproducibility, evaluation and incentives. There is some evidence from both simulations and empirical studies supporting the likely effectiveness of these measures, but their broad adoption by researchers, institutions, funders and journals will require iterative evaluation and improvement. We discuss the goals of these measures, and how they can be implemented, in the hope that this will facilitate action toward improving the transparency, reproducibility and efficiency of scientific research.", 
    "genre": "article", 
    "id": "sg:pub.10.1038/s41562-016-0021", 
    "isAccessibleForFree": true, 
    "isFundedItemOf": [
      {
        "id": "sg:grant.2787543", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.3560132", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.3626066", 
        "type": "MonetaryGrant"
      }
    ], 
    "isPartOf": [
      {
        "id": "sg:journal.1284453", 
        "issn": [
          "2397-3374"
        ], 
        "name": "Nature Human Behaviour", 
        "publisher": "Springer Nature", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "1", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "1"
      }
    ], 
    "keywords": [
      "scientific research", 
      "scientific process", 
      "adoption of measures", 
      "empirical study", 
      "manifesto", 
      "science", 
      "scientific literature", 
      "adoption", 
      "key elements", 
      "likely effectiveness", 
      "institutions", 
      "hope", 
      "research", 
      "credibility", 
      "reporting", 
      "incentives", 
      "broad adoption", 
      "researchers", 
      "funders", 
      "journals", 
      "transparency", 
      "literature", 
      "measures", 
      "iterative evaluation", 
      "goal", 
      "action", 
      "reproducible science", 
      "efficiency", 
      "discovery", 
      "elements", 
      "dissemination", 
      "evidence", 
      "effectiveness", 
      "reliability", 
      "process", 
      "evaluation", 
      "study", 
      "improvement", 
      "published scientific literature", 
      "method", 
      "simulations", 
      "reproducibility"
    ], 
    "name": "A manifesto for reproducible science", 
    "pagination": "0021", 
    "productId": [
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1016358111"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1038/s41562-016-0021"
        ]
      }, 
      {
        "name": "pubmed_id", 
        "type": "PropertyValue", 
        "value": [
          "33954258"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1038/s41562-016-0021", 
      "https://app.dimensions.ai/details/publication/pub.1016358111"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2022-08-04T17:05", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-springernature-scigraph/baseset/20220804/entities/gbq_results/article/article_722.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "https://doi.org/10.1038/s41562-016-0021"
  }
]
 

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.10.1038/s41562-016-0021'

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

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1038/s41562-016-0021'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1038/s41562-016-0021'

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

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1038/s41562-016-0021'


 

