Submitted:
23 September 2024
Posted:
24 September 2024
You are already at the latest version
Abstract
Keywords:
Introduction
Methods
- Data collection, handling, review and validation
- Statistical Methods:
Results
- Antimicrobial susceptibility profile of E. coli
- Nitrofurantoin:
- Ampicillin:
- First- and second- generation cephalosporins and cephamycins:
- Effect of GDP, population per square km, temperature, humidity on E. coli susceptibility profile
Discussion
Conclusions
- Limitations
- Future directions
Supplementary Materials
Acknowledgement
References
- Falagas ME, Peppas G, Matthaiou DK, Karageorgopoulos DE, Karalis N, Theocharis G. Effect of meteorological variables on the incidence of lower urinary tract infections. Eur J Clin Microbiol Infect Dis Off Publ Eur Soc Clin Microbiol. 2009 Jun;28(6):709–12. [CrossRef]
- Minisha F, Mohamed M, Abdulmunem D, El Awad S, Zidan M, Abreo M, et al. Bacteriuria in pregnancy varies with the ambiance: a retrospective observational study at a tertiary hospital in Doha, Qatar. J Perinat Med. 2019 Dec 18;48(1):46–52. [CrossRef]
- Zeng Y, Li W, Zhao M, Li J, Liu X, Shi L, et al. The association between ambient temperature and antimicrobial resistance of Klebsiella pneumoniae in China: a difference-in-differences analysis. Front Public Health. 2023 Jun 8;11:1158762. [CrossRef]
- Rizvi M, Malhotra S, Agarwal J, Siddiqui AH, Devi S, Poojary A, et al. Regional variations in antimicrobial susceptibility of community-acquired uropathogenic Escherichia coli in India: Findings of a multicentric study highlighting the importance of local antibiograms. IJID Reg. 2024 Jun;11:100370.
- Clinical & Laboratory Standards Institute [Internet]. [cited 2024 Sep 6]. M100 Ed34 | Performance Standards for Antimicrobial Susceptibility Testing, 34th Edition. Available from: https://clsi.org/standards/products/microbiology/documents/m100/.
- Flores-Mireles AL, Walker JN, Caparon M, Hultgren SJ. Urinary tract infections: epidemiology, mechanisms of infection and treatment options. Nat Rev Microbiol. 2015 May;13(5):269–84. [CrossRef]
- Hindler JA, Simner PJ, Clinical and Laboratory Standards Institute, editors. Analysis and presentation of cumulative antimicrobial susceptibility test data. 5th ed. Wayne, PA: Committee for Clinical Laboratory Standards; 2022. 176 p. (Documents / Clinical and Laboratory Standards Institute).
- Calvo-Villamañán A, San Millán Á, Carrilero L. Tackling AMR from a multidisciplinary perspective: a primer from education and psychology. Int Microbiol Off J Span Soc Microbiol. 2023 Jan;26(1):1–9. [CrossRef]
- MacFadden DR, McGough SF, Fisman D, Santillana M, Brownstein JS. Antibiotic Resistance Increases with Local Temperature. Nat Clim Change. 2018 Jun;8(6):510–4.
- Tutone M, Bjerklund Johansen TE, Cai T, Mushtaq S, Livermore DM. SUsceptibility and Resistance to Fosfomycin and other antimicrobial agents among pathogens causing lower urinary tract infections: findings of the SURF study. Int J Antimicrob Agents. 2022 May;59(5):106574. [CrossRef]
- Marchand-Austin A, Lee SM, Langford BJ, Daneman N, MacFadden DR, Diong C, et al. Antibiotic susceptibility of urine culture specimens in Ontario: a population-based cohort study. CMAJ Open. 2022;10(4):E1044–51. [CrossRef]
- Frequency of Extended-Spectrum Beta-Lactamases-Producing Escherichia coli Among Out- and In-patients in Rafsanjan City, Iran - ProQuest [Internet]. [cited 2024 Sep 6]. Available from: https://www.proquest.com/openview/d274105ca65f63a34fbfcc8804c9665e/1.pdf?pq-origsite=gscholar&cbl=55020.
- Mykhalko. SUSCEPTIBILITY OF THE UROPATHOGENIC ESCHERICHIA COLI STRAINS TO THE AMINOPENICILLINS AND NITROFURANS ANTIMICROBIALS IN 2015.
