Can Twitter sentiment help us design better mass communication interventions for public health?A feasibility study focussing on skin cancer prevention
Can Twitter sentiment help us design better mass communication interventions for public health?A feasibility study focussing on skin cancer prevention
批准号:
MR/M026299/1
负责人:
Frank Kee
金额:
$18.82万
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2015
资助国家:
英国
项目状态:
已结题
起止时间:
2015 至 --
中文摘要
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英文摘要
Research has shown that social networks affect the transmission of healthy and unhealthy behaviours and Social Media (SM) have been shown to transmit moods and feelings However, few studies have, by design, harnessed the power of social networks within bespoke public health "e-interventions".Whether such social media could be harnessed to support a successful public health intervention would depend on a range of practical and theoretical issues that have yet to be studied. The proposed study will address the following knowledge gaps to support the feasibility assessment of a Social Media-enabled intervention to promote "Care in the Sun", for the prevention of skin cancer, including: (i) would SM constitute an acceptable means for delivering such interventions in the population?; (ii) would people be willing to share across a SM platform like Twitter, personal issues (e.g. health behaviour/attitudes)?; (iii) what types of SM communication and health issues would attract the attention of the target population, e.g. would the use of certain types of visual images be acceptable/effective?; (iv) what behaviour change theories might plausibly underpin the intervention design. Twitter and Facebook are quite distinct SM platforms, the latter offering more potential to identify a user's characteristics and their expressed friendship networks. We will develop a SM-enabled mass communication campaign designed to change attitudes and behaviours of adults related to reducing harmful Ultra Violet light exposure. This will be delivered using Twitter and in tandem we will explore the potential of Facebook for similar purposes. The outcomes of this feasibility study will include: (i) changes in reported attitudes and behaviours related to UV exposure and skin cancer obtained from "before" and "after" population surveys; (ii) pre and post intervention usage of Twitter, social network architecture of Twitter messages, analyses of sentiments expressed within tweets towards the skin cancer prevention SM campaign and patterns of sentiment diffusion across the social network. The study will help us learn lessons for using social media like Twitter in future public health campaigns.
期刊论文(4)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1186/s40814-022-01207-9
发表时间:
2022-12-12
期刊:
PILOT AND FEASIBILITY STUDIES
影响因子:
1.7
作者:
[O'Kane, Niamh, McKinley, Michelle C. C., Gough, Aisling, Hunter, Ruth F. F.]
通讯作者:
Hunter, Ruth F. F.
DOI:
10.2196/publichealth.6313
发表时间:
2017-03-23
期刊:
JMIR public health and surveillance
影响因子:
8.5
作者:
[Gough A, Hunter RF, Ajao O, Jurek A, McKeown G, Hong J, Barrett E, Ferguson M, McElwee G, McCarthy M, Kee F]
通讯作者:
Kee F
Using Game Theory to assess the effects of social norms and social networks on adolescent smoking in schools: a proof of concept study
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批准号:MR/R011176/1
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项目类别:Research Grant
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资助金额:$94.42万
-
财政年份:2018
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负责人:Frank Kee
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依托单位:
The Centre of Excellence for Public Health (NI) - Phase II (CoEfPHNI/II)
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批准号:MR/K023241/1
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项目类别:Research Grant
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资助金额:$340.4万
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财政年份:2013
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负责人:Frank Kee
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依托单位:
The Northern Ireland Cohort for the Longitudinal Study of Ageing (NICOLA) - CAPI
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批准号:ES/L008459/1
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项目类别:Research Grant
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资助金额:$343.25万
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财政年份:2013
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负责人:Frank Kee
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依托单位:
Physical Activity and the Regeneration of Connswater (the PARC Study)
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批准号:G0802045/1
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项目类别:Research Grant
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资助金额:$139.93万
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财政年份:2010
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负责人:Frank Kee
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依托单位:
The Centre of Excellence for Public Health (Northern Ireland)
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批准号:ES/G007438/1
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项目类别:Research Grant
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资助金额:$264.72万
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财政年份:2008
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负责人:Frank Kee
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依托单位:
Serum Biomarkers in the MORGAM Populations
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批准号:G0601463/1
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项目类别:Research Grant
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资助金额:$68.26万
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财政年份:2007
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负责人:Frank Kee
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依托单位:
海外基金