Department of Population and Quantitative Health Sciences, Division of Preventive and Behavioral Medicine, UMass Chan Medical School, Worcester, MA, USA.
Department of Population and Quantitative Health Sciences, Division of Health Informatics and Implementation Science, UMass Chan Medical School, Worcester, MA, USA.
BMC Public Health. 2024 Oct 18;24(1):2872. doi: 10.1186/s12889-024-20140-5.
Mood-tailored communications may help increase the effectiveness of smoking cessation messaging interventions. We used both self-report and psychophysiological measures to test the impact of mood on responses to cessation messages in adults who smoke.
In a two-part (crowdsourcing and psychophysiological studies) study, the impact of 30 smoking cessation messages comprised of five themes (i.e., financial, health, quality-of-life, challenges in quitting, motivation to quit) were tested. In a crowdsourcing study, participants (N = 600) were randomly placed into one of three mood induction tasks (i.e., positive, negative, neutral), and then viewed the smoking cessation messages. After each message, they were asked to self-report their motivation to quit, message receptivity, and the perceived relevance of the messages. In an in-lab, psychophysiological study, participants (N = 42) completed the same tasks as the crowdsourcing participants but were monitored for heart rate, skin conductance, and eye-tracking while viewing the cessation messages. Using a multi-attribute decision-making model (MADM) using outcomes from both studies, messages were ranked for each mood state.
The top messages for participants in the positive mood condition included the challenges in quitting, financial costs/rewards, and motivations to quit themes. The top messages for participants assigned to the negative mood condition included the challenges in quitting, quality-of-life, and financial costs/rewards themes. For participants in the neutral mood condition, messages in the challenges in quitting and quality of life themes performed best.
Variations in the preferences of messages and themes by mood condition suggest that mood-tailored communication may increase the effectiveness of smoking cessation messages.
情绪定制的沟通方式可能有助于提高戒烟信息干预的效果。我们使用自我报告和心理生理测量来测试情绪对吸烟成年人对戒烟信息的反应的影响。
在两部分(众包和心理生理研究)研究中,测试了由五个主题组成的 30 条戒烟信息的影响(即经济、健康、生活质量、戒烟挑战、戒烟动机)。在众包研究中,参与者(N=600)被随机分配到三种情绪诱导任务(即积极、消极、中性)之一,然后观看戒烟信息。观看每条信息后,他们被要求自我报告戒烟动机、信息接受度以及信息的相关性。在实验室心理生理研究中,参与者(N=42)完成了与众包参与者相同的任务,但在观看戒烟信息时监测心率、皮肤电导和眼动。使用来自两项研究的结果的多属性决策模型(MADM),对每种情绪状态的信息进行排名。
在积极情绪状态下,参与者最喜欢的信息包括戒烟挑战、经济成本/收益和戒烟动机主题。在消极情绪状态下,参与者最喜欢的信息包括戒烟挑战、生活质量和经济成本/收益主题。在中性情绪状态下,来自戒烟挑战和生活质量主题的信息表现最佳。
根据情绪状态的变化,信息和主题的偏好不同,表明情绪定制的沟通方式可能会提高戒烟信息的效果。