Evidence map›Paper›PMID 31344679›Full record

ArticleJMIR public health and surveillance2019

Generating Engagement on the Make Healthy Normal Campaign Facebook Page: Analysis of Facebook Analytics.

James Kite, Anne Grunseit, Vincy Li, John Vineburg, Nathan Berton, Adrian Bauman, Becky Freeman

Abstract read
In one paragraph

Article in JMIR public health and surveillance, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 3 pooled it
–field-weighted citation impact
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

19 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  8. Observational
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  10. Smokers' Engagement Behavior on Facebook: Verbalizing and Visual Expressing the Smoking Cessation Process.International journal of environmental research and public health · 2022
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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

7 authors.

James KitePrevention Research Collaboration, Sydney School of Public Health and Charles Perkins Centre, The University of Sydney, The University of Sydney, Australia.ORCID http://orcid.org/0000-0001-5500-2538
Anne GrunseitPrevention Research Collaboration, Sydney School of Public Health and Charles Perkins Centre, The University of Sydney, The University of Sydney, Australia.ORCID http://orcid.org/0000-0003-1250-3265
Vincy LiNew South Wales Office of Preventive Health, Liverpool, Australia.ORCID http://orcid.org/0000-0003-4035-4973
John VineburgCentre for Population Health, New South Wales Ministry of Health, North Sydney, Australia.ORCID http://orcid.org/0000-0003-1117-093X
Nathan BertonStrategic Communications and Engagement, New South Wales Ministry of Health, North Sydney, Australia.ORCID http://orcid.org/0000-0001-5905-3383
Adrian BaumanPrevention Research Collaboration, Sydney School of Public Health and Charles Perkins Centre, The University of Sydney, The University of Sydney, Australia.ORCID http://orcid.org/0000-0002-0369-4621
Becky FreemanPrevention Research Collaboration, Sydney School of Public Health and Charles Perkins Centre, The University of Sydney, The University of Sydney, Australia.ORCID http://orcid.org/0000-0002-2082-9612

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFacebook is increasingly being used as part of mass media campaigns in public health, including the Make Healthy Normal (MHN) campaign in New South Wales, Australia. Therefore, it is important to understand what role Facebook can play in mass media campaigns and how best to use it to augment or amplify campaign effects. However, few studies have explored this.

objectiveThis study aimed to investigate usage of and engagement with the MHN Facebook page and to identify influential factors in driving engagement with the page.

methodsWe examined both post-level and page-level analytic data from Facebook from the campaign's launch in June 2015 to September 2017. For post-level data, we conducted a series of negative binomial regressions with four different outcome measures (likes, shares, comments, post consumers), including some characteristics of Facebook posts as predictors. We also conducted time series analyses to examine associations between page-level outcomes (new page likes or "fans" and number of engaged users) and different measures of exposure to the page (number of unique users reached and total count of impressions) and to television advertising.

resultsOf the 392 posts reviewed, 20.7% (n=81) received a paid boost and 58.9% (n=231) were photo posts. We found that posts that received a paid boost reached significantly more users and subsequently received significantly more engagement than organic (unpaid) posts (P<.001). After adjusting for reach, we found the effect of being paid was incremental for all outcome measures for photos and links, but not videos. There were also associations between day of the week and time of post and engagement, with Mondays generally receiving less engagement and posts on a Friday and those made between 8 AM and 5 PM receiving more. At the page level, our time series analyses found that organic impressions predicted a higher number of new fans and engaged users, compared to paid impressions, especially for women. We also found no association between television advertising and engagement with the Facebook page.

conclusionsOur study shows that paying for posts is important for increasing their reach, but that page administrators should look to maximize organic reach because it is associated with significantly higher engagement. Once reach is accounted for, video posts do not benefit from being paid, unlike the other post types. This suggests that page administrators should carefully consider how they use videos as part of a Facebook campaign. Additionally, the lack of association between television advertising and engagement suggests that future campaigns consider how best to link different channels to amplify effects. These results highlight the need for ongoing evaluation of Facebook pages if administrators are to maximize engagement.

Indexed as

evaluationFacebookmass media campaignoverweight and obesitysocial media

Identifiers

PMID31344679
PMCPMC6682272

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.