- Islam MA, Islam MR, Khan R, Amin MB, Rahman M, Hossain MI, et al. Prevalence, etiology and antibiotic resistance patterns of community-acquired urinary tract infections in Dhaka, Bangladesh. PloS One. 2022;17(9):e0274423. [CrossRef]
- Al Mamari Y, Sami H, Siddiqui K, Tahir HB, Al Jabri Z, Al Muharrmi Z, et al. Trends of antimicrobial resistance in patients with complicated urinary tract infection: Suggested empirical therapy and lessons learned from a retrospective observational study in Oman. Urol Ann. 2022;14(4):345–52. [CrossRef]
- Ali G, Riaz-Ul-Hassan S, Shah MA, Javid MQ, Khan AR, Shakir L. Antibiotic susceptibility and drug prescription pattern in uropathogenic Escherichia coli in district Muzaffarabad, Azad Jammu and Kashmir, Pakistan. JPMA J Pak Med Assoc. 2020 Nov;70(11):2039–42. [CrossRef]
- Khursheed N, Mal PB, Taimoor M. Frequency of isolation and susceptibility pattern of E. coli from in and outpatients over a period of five years at The Indus Hospital Network, Karachi Pakistan. JPMA J Pak Med Assoc. 2020 Sep;70(9):1587–90. [CrossRef]
- Al-Sheryani A, Al-Gheithi H, Al Moosawi M, Al-Zadjali S, Wali Y, Al-Khabori M. Molecular Characterization of Glucose-6-phosphate Dehydrogenase Deficiency in Oman. Oman Med J. 2023 Sep;38(5):e552. [CrossRef]
- Sugianli AK, Ginting F, Parwati I, de Jong MD, van Leth F, Schultsz C. Antimicrobial resistance among uropathogens in the Asia-Pacific region: a systematic review. JAC-Antimicrob Resist. 2021 Feb 27;3(1):dlab003. [CrossRef]
- Banerjee S, Sengupta M, Sarker TK. Fosfomycin susceptibility among multidrug-resistant, extended-spectrum beta-lactamase-producing, carbapenem-resistant uropathogens. Indian J Urol IJU J Urol Soc India. 2017;33(2):149–54. [CrossRef]
- Behera B, Mohanty S, Sahu S, Praharaj AK. In vitro Activity of Fosfomycin against Multidrug-Resistant Urinary and Nonurinary Gram-Negative Isolates. Indian J Crit Care Med Peer-Rev Off Publ Indian Soc Crit Care Med. 2018 Jul;22(7):533–6. [CrossRef]
- Saleem Z, Haseeb A, Abuhussain SSA, Moore CE, Kamran SH, Qamar MU, et al. Antibiotic Susceptibility Surveillance in the Punjab Province of Pakistan: Findings and Implications. Medicina (Mex). 2023 Jun 28;59(7):1215. [CrossRef]
- Abdelraheem WM, Mahdi WKM, Abuelela IS, Hassuna NA. High incidence of fosfomycin-resistant uropathogenic E. coli among children. BMC Infect Dis. 2023 Jul 17;23(1):475. [CrossRef]
- Bangash K, Mumtaz H, Mehmood M, Hingoro MA, Khan ZZ, Sohail A, et al. Twelve-year trend of Escherichia coli antibiotic resistance in the Islamabad population. Ann Med Surg. 2022 May 27;78:103855. [CrossRef]
- Salmanov AG, Artyomenko V, Susidko OM, Korniyenko SM, Kovalyshyn OA, Rud VO, et al. URINARY TRACT INFECTIONS IN PREGNANT WOMEN IN UKRAINE: RESULTS OF A MULTICENTER STUDY (2020-2022). Wiadomosci Lek Wars Pol 1960. 2023;76(7):1527–35. [CrossRef]
- Silver LL. Fosfomycin: Mechanism and Resistance. Cold Spring Harb Perspect Med. 2017 Feb 1;7(2):a025262. [CrossRef]
- Huttner A, Kowalczyk A, Turjeman A, Babich T, Brossier C, Eliakim-Raz N, et al. Effect of 5-Day Nitrofurantoin vs Single-Dose Fosfomycin on Clinical Resolution of Uncomplicated Lower Urinary Tract Infection in Women: A Randomized Clinical Trial. JAMA. 2018 May 1;319(17):1781–9. [CrossRef]
