Visual impairments simulation in virtual reality as an empathy booster Article Swipe
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1007/s10055-025-01150-z
This research seeks to raise awareness about the challenges faced by people with visual impairments by immersing users in a virtual environment that simulates 18 different visual conditions. Through a series of tests, participants are tasked with performing simple activities while navigating the complexities of these impairments. The study, validated by 60 users, uses objective metrics like reaction time and accuracy to measure the impact of these conditions on task performance. An online pre- and post-test questionnaire also reveals a significant increase in empathy among participants. The results highlight the importance of direct experience in understanding the challenges of people with visual impairments and demonstrate the potential of such simulations to foster empathy and awareness. Ultimately, this application contributes to a broader understanding of visual impairments and underscores the need for universal design initiatives.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1007/s10055-025-01150-z
- https://link.springer.com/content/pdf/10.1007/s10055-025-01150-z.pdf
- OA Status
- gold
- Cited By
- 2
- References
- 87
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4409957674
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4409957674Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1007/s10055-025-01150-zDigital Object Identifier
- Title
-
Visual impairments simulation in virtual reality as an empathy boosterWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-04-29Full publication date if available
- Authors
-
Grzegorz Zwoliński, Dorota Kamińska, Luís Coelho, Rain Eric Haamer, Rui Raposo, Mário VairinhosList of authors in order
- Landing page
-
https://doi.org/10.1007/s10055-025-01150-zPublisher landing page
- PDF URL
-
https://link.springer.com/content/pdf/10.1007/s10055-025-01150-z.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://link.springer.com/content/pdf/10.1007/s10055-025-01150-z.pdfDirect OA link when available
- Concepts
-
Computer science, Virtual reality, Empathy, Human–computer interaction, Booster (rocketry), Computer graphics, Computer graphics (images), Psychology, Physics, Astronomy, PsychiatryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2Per-year citation counts (last 5 years)
- References (count)
-
87Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4409957674 |
|---|---|
| doi | https://doi.org/10.1007/s10055-025-01150-z |
| ids.doi | https://doi.org/10.1007/s10055-025-01150-z |
| ids.openalex | https://openalex.org/W4409957674 |
| fwci | 12.32852638 |
| type | article |
| title | Visual impairments simulation in virtual reality as an empathy booster |
| biblio.issue | 2 |
| biblio.volume | 29 |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T10648 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9957000017166138 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1709 |
| topics[0].subfield.display_name | Human-Computer Interaction |
| topics[0].display_name | Virtual Reality Applications and Impacts |
| topics[1].id | https://openalex.org/T10888 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.9787999987602234 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1707 |
| topics[1].subfield.display_name | Computer Vision and Pattern Recognition |
| topics[1].display_name | Augmented Reality Applications |
| topics[2].id | https://openalex.org/T10803 |
| topics[2].field.id | https://openalex.org/fields/17 |
| topics[2].field.display_name | Computer Science |
| topics[2].score | 0.9742000102996826 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1709 |
| topics[2].subfield.display_name | Human-Computer Interaction |
| topics[2].display_name | Innovative Human-Technology Interaction |
| funders[0].id | https://openalex.org/F4320310000 |
| funders[0].ror | https://ror.org/00nt41z93 |
| funders[0].display_name | Universidade de Aveiro |
| is_xpac | False |
| apc_list.value | 2290 |
| apc_list.currency | EUR |
| apc_list.value_usd | 2890 |
| apc_paid.value | 2290 |
| apc_paid.currency | EUR |
