View in EDS PDF Full Text

Prediction of Smartphone Addiction Among Korean Adolescents Based on Physical Activity and Mental Health: A Machine Learning Analysis Using LASSO and SHAP From the Korea Youth Risk Behavior Survey.

Saved in:
Bibliographic Details
Title: Prediction of Smartphone Addiction Among Korean Adolescents Based on Physical Activity and Mental Health: A Machine Learning Analysis Using LASSO and SHAP From the Korea Youth Risk Behavior Survey.
Authors: Lee, Kihyuk1, Seo, Wooin1, Jung, Se Young1,2,3 imsyjung@gmail.com
Source: Alpha Psychiatry. Feb2026, Vol. 27 Issue 1, p1-12. 12p.
Database: Academic Search Ultimate
FullText Links:
  – Type: pdflink
Text:
  Availability: 0
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 192283940
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Prediction of Smartphone Addiction Among Korean Adolescents Based on Physical Activity and Mental Health: A Machine Learning Analysis Using LASSO and SHAP From the Korea Youth Risk Behavior Survey.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Lee%2C+Kihyuk%22">Lee, Kihyuk</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Seo%2C+Wooin%22">Seo, Wooin</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Jung%2C+Se+Young%22">Jung, Se Young</searchLink><relatesTo>1,2,3</relatesTo><i> imsyjung@gmail.com</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Alpha+Psychiatry%22">Alpha Psychiatry</searchLink>. Feb2026, Vol. 27 Issue 1, p1-12. 12p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192283940
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.31083/AP46201
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 12
        StartPage: 1
    Titles:
      – TitleFull: Prediction of Smartphone Addiction Among Korean Adolescents Based on Physical Activity and Mental Health: A Machine Learning Analysis Using LASSO and SHAP From the Korea Youth Risk Behavior Survey.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Lee, Kihyuk
      – PersonEntity:
          Name:
            NameFull: Seo, Wooin
      – PersonEntity:
          Name:
            NameFull: Jung, Se Young
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 27578038
          Numbering:
            – Type: volume
              Value: 27
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Alpha Psychiatry
              Type: main
ResultId 1