Submitted:
21 July 2025
Posted:
22 July 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Neuropsychological Assessments
2.3. Emotional Measures and Subjective Complaints
2.4. Procedure
2.5. Statistical Analysis
3. Results
3.1. Descriptive Analysis
3.2. Analyses on Neuropsychological Measures
3.3. Analyses on Emotional Symptomatology and Subjective Complaints
3.4. Relationship Between Neuropsychological Tests and Emotional Symptomatology
4. Discussion
5. Conclusions
Author Contributions
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| BADS | Behavioral Assessment of the Dysexecutive Syndrome |
| COVID-19 | Coronavirus Disease 2019 |
| CoVs | Coronavirus |
| HUFA | University Hospital Alcorcon Foundation |
| ISP-20 | Prefrontal Symptom Inventory |
| MBI | Maslach’s Burnout Inventory |
| MFE-30 | Failures in Everyday Life Questionnaire |
| MoCA | Montreal Cognitive Assessment |
| PCL | Post-traumatic Stress Checklist-Civilian |
| PHQ-9 | Patient Health Questionnaire-9 |
| SARS-CoV-2 | Severe acute respiratory syndrome coronavirus 2 |
| SCL-90 | Symptom Cheklist-90 |
| STAI | State-Trait Anxiety Inventory |
| TESEN | The Test of the Paths |
| TMT | Trail Making Test |
| WAIS-IV | Wechsler Intelligence Scale for Adults-IV |
| WMS-III | Wechsler Memory Scale III |
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| Variables | Percentage or Mean (SD) | Group effect | ||
| Control group | COVID-19 group | Statistic t or χ2 | p-value | |
| Age (years) | 44.24 (11.23) | 45.18 (10.49) | - 0.415 | 0.679 |
| Education | 0.393 | 0.822 | ||
| Intermediate Studies (%) | 33.3 | 32.0 | ||
| Advanced Vocational Qualification (%) | 4.8 | 8.0 | ||
| University studies (%) | 61.9 | 60.0 | ||
| Profession | 7.640 | 0.054 | ||
| Physician (%) | 16.7 | 6.0 | ||
| Nurse (%) | 54.8 | 80.0 | ||
| Physiotherapist (%) | 14.3 | 4.0 | ||
| Other (%) | 14.3 | 10.0 | ||
| Time since COVID-19 symptoms (months) | - | 13 (3.82) | ||
| COVID-19 Symptoms | ||||
| Fever (%) | - | 72.0 | ||
| Dry cough (%) | - | 66.0 | ||
| Tiredness (%) | - | 90.0 | ||
| Aches and pains (%) | - | 78.0 | ||
| Sore throat (%) | - | 52.0 | ||
| Diarrhoea (%) | - | 32.0 | ||
| Conjunctivitis (%) | - | 6.0 | ||
| Headache (%) | - | 84.0 | ||
| Loss of smell (%) | - | 70.0 | ||
| Loss of taste (%) | - | 64.0 | ||
| Dysgeusia (%) | - | 34.0 | ||
| Skin rash or loss of pain (%) | - | 14.0 | ||
| Difficulty breathing or feeling short of breath (%) | - | 48.0 | ||
| Chest pain or pressure (%) | - | 46.0 | ||
| Inability to speak or move (%) | - | 8.0 | ||
| Vomiting or nausea (%) | - | 22.0 | ||
| Itchy skin (%) | - | 12.0 | ||
| Feeling dizzy (%) | - | 32.0 | ||
| Syncope (%) | - | 4.0 | ||
| Confusion (%) | - | 10.0 | ||
| Neuropsychological tests | COVID-19 group | Control group | Statistics (df = 1,90) |
| ATTENTION | |||
| D2 test | |||
| Scanning speed | 432.38 (87.494) | 434.83 (81.874) | F=0.018, p=0.895 |
