Citation Network Analysis on the Influence of Vision on Academic Performance.

Sandrina Esteves, Clara Martinez-Perez, Cristina Alvarez-Peregrina, Miguel Ángel Sánchez-Tena
Author Information
  1. Sandrina Esteves: ISEC LISBOA (Instituto Superior de Educação e Ciências), 1750-142 Lisbon, Portugal. ORCID
  2. Clara Martinez-Perez: ISEC LISBOA (Instituto Superior de Educação e Ciências), 1750-142 Lisbon, Portugal. ORCID
  3. Cristina Alvarez-Peregrina: Optometry and Vision Department, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain. ORCID
  4. Miguel Ángel Sánchez-Tena: ISEC LISBOA (Instituto Superior de Educação e Ciências), 1750-142 Lisbon, Portugal. ORCID

Abstract

BACKGROUND: Proper vision is absolutely critical to children's academic performance, as vision problems can drastically affect learning ability. Currently, the existing literature in this field is somewhat inconsistent and carries several controversies about the influence of vision on academic performance. In this study, citation networks were utilized in order to analyze the relationship between publications and authors, the most-cited publication, and the different research areas. Additionally, the most commonly utilized publication sources along with the most common research areas were also pinpointed.
METHODS: The aforementioned search was executed in the database, with a time range beginning in 1941 and ending in 2022. In order to scrutinize the publications, VOSviewer, CiteSpace software, and the Citation Network Explorer were utilized for analysis about the most-cited publication and the different research areas.
RESULTS: Overall, 1342 papers were found in all fields along with 2187 citation networks. Moreover, 2020 was the year with the most publications, including 127 publications and 4 citation networks. Bull et al., published in 2008, was the most-cited work, reaching a citation index of 975. The clustering function managed to identity four groups with the most engaging research topics from researchers: motor visual skills, visual memory, the influence of vision on the different learning styles, and abnormal development of the visual system.
CONCLUSIONS: In the end, the topic with the greatest interest was the influence of visual motor skills on academic performance. Ideally, this paper will assist fellow researchers in quickly noting which topics are of greatest interest and how research in this area has evolved.

Keywords

References

  1. BMC Public Health. 2019 Nov 4;19(1):1447 [PMID: 31684937]
  2. J Am Optom Assoc. 1994 Sep;65(9):642-50 [PMID: 7963224]
  3. Clin Exp Optom. 2013 Sep;96(5):443-9 [PMID: 23432116]
  4. Dev Neuropsychol. 2008;33(3):205-28 [PMID: 18473197]
  5. Ophthalmic Physiol Opt. 2002 Jan;22(1):10-25 [PMID: 11824644]
  6. Ophthalmic Physiol Opt. 2016 Jul;36(4):381-7 [PMID: 26896871]
  7. Circulation. 2011 Sep 20;124(12):1361-9 [PMID: 21875911]
  8. Sleep. 2006 Sep;29(9):1115-34 [PMID: 17040000]
  9. Can J Public Health. 2017 Nov 09;108(4):e421-e426 [PMID: 29120316]
  10. Invest Ophthalmol Vis Sci. 2008 Mar;49(3):877-81 [PMID: 18326706]
  11. J Am Acad Child Adolesc Psychiatry. 2015 Mar;54(3):164-74 [PMID: 25721181]
  12. J Gen Intern Med. 2007 Feb;22(2):177-83 [PMID: 17356983]
  13. Front Psychol. 2021 Apr 09;11:591308 [PMID: 33897506]
  14. J Fr Ophtalmol. 2021 Mar;44(3):358-366 [PMID: 33494974]
  15. Acta Ophthalmol. 2014 Aug;92(5):e398-406 [PMID: 25165786]
  16. Dev Psychol. 2011 Nov;47(6):1539-52 [PMID: 21942667]
  17. Proc Natl Acad Sci U S A. 2005 Nov 15;102(46):16569-72 [PMID: 16275915]
  18. Acta Ophthalmol. 2014 Dec;92(8):730-9 [PMID: 24674576]
  19. J Thorac Cardiovasc Surg. 2003 Nov;126(5):1385-96 [PMID: 14666010]
  20. Optometry. 2011 May;82(5):267-73 [PMID: 21524597]
  21. Med Teach. 2013;35 Suppl 1:S78-82 [PMID: 23581901]
  22. Int J Ophthalmol. 2019 Jun 18;12(6):1037-1043 [PMID: 31236365]
  23. Dev Cogn Neurosci. 2021 Dec;52:101025 [PMID: 34700196]
  24. Percept Mot Skills. 2018 Oct;125(5):966-988 [PMID: 30032725]
  25. Dev Sci. 2022 Sep;25(5):e13228 [PMID: 35025126]
  26. BMJ. 2014 Sep 23;349:g5740 [PMID: 25249453]
  27. Int J Environ Res Public Health. 2020 Nov 18;17(22): [PMID: 33218140]
  28. Optom Vis Sci. 1999 Mar;76(3):159-63 [PMID: 10213445]
  29. BMC Ophthalmol. 2017 Jun 12;17(1):88 [PMID: 28606071]
  30. N Engl J Med. 1991 Jul 25;325(4):231-7 [PMID: 2057024]
  31. J Sch Health. 2011 Oct;81(10):593-8 [PMID: 21923870]
  32. Clin Exp Optom. 2016 May;99(3):233-40 [PMID: 26889920]
  33. Clin Exp Optom. 2020 May;103(3):278-289 [PMID: 31441091]
  34. Children (Basel). 2022 Jun 15;9(6): [PMID: 35740829]
  35. Ophthalmology. 2015 Sep;122(9):1924-31 [PMID: 26278861]
  36. Hum Brain Mapp. 2015 Feb;36(2):804-26 [PMID: 25327879]
  37. Front Psychol. 2021 Oct 18;12:722332 [PMID: 34733204]
  38. Mayo Clin Proc. 2005 Dec;80(12):1613-22 [PMID: 16342655]
  39. N Engl J Med. 1994 Sep 22;331(12):753-9 [PMID: 7520533]
  40. PLoS One. 2013 Apr 04;8(4):e58097 [PMID: 23593117]

Word Cloud

Created with Highcharts 10.0.0visionresearchcitationpublicationsvisualacademicperformancelearninginfluencenetworksutilizedmost-citedpublicationdifferentareasorderalongCitationNetworktopicsmotorskillsgreatestinterestBACKGROUND:Properabsolutelycriticalchildren'sproblemscandrasticallyaffectabilityCurrentlyexistingliteraturefieldsomewhatinconsistentcarriesseveralcontroversiesstudyanalyzerelationshipauthorsAdditionallycommonlysourcescommonalsopinpointedMETHODS:aforementionedsearchexecuteddatabasetimerangebeginning1941ending2022scrutinizeVOSviewerCiteSpacesoftwareExploreranalysisRESULTS:Overall1342papersfoundfields2187Moreover2020yearincluding1274Bulletalpublished2008workreachingindex975clusteringfunctionmanagedidentityfourgroupsengagingresearchers:memorystylesabnormaldevelopmentsystemCONCLUSIONS:endtopicIdeallypaperwillassistfellowresearchersquicklynotingareaevolvedAnalysisInfluenceVisionAcademicPerformancechildhood

Similar Articles

Cited By