Hospital Hygiene Paradox: MRSA and Enterobacteriaceae Colonization Among Cleaning Staff in a Tertiary Hospital in Saudi Arabia
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Sample Collection and Transportation
2.3. Laboratory Analysis
2.4. Statistical Analysis
3. Results
3.1. Sociodemographic Characteristics
3.2. Distribution of Bacterial Contaminants in Cleaning Staff
3.3. Colonization Prevalence of Bacterial Contaminants in Nose and Hands of Participants
3.4. Factors Associated with Colonization Prevalence
3.5. Predictors Associated with MRSA and Enterobacteriaceae Colonization
4. Discussion
4.1. MRSA
4.2. Gram-Negative Pathogens
5. Strengths, Limitations, and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Hensley, B.J.; Monson, J.R.T. Hospital-acquired infections. Surgery 2015, 33, 528–533. [Google Scholar] [CrossRef]
- World Health Organization. Global Report on Infection Prevention and Control; World Health Organization: Geneva, Switzerland, 2022; Available online: https://www.who.int/publications/i/item/9789240051164 (accessed on 23 May 2024).
- Gidey, K.; Gidey, M.T.; Hailu, B.Y.; Gebreamlak, Z.B.; Niriayo, Y.L. Clinical and economic burden of healthcare-associated infections: A prospective cohort study. PLoS ONE 2023, 18, e0282141. [Google Scholar] [CrossRef] [PubMed]
- Li, P.; Li, Y.; Zhang, Y.; Bao, J.; Yuan, R.; Lan, H.; Sun, M. Economic burden attributable to healthcare-associated infections in tertiary public hospitals of Central China: A multi-centre casecontrol study. Epidemiol. Infect. 2022, 150, e155. [Google Scholar] [CrossRef] [PubMed]
- Stone, P.W. Economic burden of healthcare-associated infections: An American perspective. Expert. Rev. Pharmacoecon Outcomes Res. 2009, 9, 417–422. [Google Scholar] [CrossRef]
- Magill, S.S.; Edwards, J.R.; Bamberg, W.; Beldavs, Z.G.; Dumyati, G.; Kainer, M.A.; Lynfield, R.; Maloney, M.; McAllister-Hollod, L.; Nadle, J.; et al. Multistate Point-Prevalence Survey of Health Care–Associated Infections. N. Engl. J. Med. 2014, 370, 1198–1208. [Google Scholar] [CrossRef] [PubMed]
- Cai, Y.; Venkatachalam, I.; Tee, N.W.; Tan, T.Y.; Kurup, A.; Wong, S.Y.; Low, C.Y.; Wang, Y.; Lee, W.; Liew, Y.X.; et al. Prevalence of Healthcare-Associated Infections and Antimicrobial Use Among Adult Inpatients in Singapore Acute-Care Hospitals: Results from the First National Point Prevalence Survey. Clin. Infect. Dis. 2017, 64 (Suppl. S2), S61–S67. [Google Scholar] [CrossRef] [PubMed]
- Weiner-Lastinger, L.M.; Abner, S.; Edwards, J.R.; Kallen, A.J.; Karlsson, M.; Magill, S.S.; Pollock, D.; See, I.; Soe, M.M.; Walters, M.S.; et al. Antimicrobial-resistant pathogens associated with adult healthcare-associated infections: Summary of data reported to the National Healthcare Safety Network, 2015–2017. Infect. Control. Hosp. Epidemiol. 2020, 41, 1–18. [Google Scholar] [CrossRef]
- Bai, A.D.; Lo, C.K.; Komorowski, A.S.; Suresh, M.; Guo, K.; Garg, A.; Tandon, P.; Senecal, J.; Del Corpo, O.; Stefanova, I.; et al. Staphylococcus aureus bacteraemia mortality: A systematic review and meta-analysis. Clin. Microbiol. Infect. 2022, 28, 1076–1084. [Google Scholar] [CrossRef] [PubMed]
- Asgin, N.; Otlu, B. Antibiotic Resistance and Molecular Epidemiology of Vancomycin-Resistant Enterococci in a Tertiary Care Hospital in Turkey. Infect. Drug Resist. 2020, 13, 191–198. [Google Scholar] [CrossRef]
- Falagas, M.E.; Tansarli, G.S.; Karageorgopoulos, D.E.; Vardakas, K.Z. Deaths Attributable to Carbapenem-Resistant Enterobacteriaceae Infections. Emerg. Infect. Dis. 2014, 20, 1170–1175. [Google Scholar] [CrossRef]
- Xu, L.; Sun, X.; Ma, X. Systematic review and meta-analysis of mortality of patients infected with carbapenem-resistant Klebsiella pneumoniae. Ann. Clin. Microbiol. Antimicrob. 2017, 16, 18. [Google Scholar] [CrossRef] [PubMed]
- Bassetti, M.; Peghin, M.; Trecarichi, E.M.; Carnelutti, A.; Righi, E.; Del Giacomo, P.; Ansaldi, F.; Trucchi, C.; Alicino, C.; Cauda, R.; et al. Characteristics of Staphylococcus aureus Bacteraemia and Predictors of Early and Late Mortality. PLoS ONE 2017, 12, e0170236. [Google Scholar] [CrossRef] [PubMed]
- Bhattacharya, S.; Sae-Tia, S.; Fries, B.C. Candidiasis and Mechanisms of Antifungal Resistance. Antibiotics. 2020, 9, 312. [Google Scholar] [CrossRef] [PubMed]
- Arendrup, M.C.; Patterson, T.F. Multidrug-Resistant Candida: Epidemiology, Molecular Mechanisms, and Treatment. J. Infect. Dis. 2017, 216 (Suppl. S3), S445–S451. [Google Scholar] [CrossRef] [PubMed]
- Monegro, A.F.; Muppidi, V.; Regunath, H. Hospital-Acquired Infections. In StatPearls; StatPearls Publishing: Treasure Island, FL, USA, 2024. Available online: http://www.ncbi.nlm.nih.gov/books/NBK441857/ (accessed on 8 June 2024).