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

234 TRIPLES      21 PREDICATES      75 URIs      59 LITERALS      7 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1038/s41562-016-0021 schema:about anzsrc-for:14
2 anzsrc-for:1402
3 schema:author Nf9061a01498d44c4a391700cdf47fbd6
4 schema:citation sg:pub.10.1007/s10654-016-0149-3
5 sg:pub.10.1038/526182a
6 sg:pub.10.1038/526187a
7 sg:pub.10.1038/533452a
8 sg:pub.10.1038/nature12786
9 sg:pub.10.1038/nbt.3004
10 sg:pub.10.1038/nrn3475
11 sg:pub.10.1186/s40359-016-0167-7
12 schema:datePublished 2017-01-10
13 schema:datePublishedReg 2017-01-10
14 schema:description Improving the reliability and efficiency of scientific research will increase the credibility of the published scientific literature and accelerate discovery. Here we argue for the adoption of measures to optimize key elements of the scientific process: methods, reporting and dissemination, reproducibility, evaluation and incentives. There is some evidence from both simulations and empirical studies supporting the likely effectiveness of these measures, but their broad adoption by researchers, institutions, funders and journals will require iterative evaluation and improvement. We discuss the goals of these measures, and how they can be implemented, in the hope that this will facilitate action toward improving the transparency, reproducibility and efficiency of scientific research.
15 schema:genre article
16 schema:isAccessibleForFree true
17 schema:isPartOf N62cb4a2402ab405fb92bcd6d60671de3
18 Nf866033619c247258a42330cc9e9f2ef
19 sg:journal.1284453
20 schema:keywords action
21 adoption
22 adoption of measures
23 broad adoption
24 credibility
25 discovery
26 dissemination
27 effectiveness
28 efficiency
29 elements
30 empirical study
31 evaluation
32 evidence
33 funders
34 goal
35 hope
36 improvement
37 incentives
38 institutions
39 iterative evaluation
40 journals
41 key elements
42 likely effectiveness
43 literature
44 manifesto
45 measures
46 method
47 process
48 published scientific literature
49 reliability
50 reporting
51 reproducibility
52 reproducible science
53 research
54 researchers
55 science
56 scientific literature
57 scientific process
58 scientific research
59 simulations
60 study
61 transparency
62 schema:name A manifesto for reproducible science
63 schema:pagination 0021
64 schema:productId N09aa8245db5b4dc8a5dc2afd51b45c6d
65 N25cde2725ce54363888670e12519cad2
66 N34989280a2184ff0a5006195a3ee7ff8
67 schema:sameAs https://app.dimensions.ai/details/publication/pub.1016358111
68 https://doi.org/10.1038/s41562-016-0021
69 schema:sdDatePublished 2022-08-04T17:05
70 schema:sdLicense https://scigraph.springernature.com/explorer/license/
71 schema:sdPublisher N3010e26a689b4e3eb2b5cdc696acda35
72 schema:url https://doi.org/10.1038/s41562-016-0021
73 sgo:license sg:explorer/license/
74 sgo:sdDataset articles
75 rdf:type schema:ScholarlyArticle
76 N09aa8245db5b4dc8a5dc2afd51b45c6d schema:name doi
77 schema:value 10.1038/s41562-016-0021
78 rdf:type schema:PropertyValue
79 N0d74e0378d9e43409d3d65b0efbe5cb6 rdf:first sg:person.01123211307.87
80 rdf:rest N5d8c1199e28b4a0687b61b47da128fda
81 N25044e377cf549538168f4857d0798e6 rdf:first sg:person.0771026720.78
82 rdf:rest N0d74e0378d9e43409d3d65b0efbe5cb6
83 N25cde2725ce54363888670e12519cad2 schema:name dimensions_id
84 schema:value pub.1016358111
85 rdf:type schema:PropertyValue
86 N3010e26a689b4e3eb2b5cdc696acda35 schema:name Springer Nature - SN SciGraph project
87 rdf:type schema:Organization
88 N34989280a2184ff0a5006195a3ee7ff8 schema:name pubmed_id
89 schema:value 33954258
90 rdf:type schema:PropertyValue
91 N5d8c1199e28b4a0687b61b47da128fda rdf:first sg:person.01335113720.84
92 rdf:rest N98e9b0d74a614b22996aa71ebb919f42
93 N607011e42e0942c5b9763773236b114e rdf:first sg:person.01331760341.02
94 rdf:rest N25044e377cf549538168f4857d0798e6
95 N62cb4a2402ab405fb92bcd6d60671de3 schema:volumeNumber 1
96 rdf:type schema:PublicationVolume
97 N98e9b0d74a614b22996aa71ebb919f42 rdf:first sg:person.0770270167.53
98 rdf:rest Nfc248c5633f9481fa43a148df2b02947
99 Ncffb559752f34c74aac522e4a1af77aa rdf:first sg:person.015607417277.46
100 rdf:rest rdf:nil
101 Nf7aa6308255b4f6abd664e688baf14c8 rdf:first sg:person.0747076431.89
