A systematic review and meta-analysis of discrepancies between logged and self-reported digital media use

DA Parry, BI Davidson, CJR Sewall, JT Fisher… - Nature Human …, 2021 - nature.com
There is widespread public and academic interest in understanding the uses and effects of
digital media. Scholars primarily use self-report measures of the quantity or duration of …

Media use is linked to lower psychological well-being: Evidence from three datasets

JM Twenge, WK Campbell - Psychiatric Quarterly, 2019 - Springer
Adolescents spend a substantial and increasing amount of time using digital media
(smartphones, computers, social media, gaming, Internet), but existing studies do not agree …

Assessing the validity of self-report social media use: Evidence of No relationship with objective smartphone use

T Mahalingham, PM McEvoy, PJF Clarke - Computers in Human Behavior, 2023 - Elsevier
Social media use research remains dominated by self-report measures, despite concerns
they may not accurately reflect objective social media use. The association between …

The reliability and temporal stability of self-reported media exposure: A meta-analysis

M Scharkow - Communication Methods and Measures, 2019 - Taylor & Francis
The measurement of media exposure is essential to not only traditional audience research,
but also media effects research which relies on accurate estimates of media exposure. Even …

Comparing survey and diary measures of internet and traditional media use

BS Greenberg, MS Eastin, P Skalski… - Communication …, 2005 - Taylor & Francis
Considerable debate exists over the accuracy of self‐reported media use measures. This
report compares two methodologies for studying Internet and traditional media use: online …

Good news! Communication findings may be underestimated: Comparing effect sizes with self-reported and logged smartphone use data

SM Jones-Jang, YJ Heo, R McKeever… - Journal of Computer …, 2020 - academic.oup.com
Despite long-standing concerns over self-reported measures of media use, media research
has relied heavily on self-reported data. This study not only examined discrepancies …

Two half-truths make a whole? On bias in self-reports and tracking data

P Jürgens, B Stark, M Magin - Social Science Computer …, 2020 - journals.sagepub.com
The pervasive use of mobile information technologies brings new patterns of media usage,
but also challenges to the measurement of media exposure. Researchers wishing to, for …

[HTML][HTML] Experience sampling self-reports of social media use have comparable predictive validity to digital trace measures

T Verbeij, JL Pouwels, I Beyens, PM Valkenburg - Scientific Reports, 2022 - nature.com
Research agrees that self-reported measures of time spent with social media (TSM) show
poor convergent validity, because they correlate modestly with equivalent objective digital …

The accuracy of self-reported internet use—a validation study using client log data

M Scharkow - Communication Methods and Measures, 2016 - Taylor & Francis
The vast majority of empirical research on online communication, or media use in general,
relies on self-report measures instead of behavioral data. Previous research has shown that …

How psychosocial well-being and usage amount predict inaccuracies in retrospective estimates of digital technology use

CJR Sewall, TM Bear, J Merranko… - Mobile Media & …, 2020 - journals.sagepub.com
Using Apple's Screen Time application to obtain reported actual iPhone and social media
(SM) use, we examined the accuracy of retrospective estimates of usage, how inaccuracies …