- Walana, W.; Bobzah, B.P.; Kuugbee, E.D.; Acquah, S.; Ezekiel, V.K.; Yabasin, I.B.; Abdul-Mumin, A.; Ziem, J.B. Staphylococcus aureus nasal carriage among healthcare workers, inpatients and caretakers in the Tamale Teaching Hospital, Ghana. Sci. Afr. 2020, 8, e00325. [Google Scholar] [CrossRef]
- El Aila, N.A.; Al Laham, N.A.; Ayesh, B.M. Nasal carriage of methicillin resistant Staphylococcus aureus among health care workers at Al Shifa hospital in Gaza Strip. BMC Infect. Dis. 2017, 17, 28. [Google Scholar] [CrossRef]
- Tajeddin, E.; Rashidan, M.; Razaghi, M.; Javadi, S.S.; Sherafat, S.J.; Alebouyeh, M.; Sarbazi, M.R.; Mansouri, N.; Zali, M.R. The role of the intensive care unit environment and health-care workers in the transmission of bacteria associated with hospital acquired infections. J. Infect. Public Health. 2016, 9, 13–23. [Google Scholar] [CrossRef] [PubMed]
- Dulon, M.; Peters, C.; Schablon, A.; Nienhaus, A. MRSA carriage among healthcare workers in non-outbreak settings in Europe and the United States: A systematic review. BMC Infect. Dis. 2014, 14, 363. [Google Scholar] [CrossRef]
- Alizadeh, M.; Yousefi, L.; Pakdel, F.; Ghotaslou, R.; Rezaee, M.A.; Khodadadi, E.; Oskouei, M.A.; Barhaghi, M.H.S.; Kafil, H.S. MALDITOF Mass Spectroscopy Applications in Clinical Microbiology. Ahmed MS, editor. Adv. Pharmacol. Pharm. Sci. 2021, 2021, 9928238. [Google Scholar] [CrossRef]
- Odds, F.C.; Bernaerts, R. CHROMagar Candida, a new differential isolation medium for presumptive identification of clinically important Candida species. J. Clin. Microbiol. 1994, 32, 1923–1929. [Google Scholar] [CrossRef] [PubMed]
- Aljeldah, M.M. Prevalence of Methicillin-Resistant Staphylococcus aureus (MRSA) in Saudi Arabia: A Systematic Review. J. Pure Appl. Microbiol. 2020, 14, 37–46. [Google Scholar] [CrossRef]
- Al-Musawi, S.; Alkhaleefa, Q.; Alnassri, S.; Alamri, A.M.; Alnimr, A. Eleven-Year Surveillance of Methicillin-Resistant Staphylococcus aureus Infections at an Academic Health Centre. J. Prev. Med. Hyg. 2022, 63, E132–E138. [Google Scholar] [CrossRef] [PubMed]
- Patil, V.; Todi, S.; Myatra, S.N.; Samaddar, D.P. Guidelines for prevention of hospital acquired infections. Indian. J. Crit. Care Med. 2014, 18, 149–163. [Google Scholar] [CrossRef] [PubMed]
- Kramer, A.; Schwebke, I.; Kampf, G. How long do nosocomial pathogens persist on inanimate surfaces? A systematic review. BMC Infect. Dis. 2006, 6, 130. [Google Scholar] [CrossRef] [PubMed]
- Wertheim, H.F.; Melles, D.C.; Vos, M.C.; van Leeuwen, W.; van Belkum, A.; Verbrugh, H.A.; Nouwen, J.L. The role of nasal carriage in Staphylococcus aureus infections. Lancet Infect. Dis. 2005, 5, 751–762. [Google Scholar] [CrossRef] [PubMed]
- Montoya, A.; Schildhouse, R.; Goyal, A.; Mann, J.D.; Snyder, A.; Chopra, V.; Mody, L. How often are health care personnel hands colonized with multidrug- resistant organisms? A systematic review and meta-analysis. Am. J. Infect. Control. 2019, 47, 693–703. [Google Scholar] [CrossRef]
- Chang, C.H.; Chen, S.Y.; Lu, J.J.; Chang, C.J.; Chang, Y.; Hsieh, P.H. Nasal colonization and bacterial contamination of mobile phones carried by medical staff in the operating room. PLoS ONE 2017, 12, e0175811. [Google Scholar] [CrossRef] [PubMed]
