Integrating patient-reported physical, mental, and social impacts to classify long COVID experiences

Abstract:

Long COVID was originally identified through patient-reported experiences of prolonged symptoms. Many studies have begun to describe long COVID; however, this work typically focuses on medical records, instead of patient experiences, and lacks a comprehensive view of physical, mental, and social impacts.

As part of our larger My COVID Diary (MCD) study, we captured patient experiences using a prospective and longitudinal patient-reported outcomes survey (PROMIS-10) and free-text narrative submissions. From this study population, we selected individuals who were still engaged in the MCD study and reporting poor health (PROMIS-10 scores < 3) at 6 months (n = 634). We used their PROMIS-10 and narrative data to describe and classify their long COVID experiences.

Using Latent Class Analysis of the PROMIS-10 data, we identified four classifications of long COVID experiences: a few lingering issues (n = 107), significant physical symptoms (n = 113), ongoing mental and cognitive struggles (n = 235), and numerous compounding challenges (n = 179); each classification included a mix of physical, mental, and social health struggles with varying levels of impairment. The classifications were reinforced and further explained by patient narratives. These results provide a new understanding of the varying ways that long COVID presents to help identify and care for patients.

Source: Vartanian K, Fish D, Kenton N, Gronowski B, Wright B, Robicsek A. Integrating patient-reported physical, mental, and social impacts to classify long COVID experiences. Sci Rep. 2023 Sep 28;13(1):16288. doi: 10.1038/s41598-023-43615-8. PMID: 37770554; PMCID: PMC10539528. https://www.nature.com/articles/s41598-023-43615-8 (Full text)

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