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Microbes & Immunity                                               Physiological and cognitive effects of PASC



            Table 1. Categorization of 14 post‑acute sequelae of   were anonymized to ensure participant confidentiality.
            SARS‑CoV‑2 symptoms with descriptions              Preliminary data analysis was conducted upon completion
                                                               of the pilot study. The pilot study data helped establish
            Category                    Description            the scoring process for the severity and duration of
            Physiological                                      each symptom experienced by participants. This study
             Breathlessness   Shortness of breath/trouble breathing  compiled various types of questions, including a selection
             Cranial nerve    Impairment of cranial nerve indicated by   of statements, each describing a different intensity level
             dysfunction      weakness or loss of sensation    of the specified symptom. The severity scale ranged from
             Anosmia          Loss of smell                    0 (never experiencing the symptom) to 3 (experiencing
             Dysgeusia        Loss of taste                    intensely), while the duration scale ranged from 0 (never
             Cough            Persistent mild cough and wheezing as a   experiencing the symptom) to 4 (enduring for a prolonged
                              result of cough                  time). If a participant indicated that they never experienced
             Fatigue          Feelings of tiredness            a symptom (0  on the severity scale),  the duration value
             Sleep            Quality of sleep                 would automatically be set to 0 as well.
             Throat sensitivity  Itchy/blocked throat            In addition to the scoring scale, averages were calculated
            Cognitive                                          for  both physiological  and cognitive symptom  severity/
             Suicidal thoughts  Preoccupied with thoughts of suicide  duration by grouping sub-symptoms and taking the mean.
            Depression        Constant feelings of sadness, loss of interest  Pearson correlation, a statistical measure used to assess the
                                                               strength and direction of the linear relationship between
            Behavior          Anxiety and mood changes         two variables, was employed to evaluate the connections
            Stress            Nervousness and stress           among  all  the symptoms.  Categories  containing  more
            Fibromyalgia      Chronic disorder involving widespread pain  than one question had the scores averaged to calculate
            Working memory    Attention span and short-term memory  the overall severity. For example, the severity of working
                                                               memory was determined by adding the scores from the
                                                               three related questions and dividing by three to obtain
            Table 2. Demographic characteristics of participants
                                                               the mean. The pilot study of data analysis led to the use of
            Characteristic               Number   Percentage   automatic scoring in JotForm, eliminating human error in
            Gender                                             calculations.
             Male                          40        36.4        Before  completing  the  self-reporting  survey,
             Female                        69        62.7      participants filled out a form to determine their eligibility
             Prefer not to say             1         0.9       for the study. If participants met the eligibility criteria, they
            Race                                               completed the final survey; otherwise, they were removed
                                                               from the system. This method eliminated the need to
             Asian                         79        71.8      delete ineligible participants, reducing the possibility of
             White                         12        10.9      human error. Data scrubbing was conducted to remove
             Multiracial                   10        9.1       redundant data, such as instances where participants
             Hispanic, Latino, or Spanish Origin  6  5.5       mistakenly submitted the form twice. If participants did
             Black or African American     3         2.7       not answer every question, leading to incorrect averages
            Age                                                for the severity of symptoms, all their data throughout
             18 – 20 years                 17        15.5      the self-reporting survey were scrubbed. This ensured
                                                               that only valid data, free from accidental or random
             21 – 30 years                 20        18.2      submissions, were included.Statistical data analyses were
             31 – 40 years                 19        17.3      performed using the t-test (paired two samples for means)
                                                                                                             8
             41 – 50 years                 33        30.0      and analysis of variance (two factors without replication
                                                                    9
             51 – 55 years                 21        19.1      tests).  Pearson correlations were calculated between each
            Vaccination status                                 symptom’s severity and duration and the severity/duration
             Vaccinated                   105        95.5      of different symptoms. R, a statistical analysis platform,
                                                               was used to process and analyze the data for a more
             Not vaccinated                5         4.5
                                                               comprehensive analysis.  EFA  was  conducted  to  uncover
                                                               latent constructs underlying the symptoms of PACS,
              The sampling method used was a combination of    utilizing principal axis factoring with varimax rotation, as
            random and convenience sampling. Participants’ data   the data met sampling adequacy criteria.


            Volume 2 Issue 2 (2025)                        109                               doi: 10.36922/mi.8545
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