- Abimana, J.B.; Kato, C.D.; Bazira, J. Methicillin-Resistant Staphylococcus aureus Nasal Colonization among Healthcare Workers at Kampala International University Teaching Hospital, Southwestern Uganda. Can. J. Infect. Dis. Med. Microbiol. 2019, 2019, 4157869. [Google Scholar] [CrossRef]
- Saito, G.; Thom, J.; Wei, Y.; Gnanasuntharam, P.; Gnanasuntharam, P.; Kreiswirth, N.; Willey, B.; Loftus, M.; Varner, C.; Porter, V.; et al. Methicillin-Resistant Staphylococcus aureus Colonization among Health Care Workers in a Downtown Emergency Department in Toronto, Ontario. Can. J. Infect. Dis. Med. Microbiol. 2013, 24, e57. [Google Scholar] [CrossRef]
- Baroja, I.; Guerra, S.; Coral-Almeida, M.; Ruíz, A.; Galarza, J.M.; de Waard, J.H.; Bastidas-Caldes, C. Methicillin Resistant Staphylococcus aureus Nasal Colonization Among Health Care Workers of a Tertiary Hospital in Ecuador and Associated Risk Factors. Infect. Drug Resist. 2021, 14, 3433–3440. [Google Scholar] [CrossRef]
- Habboush, Y.; Yarrarapu, S.N.S.; Guzman, N. Infection Control. In StatPearls; StatPearls Publishing: Treasure Island, FL, USA, 2024. Available online: http://www.ncbi.nlm.nih.gov/books/NBK519017/ (accessed on 9 June 2024).
- Larson, E.L. Persistent carriage of Gram-negative bacteria on hands. Am. J. Infect. Control. 1981, 9, 112–119. [Google Scholar] [CrossRef] [PubMed]
- Ssemogerere, L.; Sendagire, C.; Mbabazi, C.; Namungoma, Y.; Oketayot, A.N.; Namuyonga, J.; Mijumbi, C.; Nkwine, R.; Othin, M.; Oketcho, M.; et al. Hand Colonization with Gram-Negative Organisms of Healthcare Workers Accessing the Cardiac Intensive Care Unit: A Cross-Sectional Study at the Uganda Heart Institute. Crit. Care Res. Pract. 2019, 2019, 6081954. [Google Scholar] [CrossRef] [PubMed]
- Larson, E. Effects of handwashing agent, handwashing frequency, and clinical area on hand flora. Am. J. Infect. Control. 1984, 12, 76–82. [Google Scholar] [CrossRef] [PubMed]
- Ioannou, P.; Vougiouklakis, G. A Systematic Review of Human Infections by Pseudomonas mendocina. Trop. Med. Infect. Dis. 2020, 5, 71. [Google Scholar] [CrossRef] [PubMed]
- Staniszewska, M. Virulence Factors in Candida species. Curr. Protein Pept. Sci. 2020, 21, 313–323. [Google Scholar] [CrossRef] [PubMed]
- Sakita, K.M.; Faria, D.R.; Da Silva, E.M.; Tobaldini-Valério, F.K.; Kioshima, E.S.; Svidzinski, T.I.E.; de Souza Bonfim-Mendonça, P. Healthcare workers’ hands as a vehicle for the transmission of virulent strains of Candida spp.: A virulence factor approach. Microb. Pathog. 2017, 113, 225–232. [Google Scholar] [CrossRef] [PubMed]
M | SD | N | % | |||
---|---|---|---|---|---|---|
Age | 42.2 | 8.7 | ||||
Age (Binned) | 21–30 | 11 | 11.5% | |||
31–40 | 29 | 30.2% | ||||
41–50 | 40 | 41.7% | ||||
51–60 | 15 | 15.6% | ||||
>60 | 1 | 1.0% | ||||
Gender | Male | 74 | 77.1% | |||
Female | 22 | 22.9% | ||||
Nationality | Bangladesh | 40 | 41.7% | |||
Philippines | 21 | 21.9% | ||||
India | 20 | 20.8% | ||||
Nepal | 14 | 14.6% | ||||
Sri Lanka | 1 | 1.0% | ||||
Shift | Day | 60 | 62.5% | |||
Night | 36 | 37.5% | ||||
Department | Inpatient | 72 | 75.0% | |||
Wards | 30 | 31.3% | ||||
Emergency room | 16 | 16.7% | ||||
