Factors associated with post-exertional malaise in persons living with long COVID: A mixed-methods study 10.55131/jphd/2025/230107

Main Article Content

Nongnaphat Rungnoei
Penkhae Dittabunjong
Siriporn Kruttakart
Nittaya Thongma
Wilaiwan Komkhum
Somporn Pongrod

Abstract

Post-COVID syndrome is a significant problem commonly encountered after contracting COVID-19 infection. Post-exertional malaise (PEM) is a particularly debilitating symptom of post-COVID syndrome. This mixed-method research aimed to study factors influencing the occurrence of PEM in post-COVID-19 patients. The sample group consisted of 98 post-COVID-19 patients receiving treatment at Phrachomklao Hospital, Phetchaburi province, Thailand were selected through simple random sampling. Data was collected through questionnaires and in-depth interviews. Data analysis involved descriptive statistics, multiple regression analysis, and content analysis. Results revealed that all members of sample group exhibited more than one post-COVID syndrome symptom. The most prevalent physical symptoms reported were fatigue (87.76%), exhaustion after activities (73.47%), and chronic cough (67.35%). Regarding mental, emotional, and social symptoms, the chief one reported was fear (74.49%), followed by stress (68.37%), and anxiety (53.06%). The overall assessment of post-exertional malaise in post-COVID patients revealed an average fatigue level of 4.09 (M = 4.09, SD = 0.78). Several factors together, including female sex, body mass index, and the severity of the COVID-19 illness, predicted presence of post-exertional malaise in post-COVID patients (R2 =0.441, p <0.05). Factors predicting PEM in post-COVID patients include female sex, body mass index, and the severity of COVID illness. These results increase our understanding of PEM in long COVID patients. Healthcare providers should develop service systems to provide post-fatigue care, especially for obese and severely ill COVID patients.

Article Details

How to Cite
1.
Rungnoei N, Dittabunjong P, Kruttakart S, Thongma N, Komkhum W, Pongrod S. Factors associated with post-exertional malaise in persons living with long COVID: A mixed-methods study: 10.55131/jphd/2025/230107. J Public Hlth Dev [internet]. 2024 Dec. 31 [cited 2025 Dec. 26];23(1):87-101. available from: https://he01.tci-thaijo.org/index.php/AIHD-MU/article/view/271391
Section
Original Articles
Author Biographies

Nongnaphat Rungnoei, Boromarajonani College of Nursing Surat Thani, Faculty of Nursing, Praboromarajchanok Institute, Thailand

Boromarajonani College of Nursing Surat Thani, Faculty of Nursing, Praboromarajchanok Institute, Thailand 

Penkhae Dittabunjong, Prachomklao College of Nursing, Phetchaburi province, Faculty of Nursing, Praboromarajchanok Institute, Thailand

Prachomklao College of Nursing, Phetchaburi province, Faculty of Nursing, Praboromarajchanok Institute, Thailand  

Siriporn Kruttakart, Boromarajonani College of Nursing Nonthaburi province, Faculty of Nursing, Praboromarajchanok Institute, Thailand

Boromarajonani College of Nursing Nonthaburi province, Faculty of Nursing, Praboromarajchanok Institute, Thailand 

Nittaya Thongma, Prachomklao College of Nursing, Phetchaburi province, Faculty of Nursing, Praboromarajchanok Institute

nursing

Wilaiwan Komkhum, Boromarajonani College of Nursing Nonthaburi province, Faculty of Nursing, Praboromarajchanok Institute, Thailand

Boromarajonani College of Nursing Nonthaburi province, Faculty of Nursing, Praboromarajchanok Institute, Thailand 

Somporn Pongrod, Phrachomklao Hospital, Thailand

Phrachomklao Hospital, Thailand 

References

Li X, Ma X. Acute respiratory failure in COVID-19: is it "typical" ARDS?. Crit Care. 2020;24(1):198. doi: 10.1186/s13054-020-02911-9

Moroojo AW, Pergen N, Raza A. Effects of coronavirus on world economy: Socio-psychological perspective. J Manag Info. 2024;11(2): 123-136. doi: 10.31580/jmi.v11i2. 2878