- Derington CG, Benavides N, Delate T, Fish DN. Multiple-Dose Oral Fosfomycin for Treatment of Complicated Urinary Tract Infections in the Outpatient Setting. Open Forum Infect Dis. 2020 Feb;7(2):ofaa034. [CrossRef]
- Assouma FF, Sina H, Adjobimey T, Noumavo ADP, Socohou A, Boya B, et al. Susceptibility and Virulence of Enterobacteriaceae Isolated from Urinary Tract Infections in Benin. Microorganisms. 2023 Jan 14;11(1):213. [CrossRef]
- Sharef SW, El-Naggari M, Al-Nabhani D, Al Sawai A, Al Muharrmi Z, Elnour I. Incidence of antibiotics resistance among uropathogens in Omani children presenting with a single episode of urinary tract infection. J Infect Public Health. 2015;8(5):458–65. [CrossRef]
- Carter C, Hutchison A, Rudder S, Trotter E, Waters EV, Elumogo N, et al. Uropathogenic Escherichia coli population structure and antimicrobial susceptibility in Norfolk, UK. J Antimicrob Chemother. 2023 Aug 2;78(8):2028–36. [CrossRef]
- Sid Ahmed MA, Petkar HM, Saleh TM, Albirair M, Arisgado LA, Eltayeb FK, et al. The epidemiology and microbiological characteristics of infections caused by Gram-negative bacteria in Qatar: national surveillance from the Study for Monitoring of Antimicrobial Resistance Trends (SMART): 2017 to 2019. JAC-Antimicrob Resist. 2023 Aug 3;5(4):dlad086. [CrossRef]
- Jafri SA, Qasim M, Masoud MS, Rahman MU, Izhar M, Kazmi S. Antibiotic resistance of E. coli isolates from urine samples of Urinary Tract Infection (UTI) patients in Pakistan. Bioinformation. 2014;10(7):419–22. [CrossRef]
- Tarek A, Abdalla S, Dokmak NA, Ahmed AA, El-Mahdy TS, Safwat NA. Bacterial Diversity and Antibiotic Resistance Patterns of Community-Acquired Urinary Tract Infections in Mega Size Clinical Samples of Egyptian Patients: A Cross-Sectional Study. Cureus. 16(1):e51838. [CrossRef]
- Hussain T, Moqadasi M, Malik S, Salman Zahid A, Nazary K, Khosa SM, et al. Uropathogens Antimicrobial Sensitivity and Resistance Pattern From Outpatients in Balochistan, Pakistan. Cureus. 2021 Aug;13(8):e17527. [CrossRef]
- Bhargava K, Nath G, Bhargava A, Kumari R, Aseri GK, Jain N. Bacterial profile and antibiotic susceptibility pattern of uropathogens causing urinary tract infection in the eastern part of Northern India. Front Microbiol. 2022;13:965053. [CrossRef]
- Ahmed SS, Shariq A, Alsalloom AA, Babikir IH, Alhomoud BN. Uropathogens and their antimicrobial resistance patterns: Relationship with urinary tract infections. Int J Health Sci. 2019;13(2):48–55.
- Malik J, Javed N, Malik F, Ishaq U, Ahmed Z. Microbial Resistance in Urinary Tract Infections. Cureus. 2020 May 14;12(5):e8110. [CrossRef]
- Ehsan B, Haque A, Qasim M, Ali A, Sarwar Y. High prevalence of extensively drug resistant and extended spectrum beta lactamases (ESBLs) producing uropathogenic Escherichia coli isolated from Faisalabad, Pakistan. World J Microbiol Biotechnol. 2023 Mar 24;39(5):132. [CrossRef]
- El-Naggari M, Al-Mulaabed S, Rabah F, Idrees AB, Muharrmi ZA, Nour IE. Urinary Tract Infection in Omani Children: Etiology and Antimicrobial Resistance. A Comparison between First Episode and Recurrent Infection. J Adv Microbiol. 2021 Mar 13;51–62. [CrossRef]
- Akter T, Fatema K, Nahar S, Sultana H, Alam S, Afrin S, et al. Spectrum of Antimicrobial Susceptibility of Escherichia coli Isolated from Urine Samples of a Tertiary Care Hospital of Bangladesh. 2020;24(03).