| apc_paid.value_usd | 2890 |
| concepts[0].id | https://openalex.org/C41008148 |
| concepts[0].level | 0 |
| concepts[0].score | 0.7737728953361511 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[0].display_name | Computer science |
| concepts[1].id | https://openalex.org/C194969405 |
| concepts[1].level | 2 |
| concepts[1].score | 0.7077091932296753 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q170519 |
| concepts[1].display_name | Virtual reality |
| concepts[2].id | https://openalex.org/C2779885105 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6006102561950684 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q182263 |
| concepts[2].display_name | Empathy |
| concepts[3].id | https://openalex.org/C107457646 |
| concepts[3].level | 1 |
| concepts[3].score | 0.5032793879508972 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q207434 |
| concepts[3].display_name | Human–computer interaction |
| concepts[4].id | https://openalex.org/C203165030 |
| concepts[4].level | 2 |
| concepts[4].score | 0.4846206605434418 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q741745 |
| concepts[4].display_name | Booster (rocketry) |
| concepts[5].id | https://openalex.org/C77660652 |
| concepts[5].level | 2 |
| concepts[5].score | 0.4684833288192749 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q150971 |
| concepts[5].display_name | Computer graphics |
| concepts[6].id | https://openalex.org/C121684516 |
| concepts[6].level | 1 |
| concepts[6].score | 0.45903491973876953 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q7600677 |
| concepts[6].display_name | Computer graphics (images) |
| concepts[7].id | https://openalex.org/C15744967 |
| concepts[7].level | 0 |
| concepts[7].score | 0.18760532140731812 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q9418 |
| concepts[7].display_name | Psychology |
| concepts[8].id | https://openalex.org/C121332964 |
| concepts[8].level | 0 |
| concepts[8].score | 0.0 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[8].display_name | Physics |
| concepts[9].id | https://openalex.org/C1276947 |
| concepts[9].level | 1 |
| concepts[9].score | 0.0 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q333 |
| concepts[9].display_name | Astronomy |
| concepts[10].id | https://openalex.org/C118552586 |
| concepts[10].level | 1 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q7867 |
| concepts[10].display_name | Psychiatry |
| keywords[0].id | https://openalex.org/keywords/computer-science |
| keywords[0].score | 0.7737728953361511 |
| keywords[0].display_name | Computer science |
| keywords[1].id | https://openalex.org/keywords/virtual-reality |
| keywords[1].score | 0.7077091932296753 |
| keywords[1].display_name | Virtual reality |
| keywords[2].id | https://openalex.org/keywords/empathy |
| keywords[2].score | 0.6006102561950684 |
| keywords[2].display_name | Empathy |
| keywords[3].id | https://openalex.org/keywords/human–computer-interaction |
| keywords[3].score | 0.5032793879508972 |
| keywords[3].display_name | Human–computer interaction |
| keywords[4].id | https://openalex.org/keywords/booster |
| keywords[4].score | 0.4846206605434418 |
| keywords[4].display_name | Booster (rocketry) |
| keywords[5].id | https://openalex.org/keywords/computer-graphics |
| keywords[5].score | 0.4684833288192749 |
| keywords[5].display_name | Computer graphics |
| keywords[6].id | https://openalex.org/keywords/computer-graphics |
| keywords[6].score | 0.45903491973876953 |
| keywords[6].display_name | Computer graphics (images) |
| keywords[7].id | https://openalex.org/keywords/psychology |
| keywords[7].score | 0.18760532140731812 |
| keywords[7].display_name | Psychology |
| language | en |
| locations[0].id | doi:10.1007/s10055-025-01150-z |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S2495878607 |
| locations[0].source.issn | 1359-4338, 1434-9957 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1359-4338 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Virtual Reality |
| locations[0].source.host_organization | https://openalex.org/P4310319900 |
| locations[0].source.host_organization_name | Springer Science+Business Media |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310319900, https://openalex.org/P4310319965 |