ICU | 10 | 10.4% | ||||
Psychiatry ward | 8 | 8.3% | ||||
OR | 8 | 8.3% | ||||
Outpatient | 24 | 25.0% | ||||
Outpatient clinics | 14 | 14.6% | ||||
Family medicine center | 10 | 10.4% | ||||
Frequency of handwashing | After specific tasks | 67 | 69.8% | |||
Every hour | 19 | 19.8% | ||||
Only after using the restroom | 7 | 7.3% | ||||
Only when hands are visibly dirty | 3 | 3.1% | ||||
Methods used for hand cleaning | Soap and water | 82 | 85.4% | |||
Alcohol | 14 | 14.6% | ||||
Total | 96 | 100.0% |
(a) | |||||
N | % (N = 96) | ||||
N/G | 5 | 5.2% | |||
Gram Positive | 89 | 92.7% | |||
Coagulase-Negative Staphylococci | 73 | 76.0% | |||
Staphylococcus epidermidis | 55 | 57.3% | |||
Staphylococcus capitis | 9 | 9.4% | |||
Staphylococcus warneri | 7 | 7.3% | |||
Staphylococcus lugdunensis | 5 | 5.2% | |||
staphylococcus haemolyticus | 4 | 4.2% | |||
Staphylococcus cohnii spp. | 2 | 2.1% | |||
Staphylococcus hominis | 1 | 1.0% | |||
Staphylococcus aureus | 22 | 22.9% | |||
MRSA (Methicillin-resistant Staphlycoccus auerus) | 8 | 8.3% | |||
MSSA | 14 | 14.6% | |||
Non-Staph Gram Positive | 16 | 16.7% | |||
Micrococcus luteus | 8 | 8.3% | |||
Corynebacterium species | 6 | 6.3% | |||
Corynebacterium pseudodiphtheriticum | 3 | 3.1% | |||
Corynebacterium propinquum | 2 | 2.1% | |||
Corynebacterium accolens | 1 | 1.0% | |||
Bacillus lechmiformis | 1 | 1.0% | |||
Streptococcus mitis | 1 | 1.0% | |||
Gram Negative | 12 | 12.5% | |||
Enterobacteriaceae | 12 | 12.5% | |||
Klebsiella species | 8 | 8.3% | |||
Klebsiella aerogenes | 7 | 7.3% | |||
Klebsiella oxytoca | 1 | 1.0% | |||
Citrobacter koseri | 1 | 1.0% | |||
Citrobacteer fereeundii | 1 | 1.0% | |||
Proteus mirablis | 1 | 1.0% | |||
Escherichia coli | 1 | 1.0% | |||
Non-Enterobacteriaceae | 1 | 1.0% | |||
Pseudomonas leuteola | 1 | 1.0% | |||
(b) | |||||
N | % (N = 96) | ||||
N/G | 13 | 13.5% | |||
Gram Positive | 80 | 83.3% | |||
CNS (Coagulase Negative Staphylococci) | 71 | 74.0% | |||
Staphylococcus epidermidis | 38 | 39.6% | |||
Staphylococcus capitis | 17 | 17.7% | |||
Staphylococcus warneri | 19 | 19.8% | |||
Staphylococcus haemolyticus | 12 | 12.5% | |||
Staphylococcus hominis | 11 | 11.5% | |||
Staphylococcus pasteuri | 5 | 5.2% | |||
Staphylococcus saprophyticus | 2 | 2.1% | |||
Staphylococcus arlttae | 2 | 2.1% | |||
Staphylococcus cohnii spp. | 1 | 1.0% | |||
Staphylococcus auricularis | 1 | 1.0% | |||
Staphylococcus aureus | 6 | 6.3% | |||
MRSA | 3 | 3.1% | |||
MSSA | 3 | 3.1% | |||
Non- Staph Gram Positive | 25 | 26.0% | |||
Micrococcus luteus | 21 | 21.9% | |||
Kocuria rhizophila | 2 | 2.1% | |||
Rothia kristinae | 1 | 1.0% | |||
Brevibacterium casei | 1 | 1.0% | |||
Gram Negative | 8 | 8.3% | |||
Enterobacteriaceae | 4 | 4.2% | |||
Klebsiella species | 2 | 2.1% | |||
Klebsiella aerogenes | 1 | 1.0% | |||
Klebsiella pneumonia | 1 | 1.0% | |||
Enterobacter | 1 | 1.0% | |||
Enterobacter hormaechei | 1 | 1.0% | |||
Enterobacter asburiae | 1 | 1.0% | |||
Enterobaacter cloace | 1 | 1.0% | |||
Escherichia coli | 1 | 1.0% | |||
Non-Enterobacteriaceae | 4 | 4.2% | |||
Pseudomanas mendocina/olevorans | 2 | 2.1% | |||
Neisseria flava/perflava/subflava | 1 | 1.0% | |||
