Hostname: page-component-745bb68f8f-cphqk Total loading time: 0 Render date: 2025-02-11T10:44:30.220Z Has data issue: false hasContentIssue false
  • English
  • Français

Prevalence of Influenza Among Hajj Pilgrims: A Systematic Review and Meta-Analysis

Published online by Cambridge University Press:  24 March 2021

Hamid Safarpour Open the ORCID record for Hamid Safarpour [Opens in a new window] ,
Meysam Safi-Keykaleh ,
Iman Farahi-Ashtiani ,
Jafar Bazyar Open the ORCID record for Jafar Bazyar [Opens in a new window] ,
Salman Daliri  and
Ali Sahebi
Hamid Safarpour
Affiliation:
Department of Nursing, School of Nursing and Midwifery, Ilam University of Medical Sciences, Ilam, Iran Department of Health in Disasters and Emergencies, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
Meysam Safi-Keykaleh
Affiliation:
Nahavand School of Allied Medical Sciences, Hamadan University of Medical Sciences, Hamadan, Iran
Iman Farahi-Ashtiani
Affiliation:
Department of Health in Disasters and Emergencies, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
Jafar Bazyar
Affiliation:
Prehospital Emergency Center, Ilam University of Medical Sciences, Ilam, Iran
Salman Daliri
Affiliation:
Clinical Research Development Unit, Imam Hossein Hospital, Shahroud University of Medical Sciences, Shahroud, Iran
Ali Sahebi*
Affiliation:
Department of Health in Disasters and Emergencies, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran Non-Communicable Diseases Research Center, Ilam University of Medical Sciences, Ilam, Iran
*
Corresponding author: Ali Sahebi, Email: ali.sahebi.phd@gmail.com.
Rights & Permissions [Opens in a new window]

Abstract

Objectives:

Respiratory transmission, especially in mass gatherings, is considered one of the main ways of influenza transmission. The Hajj ceremony, as one of the largest gatherings worldwide, can increase the distribution of influenza infection. Thus, the present study aimed to evaluate the incidence of influenza among Hajj pilgrims.

Methods:

In this present systematic review and meta-analysis, all English studies published by 2019 were extracted from several databases such as the Web of Science, PubMed, Scopus, Cochrane Library, Science Direct, and Google Scholar. Finally, the data were extracted using a pre-prepared checklist and then analyzed by fixed and random effects model tests in the meta-analysis, Cochran, meta-regression, and Begg’s test.

Results:

Eighteen studies with a sample size of 62 431 were entered into the meta-analysis process. The overall prevalence of influenza, in addition to the prevalence of types A, B, and C influenza, was estimated at 5.9 (95% CI: 4.3-8.0), 3.6 (95% CI: 2.6-4.9), 2.9 (95% CI: 2.8-3.1), and 0.9% (95% CI: 0.5-1.5), respectively.

Conclusions:

In general, influenza remains widespread regardless of vaccinating pilgrims and following health protocols. Therefore, it is recommended that comprehensive management and educational approaches be used to reduce the prevalence of influenza and its adverse consequences among the pilgrims.

Keywords

fluhajjdisastermass gatheringpilgrimsprevalence
Type
Systematic Review
Information
Disaster Medicine and Public Health Preparedness , Volume 16 , Issue 3 , June 2022 , pp. 1221 - 1228
Copyright
© Society for Disaster Medicine and Public Health, Inc. 2021

Introduction

Influenza is considered one of the most common respiratory diseases that causes the annual death of various people worldwide. In addition, it is categorized into 4 types, the most frequent of which are types A, B, and C. Type A influenza is the only influenza virus that is known to cause an influenza pandemic. Further, a pandemic can occur when a new and highly different influenza A virus emerges, which infects people and can efficiently spread between people. Reference Caini, Kusznierz and Garate1,2 Furthermore, type B influenza is the cause of epidemics and is regarded as an important cause of morbidity and mortality during interpandemic periods. Reference Caini, Kusznierz and Garate1 Additionally, its prevention represents an essential public health priority globally. Reference Caini, Kusznierz and Garate1 Finally, type C influenza infections generally lead to mild illness without any human influenza epidemics. 2

