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Factorial Analysis is an experimental design that applies Analysis of Variance (ANOVA) statistical procedures to examine a change in a dependent variable due to more than one independent variable, also known as factors. Changes in worker productivity can be reasoned, for example, to be influenced by salary and other conditions, such as skill level. One way to test this hypothesis is by categorizing salary into three levels (low, moderate, and high) and skills sets into two levels (entry level...
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Assessing digital advertising exposure using a virtual experimental protocol.

Jennifer Cantrell1, Jeffrey Bingenheimer2, Shreya Tulsiani3

  • 1Department of Social and Behavioral Sciences, School of Global Public Health, New York University, New York, NY, USA.

Digital Health
|June 9, 2022
PubMed
Summary
This summary is machine-generated.

A virtual experiment shows five digital ad exposures over two weeks best improve ad recognition. More exposures may be needed for message recall in online public education campaigns.

Keywords:
Health communicationsbehavior changedigitalonlinepreventionremote clinical trialssmokingsocial media

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Area of Science:

  • Digital Health Communication
  • Public Health Campaigns
  • Advertising Research

Background:

  • Online public education campaigns are increasing, necessitating research into digital advertising's impact on individual outcomes.
  • Understanding dose-response effects of digital ads is crucial for effective campaign design.

Purpose of the Study:

  • To develop a virtual experimental protocol for assessing dose-response effects of digital video ads on campaign outcomes.
  • To evaluate individual-level exposure effects in a naturalistic online browsing environment.

Main Methods:

  • Young adults (n=221) participated in a 2-week study using a mock YouTube mobile app.
  • Participants were randomized to receive 0-6 non-skippable digital video ad exposures from an e-cigarette prevention campaign.
  • Outcomes included self-reported ad recognition, exposure frequency, and message knowledge.

Main Results:

  • A virtual protocol effectively evaluated digital advertising dose-response effects.
  • Five digital ad exposures over two weeks yielded the highest ad recognition.
  • Increased exposure levels might be necessary for enhanced message knowledge and content effects.

Conclusions:

  • The virtual protocol can be adapted to study various digital advertising effects on knowledge, attitudes, and beliefs.
  • Findings provide evidence for optimal digital exposure levels in public health campaigns.