Ochrobactrum intermedium (Brucella intermedia) | 1 | 1.0% | |||
Fungi (Candida Species) | 2 | 2.1% | |||
Candida albicans | 1 | 1.0% | |||
Candida tropicalis | 1 | 1.0% |
MRSA Positive Isolates | Enterobacteriaceae Isolates | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Hands | Nose | Total | Hands | Nose | Total | ||||||||
N (%) | p | N (%) | p | N (%) | p | N (%) | p | N (%) | p | N (%) | p | ||
Age | 21–30 | 0 (0.0) | 0.842 | 0 (0.0) | 0.777 | 0 (0.0) | 0.660 | 0 (0.0) | 0.898 | 0 (0.0) | 0.358 | 0 (0.0) | 0.474 |
31–40 | 1 (3.4) | 3 (10.3) | 4 (13.8) | 2 (6.9) | 2 (6.9) | 4 (13.8) | |||||||
41–50 | 1 (2.5) | 3 (7.5) | 3 (7.5) | 2 (5.0) | 8 (20.0) | 9 (22.5) | |||||||
51–60 | 1 (6.7) | 2 (13.3) | 2 (13.3) | 0 (0.0) | 2 (13.3) | 2 (13.3) | |||||||
>60 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | |||||||
Gender | Female | 1 (4.5) | 0.546 | 2 (9.1) | 1.000 | 2 (9.1) | 1.000 | 2 (9.1) | 0.224 | 1 (4.5) | 0.285 | 3 (13.6) | 1.000 |
Male | 2 (2.7) | 6 (8.1) | 7 (9.5) | 2 (2.7) | 11 (14.9) | 12 (16.2) | |||||||
Nationality | Bangladesh | 0 (0.0) | 0.240 | 2 (5.0) | 0.688 | 2 (5.0) | 0.397 | 2 (5.0) | 0.523 | 8 (20.0) | 0.469 | 9 (22.5) | 0.624 |
India | 1 (5.0) | 2 (10.0) | 2 (10.0) | 0 (0.0) | 2 (10.0) | 2 (10.0) | |||||||
Nepal | 1 (7.1) | 2 (14.3) | 3 (21.4) | 0 (0.0) | 1 (7.1) | 1 (7.1) | |||||||
Philippines | 1 (4.8) | 2 (9.5) | 2 (9.5) | 2 (9.5) | 1 (4.8) | 3 (14.3) | |||||||
Sri Lanka | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | |||||||
Shift | Day | 1 (1.7) | 0.559 | 4 (6.7) | 0.468 | 4 (6.7) | 0.289 | 4 (6.7) | 0.523 | 11 (18.3) | 0.028 * | 14 (23.3) | 0.008 * |
Night | 2 (5.6) | 4 (11.1) | 5 (13.9) | 0 (0.0) | 1 (2.8) | 1 (2.8) | |||||||
Department | Emergency Room | 0 (0.0) | 0.904 | 1 (6.3) | 0.785 | 1 (6.3) | 0.757 | 1 (6.3) | 0.888 | 1 (6.3) | 0.312 | 2 (12.5) | 0.417 |
Family Medicine Center | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | |||||||
ICU | 0 (0.0) | 2 (20.0) | 2 (20.0) | 0 (0.0) | 1 (10.0) | 1 (10.0) | |||||||
OR | 0 (0.0) | 1 (12.5) | 1 (12.5) | 0 (0.0) | 2 (25.0) | 2 (25.0) | |||||||
Outpatient Clinics | 1 (7.1) | 1 (7.1) | 2 (14.3) | 0 (0.0) | 4 (28.6) | 4 (28.6) | |||||||
Psychiatry Ward | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | |||||||
Wards | 2 (6.7) | 3 (10.0) | 3 (10.0) | 3 (10.0) | 4 (13.3) | 6 (20.0) | |||||||
Department (Overall) | Inpatient | 2 (2.8) | 1.000 | 7 (9.7) | 0.675 | 7 (9.7) | 1.000 | 4 (5.6) | 0.569 | 8 (11.1) | 0.487 | 11 (15.3) | 1.000 |
Outpatient | 1 (4.2) | 1 (4.2) | 2 (8.3) | 0 (0.0) | 4 (16.7) | 4 (16.7) | |||||||
Frequency of Handwashing | After Specific Tasks | 1 (1.5) | 0.047 * | 5 (7.5) | 0.647 | 5 (7.5) | 0.247 | 4 (6.0) | 0.726 | 10 (14.9) | 0.291 | 13 (19.4) | 0.189 |
Every Hour | 0 (0.0) | 2 (10.5) | 2 (10.5) | 0 (0.0) | 1 (5.3) | 1 (5.3) | |||||||
Only after Using the Restroom | 2 (28.6) | 1 (14.3) | 2 (28.6) | 0 (0.0) | 0 (0.0) | 0 (0.0) | |||||||
Only when Hands Are Visibly Dirty | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 1 (33.3) | 1 (33.3) | |||||||
Method of Handwashing | Alcohol | 0 (0.0) | 1.000 | 1 (7.1) | 1.000 | 1 (7.1) | 1.000 | 0 (0.0) | 1.000 | 2 (14.3) | 0.686 | 2 (14.3) | 1.000 |
Soap and Water | 3 (3.7) | 7 (8.5) | 8 (9.8) | 4 (4.9) | 10 (12.2) | 13 (15.9) |
