Search results for " multilevel model"

showing 2 items of 12 documents

Challenges in dental statistics: data and modelling

2022

The aim of this work is to present the reflections and proposals derived from the first Workshop of the SISMEC STATDENT working group on statistical methods and applications in dentistry, held in Ancona (Italy) on 28th September 2011. STATDENT began as a forum of comparison and discussion for statisticians working in the field of dental research in order to suggest new and improve existing biostatistical and clinical epidemiological methods. During the meeting, we dealt with very important topics of statistical methodology for the analysis of dental data, covering the analysis of hierarchically structured and over-dispersed data, the issue of calibration and reproducibility, as well as some…

lcsh:R5-920Dental researchbusiness.industryCalibration (statistics)lcsh:Public aspects of medicinelcsh:RA1-1270Epidemiological methodMultilevel modelingExaminer reliabilityField (computer science)ReproducibilityOverdispersionSettore MED/01 - Statistica MedicaSurvey methodologyDmftDmft; Multilevel modeling; Zero-inflation; Overdispersion; Reproducibility; Examiner reliabilityDental EpidemiologyStatisticsMedicinebusinesslcsh:Medicine (General)Zero-inflation
researchProduct

Prosociality and life satisfaction: A daily-diary investigation among Spanish university students

2018

Abstract With a diary study, we tested the positive effect of prosociality on life satisfaction. Fifty-six Spanish undergraduate students (45 females; Mage = 21.08 years) rated their life satisfaction, prosociality, self-esteem, and physical appearance for 5 consecutive days. Multilevel results indicated that within-individual positive deviations in prosociality (i.e., behaving more prosocial than usual) were uniquely and significantly associated with higher life satisfaction on that specific day. Students' self-esteem, physical appearance, and positive daily events were also predictive of life satisfaction. Exploratory analyses revealed that the positive effect of prosociality on life sati…

self-esteemlife satisfaction; multilevel modeling; physical appearance; prosociality; self-esteemphysical appearancemedia_common.quotation_subject05 social sciencesMultilevel modelprosocialitySelf-esteemLife satisfaction050109 social psychologyDaily eventsHuman physical appearanceDaily diary050105 experimental psychologyDevelopmental psychologyProsocial behaviorEarly adulthood0501 psychology and cognitive sciencesPsychologylife satisfactionmultilevel modelingGeneral Psychologymedia_commonPersonality and Individual Differences
researchProduct