Evidence map›Paper›PMID 39420418›Full record

ArticleBMC psychology2024

Path analysis reveals cross-country differences between Czech and Chinese university students in effect of internet and smartphone addiction, mental health, and personality traits on academic achievement in the post-pandemic era.

Jana Kvintova, Jan Sebastian Novotny, Hongyang Liu, Lucie Vachova, Jiri Kantor

Abstract read
In one paragraph

Article in BMC psychology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 pooled it
–field-weighted citation impact
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

11 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
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.

Jana KvintovaDepartment of Psychology and Abnormal Psychology, Faculty of Education, Palacký University, Olomouc, 779 00, Czech Republic.ORCID http://orcid.org/0000-0003-0014-1666
Jan Sebastian NovotnyDepartment of Psychology and Abnormal Psychology, Faculty of Education, Palacký University, Olomouc, 779 00, Czech Republic.ORCID http://orcid.org/0000-0001-5074-8971
Hongyang LiuDepartment of Psychology and Abnormal Psychology, Faculty of Education, Palacký University, Olomouc, 779 00, Czech Republic. hongyang.liu01@upol.cz.ORCID http://orcid.org/0000-0002-5135-2925
Lucie VachovaDepartment of Psychology and Abnormal Psychology, Faculty of Education, Palacký University, Olomouc, 779 00, Czech Republic.ORCID http://orcid.org/0000-0002-8400-4791
Jiri KantorInstitute of Special Educational Studies, Faculty of Education, Palacký University, Olomouc, 779 00, Czech Republic.ORCID http://orcid.org/0000-0001-6016-3408

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite extensive evidence on the impact of various mental health issues including smartphone/internet addiction, and personality traits on academic achievement, little is known about the complex interactions between multiple of these factors simultaneously, as well as cross-country differences in these nuanced relationships. In particular, understanding the role of the mentioned addictions has become increasingly important in recent years in the context of the COVID-19 pandemic. The aim of this cross-country study was to investigate, using path analysis, the complex relationships between mental health determinants (depression, anxiety, stress, resilience, and smartphone/internet addiction) and academic achievement in 1785 Czech and Chinese university students using an online battery of psychological tests. The results confirmed the previously described effect of multiple factors (anxiety, stress, resilience, smartphone/internet addiction, personality traits, and sex, Extraversion, Agreeableness, Conscientiousness) on academic achievement, overlapping in most cases for both groups of students. At the same time, however, different country-dependent patterns of interactions emerged. For the Czech students, the variables formed a complex network of interacting factors, whereas for the Chinese students, the effect of each cluster of factors was separate for individual domains of academic achievement. These cross-country differences have implications particularly for planning and targeting the most effective interventions to promote and develop academic achievement.

Indexed as

Academic SuccessCOVID-19Internet Addiction DisorderPersonalityStudentsAdolescentAdultAnxietyBehavior, AddictiveChinaCross-Cultural ComparisonCzech RepublicDepressionFemaleHumansMaleAcademic achievementCross-country differencesInternet addictionMental healthPersonality traitsSmartphone addiction

Identifiers

PMID39420418
PMCPMC11487747

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.