(a) | |||||||||||||
Nose | B | Adjusted Odds Ratio (AOR) | 95% C.I. for AOR | p Value | Hands | B | Adjusted Odds Ratio (AOR) | 95% C.I. for AOR | p Value | ||||
Lower | Upper | Lower | Upper | ||||||||||
MRSA | Age (years) | 0.017 | 1.017 | 0.918 | 1.127 | 0.744 | 0.079 | 1.082 | 0.903 | 1.295 | 0.393 | ||
Gender | Female | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | ||
Male | 0.034 | 1.035 | 0.003 | 334.475 | 0.991 | −59.557 | 0 | 0 | . | 1 | |||
Nationality | 0.805 | 1 | |||||||||||
Bangladesh | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | |||
India | 0.115 | 1.122 | 0.116 | 10.814 | 0.921 | 31.208 | 3.58 × 1013 | 0 | . | 0.996 | |||
Nepal | 1.965 | 7.132 | 0.319 | 159.321 | 0.215 | 34.873 | 1.4 × 1015 | 0 | . | 0.998 | |||
Philippines | 0.261 | 1.298 | 0.004 | 428.614 | 0.93 | 3.769 | 43.316 | 0 | . | 1 | |||
Sri Lanka | 0.739 | 2.094 | 0 | . | 1 | −13.615 | 0 | 0 | . | 1 | |||
Shift | Day | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | ||
Night | 0.094 | 1.099 | 0.189 | 6.4 | 0.917 | −14.67 | 0 | 0 | . | 0.996 | |||
Department | 0.942 | 1 | |||||||||||
Emergency | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | |||
Family Medicine | −18.874 | 0 | 0 | . | 0.999 | 15.079 | 3,537,064 | 0 | . | 0.999 | |||
ICU | 1.462 | 4.314 | 0.226 | 82.264 | 0.331 | 13.723 | 911,758 | 0 | . | 0.999 | |||
OR | −0.057 | 0.945 | 0.022 | 40.497 | 0.976 | 41.753 | 1.36 × 1018 | 0 | . | 0.998 | |||
Outpatient | −0.725 | 0.484 | 0.011 | 21.086 | 0.706 | 29.858 | 9.27 × 1012 | 0 | . | 0.998 | |||
Psychiatry Ward | −19.673 | 0 | 0 | . | 0.999 | 9.839 | 18,749.52 | 0 | . | 1 | |||
Wards | 0.221 | 1.247 | 0.092 | 16.931 | 0.868 | 15.367 | 4,716,658 | 0 | . | 0.998 | |||
Frequency of handwashing | 0.919 | 1 | |||||||||||
After specific tasks | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | |||
Every hour | −0.494 | 0.61 | 0.065 | 5.757 | 0.666 | −15.798 | 0 | 0 | . | 0.998 | |||
Only after using the restroom | 0.817 | 2.264 | 0.142 | 36.007 | 0.563 | 48.63 | 1.32 × 1021 | 0 | . | 0.994 | |||
Only when hands are visibly dirty | −17.633 | 0 | 0 | . | 0.999 | 30.936 | 2.73 × 1013 | 0 | . | 0.999 | |||
Method of handwashing | Alcohol | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | ||
Soap and Water | 0.426 | 1.531 | 0.066 | 35.417 | 0.791 | 16.235 | 11,243,847 | 0 | . | 0.999 | |||
Constant | −3.973 | 0.019 | 0.356 | −41.101 | 0 | 1 | |||||||
(b) | |||||||||||||
Nose | B | Adjusted Odds Ratio (AOR) | 95% C.I. for AOR | p Value | Hands | B | Adjusted Odds Ratio (AOR) | 95% C.I. for AOR | p Value | ||||
Lower | Upper | Lower | Upper | ||||||||||
Enterobacteriaceae | Age (years) | 0.14 | 1.15 | 0.988 | 1.34 | 0.072 | −0.055 | 0.946 | 0.813 | 1.102 | 0.477 | ||
Gender | Female | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | ||
Male | −1.14 | 0.32 | 0 | 33,241.26 | 0.847 | 0.524 | 1.688 | 0 | . | 1 | |||
Nationality | 0.329 | 1 | |||||||||||
Bangladesh | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | |||
India | −3.312 | 0.036 | 0.001 | 0.906 | 0.043 * | −17.376 | 0 | 0 | . | 0.998 | |||
Nepal | −2.577 | 0.076 | 0.003 | 2.251 | 0.136 | 1.374 | 3.95 | 0 | . | 1 | |||