Taraj K. Analysis of the public health impact of the COVID-19 pandemic: Challenges and recovery strategies in the contemporary era. JAMRMHSS. 2023;4(4):21-27. doi: 10.47616/ jamrmhss.v4i4.475

Sotoodeh Ghorbani S, Taherpour N, Bayat S, Ghajari H, Mohseni P, Hashemi Nazari SS. Epidemiologic characteristics of cases with reinfection, recurrence, and hospital readmission due to COVID-19: A systematic review and meta-analysis. J Med Virol. 2022;94(1):44-53. doi: 10.1002/jmv.27281

Tleyjeh IM, Saddik B, AlSwaidan N, AlAnazi A, Ramakrishnan RK, Alhazmi D, et al. Prevalence and predictors of post-acute COVID-19 syndrome (PACS) after hospital discharge: A cohort study with 4 months median follow-up. PLoS One. 2021;16(12):e0260568. doi: 10.1371/ journal.pone.0260568

Fernández-de-Las-Peñas C, Palacios-Ceña D, Gómez-Mayordomo V, Cuadrado ML, Florencio LL. Defining post-COVID symptoms (Post-Acute COVID, long COVID, persistent post-COVID): An integrative classification. Int J Environ Res Public Health. 2021;18(5):2621.

Mahase E. Covid-19: What do we know about "long covid"? BMJ. 2020;370:m2815. doi: 10.1136/bmj. m2815

Nabavi N. Long covid: How to define it and how to manage it. BMJ. 2020;370:m3489. doi: 10.1136/bmj. m3489

Soriano JB, Murthy S, Marshall JC, Relan P, Diaz JV. A clinical case definition of post-COVID-19 condition by a Delphi consensus. Lancet Infect Dis. 2022;22(4):e102-e7.

Cai J, Lin K, Zhang H, Xue Q, Zhu K, Yuan G, et al. A one-year follow-up study of systematic impact of long COVID symptoms among patients post SARS-CoV-2 omicron variants infection in Shanghai, China. Emerg Microbes Infect. 2023;12(2):2220578. doi: 10.1080/22221751.2023.2220578

Twomey R, DeMars J, Franklin K, Culos-Reed SN, Weatherald J, Wrightson JG. Chronic fatigue and postexertional malaise in people living with long COVID: An observational study. Phys Ther. 2022;102(4): pzac005. doi: 10.1093/ptj/pzac005

Appelman B, Charlton BT, Goulding RP, Kerkhoff TJ, Breedveld EA, Noort W, et al. Muscle abnormalities worsen after post-exertional malaise in long COVID. Nat Commun. 2024;15(1):17. doi: 10.1038/s41467-023-44432-3

Cabrera Martimbianco AL, Pacheco RL, Bagattini  M, Riera R. Frequency, signs and symptoms, and criteria adopted for long COVID-19: A systematic review. Int J Clin Pract. 2021;75(10):e14357. doi: 10.1111/ ijcp.14357

Carfì A, Bernabei R, Landi F. Persistent symptoms in patients after acute COVID-19. Jama. 2020; 324(6):603-5. doi: 10.1001/jama. 2020.12603

Fahriani M, Ilmawan M, Fajar JK, Maliga HA, Frediansyah A, Masyeni S, et al. Persistence of long COVID symptoms in COVID-19 survivors worldwide and its potential pathogenesis - A systematic review and meta-analysis. Narra J. 2021; 1(2):e36. doi: 10.52225/narraj.v1i2.36

Bucciarelli V, Nasi M, Bianco F, Seferovic J, Ivkovic V, Gallina S, et al. Depression pandemic and cardiovascular risk in the COVID-19 era and long COVID syndrome: Gender makes a difference. Trends Cardiovasc Med. 2022;32(1):12-17. doi: 10.1016/j.tcm.2021.09.009

Wangchalabovorn M, Weerametachai S, Leesri T. Prevalence of post COVID-19 conditions in SARS-CoV-2 infected patients at 3-month telephone follow-up. Region Health Promot Center. 2022;16:265-84.

Channarong M. Factors related to post discharge persistence of symptoms after hospitalization among persons with coronavirus disease 2019. J Health Nurs Educ. 2022;28(1): e257651.

