Evidence map›Paper›PMID 35180222›Full record

ArticlePloS one2022

The surprising power of a click requirement: How click requirements and warnings affect users' willingness to disclose personal information.

Robert Epstein, Vanessa R Zankich

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
3.2field-weighted citation impact, top 8% of its field
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

3 citing papers in PubMed, 9 citations in OpenAlex.

  1. Trial
  2. Article
  3. 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

2 authors at 1 institution in 1 country.

Robert EpsteinAmerican Institute for Behavioral Research and Technology, Vista, California, United States of America.ORCID 0000-0002-7484-6282
Vanessa R ZankichAmerican Institute for Behavioral Research and Technology, Vista, California, United States of America.
American Institute for Behavioral Research and Technology · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

What kinds of information and alerts might cause internet users to be more cautious about what they reveal online? We used a 25-item survey to determine whether the strength of Terms of Service (TOS) warnings and the inclusion of a click requirement affect people's willingness to admit to engaging in inappropriate behaviors. A racially and ethnically diverse group of 1,500 people participated in the study; 98.3% were from the US and India and the remainder from 18 other countries. Participants were randomly assigned to five different groups in which warnings and click requirements varied. In the control condition, no warning was provided. In the four experimental groups, two factors were varied in a 2 × 2 factorial design: strength of warning and click requirement. We found that strong warnings were more effective than weak warnings in decreasing personal disclosures and that click requirements added to the deterrent power of both strong and weak warnings. We also found that a commonly used TOS warning has no impact on disclosures. Participants in the control group provided 32.8% more information than participants in the two click requirement groups combined and 24.3% more information than participants in the four experimental groups combined. The pattern according to which people dropped out of the five different groups sheds further light on the surprising power of the click requirement, as well as on the importance of tracking attrition in online studies.

Indexed as

Consumer BehaviorDisclosureInternet UsePersonally Identifiable InformationPrivacyAdolescentAdultAgedAged, 80 and overAge FactorsAnalysis of VarianceFemaleHumansIndiaMaleMiddle Aged

Identifiers

PMID35180222
PMCPMC8856545
OpenAlexW4213114574

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.