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== Correlates == As a construct and as measured by [[#Measuring|intelligence tests]], intelligence is one of the most useful concepts in [[psychology]], because it correlates with many relevant variables, for instance the probability of suffering an accident, or the amount of one's salary.<ref>{{cite book|last1=Triglia|first1=Adrián|first2=Bertrand|last2=Regader|first3=Jonathan|last3=García-Allen|year=2018|title=¿Qué es la inteligencia? Del CI a las inteligencias múltiples|location=Barcelona|publisher=EMSE EDAPP}}{{page needed|date=August 2023}}</ref> Other examples include: ; Education: {{further|Intelligence and education}} According to a 2018 [[metastudy]] of educational effects on intelligence, education appears to be the "most consistent, robust, and durable method" known for raising intelligence.<ref>{{cite journal | author-last1 = Ritchie | author-first1 = Stuart J. | author-last2 = Tucker-Drob | author-first2 = Elliot M. | journal = [[Psychological Science (journal)|Psychological Science]] | title = How Much Does Education Improve Intelligence? A Meta-Analysis. | volume = 28 | issue = 8 | pages = 1358–1369 | date = 2018-06-18 | url = https://www.research.ed.ac.uk/portal/en/publications/how-much-does-education-improve-intelligence-a-metaanalysis(57ce8841-09bd-4f26-85e9-2a440f4b7f37).html | doi = 10.1177/0956797618774253 | pmid = 29911926| pmc = 6088505 }}</ref> ; Personality: A landmark set of meta-analyses synthesizing thousands of studies including millions of people from over 50 countries found that many personality traits are intricately related to cognitive abilities. Neuroticism-related traits display the most negative relations, whereas traits like activity, industriousness, compassion, and openness are positively related to various abilities.<ref>{{Cite journal |last1=Stanek |first1=Kevin C. |last2=Ones |first2=Deniz S. |date=2023-06-06 |title=Meta-analytic relations between personality and cognitive ability |journal=Proceedings of the National Academy of Sciences |language=en |volume=120 |issue=23 |pages=e2212794120 |doi=10.1073/pnas.2212794120 |doi-access=free |issn=0027-8424 |pmc=10266031 |pmid=37252971 |bibcode=2023PNAS..12012794S }}</ref> ; Myopia: A number of studies have shown [[Myopia#Correlations|a correlation between]] [[IQ]] and [[myopia]].<ref>{{Cite book |url=https://books.google.com/books?id=mNT577S8uywC&pg=PA24 |title=Myopia and nearwork |last1=Rosenfield |first1=Mark |last2=Gilmartin |first2=Bernard |page=23 |publisher=Elsevier Health Sciences |year=1998 |isbn=978-0-7506-3784-8 }}{{Dead link|date=August 2024 |bot=InternetArchiveBot |fix-attempted=yes }}</ref> Some suggest that the reason for the correlation is environmental: either people with a higher IQ are more likely to damage their eyesight with prolonged reading, or people who read more are more likely to attain a higher IQ; others contend that a genetic link exists.<ref>{{Cite journal | pmid = 19127804 | last1 = Czepita | first1 = D. | last2 = Lodygowska | first2 = E. | last3 = Czepita | first3 = M. | title = Are children with myopia more intelligent? A literature review | journal = Annales Academiae Medicae Stetinensis | volume = 54 | issue = 1 | pages = 13–16; discussion 16 | year = 2008 }}</ref> ; Aging: There is evidence that aging causes a decline in cognitive functions. In one cross-sectional study, various cognitive functions measured declines by about 0.8 in [[z-score]] from age 20 to age 50; the cognitive functions included speed of processing, working memory, and long-term memory.<ref>{{cite journal |url=https://www.dialogues-cns.org/contents-15-1/dialoguesclinneurosci-15-109/ |title=The aging mind: neuroplasticity in response to cognitive training |access-date=24 November 2017 |first1=Denise C. |last1=Park |first2=Gérard N. |last2=Bischof |journal=Dialogues in Clinical Neuroscience |date=2013 |volume=15 |issue=1 |pages=109–119 |doi=10.31887/DCNS.2013.15.1/dpark |pmid=23576894 |pmc=3622463 |archive-date=8 November 2018 |archive-url=https://web.archive.org/web/20181108025820/https://www.dialogues-cns.org/contents-15-1/dialoguesclinneurosci-15-109/ |url-status=usurped }}</ref> ; Genes: A number of [[single-nucleotide polymorphism]]s in human [[DNA]] are correlated with higher IQ scores.<ref>{{multiref2 |1={{Cite journal|last1=Sniekers|first1=Suzanne|last2=Stringer|first2=Sven|last3=Posthuma|first3=Danielle|date=22 May 2017|title=Genome-wide association meta-analysis of 78,308 individuals identifies new loci and genes influencing human intelligence|url= |journal=Nature Genetics|volume=49|issue=7|pages=1107–1112|doi=10.1038/ng.3869|pmid=28530673|pmc=5665562}} |2={{Cite journal|date=25 May 2017|title=Intelligence research should not be held back by its past|journal=Nature|volume=545|issue=7655|pages=385–386|doi=10.1038/nature.2017.22021|pmid=28541341|bibcode=2017Natur.545R.385.|s2cid=4449918|doi-access=free}} }}</ref> ; Motivation: Motivation is a factor that influences the results of the IQ test. People with higher motivation tend to obtain higher IQ scores.<ref>{{Cite journal|title=Role of test motivation in intelligence testing|year=2011|pmc=3093513|last1=Duckworth|first1=A. L.|last2=Quinn|first2=P. D.|last3=Lynam|first3=D. R.|last4=Loeber|first4=R.|last5=Stouthamer-Loeber|first5=M.|journal=Proceedings of the National Academy of Sciences of the United States of America|volume=108|issue=19|pages=7716–7720|doi=10.1073/pnas.1018601108|pmid=21518867|bibcode=2011PNAS..108.7716D|doi-access=free}}</ref>
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