| locations[0].source.host_organization_lineage_names | Springer Science+Business Media, Springer Nature |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://link.springer.com/content/pdf/10.1007/s10055-025-01150-z.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Virtual Reality |
| locations[0].landing_page_url | https://doi.org/10.1007/s10055-025-01150-z |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5013762100 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-6100-2654 |
| authorships[0].author.display_name | Grzegorz Zwoliński |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Grzegorz Zwoliński |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5015609743 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-2400-9328 |
| authorships[1].author.display_name | Dorota Kamińska |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Dorota Kamińska |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5085729646 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-5673-7306 |
| authorships[2].author.display_name | Luís Coelho |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Luis Pinto-Coelho |
| authorships[2].is_corresponding | False |
| authorships[3].author.id | https://openalex.org/A5033281973 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-2687-9530 |
| authorships[3].author.display_name | Rain Eric Haamer |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Rain Eric Haamer |
| authorships[3].is_corresponding | False |
| authorships[4].author.id | https://openalex.org/A5031331345 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-5275-6200 |
| authorships[4].author.display_name | Rui Raposo |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Rui Raposo |
| authorships[4].is_corresponding | False |
| authorships[5].author.id | https://openalex.org/A5019262554 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-4483-8126 |
| authorships[5].author.display_name | Mário Vairinhos |
| authorships[5].author_position | last |
| authorships[5].raw_author_name | Mário Vairinhos |
| authorships[5].is_corresponding | False |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://link.springer.com/content/pdf/10.1007/s10055-025-01150-z.pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Visual impairments simulation in virtual reality as an empathy booster |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-20T23:13:51.555489 |
| primary_topic.id | https://openalex.org/T10648 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9957000017166138 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1709 |
| primary_topic.subfield.display_name | Human-Computer Interaction |
| primary_topic.display_name | Virtual Reality Applications and Impacts |
| related_works | https://openalex.org/W2319989118, https://openalex.org/W1503820821, https://openalex.org/W2285491073, https://openalex.org/W1991998366, https://openalex.org/W3112751614, https://openalex.org/W1995979513, https://openalex.org/W4403759101, https://openalex.org/W4249185555, https://openalex.org/W1999937205, https://openalex.org/W4409132263 |
| cited_by_count | 2 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 2 |
| locations_count | 1 |
| best_oa_location.id | doi:10.1007/s10055-025-01150-z |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S2495878607 |
| best_oa_location.source.issn | 1359-4338, 1434-9957 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1359-4338 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Virtual Reality |
| best_oa_location.source.host_organization | https://openalex.org/P4310319900 |
| best_oa_location.source.host_organization_name | Springer Science+Business Media |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310319900, https://openalex.org/P4310319965 |
| best_oa_location.source.host_organization_lineage_names | Springer Science+Business Media, Springer Nature |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://link.springer.com/content/pdf/10.1007/s10055-025-01150-z.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Virtual Reality |
| best_oa_location.landing_page_url | https://doi.org/10.1007/s10055-025-01150-z |
