Observational studyPLoS medicine2023
Prevalence and characteristics of long COVID in elderly patients: An observational cohort study of over 2 million adults in the US.
Observational study in PLoS medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
48 citing papers in PubMed, 2 syntheses or guidelines pooled it, 108 citations in OpenAlex.
- Characteristics of influenza, SARS-CoV-2, and RSV surveillance systems that utilise ICD-coded data: a systematic review.Journal of global health · 2025Pooled it
- Pooled it
- Therapeutic Effects of Slow Deep Breathing on Cardiopulmonary Function, Physical Performance, Biochemical Parameters, and Stress in Older Adult Patients with Long COVID in Phayao, Thailand.Annals of geriatric medicine and research · 2025Trial
- Deep learning survival analysis with time-varying covariates: extending PyCox to assess COVID-19 antiviral treatments and long-COVID associations.JAMIA open · 2026Article
- Differences in diagnostic coding in long COVID: sociodemographic and symptom interference factors.BMC infectious diseases · 2026Article
- Folic Acid and Endothelial Dysfunction in COVID-19.Life (Basel, Switzerland) · 2026Review
- Long COVID Persistence and Surveillance Gaps Across 58 US Hospitals.JAMA network open · 2026Article
- Determinants of healthcare utilisation among post-COVID syndrome patients: a population-based study in Malaysia.Scientific reports · 2026Article
- Associated factors and predictive nomogram of long COVID: a cross-sectional study in China.BMC pulmonary medicine · 2026Article
- Postacute Sequelae Following Omicron COVID-19 in Patients With Cancer.JAMA network open · 2026Article
- Prevalence of and risk factors for post-coronavirus disease 2019 symptoms after severe acute respiratory syndrome coronavirus 2 infection in healthcare workers: A multicenter cross-sectional study in China.The Journal of international medical research · 2026Article
- Long COVID in adults - a current review of the long-term health effects following SARS-CoV-2 infection.Journal of health monitoring · 2026Article
- Fecal short-chain fatty acids and serum metabolites: the impact of COVID-19 infection on dialysis patients.Frontiers in nutrition · 2026Article
- Physical activity during COVID-19 pandemic: A 5-year retrospect.Sports medicine and health science · 2025Review
- Children and young people with persistent post-COVID-19 condition over 24 months: a mixed-methods study.BMJ paediatrics open · 2025Article
- Exploring long-term recovery and community health management: a qualitative study of older adults and caregivers' experiences post COVID-19 in the Republic of Ireland.BMC geriatrics · 2025Article
- SARS-CoV-2 causes chronic lung inflammation and impaired respiratory capacity in aged Roborovski dwarf hamsters.Journal of virology · 2025Article
- Preexisting symptoms increase the risk of developing long COVID during the SARS-CoV-2 pandemic.Journal of internal medicine · 2025Observational
- Symptom trajectories after COVID hospitalization and risk factors for symptom burden in older persons: a longitudinal cohort study.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025Article
- Incidence of Long COVID Diagnoses in 3.6 Million U.S. Medicare Beneficiaries With COVID-19.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
backgroundIncidence of long COVID in the elderly is difficult to estimate and can be underreported. While long COVID is sometimes considered a novel disease, many viral or bacterial infections have been known to cause prolonged illnesses. We postulate that some influenza patients might develop residual symptoms that would satisfy the diagnostic criteria for long COVID, a condition we call "long Flu." In this study, we estimate the incidence of long COVID and long Flu among Medicare patients using the World Health Organization (WHO) consensus definition. We compare the incidence, symptomatology, and healthcare utilization between long COVID and long Flu patients. METHODS AND
findingsThis is a cohort study of Medicare (the US federal health insurance program) beneficiaries over 65. ICD-10-CM codes were used to capture COVID-19, influenza, and residual symptoms. Long COVID was identified by (a) the designated long COVID code B94.8 (code-based definition), or (b) any of 11 symptoms identified in the WHO definition (symptom-based definition), from 1 to 3 months post-infection. A symptom would be excluded if it occurred in the year prior to infection. Long Flu was identified in influenza patients from the combined 2018 and 2019 Flu seasons by the same symptom-based definition for long COVID. Long COVID and long Flu were compared in 4 outcome measures: (a) hospitalization (any cause); (b) hospitalization (for long COVID symptom); (c) emergency department (ED) visit (for long COVID symptom); and (d) number of outpatient encounters (for long COVID symptom), adjusted for age, sex, race, region, Medicare-Medicaid dual eligibility status, prior-year hospitalization, and chronic comorbidities. Among 2,071,532 COVID-19 patients diagnosed between April 2020 and June 2021, symptom-based definition identified long COVID in 16.6% (246,154/1,479,183) and 29.2% (61,631/210,765) of outpatients and inpatients, respectively. The designated code gave much lower estimates (outpatients 0.49% (7,213/1,479,183), inpatients 2.6% (5,521/210,765)). Among 933,877 influenza patients, 17.0% (138,951/817,336) of outpatients and 24.6% (18,824/76,390) of inpatients fit the long Flu definition. Long COVID patients had higher incidence of dyspnea, fatigue, palpitations, loss of taste/smell, and neurocognitive symptoms compared to long Flu. Long COVID outpatients were more likely to have any-cause hospitalization (31.9% (74,854/234,688) versus 26.8% (33,140/123,736), odds ratio 1.06 (95% CI 1.05 to 1.08, p < 0.001)), and more outpatient visits than long Flu outpatients (mean 2.9(SD 3.4) versus 2.5(SD 2.7) visits, incidence rate ratio 1.09 (95% CI 1.08 to 1.10, p < 0.001)). There were less ED visits in long COVID patients, probably because of reduction in ED usage during the pandemic. The main limitation of our study is that the diagnosis of long COVID in is not independently verified.
conclusionsRelying on specific long COVID diagnostic codes results in significant underreporting. We observed that about 30% of hospitalized COVID-19 patients developed long COVID. In a similar proportion of patients, long COVID-like symptoms (long Flu) can be observed after influenza, but there are notable differences in symptomatology between long COVID and long Flu. The impact of long COVID on healthcare utilization is higher than long Flu.
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