| Scanning accuracy | 170.10 (43.239) | 165.55 (38.952) | F=0.277, p=0.600 |
| Omission | 12.52 (10.300) | 17.31 (14.146) | F=3.516, p=0.064 |
| Commission | 7.90 (4.807) | 2.45 (4.915) | F=1.957, p=0.165 |
| Effectiveness index | 412.48 (82.240) | 406.93 (86.358) | F=0.099, p=0.753 |
| Concentration index | 162.18 (37.307) | 163.10 (40.975) | F=0.013, p=0.911 |
| Max | 36.96 (6.114) | 36.76 (5.656) | F=0.026, p=0.873 |
| Min | 25.14 (7.709) | 24.40 (6.950) | F=0.227, p=0.635 |
| Variation index | 12.04 (4.882) | 12.36 (5.093) | F=0.093, p=0.762 |
| TESEN | |||
| Path 1Execution | 27.01 (7.695) | 28.67 (5.549) | F=1.357, p=0.247 |
| Path 1 Speed | 92.88 (25.749) | 86.21 (20.290) | F=1.849, p=0.177 |
| Path 1 Accuracy | 98.59 (2.840) | 98.98 (2.473) | F=0.499, p=0.482 |
| Path 2Execution | 25.01 (6.653) | 26.56 (6.200) | F=1.305, p=0.256 |
| Path 2 Speed | 99.46 (25.565) | 94.36 (29.597) | F=0.787, p=0.377 |
| Path 2 Accuracy | 98.33 (3.039) | 98.23 (3.553) | F=0.018, p=0.893 |
| Path 3Execution | 18.31 (4.567) | 18.89 (4.371) | F=0.388, p=0.535 |
| Path 3 Speed | 106.54 (36.249) | 99.81 (25.072) | F=1.032, p=0.312 |
| Path 3 Accuracy | 95.96 (10.791) | 95.69 (7.221) | F=0.018, p=0.894 |
| Path 4Execution | 15.88 (19.016) | 14.39 (4.271) | F=0.250, p=0.619 |
| Path 4 Speed | 144.02 (3.759) | 139.19 (40.697) | F=0.027, p=0.555 |
| Path 4 Accuracy | 95.51 (13.201) | 98.04 (3.387) | F=1.468, p=0.229 |
| Total Execution | 19.57 (4.591) | 20.94 (4.24) | F=2.193, p=0.142 |
| Total Speed | 432.81 (128.36) | 418.62 (104.04) | F=0.331, p=0.567 |
| Total Accuracy | 97.54 (4.125) | 97.83 (2.846) | F=0.151, p=0.699 |
| Symbol search | 37.25 (8.411) | 37.78 (8.568) | F=0.084, p=0.773 |
| Number Key | 75.26 (14.151) | 79.36 (17.072) | F=1.585, p=0.211 |
| MEMORY | |||
| Word list I | |||
| Score 1º recall | 6.62 (1.398) | 6.67 (1.509) | F=0.024, p=0.878 |
| Total recall score | 35.80 (5.063) | 36.10 (4.674) | F=0.083, p=0.774 |
| Interference 1 | 0.92 (1.441) | 0.81 (2.027) | F=0.093, p=0.761 |
| Learning | 3.72 (1.371) | 3.95 (1.738) | F=0.514, p=0.475 |
| Interference 2 | 1.14 (1.552) | 1.21 (1.353) | F=0.059, p=0.809 |
| Word list II | |||
| Recall | 9.04 (2.466) | 9.02 (2.342) | F=0.001, p=0.974 |
| Recognition | 23.39 (1.169) | 23.17 (1.305) | F=0.726, p=0.396 |
| Faces I | 40.87 (3.512) | 40.60 (3.787) | F=0.128, p=0.721 |
| Faces II | 102.65 (15.806) | 100.55 (7.765) | F=0.619, p=0.433 |
| Vocabulary | 36.24 (9.317) | 34.00 (9.904) | F=1.246, p=0.267 |
| Rey-Osterrieth complex figure | |||
| Copy | 33.15 (4.136) | 32.77 (3.239) | F=0.229, p=0.633 |
| Copy time | 125.40 (38.970) | 137.52 (43.747) | F=1.975, p=0.163 |
| Recovery | 18.06 (5.985) | 18.45 (6.288) | F=0.094, p=0.760 |
| Recovery time | 109.84 (37.433) | 117.20 (43.584) | F=0.750, p=0.389 |
| EXECUTIVE FUNCTIONS | |||
| FAS Test | |||
| F (Words/min) | 18.04 (4.256) | 19.60 (3.749) | F=3.299, p=0.073 |
