Predicting Adolescent Mental Health Outcomes Across Cultures: A Machine Learning Approach

W. Andrew Rothenberg; Andrea Bizzego; Gianluca Esposito; Jennifer E. Lansford; Suha M. Al-Hassan; Dario Bacchini; Marc H. Bornstein; Lei Chang; Kirby Deater-Deckard; Laura Di Giunta; Kenneth A. Dodge; Sevtap Gurdal; Qin Liu; Qian Long; Paul Oburu; Concetta Pastorelli; Ann T. Skinner; Emma Sorbring; Sombat Tapanya; Laurence Steinberg; Liliana Maria Uribe Tirado; Saengduean Yotanyamaneewong; Liane Peña Alampay

doi:10.1007/s10964-023-01767-w

Predicting Adolescent Mental Health Outcomes Across Cultures: A Machine Learning Approach

W. Andrew Rothenberg
, Andrea Bizzego
, Gianluca Esposito
, Jennifer E. Lansford
, Suha M. Al-Hassan
, Dario Bacchini
, Marc H. Bornstein
, Lei Chang
, Kirby Deater-Deckard
, Laura Di Giunta
, Kenneth A. Dodge
, Sevtap Gurdal
, Qin Liu
, Qian Long
, Paul Oburu
, Concetta Pastorelli
, Ann T. Skinner
, Emma Sorbring
, Sombat Tapanya
, Laurence Steinberg

Liliana Maria Uribe Tirado, Saengduean Yotanyamaneewong, Liane Peña Alampay

Department of Psychology

Duke University
University of Miami
Università degli Studi di Trento
Hashemite University
University of Naples “Federico II”
National Institute of Health
United Nations Childrens’ Fund (UNICEF)
University of Macau
University of Massachusetts Amherst
Università di Roma
University West
Chongqing Medical University
Duke Kunshan University
Maseno University
Chiang Mai University
Temple University
King Abdulaziz University
Universidad San Buenaventura

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	1595-1619
Number of pages	25
Journal	Journal of Youth and Adolescence
Volume	52
Issue number	8
DOIs	https://doi.org/10.1007/s10964-023-01767-w
State	Published - Aug 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

ASJC Scopus Subject Areas

Social Psychology
Education
Developmental and Educational Psychology
Social Sciences (miscellaneous)

Keywords

Adolescence
Externalizing
Internalizing
Machine learning
Parenting
Prediction

Access to Document

10.1007/s10964-023-01767-w

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Rothenberg, W. A., Bizzego, A., Esposito, G., Lansford, J. E., Al-Hassan, S. M., Bacchini, D., Bornstein, M. H., Chang, L., Deater-Deckard, K., Di Giunta, L., Dodge, K. A., Gurdal, S., Liu, Q., Long, Q., Oburu, P., Pastorelli, C., Skinner, A. T., Sorbring, E., Tapanya, S., ... Alampay, L. P. (2023). Predicting Adolescent Mental Health Outcomes Across Cultures: A Machine Learning Approach. Journal of Youth and Adolescence, 52(8), 1595-1619. https://doi.org/10.1007/s10964-023-01767-w

Rothenberg, WA, Bizzego, A, Esposito, G, Lansford, JE, Al-Hassan, SM, Bacchini, D, Bornstein, MH, Chang, L, Deater-Deckard, K, Di Giunta, L, Dodge, KA, Gurdal, S, Liu, Q, Long, Q, Oburu, P, Pastorelli, C, Skinner, AT, Sorbring, E, Tapanya, S, Steinberg, L, Tirado, LMU, Yotanyamaneewong, S & Alampay, LP 2023, 'Predicting Adolescent Mental Health Outcomes Across Cultures: A Machine Learning Approach', Journal of Youth and Adolescence, vol. 52, no. 8, pp. 1595-1619. https://doi.org/10.1007/s10964-023-01767-w

@article{aab94577799844e7ab37735912d2971f,

title = "Predicting Adolescent Mental Health Outcomes Across Cultures: A Machine Learning Approach",

keywords = "Adolescence, Externalizing, Internalizing, Machine learning, Parenting, Prediction",

author = "Rothenberg, \{W. Andrew\} and Andrea Bizzego and Gianluca Esposito and Lansford, \{Jennifer E.\} and Al-Hassan, \{Suha M.\} and Dario Bacchini and Bornstein, \{Marc H.\} and Lei Chang and Kirby Deater-Deckard and \{Di Giunta\}, Laura and Dodge, \{Kenneth A.\} and Sevtap Gurdal and Qin Liu and Qian Long and Paul Oburu and Concetta Pastorelli and Skinner, \{Ann T.\} and Emma Sorbring and Sombat Tapanya and Laurence Steinberg and Tirado, \{Liliana Maria Uribe\} and Saengduean Yotanyamaneewong and Alampay, \{Liane Pe{\~n}a\}",

note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.",

year = "2023",

month = aug,

doi = "10.1007/s10964-023-01767-w",

language = "English",

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T2 - A Machine Learning Approach

AU - Rothenberg, W. Andrew

AU - Bizzego, Andrea

AU - Esposito, Gianluca

AU - Lansford, Jennifer E.

AU - Al-Hassan, Suha M.

AU - Bacchini, Dario

AU - Bornstein, Marc H.

AU - Chang, Lei

AU - Deater-Deckard, Kirby

AU - Di Giunta, Laura

AU - Dodge, Kenneth A.

AU - Gurdal, Sevtap

AU - Liu, Qin

AU - Long, Qian

AU - Oburu, Paul

AU - Pastorelli, Concetta

AU - Skinner, Ann T.

AU - Sorbring, Emma

AU - Tapanya, Sombat

AU - Steinberg, Laurence

AU - Tirado, Liliana Maria Uribe

AU - Yotanyamaneewong, Saengduean

AU - Alampay, Liane Peña

PY - 2023/8

Y1 - 2023/8

KW - Adolescence

KW - Externalizing

KW - Internalizing

KW - Machine learning

KW - Parenting

KW - Prediction

UR - https://www.scopus.com/pages/publications/85153089852

UR - https://www.scopus.com/pages/publications/85153089852#tab=citedBy

U2 - 10.1007/s10964-023-01767-w

DO - 10.1007/s10964-023-01767-w

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SN - 0047-2891

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SP - 1595

EP - 1619

JO - Journal of Youth and Adolescence

JF - Journal of Youth and Adolescence

IS - 8

ER -

Predicting Adolescent Mental Health Outcomes Across Cultures: A Machine Learning Approach

UN SDGs

ASJC Scopus Subject Areas

Keywords

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