- Hossain G, Hossain E, Ahammed F, Mohammed R, Kabir MR, Karmaker G et al. Bacteriological profile and sensitivity pattern of urinary tract infection patients in north east part of Bangladesh. Int J Adv Med. 2020;7:1614-8. [CrossRef]
- Jamil J, Haroon M, Sultan A, Khan MA, Gul N, Kalsoom. Prevalence, antibiotic sensitivity and phenotypic screening of ESBL/MBL producer E. coli strains isolated from urine; District Swabi, KP, Pakistan. JPMA J Pak Med Assoc. 2018 Nov;68(11):1704–7.
- ALIZADE H. Escherichia coli in Iran: An Overview of Antibiotic Resistance: A Review Article. Iran J Public Health. 2018 Jan;47(1):1–12.
- Bokaie S, Demeshghieh AF, Farkhani EM, Shokri A. Antimicrobial Resistance Pattern of Escherichia Coli Isolated From Patients With Urinary Tract Infection in Tehran, Iran, in 2021. Epidemiol Health Syst J. 2022 Nov 6;9(4):160–3. [CrossRef]
- Al Rahmany D, Albeloushi A, Alreesi I, Alzaabi A, Alreesi M, Pontiggia L, et al. Exploring bacterial resistance in Northern Oman, a foundation for implementing evidence-based antimicrobial stewardship program. Int J Infect Dis IJID Off Publ Int Soc Infect Dis. 2019 Jun;83:77–82. [CrossRef]






| City and Country | Number of Centres | Latitude | Longitude | Temperature °C | Average relative humidity (%) |
GDP per capita income (USD)* |
Population density per square kilometre |
|
| Highest | Lowest | |||||||
| Sari, Iran | 2 | 36°33'21"N | 53°04'20"E | 44 | -5 | 73 | 4233.99 | 55 per Km2 |
| Al Wakra, Qatar | 1 | 25°17'02"N | 51°30'43"E | 50.4 | 3.8 | 60 | 81968.34 | 234.56 km2 |
| Al-Qasim, Saudi Arabia | 1 | 25°48′23″N | 42°52′24″E | 32.7 | 17.1 | 22.2 | 21138.65 | 440 /km2 |
| Muscat, Oman | 5 | 23°34'58"N | 58°25'28"E | 49.2 | 1.6 | 58 | 21265.63 | 491/km2 |
| Suhar, Oman | 1 | 24°20'25"N | 56°42'45"E | 50 | 5.7 | 73 | 21265.63 | 698.5/km² |
| Peshawar, Pakistan | 3 | 33°58'38"N | 71°33'55"E | 48 | -3.9 | 61 | 1471.10 | 1612.5 /km² |
| Abomey-calavi, Benin |
1 | 9°18'26"N | 2°18'33"E | 26 | 18.4 | 75 | 1449.11 | 2400/ km2 |
| Dnipro, Ukraine | 1 | 48°27'44"N | 35°00'01"E | 40.9 | -30 | 74.6 | 5224.59 | 2,411/km2 |
| Gurugram, India | 1 | 28°25'22"N | 76°59'23"E | 49 | -0.4 | 48 | 4,700 | 2,600/km2 |
| Kalyani, India | 1 | 28°37'40"N | 77°21'53"E | 49 | 11 | 60.2 | 2612.45 | 3,400/km2 |
| Bhopal, India | 1 | 23°15′35.6″N | 77°24′45.4″E | 31.7 °C | 18.6 °C | 45 | 1687 | 3,900/km2 |
| Toronto | 1 | 43°43'05"N | 79°22'41"W | 40.6 | -32.8 | 61.1 | 53246.98 | 4,427.8/km2 |
| Bhubaneswar, India | 1 | 20°18'03"N | 85°49'13"E | 46.7 | 8.2 | 70 | 2612.45 | 4,500/km2 |
| Lucknow, India | 1 | 26°50'55"N | 80°56'33"E | 47.7 | -1 | 55 | 2612.45 | 5,500/km2 |
| London, England | 1 | 51°31'43"N | 0°06'05"W | 40.2 | -17.4 | 73 | 48912.78 | 5,640/km2 |