| A (Words/min) | 15.76 (4.461) | 16.31 (3.646) | F=0.408, p=0.525 |
| S (Words/min) | 15.18 (4.308) | 15.60 (3.722) | F=0.240, p=0.626 |
| Semantics (Words/min) | 63.18 (11.208) | 66.93 (10.778) | F=2.644, p=0.107 |
| Five-digit test | |||
| Reading | 20.14 (3.417) | 19.74 (3.507) | F=0.308, p=0.580 |
| Counting | 21.88 (3.409) | 21.19 (3.430) | F=0.929, p=0.338 |
| Choosing | 31.96 (5.525) | 30.52 (5.438) | F=1.565, p=0.214 |
| Shifting | 41.30 (8.812) | 39.07 (7.270) | F=1.709, p=0.194 |
| Inhibition | 11.82 (5.054) | 10.95 (5.860) | F=0.582, p=0.448 |
| Flexibility | 21.16 (7.950) | 19.26 (7.398) | F=1.385, p=0.242 |
| Spatial span | |||
| Forward | 8.60 (1.841) | 8.71 (1.672) | F=0.096, p=0.758 |
| Backward | 8.22 (1.962) | 7.95 (1.766) | F=0.465, p=0.497 |
| Total | 17.00 (3.812) | 16.62 (2.946) | F=0.279, p=0.599 |
| Letter-number sequencing | 19.12 (2.344) | 19.69 (2.552) | F=1.247, p=0.267 |
| Digit span | |||
| Forward | 9.00 (1.959) | 8.69 (2.089) | F=0.536, p=0.466 |
| Forward Span | 6.06 (1.168) | 5.93 (1.237) | F=0.274, p=0.602 |
| Backward | 8.28 (2.286) | 8.29 (1.798) | F=0.000, p=0.990 |
| Backward Span | 4.62 (1.244) | 4.67 (1.052) | F=0.037, p=0.848 |
| Increasing | 8.46 (2.279) | 8,79 (2.280) | F=0.466, p=0.496 |
| Increasing Span | 5.84 (1.695) | 6.29 (2.351) | F=1.111, p=0.295 |
| Total | 25.76 (5.286) | 25.76 (4.616) | F=0.000, p=0.999 |
| Similarities | 21.88 (4.914) | 19.93 (4.566) | F=3.838, p=0.053 |
| Key search | 10.80 (3.774) | 11.52 (3.487) | F=0.900, p=0.345 |
| Key search time | 60.42 (61.305) | 58.26 (57.274) | F=0.030, p=0.863 |
| Zoo test Total | 11.10 (3.898) | 11.40 (3.964) | F=0.137, p=0.712 |
| Emotional measures | Covid-19 group | Control group | Statistics (df = 1,90) |
| STAI-State | 25.08 (4.923) | 24.67 (5.664) | F=0.113, p=0.738 |
| STAI-Trait | 26.52 (5.578) | 24.07 (5.110) | F=4.746, p=0.032 |
| PHQ-9 | 8.06 (5.482) | 7.71 (4.994) | F=1.748, p=0.190 |
| MBI | 11.32 (5.156) | 12.05 (6.231) | F=1.079, p=0.541 |
| PCL | 34.58 (11.500) | 34.55 (17.429) | F=0.639, p=0.426 |
| MFE-30 | 14.42 (8.442) | 13.76 (8.678) | F=1.303, p=0.992 |
| ISP-20 | 15.72 (11.644) | 14.76 (12.689) | F=0.057, p=0.812 |
| SCL-90-R | 78.32 (56.750) | 69.50 (64.569) | F=0.008, p=0.927 |
| Somatizations | 1.01 (0.783) | 1.70 (5.025) | F=0.245, p=0.622 |
| Obsessions and compulsions | 1.28 (0.868) | 2.45 (10.078) | F=0.097, p=0.756 |
| Interpersonal sensitivity | 0.84 (0.773) | 0.58 (0.556) | F=0.909, p=0.343 |
| Depression | 1.13 (0.881) | 0.81 (0.768) | F=0.822, p=0.367 |
| Anxiety | 0.69 (0.642) | 0.68 (0.782) | F=0.674, p=0.414 |
| Hostility | 0.68 (0.705) | 0.41 (0.671) | F=1.433, p=0.235 |
| Phobic anxiety | 0.27 (0.426) | 0.32 (0.535) | F=1.618, p=0.207 |
| Paranoid ideation | 0.66 (0.809) | 0.37 (0.562) | F=1.925, p=0.169 |
| Psychoticism | 0.42 (0.620) | 0.26 (0.362) | F=2.988, p=0.141 |
