Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: JMIR Mental Health

Date Submitted: Apr 24, 2024
Date Accepted: Jan 7, 2025

The final, peer-reviewed published version of this preprint can be found here:

Problematic Digital Technology Use Measures in Children Aged 0 to 6 Years: Scoping Review

Selak Å, Horvat J, Žmavc M

Problematic Digital Technology Use Measures in Children Aged 0 to 6 Years: Scoping Review

JMIR Ment Health 2025;12:e59869

DOI: 10.2196/59869

PMID: 40100254

PMCID: 11962332

Problematic Digital Technology Use in Children Aged 0 to 6 Years: A Scoping Review of Measures Beyond Screen Time

  • Å pela Selak; 
  • Janja Horvat; 
  • Mark Žmavc

ABSTRACT

Background:

In the interest of accurately assessing the effects of digital technology use in early childhood, researchers and experts have emphasized the need to conceptualize and measure children’s digital technology use beyond screen time. Researchers have argued that many patterns of early digital technology use could be problematic, resulting in the emerging need to list and examine these measures.

Objective:

Our intention was to review existing empirical literature employing measures of problematic digital technology use in preschool children with the end goal of identifying a set of reliable and valid measures predicting negative outcomes for children’s health, development or well-being.

Methods:

A scoping review across three databases was conducted to identify peer-reviewed publications, published since 2012, written in the English language, describing an empirical study, including a measure of problematic digital technology use beyond exposure (i.e., screen time) in the population of children, 0 to 6 years-old.

Results:

The search yielded 93 empirical studies, in which 16 composite measures of problematic use, and 23 measures of specific problematic use aspects were found. Existing composite measures conceptualize problematic use as either a group of risky behaviors or as a group of symptoms of a presumed underlying disorder, with the latter being more common. Looking at their conceptual background and psychometric properties, existing composite measures fall short of reliably assessing all crucial aspects of problematic digital technology use in early childhood. Therefore, the benefits and shortcomings of specific problematic digital technology use measures are evaluated and discussed.

Conclusions:

Based on current research, early exposure to digital technologies, device use before sleep, and solitary device use represent measures which have been consistently associated with negative outcomes for children. Additionally, potential measures of problematic use include device use during meals, device use for emotion regulation, device multitasking, and technoference, warranting further research. Due to the lack of experimental and longitudinal studies regarding the effect on undesirable outcomes, more high-quality research needs to be published before offering firm recommendations for a finite set of problematic digital technology use measures to be used for screening or diagnostic purposes in infants, toddlers and preschool children.


 Citation

Please cite as:

Selak Å, Horvat J, Žmavc M

Problematic Digital Technology Use Measures in Children Aged 0 to 6 Years: Scoping Review

JMIR Ment Health 2025;12:e59869

DOI: 10.2196/59869

PMID: 40100254

PMCID: 11962332

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.