| primary_location.id | doi:10.1007/s10055-025-01150-z |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S2495878607 |
| primary_location.source.issn | 1359-4338, 1434-9957 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1359-4338 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Virtual Reality |
| primary_location.source.host_organization | https://openalex.org/P4310319900 |
| primary_location.source.host_organization_name | Springer Science+Business Media |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310319900, https://openalex.org/P4310319965 |
| primary_location.source.host_organization_lineage_names | Springer Science+Business Media, Springer Nature |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://link.springer.com/content/pdf/10.1007/s10055-025-01150-z.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Virtual Reality |
| primary_location.landing_page_url | https://doi.org/10.1007/s10055-025-01150-z |
| publication_date | 2025-04-29 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W1973034317, https://openalex.org/W2088901414, https://openalex.org/W4220920271, https://openalex.org/W2885322646, https://openalex.org/W2014729524, https://openalex.org/W4385984879, https://openalex.org/W2811079953, https://openalex.org/W2942169651, https://openalex.org/W3013130926, https://openalex.org/W2084115711, https://openalex.org/W2127786879, https://openalex.org/W3039206197, https://openalex.org/W4200445695, https://openalex.org/W3021184887, https://openalex.org/W4200046223, https://openalex.org/W27686228, https://openalex.org/W2325035506, https://openalex.org/W3203363702, https://openalex.org/W2025147339, https://openalex.org/W2745312542, https://openalex.org/W1980083892, https://openalex.org/W2150422125, https://openalex.org/W3090040381, https://openalex.org/W2097079808, https://openalex.org/W2977948289, https://openalex.org/W2168813198, https://openalex.org/W2897942153, https://openalex.org/W2799374997, https://openalex.org/W1977915736, https://openalex.org/W3110220146, https://openalex.org/W4240353672, https://openalex.org/W4250588883, https://openalex.org/W4367662780, https://openalex.org/W4362469565, https://openalex.org/W2118517752, https://openalex.org/W2116411937, https://openalex.org/W2540149843, https://openalex.org/W2163382027, https://openalex.org/W3010216189, https://openalex.org/W2944156862, https://openalex.org/W4386055006, https://openalex.org/W4205214374, https://openalex.org/W4210474409, https://openalex.org/W2768361324, https://openalex.org/W2936368369, https://openalex.org/W3162924730, https://openalex.org/W2800008287, https://openalex.org/W4383535218, https://openalex.org/W3025546443, https://openalex.org/W2122645247, https://openalex.org/W4360789537, https://openalex.org/W3087755656, https://openalex.org/W4285060309, https://openalex.org/W4226067942, https://openalex.org/W3134667660, https://openalex.org/W2074005038, https://openalex.org/W4294592041, https://openalex.org/W4362452400, https://openalex.org/W4286220047, https://openalex.org/W4224237912, https://openalex.org/W2108455724, https://openalex.org/W4404526353, https://openalex.org/W3034227981, https://openalex.org/W4295366888, https://openalex.org/W2340386476, https://openalex.org/W2996185888, https://openalex.org/W2120340753, https://openalex.org/W3016341187, https://openalex.org/W2134162771, https://openalex.org/W1210709148, https://openalex.org/W2904210752, https://openalex.org/W3082210254, https://openalex.org/W2104527208, https://openalex.org/W2907952655, https://openalex.org/W4247341380, https://openalex.org/W2770177487, https://openalex.org/W2020038511, https://openalex.org/W4391019502, https://openalex.org/W2235521030, https://openalex.org/W1965931250, https://openalex.org/W4387344025, https://openalex.org/W2052334002, https://openalex.org/W4310057519, https://openalex.org/W2488580721, https://openalex.org/W4385462706, https://openalex.org/W1761117863, https://openalex.org/W4225727835 |
| referenced_works_count | 87 |
| abstract_inverted_index.a | 20, 30, 80, 121 |
| abstract_inverted_index.18 | 25 |
| abstract_inverted_index.60 | 52 |
| abstract_inverted_index.An | 72 |