Philippines | −3.933 | 0.02 | 0 | 2172.737 | 0.507 | 0.925 | 2.522 | 0 | . | 1 | |||
Sri Lanka | 0.71 | 2.034 | 0 | . | 1 | −0.083 | 0.92 | 0 | . | 1 | |||
Shift | Day | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | ||
Night | −4.711 | 0.009 | 0 | 0.416 | 0.016 * | −16.707 | 0 | 0 | . | 0.998 | |||
Department | 0.355 | 1 | |||||||||||
Emergency | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | |||
Family Medicine | −19.122 | 0 | 0 | . | 0.999 | −20.111 | 0 | 0 | . | 0.999 | |||
ICU | 5.181 | 177.838 | 1.165 | 27,146 | 0.043 * | −1.767 | 0.171 | 0 | . | 1 | |||
OR | 4.837 | 126.055 | 1.912 | 8308.754 | 0.024 * | −17.859 | 0 | 0 | . | 0.999 | |||
Outpatient | 3.389 | 29.641 | 0.551 | 1594.342 | 0.096 | −19.422 | 0 | 0 | . | 0.999 | |||
Psychiatry Ward | −16.847 | 0 | 0 | . | 0.999 | −17.718 | 0 | 0 | . | 0.999 | |||
Wards | 0.801 | 2.229 | 0.118 | 42.203 | 0.593 | −0.364 | 0.695 | 0.046 | 10.479 | 0.793 | |||
Frequency of handwashing | 0.158 | 1 | |||||||||||
After specific tasks | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | |||
Every hour | −3.963 | 0.019 | 0.001 | 0.584 | 0.023 * | −18.232 | 0 | 0 | . | 0.998 | |||
Only after using the restroom | −17.745 | 0 | 0 | . | 0.999 | −17.113 | 0 | 0 | . | 0.999 | |||
Only when hands are visibly dirty | 2.351 | 10.494 | 0 | 41,524,934 | 0.762 | −2.298 | 0.1 | 0 | . | 1 | |||
Method of handwashing | Alcohol | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | ||
Soap and Water | −3.25 | 0.039 | 0.002 | 0.903 | 0.043 * | 18.464 | 1.04 × 108 | 0 | . | 0.999 | |||
Constant | −3.464 | 0.031 | 0.612 | −17.928 | 0 | 0.999 |
(a) | |||||||
B | Adjusted Odds Ratio (AOR) | 95% C.I. for AOR | p Value | ||||
Lower | Upper | ||||||
MRSA | Age (years) | −0.006 | 0.994 | 0.892 | 1.107 | 0.910 | |
Gender | Female | Ref | Ref | Ref | Ref | Ref | |
Male | −0.505 | 0.604 | 0.003 | 126.929 | 0.853 | ||
Nationality | 0.564 | ||||||
Bangladesh | Ref | Ref | Ref | Ref | Ref | ||
India | 0.019 | 1.019 | 0.101 | 10.268 | 0.987 | ||
Nepal | 2.538 | 12.648 | 0.565 | 283.176 | 0.110 | ||
Philippines | −0.100 | 0.905 | 0.004 | 194.735 | 0.971 | ||
Sri Lanka | 0.584 | 1.794 | 0.000 | . | 1.000 | ||
Shift | Day | Ref | Ref | Ref | Ref | Ref | |
Night | 0.173 | 1.189 | 0.200 | 7.058 | 0.849 | ||
Department | 0.930 | ||||||
Emergency | Ref | Ref | Ref | Ref | Ref | ||
Family Medicine | −19.417 | 0.000 | 0.000 | . | 0.999 | ||
ICU | 1.624 | 5.072 | 0.235 | 109.583 | 0.300 | ||
OR | −0.307 | 0.736 | 0.014 | 38.656 | 0.879 | ||
Outpatient | −0.146 | 0.864 | 0.022 | 34.039 | 0.938 | ||
Psychiatry Ward | −20.478 | 0.000 | 0.000 | . | 0.999 | ||
Wards | 0.116 | 1.123 | 0.077 | 16.443 | 0.933 | ||
Frequency of handwashing | 0.530 | ||||||
After specific tasks | Ref | Ref | Ref | Ref | Ref | ||
Every hour | −0.588 | 0.556 | 0.058 | 5.301 | 0.610 | ||
Only after using the restroom | 1.896 | 6.658 | 0.484 | 91.564 | 0.156 | ||
Only when hands are visibly dirty | −17.717 | 0.000 | 0.000 | . | 0.999 | ||
Method of handwashing | Alcohol | Ref | Ref | Ref | Ref | Ref | |
Soap and Water | 0.460 | 1.584 | 0.064 | 38.998 | 0.778 | ||
Constant | −2.656 | 0.070 | 0.532 | ||||
(b) | |||||||
B | Adjusted Odds Ratio (AOR) | 95% C.I. for AOR | p Value | ||||
