A review on longitudinal data analysis with random forest

J Hu, S Szymczak - Briefings in bioinformatics, 2023 - academic.oup.com
In longitudinal studies variables are measured repeatedly over time, leading to clustered
and correlated observations. If the goal of the study is to develop prediction models …

Centering categorical predictors in multilevel models: Best practices and interpretation.

HE Yaremych, KJ Preacher, D Hedeker - Psychological methods, 2023 - psycnet.apa.org
The topic of centering in multilevel modeling (MLM) has received substantial attention from
methodologists, as different centering choices for lower-level predictors present important …

Effect of early mobilisation on long-term cognitive impairment in critical illness in the USA: a randomised controlled trial

BK Patel, KS Wolfe, SB Patel, KC Dugan… - The Lancet …, 2023 - thelancet.com
Background Patients who have received mechanical ventilation can have prolonged
cognitive impairment for which there is no known treatment. We aimed to establish whether …

[HTML][HTML] Worldwide increases in adolescent loneliness

JM Twenge, J Haidt, AB Blake, C McAllister… - Journal of …, 2021 - Elsevier
Introduction Several studies have documented increases in adolescent loneliness and
depression in the US, UK, and Canada after 2012, but it is unknown whether these trends …

Work-life conflict during the COVID-19 pandemic

S Schieman, PJ Badawy, M A. Milkie, A Bierman - Socius, 2021 - journals.sagepub.com
The coronavirus disease 2019 pandemic upended work, family, and social life. These
massive changes may have created shifts in exposure to work-life conflict. Using a national …

Efficacy of dialectical behavior therapy for adolescents at high risk for suicide: a randomized clinical trial

E McCauley, MS Berk, JR Asarnow, M Adrian… - JAMA …, 2018 - jamanetwork.com
Importance Suicide is a leading cause of death among 10-to 24-year-old individuals in the
United States; evidence on effective treatment for adolescents who engage in suicidal and …

Quantifying explained variance in multilevel models: An integrative framework for defining R-squared measures.

JD Rights, SK Sterba - Psychological methods, 2019 - psycnet.apa.org
Researchers often mention the utility and need for R-squared measures of explained
variance for multilevel models (MLMs). Although this topic has been addressed by …

Laminectomy plus fusion versus laminectomy alone for lumbar spondylolisthesis

Z Ghogawala, J Dziura, WE Butler, F Dai… - … England Journal of …, 2016 - Mass Medical Soc
Background The comparative effectiveness of performing instrumented (rigid pedicle screws
affixed to titanium alloy rods) lumbar spinal fusion in addition to decompressive laminectomy …

The effect of occupational self-efficacy on work performance through intrinsic work motivation

F Çetin, D Aşkun - Management Research Review, 2018 - emerald.com
Purpose Today, organizations work hard to improve the motivation of their employees and
related knowledge, skills and abilities to enhance work performance. Among many other …