Teeb meem siv Internet (PIU): Cov koom haum nrog cov qauv kev ua lag luam tsis sib luag. Kev siv lub tshuab kev kawm hauv kev puas siab puas ntsws (2016)

J Psychiatr Res. 2016 Aug 15;83:94-102Cov. doi: 10.1016 / j.jpsychires.2016.08.010.

Ioannidis K1, Chamberlain SR1, Treder MS2, Kiraly F3, Leppink EW4, Redden SA4, Stein DJ5, Lochner C5, Grant JE6.

Sau cov lus qhia

  • 1Department of Psychiatry, University of Cambridge, UK; Cambridge thiab Peterborough NHS Nyiaj Txiag Ntseeg, Cambridge, UK.
  • 2Kev coj cwj pwm thiab kev soj ntsuam Neuroscience Institute, University of Cambridge, UK.
  • 3Lub Tsev Kawm Qib Siab University London, Lub Tsev Haujlwm Saib Xyuas Kev Txheeb Ze, London, UK.
  • 4Lub Tsev Haujlwm Saib Xyuas Kev Puas Siab Ntsws thiab Cwj Pwm Kev Coj Zoo, Tsev Kawm Qib Siab ntawm Chicago, Chicago, IL, USA.
  • 5Asmeskas / UCT MRC Chav Nyob Txhawj Xeeb Kev Ntxhov Siab & Kev ntxhov siab, Chav Haujlwm Tiv Thaiv Kev Puas Siab Ntsws, Tsev Kawm Ntawv ntawm Stellenbosch, South Africa.
  • 6Lub Tsev Haujlwm Saib Xyuas Kev Puas Siab Ntsws thiab Cwj Pwm Kev Coj Zoo, Tsev Kawm Qib Siab ntawm Chicago, Chicago, IL, USA. Hluav taws xob chaw nyob: [email tiv thaiv].

Abstract

Teeb meem siv internet yog ib qho, muaj kev tsis zoo, thiab xav tau kev kawm ntxiv. Nws txoj kev sib raug zoo nrog kev tsis muaj qhov xav tau thiab ua kom lub siab tawv tsis paub meej. Peb lub hom phiaj yog txhawm rau soj ntsuam seb puas siv qhov teeb meem hauv kev siv internet tuaj yeem kwv yees los ntawm cov ntaub ntawv ntawm kev ua tsis tau zoo thiab kev pom zoo thiab cov tsos mob. Peb tau xaiv cov neeg ua haujlwm pab dawb hnub nyoog 18 thiab laus dua siv cov kev tshaj xov xwm tshaj tawm ntawm ob qhov chaw (Chicago Tebchaws USA, thiab Stellenbosch, South Africa) txhawm rau ua tiav kev sojntsuam online. Tau siv cov qauv ntsuas kev txawj ntse hauv lub xeev txog kev kawm paub kev siv lub tshuab ua qauv, uas suav nrog Logistic Regression, Random Forests thiab Naïve Bayes. Teeb meem hauv kev siv Is Taws Nem tau txheeb xyuas pom siv Is Taws Nem Kev Ntsuas Kev Txhaum Cai (IAT). 2006 tus neeg mob raug ua tiav kev txheeb xyuas, ntawm cov 181 (9.0%) muaj teeb meem loj / hnyav siv internet. Siv Logistic Regression thiab Naïve Bayes peb tsim kev faib tawm kev twv ua ntej nrog tus txais kev ua haujlwm yam ntxwv thaj tsam hauv qab nkhaus (ROC-AUC) ntawm 0.83 (SD 0.03) los ntawm kev siv Random Forests algorithm qhov twv ua ntej ROC-AUC yog 0.84 (SD 0.03) [txhua peb qho qauv zoo dua rau cov qauv hauv paus p <0.0001]. Cov qauv pom pom muaj zog ntawm cov chaw kawm tshawb fawb txog kev siv txhua lub sijhawm [p <0.0001]. Kev twv ua ntej ntawm qhov muaj teeb meem kev siv Is Taws Nem ua tau siv kev ntsuas tshwj xeeb ntawm kev ua tsis tau thiab kev tsis sib haum nyob rau hauv cov pej xeem ntawm cov neeg ua haujlwm pab dawb. Ntxiv mus, txoj kev kawm no muab cov pov thawj-ntawm-cov tswv yim hauv kev txhawb nqa kev siv tshuab kev kawm hauv kev puas siab ntsws kom pom kev rov ua dua ntawm cov qhab nia thoob plaws thaj chaw thiab cov kab lis kev cai.

KEYWORDS:

ADHD; Kev sib sau ua ke; Kev tsis nco qab; Siv Is Taws Nem; Tshuab kev kawm; OCD

PMID:27580487

DOI:10.1016 / j.jpsychires.2016.08.010