Lower | Upper | ||||||
Enterobacteriaceae | Age (years) | 0.054 | 1.055 | 0.954 | 1.167 | 0.298 | |
Gender | Female | Ref | Ref | Ref | Ref | Ref | |
Male | −1.947 | 0.143 | 0.001 | 32.528 | 0.482 | ||
Nationality | 0.377 | ||||||
Bangladesh | Ref | Ref | Ref | Ref | Ref | ||
India | −2.390 | 0.092 | 0.007 | 1.134 | 0.063 | ||
Nepal | −1.883 | 0.152 | 0.008 | 2.894 | 0.210 | ||
Philippines | −2.732 | 0.065 | 0.000 | 14.304 | 0.321 | ||
Sri Lanka | −0.691 | 0.501 | 0.000 | . | 1.000 | ||
Shift | Day | Ref | Ref | Ref | Ref | Ref | |
Night | −4.047 | 0.017 | 0.001 | 0.451 | 0.015 * | ||
Department | 0.570 | ||||||
Emergency | Ref | Ref | Ref | Ref | Ref | ||
Family Medicine | −20.982 | 0.000 | 0.000 | . | 0.999 | ||
ICU | 3.057 | 21.267 | 0.452 | 1000.998 | 0.120 | ||
OR | 3.827 | 45.912 | 0.913 | 2307.729 | 0.056 | ||
Outpatient | 1.773 | 5.889 | 0.336 | 103.103 | 0.225 | ||
Psychiatry Ward | −17.783 | 0.000 | 0.000 | . | 0.999 | ||
Wards | 0.129 | 1.138 | 0.132 | 9.789 | 0.906 | ||
Frequency of handwashing | 0.175 | ||||||
After specific tasks | Ref | Ref | Ref | Ref | Ref | ||
Every hour | −3.726 | 0.024 | 0.001 | 0.671 | 0.028 * | ||
Only after using the restroom | −18.303 | 0.000 | 0.000 | . | 0.999 | ||
Only when hands are visibly dirty | 1.754 | 5.780 | 0.004 | 8541.590 | 0.638 | ||
Method of handwashing | Alcohol | Ref | Ref | Ref | Ref | Ref | |
Soap and Water | −1.586 | 0.205 | 0.018 | 2.330 | 0.201 | ||
Constant | 0.552 | 1.736 | 0.885 |
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© 2025 by the authors. Published by MDPI on behalf of the Lithuanian University of Health Sciences. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
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Alqurashi, M.S.; Sawan, A.A.; Berekaa, M.M.; Hunasemarada, B.C.; Al Shubbar, M.D.; Al Qunais, A.A.; Huldar, A.S.; Bojabara, L.M.; Alamro, S.A.; El-Badry, A.A. Hospital Hygiene Paradox: MRSA and Enterobacteriaceae Colonization Among Cleaning Staff in a Tertiary Hospital in Saudi Arabia. Medicina 2025, 61, 384. https://doi.org/10.3390/medicina61030384
Alqurashi MS, Sawan AA, Berekaa MM, Hunasemarada BC, Al Shubbar MD, Al Qunais AA, Huldar AS, Bojabara LM, Alamro SA, El-Badry AA. Hospital Hygiene Paradox: MRSA and Enterobacteriaceae Colonization Among Cleaning Staff in a Tertiary Hospital in Saudi Arabia. Medicina. 2025; 61(3):384. https://doi.org/10.3390/medicina61030384
Chicago/Turabian StyleAlqurashi, Maher S., Asma A. Sawan, Mahmoud M. Berekaa, Basavaraja C. Hunasemarada, Mohammed D. Al Shubbar, Abdulaziz A. Al Qunais, Ammar S. Huldar, Loay M. Bojabara, Saud A. Alamro, and Ayman A. El-Badry. 2025. "Hospital Hygiene Paradox: MRSA and Enterobacteriaceae Colonization Among Cleaning Staff in a Tertiary Hospital in Saudi Arabia" Medicina 61, no. 3: 384. https://doi.org/10.3390/medicina61030384
APA StyleAlqurashi, M. S., Sawan, A. A., Berekaa, M. M., Hunasemarada, B. C., Al Shubbar, M. D., Al Qunais, A. A., Huldar, A. S., Bojabara, L. M., Alamro, S. A., & El-Badry, A. A. (2025). Hospital Hygiene Paradox: MRSA and Enterobacteriaceae Colonization Among Cleaning Staff in a Tertiary Hospital in Saudi Arabia. Medicina, 61(3), 384. https://doi.org/10.3390/medicina61030384