Beyond the aggregate score: Using multilevel modeling to examine trajectories of laboratory-measured aggression.
Sign Up to like & getrecommendations! Published in 2019 at "Aggressive behavior"
DOI: 10.1002/ab.21837
Abstract: Aggression is often measured in the laboratory as an iterative "tit-for-tat" sequence, in which two aggressors repeatedly inflict retaliatory harm upon each other. Aggression researchers typically quantify aggression by aggregating across participants' aggressive behavior on… read more here.
Keywords: aggression experimental; multilevel modeling; trait physical; physical aggression ... See more keywords
Emotional and cognitive reactivity: Validating a multilevel modeling approach to daily diary data.
Sign Up to like & getrecommendations! Published in 2020 at "Psychological assessment"
DOI: 10.1037/pas0000800
Abstract: An increasing number of studies are applying multilevel modeling (MLM) to daily diary assessments of emotional and cognitive reactivity (ER and CR). Despite their generation of promising results, these methods have yet to be validated.… read more here.
Keywords: diary data; multilevel modeling; daily diary; emotional cognitive ... See more keywords
Children's Sleep and Externalizing Problems: A Day-to-day Multilevel Modeling Approach.
Sign Up to like & getrecommendations! Published in 2022 at "Behavioral sleep medicine"
DOI: 10.1080/15402002.2022.2156510
Abstract: BACKGROUND Sleep problems and externalizing problems tend to be positively associated, but the direction of this association is unclear. METHOD Day-to-day associations between sleep and behavior were examined in children (N = 22) ages 3-8… read more here.
Keywords: externalizing problems; day; day day; multilevel modeling ... See more keywords
Multilevel modeling of geographic variation in general practice consultations.
Sign Up to like & getrecommendations! Published in 2021 at "Health services research"
DOI: 10.1111/1475-6773.13644
Abstract: OBJECTIVE To test relatively simple and complex models for examining model fit, higher-level variation in, and correlates of, GP consultations, where known nonhierarchical data structures are present. SETTING New South Wales (NSW), Australia. DESIGN Association… read more here.
Keywords: modeling geographic; variation; general practice; multilevel modeling ... See more keywords
Catching Up on Multilevel Modeling.
Sign Up to like & getrecommendations! Published in 2022 at "Annual review of psychology"
DOI: 10.1146/annurev-psych-020821-103525
Abstract: This review focuses on the use of multilevel models in psychology and other social sciences. We target readers who are catching up on current best practices and sources of controversy in the specification of multilevel… read more here.
Keywords: multilevel modeling; multilevel; catching multilevel; multilevel models ... See more keywords
Meta-Analysis of Single-Case Experimental Design using Multilevel Modeling.
Sign Up to like & getrecommendations! Published in 2023 at "Behavior modification"
DOI: 10.1177/01454455221144034
Abstract: Multilevel modeling (MLM) is an approach for meta-analyzing single-case experimental designs (SCED). In this paper, we provide a step-by-step guideline for using the MLM to meta-analyze SCED time-series data. The MLM approach is first presented… read more here.
Keywords: multilevel modeling; single case; case experimental; mlm approach ... See more keywords
Multilevel Modeling With Stat-JR SAAs: A Software Review
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Educational and Behavioral Statistics"
DOI: 10.3102/1076998618811383
Abstract: Given the natural hierarchical structure in school-setting data, multilevel modeling (MLM) has been widely employed in education research using a number of different statistical software packages. The purpose of this article is to review a… read more here.
Keywords: multilevel modeling; stat saas; review; software ... See more keywords
Site-Specific Multilevel Modeling of Potato Response to Nitrogen Fertilization
Sign Up to like & getrecommendations! Published in 2017 at "Frontiers in Environmental Science"
DOI: 10.3389/fenvs.2017.00081
Abstract: Technologies of precision agriculture, digital soil maps and meteorological stations provide a minimum data set to guide precision farming operations. However, determining optimal nutrient requirements for potato (Solanum tuberosum L.) crops at subfield scale remains… read more here.
Keywords: fertilization; multilevel modeling; response; site specific ... See more keywords
MultiSCED: A tool for (meta-)analyzing single-case experimental data with multilevel modeling
Sign Up to like & getrecommendations! Published in 2019 at "Behavior Research Methods"
DOI: 10.3758/s13428-019-01216-2
Abstract: The MultiSCED web application has been developed to assist applied researchers in behavioral sciences to apply multilevel modeling to quantitatively summarize single-case experimental design (SCED) studies through a user-friendly point-and-click interface embedded within R. In… read more here.
Keywords: case experimental; single case; multilevel modeling;