Precursors of young adults' world beliefs across cultures: A machine learning approach

Jennifer E. Lansford; Andrea Bizzego; Julio Daniel Bermúdez Chinea; Gianluca Esposito; W. Andrew Rothenberg; Jeremy D.W. Clifton; Dario Bacchini; Lei Chang; Kirby Deater-Deckard; Laura Di Giunta; Kenneth A. Dodge; Sevtap Gurdal; Daranee Junla; Paul Oburu; Concetta Pastorelli; Ann T. Skinner; Emma Sorbring; Laurence Steinberg; Marc H. Bornstein; Liliana Maria Uribe Tirado; Saengduean Yotanyamaneewong; Liane Peña Alampay; Suha M. Al-Hassan

doi:10.1016/j.appdev.2025.101858

Precursors of young adults' world beliefs across cultures: A machine learning approach

Jennifer E. Lansford
, Andrea Bizzego
, Julio Daniel Bermúdez Chinea
, Gianluca Esposito
, W. Andrew Rothenberg
, Jeremy D.W. Clifton
, Dario Bacchini
, Lei Chang
, Kirby Deater-Deckard
, Laura Di Giunta
, Kenneth A. Dodge
, Sevtap Gurdal
, Daranee Junla
, Paul Oburu
, Concetta Pastorelli
, Ann T. Skinner
, Emma Sorbring
, Laurence Steinberg
, Marc H. Bornstein
, Liliana Maria Uribe Tirado

Saengduean Yotanyamaneewong, Liane Peña Alampay, Suha M. Al-Hassan

Department of Psychology

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

Original language	English
Article number	101858
Journal	Journal of Applied Developmental Psychology
Volume	100
DOIs	https://doi.org/10.1016/j.appdev.2025.101858
State	Published - Sep 1 2025

ASJC Scopus Subject Areas

Developmental and Educational Psychology

Keywords

Culture
Development
Family
Parenting
Primal world beliefs
Primals

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10.1016/j.appdev.2025.101858

Cite this

Lansford, J. E., Bizzego, A., Bermúdez Chinea, J. D., Esposito, G., Rothenberg, W. A., Clifton, J. D. W., Bacchini, D., Chang, L., Deater-Deckard, K., Di Giunta, L., Dodge, K. A., Gurdal, S., Junla, D., Oburu, P., Pastorelli, C., Skinner, A. T., Sorbring, E., Steinberg, L., Bornstein, M. H., ... Al-Hassan, S. M. (2025). Precursors of young adults' world beliefs across cultures: A machine learning approach. Journal of Applied Developmental Psychology, 100, Article 101858. https://doi.org/10.1016/j.appdev.2025.101858

Lansford, JE, Bizzego, A, Bermúdez Chinea, JD, Esposito, G, Rothenberg, WA, Clifton, JDW, Bacchini, D, Chang, L, Deater-Deckard, K, Di Giunta, L, Dodge, KA, Gurdal, S, Junla, D, Oburu, P, Pastorelli, C, Skinner, AT, Sorbring, E, Steinberg, L, Bornstein, MH, Uribe Tirado, LM, Yotanyamaneewong, S, Alampay, LP & Al-Hassan, SM 2025, 'Precursors of young adults' world beliefs across cultures: A machine learning approach', Journal of Applied Developmental Psychology, vol. 100, 101858. https://doi.org/10.1016/j.appdev.2025.101858

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title = "Precursors of young adults' world beliefs across cultures: A machine learning approach",

keywords = "Culture, Development, Family, Parenting, Primal world beliefs, Primals",

author = "Lansford, \{Jennifer E.\} and Andrea Bizzego and \{Berm{\'u}dez Chinea\}, \{Julio Daniel\} and Gianluca Esposito and Rothenberg, \{W. Andrew\} and Clifton, \{Jeremy D.W.\} and Dario Bacchini and Lei Chang and Kirby Deater-Deckard and \{Di Giunta\}, Laura and Dodge, \{Kenneth A.\} and Sevtap Gurdal and Daranee Junla and Paul Oburu and Concetta Pastorelli and Skinner, \{Ann T.\} and Emma Sorbring and Laurence Steinberg and Bornstein, \{Marc H.\} and \{Uribe Tirado\}, \{Liliana Maria\} and Saengduean Yotanyamaneewong and Alampay, \{Liane Pe{\~n}a\} and Al-Hassan, \{Suha M.\}",

note = "Publisher Copyright: {\textcopyright} 2024",

year = "2025",

month = sep,

day = "1",

doi = "10.1016/j.appdev.2025.101858",

language = "English",

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T1 - Precursors of young adults' world beliefs across cultures

T2 - A machine learning approach

AU - Lansford, Jennifer E.

AU - Bizzego, Andrea

AU - Bermúdez Chinea, Julio Daniel

AU - Esposito, Gianluca

AU - Rothenberg, W. Andrew

AU - Clifton, Jeremy D.W.

AU - Bacchini, Dario

AU - Chang, Lei

AU - Deater-Deckard, Kirby

AU - Di Giunta, Laura

AU - Dodge, Kenneth A.

AU - Gurdal, Sevtap

AU - Junla, Daranee

AU - Oburu, Paul

AU - Pastorelli, Concetta

AU - Skinner, Ann T.

AU - Sorbring, Emma

AU - Steinberg, Laurence

AU - Bornstein, Marc H.

AU - Uribe Tirado, Liliana Maria

AU - Yotanyamaneewong, Saengduean

AU - Alampay, Liane Peña

AU - Al-Hassan, Suha M.

PY - 2025/9/1

Y1 - 2025/9/1

KW - Culture

KW - Development

KW - Family

KW - Parenting

KW - Primal world beliefs

KW - Primals

UR - https://www.scopus.com/pages/publications/105014622508

UR - https://www.scopus.com/pages/publications/105014622508#tab=citedBy

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DO - 10.1016/j.appdev.2025.101858

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AN - SCOPUS:105014622508

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VL - 100

JO - Journal of Applied Developmental Psychology

JF - Journal of Applied Developmental Psychology

M1 - 101858

ER -

Precursors of young adults' world beliefs across cultures: A machine learning approach

ASJC Scopus Subject Areas

Keywords

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