Thompson Carrie A, Novotny Paul J, Yost Kathleen, Bartz Alicia C, Rogak Lauren, Dueck Amylou C
Division of Hematology, Mayo Clinic, Rochester, MN.
Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.
JCO Clin Cancer Inform. 2025 Jan;9:e2400148. doi: 10.1200/CCI-24-00148. Epub 2025 Jan 7.
Emoji are digital images or icons used to express an idea or emotion in electronic communication. The purpose of this study was to develop and evaluate the psychometric properties of two patient-reported scales that incorporate emoji.
The Emoji Response Scale developed for this study has two parts: the Emoji-Ordinal and Emoji-Mood scales. A pilot study was designed to validate the ordinal nature of the Emoji-Ordinal Scale. Twenty patients were shown all possible pairs of five emoji and asked to select the most positive from each pair. The psychometric ordering was assessed using Coombs unfolding and Thurstone scaling. A separate pilot study was designed to determine which emoji to include in the Emoji-Mood Scale. Ten common feelings experienced by patients with cancer were chosen by the study team. Patients and providers were asked to select the one emoji that best represented each feeling from the selection. The most commonly selected emotions and representative emoji were chosen for the Emoji-Mood Scale. In a randomized study of 294 patients, Spearman correlations, Wilcoxon tests, and Bland-Altman analyses determined the construct validity of the scales compared with Linear Analog Scale Assessments (LASA) and Patient-Reported Outcomes Measurement Information System (PROMIS) scores.
Ninety-five percent of patients selected the same ordering among the ordinal emoji, and Thurstone scaling confirmed the ordinal nature of the response scale. The construct validity of the scales was high with correlations between the Emoji-Ordinal Scale and the LASA scale of 0.70 for emotional well-being, 0.72 for physical well-being, 0.74 for overall quality of life, and -0.81 for fatigue. Emoji-Mood Scale ratings were strongly related to PROMIS global mental, global physical, fatigue, anxiety, sleep disturbance, and social activity scales ( < .0001).
This study provides evidence that scales incorporating emoji are valid for collecting patient-reported outcomes.
表情符号是用于在电子通信中表达想法或情感的数字图像或图标。本研究的目的是开发并评估两种纳入表情符号的患者报告量表的心理测量特性。
本研究开发的表情符号反应量表有两个部分:表情符号顺序量表和表情符号情绪量表。设计了一项预试验以验证表情符号顺序量表的顺序性质。向20名患者展示五个表情符号的所有可能组合,并要求他们从每组中选择最积极的表情符号。使用库姆斯展开法和瑟斯顿量表法评估心理测量顺序。设计了另一项预试验以确定表情符号情绪量表中应包含哪些表情符号。研究团队选择了癌症患者经历的十种常见感受。要求患者和医护人员从选项中选择最能代表每种感受的一个表情符号。为表情符号情绪量表选择了最常被选中的情绪和代表性表情符号。在一项对294名患者的随机研究中,使用斯皮尔曼相关性分析、威尔科克森检验和布兰德-奥特曼分析,与线性模拟量表评估(LASA)和患者报告结局测量信息系统(PROMIS)评分相比,确定了量表的结构效度。
95%的患者在顺序表情符号中选择了相同的排序,瑟斯顿量表法证实了反应量表的顺序性质。量表的结构效度较高,表情符号顺序量表与LASA量表在情绪幸福感方面的相关性为0.70,身体幸福感方面为0.72,总体生活质量方面为0.74,疲劳方面为-0.81。表情符号情绪量表评分与PROMIS全球心理、全球身体、疲劳、焦虑、睡眠障碍和社交活动量表密切相关(P <.0001)。
本研究提供了证据,表明纳入表情符号的量表对于收集患者报告的结局是有效的。