102 rdf:rest Nf9186af764424ddf99b19e85b0e1675e
103 Nf866033619c247258a42330cc9e9f2ef schema:issueNumber 1
104 rdf:type schema:PublicationIssue
105 Nf9061a01498d44c4a391700cdf47fbd6 rdf:first sg:person.012323752451.84
106 rdf:rest Nf7aa6308255b4f6abd664e688baf14c8
107 Nf9186af764424ddf99b19e85b0e1675e rdf:first sg:person.015370564672.80
108 rdf:rest N607011e42e0942c5b9763773236b114e
109 Nfc248c5633f9481fa43a148df2b02947 rdf:first sg:person.0731151366.62
110 rdf:rest Ncffb559752f34c74aac522e4a1af77aa
111 anzsrc-for:14 schema:inDefinedTermSet anzsrc-for:
112 schema:name Economics
113 rdf:type schema:DefinedTerm
114 anzsrc-for:1402 schema:inDefinedTermSet anzsrc-for:
115 schema:name Applied Economics
116 rdf:type schema:DefinedTerm
117 sg:grant.2787543 http://pending.schema.org/fundedItem sg:pub.10.1038/s41562-016-0021
118 rdf:type schema:MonetaryGrant
119 sg:grant.3560132 http://pending.schema.org/fundedItem sg:pub.10.1038/s41562-016-0021
120 rdf:type schema:MonetaryGrant
121 sg:grant.3626066 http://pending.schema.org/fundedItem sg:pub.10.1038/s41562-016-0021
122 rdf:type schema:MonetaryGrant
123 sg:journal.1284453 schema:issn 2397-3374
124 schema:name Nature Human Behaviour
125 schema:publisher Springer Nature
126 rdf:type schema:Periodical
127 sg:person.01123211307.87 schema:affiliation grid-institutes:grid.453088.2
128 schema:familyName Percie du Sert
129 schema:givenName Nathalie
130 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01123211307.87
131 rdf:type schema:Person
132 sg:person.012323752451.84 schema:affiliation grid-institutes:grid.5337.2
133 schema:familyName Munafò
134 schema:givenName Marcus R.
135 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012323752451.84
136 rdf:type schema:Person
137 sg:person.01331760341.02 schema:affiliation grid-institutes:grid.7340.0
138 schema:familyName Button
139 schema:givenName Katherine S.
140 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01331760341.02
141 rdf:type schema:Person
142 sg:person.01335113720.84 schema:affiliation grid-institutes:grid.25879.31
143 schema:familyName Simonsohn
144 schema:givenName Uri
145 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01335113720.84
146 rdf:type schema:Person
147 sg:person.015370564672.80 schema:affiliation grid-institutes:grid.4991.5
148 schema:familyName Bishop
149 schema:givenName Dorothy V. M.
150 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015370564672.80
151 rdf:type schema:Person
152 sg:person.015607417277.46 schema:affiliation grid-institutes:grid.168010.e
153 schema:familyName Ioannidis
154 schema:givenName John P. A.
155 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015607417277.46
156 rdf:type schema:Person
157 sg:person.0731151366.62 schema:affiliation grid-institutes:grid.453209.9
158 schema:familyName Ware
159 schema:givenName Jennifer J.
160 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0731151366.62
161 rdf:type schema:Person
162 sg:person.0747076431.89 schema:affiliation grid-institutes:grid.466501.0
163 schema:familyName Nosek
164 schema:givenName Brian A.
165 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0747076431.89
166 rdf:type schema:Person
167 sg:person.0770270167.53 schema:affiliation grid-institutes:grid.7177.6
168 schema:familyName Wagenmakers
169 schema:givenName Eric-Jan
170 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0770270167.53
171 rdf:type schema:Person
172 sg:person.0771026720.78 schema:affiliation grid-institutes:grid.5600.3
173 schema:familyName Chambers
174 schema:givenName Christopher D.
175 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0771026720.78
176 rdf:type schema:Person
177 sg:pub.10.1007/s10654-016-0149-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028361715
178 https://doi.org/10.1007/s10654-016-0149-3
179 rdf:type schema:CreativeWork
180 sg:pub.10.1038/526182a schema:sameAs https://app.dimensions.ai/details/publication/pub.1042829231
181 https://doi.org/10.1038/526182a
182 rdf:type schema:CreativeWork
183 sg:pub.10.1038/526187a schema:sameAs https://app.dimensions.ai/details/publication/pub.1020036033
184 https://doi.org/10.1038/526187a
185 rdf:type schema:CreativeWork
186 sg:pub.10.1038/533452a schema:sameAs https://app.dimensions.ai/details/publication/pub.1010295273
