Department of Speech and Hearing Sciences, Lamar University, Beaumont, Texas, USA.
Virtual Hearing Lab, Collaborative initiative between Lamar University and University of Pretoria, Beaumont, Texas, USA.
Int J Audiol. 2022 Jul;61(7):592-599. doi: 10.1080/14992027.2021.1995790. Epub 2021 Nov 2.
The primary aim of the study was to examine the automated linguistic analysis of the open-ended problem (PQ) and life-effects (LEQ) questionnaires to understand the psychological effects of tinnitus.
The study used a cross-sectional design. Participants completed online questionnaires which included demographic questions, several standardised patient-reported outcome measures (PROMs), and two open-ended questions focussing on PQ and LEQ related to tinnitus. The response to open-ended questions was analysed using the Linguistic Inquiry Word Count (LIWC) software to identify the frequency of text on various linguistic dimensions relevant to tinnitus.
336 individuals with tinnitus.
The study results point to two broad findings. First, although PQ and LEQ have some similarities with PROMs (e.g. the linguistic dimension having a weak positive correlation with anxiety and depression), no correlation with the number of dimensions suggests that the open-ended questions identify additional elements that are not captured in PROMs. Second, more linguistic dimensions from the PQ correlate with PROMs compared to LEQ suggesting that the current PROMs are problem-oriented.
The study results support the idea that the use of open-ended questions in addition to PROMs may help optimise the efforts in examining the effects of chronic conditions such as tinnitus.
本研究的主要目的是通过对开放式问题(PQ)和生活影响(LEQ)问卷的自动语言分析,了解耳鸣的心理影响。
本研究采用了横断面设计。参与者完成了在线问卷,其中包括人口统计学问题、几个标准化的患者报告结局测量(PROMs),以及两个针对与耳鸣相关的 PQ 和 LEQ 的开放式问题。使用语言探究词频(LIWC)软件对开放式问题的回答进行分析,以确定与耳鸣相关的各种语言维度上的文本频率。
336 名耳鸣患者。
研究结果指出了两个广泛的发现。首先,尽管 PQ 和 LEQ 与 PROMs 有一些相似之处(例如,语言维度与焦虑和抑郁呈弱正相关),但与维度数量没有相关性表明开放式问题确定了 PROMs 未捕捉到的其他元素。其次,与 LEQ 相比,PQ 中的更多语言维度与 PROMs 相关,这表明当前的 PROMs 是面向问题的。
研究结果支持了这样一种观点,即除了 PROMs 之外,使用开放式问题可能有助于优化对慢性疾病(如耳鸣)影响的研究。