Pretty hurts. A scoping review of interventions targeting digitally manipulated images.
Level 5 - mechanism / opinion, no new human data
Scoping review mapping heterogeneous literature without quantitative meta-analysis (graded by design analogy)
PubMed 41990434 · doi:10.1016/j.bodyim.2026.102088
What was done
Following PRISMA-ScR guidelines, this scoping review synthesized 59 empirical studies examining interventions targeting psychological and behavioral responses to idealized or digitally altered media images. Literature was mapped across intervention types, mediating and moderating variables, and outcome measures.
What was found
The abstract reports no numerical data, effect sizes, or test statistics. Across seven identified intervention categories, disclaimer and warning labels dominated the literature but showed limited or mixed outcomes, occasionally increasing appearance-related concerns. Conversely, authenticity labels, paired images depicting unedited reality ('Instagram vs reality'), and body-positive or self-compassionate messages were more frequently linked to favorable affective and body-related outcomes. Media literacy and psychoeducation showed modest, short-term benefits, and mandatory disclosures raised manipulation awareness without consistent attitudinal improvement. Perceived authenticity and realism frequently mediated effects, while appearance comparison and thin-ideal internalization acted as recurrent moderators.
Why it matters
These findings suggest that standard disclaimer labels on retouched media provide minimal benefit and may backfire, whereas interventions emphasizing authenticity and compassion offer a more promising direction for policy and intervention design.
Limits
The abstract provides no numerical data, pooled effect sizes, or confidence intervals. Participant characteristics, sample sizes, intervention durations, and study-level risk of bias are not reported in the abstract.
Cited by
- supports Studies show that even when people know social media displays curated, non-accurate versions of lives, they still believe the depictions.