187 https://doi.org/10.1038/533452a
188 rdf:type schema:CreativeWork
189 sg:pub.10.1038/nature12786 schema:sameAs https://app.dimensions.ai/details/publication/pub.1038815588
190 https://doi.org/10.1038/nature12786
191 rdf:type schema:CreativeWork
192 sg:pub.10.1038/nbt.3004 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019671106
193 https://doi.org/10.1038/nbt.3004
194 rdf:type schema:CreativeWork
195 sg:pub.10.1038/nrn3475 schema:sameAs https://app.dimensions.ai/details/publication/pub.1027727146
196 https://doi.org/10.1038/nrn3475
197 rdf:type schema:CreativeWork
198 sg:pub.10.1186/s40359-016-0167-7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1036407610
199 https://doi.org/10.1186/s40359-016-0167-7
200 rdf:type schema:CreativeWork
201 grid-institutes:grid.168010.e schema:alternateName Department of Statistics, Stanford University School of Humanities and Sciences, 94305, Stanford, California, USA
202 schema:name Department of Medicine and Department of Health Research and Policy, Stanford Prevention Research Center, Stanford University School of Medicine, 94305, Stanford, California, USA
203 Department of Statistics, Stanford University School of Humanities and Sciences, 94305, Stanford, California, USA
204 Meta-Research Innovation Center at Stanford (METRICS), Stanford University, 94304, Stanford, California, USA
205 rdf:type schema:Organization
206 grid-institutes:grid.25879.31 schema:alternateName The Wharton School, University of Pennsylvania, 19104, Philadelphia, Pennsylvania, USA
207 schema:name The Wharton School, University of Pennsylvania, 19104, Philadelphia, Pennsylvania, USA
208 rdf:type schema:Organization
209 grid-institutes:grid.453088.2 schema:alternateName National Centre for the Replacement, Refinement and Reduction of Animals in Research (NC3Rs), NW1 2BE, London, UK
210 schema:name National Centre for the Replacement, Refinement and Reduction of Animals in Research (NC3Rs), NW1 2BE, London, UK
211 rdf:type schema:Organization
212 grid-institutes:grid.453209.9 schema:alternateName CHDI Management/CHDI Foundation, 10001, New York, New York, USA
213 schema:name CHDI Management/CHDI Foundation, 10001, New York, New York, USA
214 rdf:type schema:Organization
215 grid-institutes:grid.466501.0 schema:alternateName Center for Open Science, 22903, Charlottesville, Virginia, USA
216 schema:name Center for Open Science, 22903, Charlottesville, Virginia, USA
217 Department of Psychology, University of Virginia, 22904, Charlottesville, Virginia, USA
218 rdf:type schema:Organization
219 grid-institutes:grid.4991.5 schema:alternateName Department of Experimental Psychology, University of Oxford, 9 South Parks Road, OX1 3UD, Oxford, UK
220 schema:name Department of Experimental Psychology, University of Oxford, 9 South Parks Road, OX1 3UD, Oxford, UK
221 rdf:type schema:Organization
222 grid-institutes:grid.5337.2 schema:alternateName UK Centre for Tobacco and Alcohol Studies, School of Experimental Psychology, University of Bristol, 12a Priory Road, BS8 1TU, Bristol, UK
223 schema:name MRC Integrative Epidemiology Unit, University of Bristol, BS8 2BN, Bristol, UK
224 UK Centre for Tobacco and Alcohol Studies, School of Experimental Psychology, University of Bristol, 12a Priory Road, BS8 1TU, Bristol, UK
225 rdf:type schema:Organization
226 grid-institutes:grid.5600.3 schema:alternateName Cardiff University Brain Research Imaging Centre, School of Psychology, Cardiff University, CF24 4HQ, Cardiff, UK
227 schema:name Cardiff University Brain Research Imaging Centre, School of Psychology, Cardiff University, CF24 4HQ, Cardiff, UK
228 rdf:type schema:Organization
229 grid-institutes:grid.7177.6 schema:alternateName Department of Psychology, University of Amsterdam, 1018 WT, Amsterdam, Netherlands
230 schema:name Department of Psychology, University of Amsterdam, 1018 WT, Amsterdam, Netherlands
231 rdf:type schema:Organization
232 grid-institutes:grid.7340.0 schema:alternateName Department of Psychology, University of Bath, BS2 7AY, Bath, UK
233 schema:name Department of Psychology, University of Bath, BS2 7AY, Bath, UK
234 rdf:type schema:Organization
 




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


...