| Karachi, Pakistan | 1 | 25°11'35"N | 67°09'19"E | 47.8 | 0 | 70 | 1471.1 | 5,779/km2 |
| Lahore, Pakistan | 1 | 31°28'58"N | 74°20'03"E | 48.3 | -2.2 | 53 | 1471.10 | 7,339/km2 |
| Delhi, India | 1 | 28.7041° N | 77.1025° E | 47.2 | -0.6 | 49 | 7,500 | 11,312 /km2 |
| Tehran, Iran | 1 | 35°42'27"N | 51°20'51"E | 41.8 | -13 | 46 | 4233.99 | 11,800/km2 |
| Male, Maldives | 1 | 4.1755° N | 73.5093° E | 35 | 19.2 | 79 | 16,439 | 19,000/km2 |
| Cairo, Egypt | 1 | 30°03'34"N | 31°15'30"E | 47.8 | 1.2 | 56 | 3770.13 | 19,376 |
| Dhaka, Bangladesh | 1 | 23°46'51"N | 90°25'10"E | 42.2 | 6.1 | 75 | 2621.29 | 38,000/km2 |
| Jaipur, India | 1 | 26.9°N | 75.8°E | 49.0 | −2.2 | 38 | 2,100 | 6,500/km2 |
| Bhopal, India | 1 | 23.25° N | 77.41° E | 46.0 | 0.6 | 45 | 2,087 | 3,900/km2 |
| Rustaq, Oman | 1 | 23.44° N | 57.43° E | 47.35 | 7.53 | 37.45 | 23,240 | 1,499/km² |
| Country | Institution | Total | Nitrofurantoin | Fosfomycin | Trimethoprim-Sulfamethoxazole | Ampicillin | Cefazolin | Cefuroxime | Ceftazidime | Ceftriaxone | Cefepime | Gentamicin | Amikacin | Ciprofloxacin | Amoxicillin-Clavulanic acid | Piperacillin-Tazobactam | Imipenem | Meropenem | |
| Middle East + Africa (18 centers) | Oman | Sultan Qaboos University Hospital, Muscat, Oman | 200 | 96% | 100% | 71% | 30% | 16% | 57% | 63% | 62% | 62% | 88% | 100% | 63% | 79% | 98% | 100% | 100% |
| Sohar Hospital, Suhar, Oman | 69 | 72% | 43% | 67% | 79% | 94% | 100% | 83% | 62% | 96% | 100% | 100% | |||||||
| Royal Hospital, Muscat, Oman | 604 | 97% | 61% | 25% | 50% | 49% | 50% | 81% | 99% | 48% | 41% | 94% | 98% | 98% | |||||
| Khoula Hospital, Muscat, Oman | 25 | 96% | 56% | 28% | 60% | 60% | 68% | 68% | 80% | 100% | 60% | 96% | 92% | 100% | 100% | ||||
| Apollo Hospital, Muscat, Oman | 117 | 96% | 95% | 68% | 54% | 82% | 97% | 61% | 88% | 95% | |||||||||
| Rustaq Hospital, Rustaq, Oman | 376 | 98% | 76% | 74% | 87% | 100% | 74% | 94% | 100% | ||||||||||
| Ibri Hospital, Ibri, Oman | 281 | 97% | 72% | 28% | 55% | 68% | 57% | 90% | 84% | 85% | 51% | 53% | 82% | 100% | 100% | ||||
| Al Masarra Linked HC (8), Oman | 142 | 97% | 66% | 35% | 57% | 62% | 80% | 63% | 48% | 88% | 100% | 63% | 82% | 97% | 100% | 100% | |||
| Khoula Linked HC (23), Oman | 60 | 98% | 63% | 40% | 62% | 62% | 62% | 61% | 62% | 90% | 100% | 66% | 95% | 100% | 100% | 100% | |||
| Al Nahdah Linked HC (24), Oman | 255 | 98% | 60% | 30% | 35% | 51% | 61% | 57% | 19% | 89% | 98% | 57% | 85% | 98% | 99% | 99% | |||
| Ibri Linked HC (17), Oman | 596 | 98% | 74% | 36% | 69% | 78% | 74% | 86% | 90% | 87% | 59% | 67% | 84% | 100% | 100% | ||||
| Nizwa Hospital, Nizwa, Oman | 262 | 88% | 66% | 31% | 49% | 47% | 67% | 85% | 82% | 67% | 78% | 61% | 82% | 97% | |||||
| Nizwa Linked HC ( 24) , Nizwa, Oman | 1024 | 92% | 73% | 33% | 46% | 43% | 75% | 86% | 76% | 73% | 82% | 63% | 100% | 97% | |||||
| Saudi Arabia | Al Qassim- King Fahad Hospital, Buraidah, Saudi Arabia | 198 | 92% | 50% | 28% | 55% | 55% | 57% | 80% | 97% | 51% | 60% | 75% | 97% | 97% | ||||
| Qatar | Al Wakra Hospital, Qatar | 100 | 97% | 57% | 30% | 58% | 80% | 64% | 83% | 85% | 99% | 52% | 75% | 92% | 97% | 100% | |||
| Iran | Emam Khomeini Sari, Iran | 94 | 91% | 50% | 20% | 23% | 25% | 50% | 73% | 17% | 82% | 48% | 74% | 92% | |||||
| Toba, Sari, Iran | 140 | 92% | 51% | 18% | 22% | 25% | 55% | 76% | 19% | 84% | 46% | 75% | 94% | ||||||
| Shahid Labbafinejad Hospital, Tehran, Iran | 235 | 86% | 26% | 25% | 33% | 41% | 66% | 14% | 72% | 91% | |||||||||
| Egypt | Ain Shams University Hospital, Egypt | 100 | 86% | 100% | 39% | 9% | 45% | 50% | 47% | 45% | 50% | 79% | 94% | 45% | 35% | 67% | 86% | 85% | |
| Africa | Benin, Africa | 282 | 95% | 10% | 20% | 17% | 47% | 34% | 37% | 91% | 100% | ||||||||
| Harmonic mean | 94% | 97% | 44% | 25% | 35% | 46% | 53% | 49% | 40% | 77% | 94% | 47% | 61% | 88% | 97% | 98% | |||
| Indian Subcontinent (14 centers) | India | Era Medical College, Lucknow, UP, India | 105 | 94% | 67% | 82% | 84% | 94% | 100% | 52% | 97% | 97% | |||||||
| SGT Hospital, Gurgaon, Haryana, India | 75 | 74% | 91% | 65% | 50% | 62% | 65% | 63% | 62% | 42% | 66% | 40% | 58% | 70% | 36% | 40% | |||
| AIIMS Kalyani, West Bengal, India | 452 | 97% | 98% | 60% | 23% | 31% | 45% | 58% | 75% | 92% | 39% | 59% | 87% | 91% | 91% | ||||
| Institute of Medical Sciences & SUM Hospital, Bhubaneswar, Orissa, India | 182 | 85% | 99% | 51% | 18% | 55% | 36% | 87% | 92% | 16% | 48% | 65% | |||||||
| Sitaram Bhartia Institute of science & research (SBISR), Delhi, India | 185 | 91% | 97% | 53% | 69% | 39% | 85% | 91% | 27% | 66% | 87% | 92% | 95% | ||||||
| Gandhi Medical College, Bhopal, MP, India | 815 | 73% | 51% | 16% | 48% | 55% | 9% | 10% | 40% | 52% | 56% | ||||||||
| Mahatma Gandhi University of Medical Sciences & Technology, Jaipur, Rajasthan, India | 191 | 100% | 100% | 47% | 24% | 52% | 49% | 39% | 69% | 88% | 5% | 43% | 72% | 83% | 82% | ||||
| Pakistan | Pakistan Khyber Medical College, Pakistan | 137 | 86% | 100% | 23% | 16% | 54% | 80% | 82% | 80% | 86% | 30% | 33% | 88% | 95% | 96% | |||
| Reliance Diagnostic Laboratory Karachi, Pakistan | 30 | 97% | 100% | 37% | 30% | 50% | 53% | 87% | 47% | 67% | 77% | 90% | |||||||
| Mayo Hospital Lahore, Pakistan | 32 | 77% | 85% | 22% | 43% | 85% | 15% | 41% | 85% | 85% | |||||||||
| Rehman Medical Institute, Pakistan | 38 | 80% | 96% | 84% | 38% | 30% | 32% | 52% | 68% | 74% | 35% | 49% | 82% | 90% | 90% | ||||
| Peshawar Institute of Cardiology, Pakistan | 79 | 79% | 100% | 71% | 18% | 20% | 52% | 60% | 53% | 17% | 3% | 57% | 89% | 92% | |||||
| Bangladesh | Uttara Adhunik, Bangladesh | 244 | 86% | 52% | 19% | 36% | 42% | 58% | 85% | 92% | 41% | 32% | 77% | 100% | |||||
| Maldives | Indira Gandhi Memorial Hospital, Maldives | 477 | 95% | 99% | 70% | 37% | 83% | 65% | 75% | 86% | 97% | 57% | 71% | 90% | 94% | 94% | |||
| Harmonic mean | 86% | 97% | 45% | 24% | 31% | 25% | 45% | 51% | 60% | 66% | 80% | 19% | 19% | 68% | 76% | 78% | |||
| Temperate centers (3 ) | Ukraine | Dnipro State Medical University, Ukraine | 34 | 85% | 82% | 74% | 9% | 33% | 52% | 65% | 65% | 56% | 88% | 88% | 76% | 82% | 85% | 88% | 88% |
| United Kingdom | Chelsea and Westminster NHS Trust, United Kingdom | 1559 | 99% | 97% | 70% | 88% | 89% | 87% | 93% | 100% | 86% | 62% | 86% | 99% | |||||
| Canada | Toronto, Canada | 273881 | 98% | 79% | 89% | ||||||||||||||
| Harmonic mean | 94% | 89% | 74% | 9% | 48% | 52% | 75% | 74% | 56% | 90% | 94% | 83% | 71% | 85% | 88% | 93% | |||
| Source | Sum of Squares (SS) | df | Mean Square (MS) | F | P-value | EF |
|---|---|---|---|---|---|---|
| Low Temperature | 26.450 | 1 | 26.450 | .152 | 0.697 | 0.001 |
| High Temperature | 822.131 | 1 | 822.131 | 4.732 | 0.030 | 0.016 |
| Humidity | 1596.773 | 1 | 1596.773 | 9.191 | 0.003 | 0.031 |
| Density of Population | 338.114 | 1 | 338.114 | 1.946 | 0.164 | 0.007 |
| GDP | 17000.801 | 2 | 8500.401 | 48.928 | < 0.001 | 0.255 |
| Drug | 60954.309 | 10 | 6095.431 | 35.085 | < 0.001 | 0.551 |
| GDP * Drug | 5883.647 | 20 | 294.182 | 1.693 | 0.034 | 0.106 |
| Source | Sum of Squares (SS) | df | Mean Square (MS) | F | P-value | EF | |
|---|---|---|---|---|---|---|---|
| MENA | High Temperature | 1306.209 | 1 | 1306.209 | 12.273 | < 0.001 | 0.077 |
| Humidity | 244.356 | 1 | 244.356 | 2.296 | 0.132 | 0.015 | |
| GDP | 4076.873 | 2 | 2038.437 | 19.153 | < 0.001 | 0.207 | |
| Antimicrobial | 45202.665 | 10 | 4520.267 | 42.472 | < 0.001 | 0.743 | |
|
Indian Subcontinent |
High Temperature | 247.410 | 1 | 247.410 | 1.025 | 0.313 | 0.008 |
| Humidity | 597.222 | 1 | 597.222 | 2.475 | 0.118 | 0.020 | |
| GDP | 1068.260 | 1 | 1068.260 | 4.426 | 0.037 | 0.035 | |
| Antimicrobial | 52647.173 | 10 | 5264.717 | 21.814 | < 0.001 | 0.639 | |
| Temperate Countries | High Temperature | 23.564 | 1 | 23.564 | 0.348 | 0.567 | 0.031 |
| Humidity | 33.809 | 1 | 33.809 | 0.636 | 0.439 | 0.043 | |
| GDP | 170.607 | 1 | 170.607 | 3.207 | 0.095 | 0.186 | |
| Antimicrobial | 1869.070 | 10 | 186.907 | 3.513 | 0.016 | 0.715 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).