| Global severity index | 0.84 (0.647) | 0.67 (0.628) | F=0.176, p=0.676 |
| Positive discomfort index | 1.66 (0.575) | 1.76 (0.612) | F=3.672, p=0.059 |
| Total positive symptoms | 41.78 (21.076) | 34.02 (23.912) | F=0.856, p=0.357 |
| Emotional tests | STAI State | STAI Trait | PHQ-9 | MBI | PCL | MFE-30 | ISP20 | SCL-90-R |
| Neuropsychological tests | ||||||||
| ATTENTION | ||||||||
| D2 test | ||||||||
| Scanning speed | -,040 | -,023 | ,038 | -,105 | -,131 | ,037 | ,048 | -,086 |
| Scanning accuracy | ,001 | ,005 | ,028 | -,115 | -,080 | ,007 | ,009 | -,068 |
| Omission | -,084 | ,015 | ,005 | -,034 | -,015 | ,101 | ,126 | -,010 |
| Commission | ,002 | ,066 | -,057 | -,038 | ,017 | -,067 | -,044 | -,006 |
| Effectiveness index | ,000 | -,140 | ,061 | -,205* | -,133 | ,009 | ,033 | -,103 |
| Concentration index | ,000 | -,027 | ,057 | -,104 | -,093 | ,040 | ,030 | -,069 |
| Max | -,073 | ,058 | ,141 | -,104 | -,027 | ,113 | ,105 | ,002 |
| Min | -,104 | -,050 | -,101 | -,207* | -,201* | -,137 | -,006 | -,163 |
| Variation index | ,078 | ,137 | ,328** | ,199 | ,273** | ,328** | ,147 | ,249* |
| TESEN | ||||||||
| Sendero 1Execution | -,024 | -,057 | ,008 | -,179 | -,088 | -,123 | -,039 | -,125 |
| Send1 Speed | -,003 | ,086 | ,067 | ,177 | ,113 | ,110 | ,061 | ,132 |
| Send1 Accuracy | ,024 | ,059 | ,092 | ,024 | ,068 | ,013 | -,051 | -,085 |
| Sendero 2Execution | ,031 | -,152 | -,039 | -,188 | -,209* | -,237* | -,145 | -,182 |
| Send2 Speed | -,038 | ,125 | ,037 | ,215* | ,178 | ,176 | ,137 | ,146 |
| Send2 Accuracy | ,134 | -,112 | -,161 | 004 | -,001 | -,093 | -,087 | -,064 |
| Sendero 3Execution | ,027 | -,016 | ,134 | -,053 | ,053 | ,105 | ,018 | -,026 |
| Send3 Speed | -,089 | -,001 | -,091 | ,075 | -,049 | -,080 | ,004 | ,085 |
| Send3 Accuracy | -,038 | -,008 | ,028 | ,064 | ,074 | ,096 | ,079 | ,079 |
| Sendero 4Execution | ,100 | -,035 | ,189 | -,003 | ,151 | ,247* | ,135 | ,118 |
| Send4 Speed | ,046 | ,204* | ,039 | ,275** | ,176 | ,079 | ,169 | ,217* |
| Send4 Accuracy | ,055 | ,050 | ,015 | -,013 | ,010 | -,031 | -,044 | -,068 |
| Total Execution | -,022 | -,128 | ,022 | -,225* | -,124 | -,100 | -,104 | -,168 |
| Total Speed | -,013 | ,121 | ,037 | ,228* | ,133 | ,106 | ,104 | ,183 |
| Total Accuracy | ,031 | ,006 | -,033 | ,032 | ,046 | -,007 | -,042 | -,044 |
| Symbol search | ,121 | -,001 | ,049 | -,053 | -,012 | ,005 | ,051 | ,022 |
| Number Key | ,079 | ,059 | -,048 | ,016 | -,138 | -,076 | -,021 | -,056 |
| MEMORY | ||||||||
| Word list I | ||||||||
| Score 1º recall | -,044 | ,030 | -,043 | -,129 | -,077 | -,147 | -,091 | -,167 |
| Total recall score | -,087 | ,143 | ,078 | ,007 | ,003 | ,003 | ,022 | -,081 |
| Interference 1 | -,130 | -,047 | -,126 | -,175 | -,130 | -,164 | -,100 | -,095 |
| Learning | -,034 | ,126 | ,150 | ,177 | ,064 | ,155 | ,072 | ,097 |
| Interference 2 | -,082 | ,078 | ,112 | ,117 | ,192 | ,043 | ,014 | ,112 |
