Choosing prediction over explanation in psychology: Lessons from machine learning

T Yarkoni, J Westfall - Perspectives on Psychological …, 2017 - journals.sagepub.com
Psychology has historically been concerned, first and foremost, with explaining the causal
mechanisms that give rise to behavior. Randomized, tightly controlled experiments are …

[HTML][HTML] Early risk and protective factors for problem gambling: A systematic review and meta-analysis of longitudinal studies

NA Dowling, SS Merkouris, CJ Greenwood… - Clinical psychology …, 2017 - Elsevier
This systematic review aimed to identify early risk and protective factors (in childhood,
adolescence or young adulthood) longitudinally associated with the subsequent …

Adolescents and loot boxes: Links with problem gambling and motivations for purchase

D Zendle, R Meyer, H Over - Royal Society open science, 2019 - royalsocietypublishing.org
Loot boxes are items in video games that can be paid for with real-world money but contain
randomized contents. Many games that feature loot boxes are played by adolescents …

Evaluation of a behavioral measure of risk taking: the Balloon Analogue Risk Task (BART).

CW Lejuez, JP Read, CW Kahler… - Journal of …, 2002 - psycnet.apa.org
Abstract The present study (N= 86) sought to evaluate a laboratory-based behavioral
measure of risk taking (the Balloon Analogue Risk Task; BART) and to test associations …

A pathways model of problem and pathological gambling

A Blaszczynski, L Nower - Addiction, 2002 - Wiley Online Library
At the moment, there is no single conceptual theoretical model of gambling that adequately
accounts for the multiple biological, psychological and ecological variables contributing to …

Impulsivity as a vulnerability marker for substance-use disorders: review of findings from high-risk research, problem gamblers and genetic association studies

A Verdejo-García, AJ Lawrence, L Clark - Neuroscience & Biobehavioral …, 2008 - Elsevier
There is a longstanding association between substance-use disorders (SUDs) and the
psychological construct of impulsivity. In the first section of this review, personality and …

Validation of the UPPS impulsive behaviour scale: a four‐factor model of impulsivity

SP Whiteside, DR Lynam, JD Miller… - European Journal of …, 2005 - journals.sagepub.com
The current study attempts to clarify the multi‐faceted nature of impulsivity through the use of
the four‐factor UPPS Impulsive Behaviour scale. In order to build the nomological network …

Behavioral addictions as mental disorders: to be or not to be?

NM Petry, K Zajac, MK Ginley - Annual review of clinical …, 2018 - annualreviews.org
Should excessive and problematic engagement in nonsubstance use behaviors be mental
disorders? The fifth edition of the Diagnostic and Statistical Manual of Mental Disorders …

Impulsivity in internet addiction: a comparison with pathological gambling

HW Lee, JS Choi, YC Shin, JY Lee… - … , behavior, and social …, 2012 - liebertpub.com
Internet addiction has been considered to be associated with poor impulse control. The aim
of this study is to compare the trait impulsivity of those suffering from Internet addiction with …

The relationship between impulsivity and Internet addiction in a sample of Chinese adolescents

F Cao, L Su, TQ Liu, X Gao - European Psychiatry, 2007 - cambridge.org
ObjectivePrevious studies regarding internet addiction have investigated associated
psychological variables such as shyness, loneliness, self-consciousness, anxiety …