| abstract_inverted_index.by | 11, 16, 51 |
| abstract_inverted_index.in | 19, 83, 95 |
| abstract_inverted_index.of | 32, 45, 66, 92, 99, 108, 124 |
| abstract_inverted_index.on | 69 |
| abstract_inverted_index.to | 4, 62, 111, 120 |
| abstract_inverted_index.The | 48, 87 |
| abstract_inverted_index.and | 60, 75, 104, 114, 127 |
| abstract_inverted_index.are | 35 |
| abstract_inverted_index.for | 131 |
| abstract_inverted_index.the | 8, 43, 64, 90, 97, 106, 129 |
| abstract_inverted_index.This | 1 |
| abstract_inverted_index.also | 78 |
| abstract_inverted_index.like | 57 |
| abstract_inverted_index.need | 130 |
| abstract_inverted_index.pre- | 74 |
| abstract_inverted_index.such | 109 |
| abstract_inverted_index.task | 70 |
| abstract_inverted_index.that | 23 |
| abstract_inverted_index.this | 117 |
| abstract_inverted_index.time | 59 |
| abstract_inverted_index.uses | 54 |
| abstract_inverted_index.with | 13, 37, 101 |
| abstract_inverted_index.about | 7 |
| abstract_inverted_index.among | 85 |
| abstract_inverted_index.faced | 10 |
| abstract_inverted_index.raise | 5 |
| abstract_inverted_index.seeks | 3 |
| abstract_inverted_index.these | 46, 67 |
| abstract_inverted_index.users | 18 |
| abstract_inverted_index.while | 41 |
| abstract_inverted_index.design | 133 |
| abstract_inverted_index.direct | 93 |
| abstract_inverted_index.foster | 112 |
| abstract_inverted_index.impact | 65 |
| abstract_inverted_index.online | 73 |
| abstract_inverted_index.people | 12, 100 |
| abstract_inverted_index.series | 31 |
| abstract_inverted_index.simple | 39 |
| abstract_inverted_index.study, | 49 |
| abstract_inverted_index.tasked | 36 |
| abstract_inverted_index.tests, | 33 |
| abstract_inverted_index.users, | 53 |
| abstract_inverted_index.visual | 14, 27, 102, 125 |
| abstract_inverted_index.Through | 29 |
| abstract_inverted_index.broader | 122 |
| abstract_inverted_index.empathy | 84, 113 |
| abstract_inverted_index.measure | 63 |
| abstract_inverted_index.metrics | 56 |
| abstract_inverted_index.results | 88 |
| abstract_inverted_index.reveals | 79 |
| abstract_inverted_index.virtual | 21 |
| abstract_inverted_index.Abstract | 0 |
| abstract_inverted_index.accuracy | 61 |
| abstract_inverted_index.increase | 82 |
| abstract_inverted_index.reaction | 58 |
| abstract_inverted_index.research | 2 |
| abstract_inverted_index.awareness | 6 |
| abstract_inverted_index.different | 26 |
| abstract_inverted_index.highlight | 89 |
| abstract_inverted_index.immersing | 17 |
| abstract_inverted_index.objective | 55 |
| abstract_inverted_index.post-test | 76 |
| abstract_inverted_index.potential | 107 |
| abstract_inverted_index.simulates | 24 |
| abstract_inverted_index.universal | 132 |
| abstract_inverted_index.validated | 50 |
| abstract_inverted_index.activities | 40 |
| abstract_inverted_index.awareness. | 115 |
| abstract_inverted_index.challenges | 9, 98 |
| abstract_inverted_index.conditions | 68 |
| abstract_inverted_index.experience | 94 |
| abstract_inverted_index.importance | 91 |
| abstract_inverted_index.navigating | 42 |
| abstract_inverted_index.performing | 38 |
| abstract_inverted_index.Ultimately, | 116 |
| abstract_inverted_index.application | 118 |
| abstract_inverted_index.conditions. | 28 |
| abstract_inverted_index.contributes | 119 |
| abstract_inverted_index.demonstrate | 105 |
| abstract_inverted_index.environment | 22 |
| abstract_inverted_index.impairments | 15, 103, 126 |
| abstract_inverted_index.significant | 81 |
| abstract_inverted_index.simulations | 110 |
| abstract_inverted_index.underscores | 128 |
| abstract_inverted_index.complexities | 44 |
| abstract_inverted_index.impairments. | 47 |
| abstract_inverted_index.initiatives. | 134 |
| abstract_inverted_index.participants | 34 |
| abstract_inverted_index.performance. | 71 |
| abstract_inverted_index.participants. | 86 |
| abstract_inverted_index.questionnaire | 77 |
| abstract_inverted_index.understanding | 96, 123 |
| cited_by_percentile_year.max | 97 |
| cited_by_percentile_year.min | 95 |
| countries_distinct_count | 0 |
| institutions_distinct_count | 6 |
| citation_normalized_percentile.value | 0.9501895 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |