Evidence map›Paper›PMID 33632321›Full record

Observational studyBMC psychology2021

Predictive factors of quality of life among medical students: results from a multicentric study.

Alice de Queiroz Constantino Miguel, Patricia Tempski, Renata Kobayasi, Fernanda B Mayer, Milton A Martins

Open access · goldAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in BMC psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 2 pooled it
13.4field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 56 citations in OpenAlex.

  1. Pooled it
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  3. A pilot study of body-mind-spirit group therapy on sleep and quality of life in individuals with visual impairment.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
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  11. Change in quality of life in medical students across graduation: results of POLLEK study.International journal of occupational medicine and environmental health · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Alice de Queiroz Constantino MiguelCentro de Desenvolvimento de Educação Médica, Faculdade de Medicina da Universidade de Sao Paulo, Av. Dr. Arnaldo 455 sala 1210, Sao Paulo, SP, 01246-903, Brazil. aliceqcmiguel@gmail.com.ORCID http://orcid.org/0000-0001-5359-0356
Patricia TempskiCentro de Desenvolvimento de Educação Médica, Faculdade de Medicina da Universidade de Sao Paulo, Av. Dr. Arnaldo 455 sala 1210, Sao Paulo, SP, 01246-903, Brazil.
Renata KobayasiCentro de Desenvolvimento de Educação Médica, Faculdade de Medicina da Universidade de Sao Paulo, Av. Dr. Arnaldo 455 sala 1210, Sao Paulo, SP, 01246-903, Brazil.
Fernanda B MayerPontifícia Universidade Católica do Paraná, Curitiba, Brazil.
Milton A MartinsCentro de Desenvolvimento de Educação Médica, Faculdade de Medicina da Universidade de Sao Paulo, Av. Dr. Arnaldo 455 sala 1210, Sao Paulo, SP, 01246-903, Brazil.
Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo · BRPontifícia Universidade Católica do Paraná · BRUniversidade Federal de São Carlos · BR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedical students have a worse perception of Quality of Life (QoL) and a high prevalence of psychosocial suffering when compared to the general population. The objective of this study was to investigate associated factors with Quality of Life of Brazilian medical students from an exploratory analysis in a cross-sectional study described in accordance with the STROBE (Strengthening the Reporting of Observational studies in Epidemiology) guidelines.

methodsThis is a cross-sectional and multicenter study with national sample randomized by sex and year of the course. Data were collected between August 2011 and August 2012, using an electronic platform (VERAS platform). Our outcomes included: personal quality of life (QoLp) and quality of life related to medical course activities (QoLmc), both measured using a score ranging from 0 (worst) to 10 (best). Variables as predictors: the World Health Organization Quality of Life Assessment abbreviated version (WHOQOL-BREF); VERAS-Q (a questionnaire created to evaluate the QoL of students in health professions); Epworth Sleepiness Scale (ESS), Pittsburgh Sleep Quality Index (PSQI), Beck Depression Inventory (BDI), State-Trait Anxiety Inventory (STAI), Maslach Burnout Inventory (MBI), Resilience Scale (RS-14), Interpersonal Reactivity Multidimensional Scale (IRMS) and Dundee Ready Education Environment Measure (DREEM).

resultsOur sample is comprised of 1350 (81.8%) medical students. When comparing predictors and both quality of life outcome measures, we found a negative correlation between QoL and the BDI, PSQI and ESS scores. Through a multiple linear regression mode we identified the median of significant predictors to higher QoL. We then run a tree regression model that demonstrated that the VERAS-Q-physical health domain (a domain assessing self-care, self-perception of health, sleep, leisure, physical activity and appearance) was the most important factor predicting QoL. Students with a VERAS-Q-physical health score ≥ 60.9 and a VERAS-Q-time management (address the management of the student's time, free time and whether he can dedicate himself to other activities besides the course) score ≥ 55.7 presented the best QoLmc (score: 8.08-9.63%). Students with a VERAS-Q-physical health score ≥ 79.7 presented the highest QoLp (score 8.93-8.74%).

conclusionPhysical symptoms, self-perception of health and self-care assessed by the VERAS-Q physical domain had association with both final outcomes. Time management seems to have a protective role for better Quality of Life. These variables should be taken in consideration when designing interventions to improve Quality of Life among medical students.

Indexed as

Quality of LifeStudents, MedicalBurnout, PsychologicalCross-Sectional StudiesHumansMaleSurveys and QuestionnairesEducationMedicalMulticenter studyPredictive factorsQuality of lifeStudentsTime management

Identifiers

PMID33632321
PMCPMC7905855
OpenAlexW3131774834

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.