| Word list II | ||||||||
| Recall | -,010 | ,111 | ,020 | -,007 | -,096 | ,026 | -,026 | -,095 |
| Recognition | ,070 | ,141 | ,167 | ,078 | ,067 | ,184 | ,170 | ,101 |
| Faces I | -,013 | -,006 | ,011 | -,170 | -,112 | ,050 | -,005 | -,036 |
| Faces II | ,031 | ,104 | ,128 | ,130 | ,134 | ,031 | ,060 | ,094 |
| Vocabulary | -,022 | ,048 | -,225* | -,149 | -,183 | -,125 | -,091 | -,242* |
| Rey-Osterrieth complex figure | ||||||||
| Copy | -,179 | -,016 | -,041 | -,036 | -,161 | -,096 | -,110 | -,178 |
| Copy time | -,018 | ,023 | ,026 | ,261* | ,141 | ,064 | -,024 | ,098 |
| Recovery | -,161 | -,155 | -,046 | -,217* | -,294* | -,101 | -,167 | -,261* |
| Recovery time | ,039 | ,090 | -,035 | -,002 | -,016 | -,101 | -,196 | -,127 |
| EXECUTIVE FUNCTIONS | ||||||||
| F-A-S Test | ||||||||
| F (Words/min) | -,007 | -,016 | -,090 | -,042 | -,049 | -,073 | -,058 | -,063 |
| A (Words/min) | -,053 | -,104 | -,168 | -,022 | -,087 | -,012 | -,056 | -,094 |
| S (Words/min) | -,040 | -,092 | -,108 | -,157 | -,114 | -,073 | -,118 | -,170 |
| Semantics (Words/3min) | -,047 | -,098 | -,182 | -,127 | -,217* | -,065 | -,093 | -,209* |
| Five-digit test | ||||||||
| Reading | -,161 | ,043 | ,159 | -,053 | ,138 | -,020 | -,060 | ,047 |
| Counting | -,113 | ,071 | ,188 | -,021 | ,131 | -,029 | -,023 | ,074 |
| Choosing | -,059 | ,068 | ,067 | -,010 | ,065 | ,035 | ,123 | ,063 |
| Shifting | -,036 | -,053 | -,015 | ,056 | ,067 | ,027 | ,049 | ,105 |
| Inhibition | ,066 | ,064 | -,004 | ,067 | ,011 | ,072 | ,177 | ,064 |
| Flexibility | ,027 | -,083 | -,096 | ,070 | -,001 | ,030 | ,074 | ,081 |
| Spatial span | ||||||||
| Forward | -,029 | -,077 | ,030 | -,026 | -,020 | -,040 | ,017 | -,042 |
| Backward | -,064 | -,068 | -,027 | -,279** | -,167 | -,035 | -,114 | -,263* |
| Total | -,030 | -,039 | -,017 | -,186 | -,109 | -,069 | -,038 | -,179 |
| Letter-number sequencing | ,069 | -,092 | ,026 | -,101 | -,074 | ,043 | -,053 | -,116 |
| Digit span | ||||||||
| Forward | ,040 | -,106 | -,156 | -,257* | -,104 | -,098 | -,144 | -,198 |
| Forward Span | ,016 | -,124 | -,221* | -,279** | -,132 | -,132 | -,211* | -,235* |
| Backward | ,011 | -,111 | -,050 | -,110 | -,055 | -,059 | -,084 | -,102 |
| Backward Span | ,024 | -0,97 | -,020 | -,057 | -,047 | -,046 | -,111 | -,095 |
| Increasing | -,081 | -,274** | -,060 | -,159 | -,091 | ,010 | -,048 | -,147 |
| Increasing Span | ,035 | -,240* | -,004 | -,109 | -,017 | ,115 | -,062 | -,074 |
| Total | -,012 | -,209* | -,109 | -,224* | -,106 | -,061 | -,116 | -,190 |
| Similarities | ,071 | -,036 | -,148 | -,063 | -,141 | ,007 | ,047 | -,096 |
| Key search | ,091 | ,068 | -,019 | ,044 | -,108 | ,029 | ,070 | -,056 |
| Key search time | -,154 | -,120 | ,046 | ,056 | ,061 | ,044 | -,042 | ,021 |
| Zoo test Total | ,081 | ,177 | -,007 | ,163 | -,051 | -,125 | ,061 | -,022 |
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