k 2024

(In)accuracy and Convergent Validity of Daily End-of-day and Single-time Self-reported Estimations of Smartphone Use among Adolescents

TKACZYK, Michal, Martin TANCOŠ, David ŠMAHEL, Steriani ELAVSKY, Jaromír PLHÁK et. al.

Basic information

Original name

(In)accuracy and Convergent Validity of Daily End-of-day and Single-time Self-reported Estimations of Smartphone Use among Adolescents

Authors

TKACZYK, Michal, Martin TANCOŠ, David ŠMAHEL, Steriani ELAVSKY and Jaromír PLHÁK

Edition

Society for Ambulatory Assessment 2024, 2024

Other information

Language

English

Type of outcome

Presentations at conferences

Country of publisher

United States of America

Confidentiality degree

is not subject to a state or trade secret

Organization

Fakulta sociálních studií – Repository – Repository

Keywords in English

accuracy; convergent validity; self-reports; digital trace; smartphone use; adolescents

Links

CZ.02.01.01/00/22_008/0004583, interní kód Repo. EH22_008/0004583, research and development project.
Changed: 31/1/2025 00:51, RNDr. Daniel Jakubík

Abstract

V originále

Understanding the measurement error introduced by self-reports of smartphone use is essential for making meaningful inferences about smartphone use and its effects. Evidence for the self-reports of smartphone use in repeated measurement designs is largely missing. Based on self- reported and digital trace data from 137 Czech adolescents (41% girls, Mage = 14.95 years), this study examined the accuracy, directional bias, and convergent validity of daily end-of-day and single-time self-reports of screen time and phone-checking behaviour. Overall, the study found considerable discrepancies between self-reported smartphone use and digital trace and low between-person convergent validity for all self-reports considered for the study, which indicates that self-reports are poor measures of smartphone use. Respondents usually underestimated their screen time and phone-checking behaviour in daily and single-time self-reports. The within-person convergent validity of daily reports was low, which shows their poor ability to capture the actual day-to-day fluctuations in smartphone use. The current study shows that the self-reports of smartphone use introduce considerable measurement error. The study reinforces the evidence that conclusions about smartphone use and its effects based on self-reported data should be taken with caution and extends it to daily reports typically used in repeated measurement studies. When possible, researchers should avoid self-reports of smartphone use, and collect digital trace data instead.
Displayed: 14/5/2025 12:47