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

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

Cite this

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

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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

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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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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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