Jones R, Davis A, Stanley B, Julious S, Ryan D, Jackson DJ, et al. Risk predictors and symptom features of long COVID within a broad primary care patient Population Including Both Tested and Untested Patients. Pragmat Obs Res. 2021;12:93-104. doi: 10.2147/POR.S316186

Kersten J, Baumhardt M, Hartveg P, Hoyo L, Hüll E, Imhof A, et al. Long COVID: distinction between organ damage and deconditioning. J Clin Med. 2021;10(17):3782. doi: 10.3390/ jcm10173782

Chirasatienpon T. Health impact of long COVID among student teachers, Kasetsart University. Higher Edu Studies. 2023;13(4):75-85.

Byambasuren O, Stehlik P, Clark J, Alcorn K, Glasziou P. Effect of covid-19 vaccination on long covid: systematic review. BMJ Med. 2023; 2(1):e000385. doi: 10.1136/bmjmed-2022-000385

Creswell JW, Clark VLP. Designing and conducting mixed methods research: Sage publications; 2017.

Faul F, Erdfelder E, Lang AG, Buchner A. G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods. 2007;39(2):175-91.

Cohen J. Statistical power analysis. Current Direct in Psy Sci. 1992;1(3):98-101.

Bekele WB, Ago FY. Sample size for interview in qualitative research in social sciences: A guide to novice researchers. REPAM. 2022;4(1):42-50.

Krupp LB, LaRocca NG, Muir-Nash J, Steinberg AD. The fatigue severity scale: application to patients with multiple sclerosis and systemic lupus erythematosus. Arch Neurol. 1989;46(10):1121-3. doi: 10.1001/ archneur.1989.00520460115022

Sawasdee A, Preechawoong S, Jitpanya C. Relationships between pain, sleep quality, depressive symptoms, and fatigue in post stroke patients. Kuakarun J Nurs. 2017;24(2):7-22.

Hair JF, Black WC, Babin BJ, RE A. Multivariate data analysis. 8th ed: Cengage; 2019.

Krippendorff K. Content analysis: An introduction to its methodology: Sage publications; 2018.

Augustin M, Schommers P, Stecher M, Dewald F, Gieselmann L, Gruell H, et al. Post-COVID syndrome in non-hospitalised patients with COVID-19: a longitudinal prospective cohort study. Lancet Reg Health Eur. 2021; 6:100122. doi: 10.1016/j.lanepe. 2021.100122

Proal AD, VanElzakker MB. Long COVID or Post-acute Sequelae of COVID-19 (PASC): An Overview of Biological Factors That May Contribute to Persistent Symptoms. Front Microbiol. 2021;12:698169. doi: 10.3389/fmicb.2021.698169

Ghosn J, Piroth L, Epaulard O, Le Turnier P, Mentré F, Bachelet D, et al. Persistent COVID-19 symptoms are highly prevalent 6 months after hospitalization: results from a large prospective cohort. Clin Microbiol Infect. 2021;27(7): 1041.e1-1041.e4. doi: 10.1016/j.cmi.2021.03.012

Tantipasawasin S, Tantipasawasin P. The post-COVID condition (long COVID). Chonburi Hosp J. 2022;47(1):67-84.

Thagurngsakdakul S. Factors associated with post-covid conditions in Nangrong Hospital, Buriram province. Med J Srisaket Surin Buriram Hosp. 2023;38(2):449-461.

Pelà G, Goldoni M, Solinas E, Cavalli C, Tagliaferri S, Ranzieri S, et al. Sex-Related Differences in Long-COVID-19 Syndrome. J Womens Health (Larchmt). 2022;31(5):620-30.

Wonghiranrat P. Prevalence of post-COVID-19 post-infection in patients with a history of coronavirus disease 2019 infection. J Health Environ Educ. 2023;8(1):141-150.

Lerer L, Cherney L, Roth E. Characterizing symptoms and impact of “Long COVID”: A qualitative perspective. Arch Phys Med Rehabil. 2022;103(12):e49. doi: 10.1016/ j.apmr.2022.08.553

Brown K, Yahyouche A, Haroon S, Camaradou J, Turner G. Long COVID and self-management. Lancet. 2022;399(10322):355. doi: 10.1016/ S0140-6736(21)02798-7