Nearly 10–20% of the world’s population is infected with influenza every year, and 6–8% of the infected die due to this disease. Reference Dikmen, Aksakal, Aycan and Aycan3–Reference Vasoo, Stevens and Singh6 In addition, influenza is mainly transmitted by droplets, and contact with influenza-contaminated humans, animals, and birds can infect human beings. Reference Christman, Kedwaii and Xu7,Reference Crawford, Dubovi and Castleman8 Some individuals, including children and adults, especially in mass gatherings (MGs), are more vulnerable to influenza due to the weakness of the immune system, infection with chronic respiratory, cardiovascular diseases, and non-immunity to influenza. Reference Ashshi, Azhar and Johargy9,Reference Haghshenas, Jafarian and Babamahmoodi10

MGs are defined as the concentration of people at a specific location for a particular reason over an intended time interval which can strain the planning and response resources of the country or community (ie, political, cultural, artistic, athletic, and religious). Reference Karampourian, Ghomian and Khorasani-Zavareh11,Reference Karampourian, Khorasani-Zavareh and Ghomian12 In addition, MGs are presented as one of the main contributing factors to transmitting influenza worldwide since individuals can spread the disease to their own country. Accordingly, other countries can spread it by participating in an MG. Reference Alzeer13 Approximately 2–3 million people from 180 countries are annually assembled for Hajj, which is considered the greatest global religious MG. Reference Al-Abdallat, Rha and Alqasrawi14–Reference Refaey, Amin and Roguski16 This gathering can lead to influenza transmission among the present population. Reference Al-Asmary, Al-Shehri and Abou-Zeid17–Reference Memish, Zumla and Alhakeem20 Further, there is a risk of rapid amplification and potential spread of flu by pilgrims traveling. Reference Forde21 In this regard, overcrowding, poor sanitation, and air pollution all contribute to the transmission of infections, the most important of which is an acute respiratory infection in Hajj. Reference Alqahtani, Wiley and Tashani15 Furthermore, overcrowding can cause prolonged unavoidable close contact and increase the risk of spreading respiratory pathogens among the pilgrims. Reference Hashem, Al-Subhi and Badroon22 Annually, more than one-third of Hajj pilgrims suffer from respiratory symptoms mostly due to respiratory viruses, especially the influenza virus. Reference Hashem, Al-Subhi and Badroon22

Various people receive vaccination against influenza before attending the Hajj ceremony, although they may be prone to this disease due to insufficient immunity. Reference Alqahtani, Rashid and Heywood23,Reference Ortiz, Perut and Dumolard24 Thus, some pilgrims are infected and can transmit the disease to others through close contact. Reference Al-Tawfiq, Zumla and Memish18,Reference Al-Tawfiq and Memish25–Reference Haworth, Barasheed and Memish27

Infection with influenza is associated with pain, suffering, disability, and the pilgrim’s death, which imposes great expenses on the health system of the nations. Reference Alzeer13 Numerous studies have focused on the prevalence of influenza among pilgrims and reported different statistics in this regard. Knowing about the prevalence of influenza among Hajj pilgrims is essential regarding planning for its controlling and making decisions about providing resources and required equipment and performing interventions in this respect. Therefore, the present systematic review and meta-analysis evaluated the prevalence of influenza among Hajj pilgrims in order to enable health authorities to adopt appropriate interventions in this regard.

Materials and Methods

Search Strategy

The current systematic review and meta-analysis investigated the incidence of influenza among pilgrims based on related preferred reporting items for systematic review and meta-analysis (PRISMA) guidelines. Reference Moher, Shamseer and Clarke28 All research steps, including search, study selection, article qualification, and data extraction, were conducted by 2 researchers (HS and AS) who were educated in the research method field, and decisions were made by a third researcher (MSK) in case of disagreement.

In the primary search, all English articles published by the end of 2019 were extracted by searching through several databases such as Web of Science, PubMed, Scopus, Cochrane Library, Science Direct, and Google Scholar. Additionally, all articles with medical subject headings and key terms were searched separately or in combination with other words using “AND” and “OR” operators. The topic search terms were as follows:

  1. (1) “hadj” OR “hajj” OR “pilgrimage”

  2. (2) “influenza” OR “human influenza” OR “respiratory tract infection” OR “acute respiratory infection” OR “pneumonia viral”

  3. (3) “prevalence” OR “prevalence rate”

  4. (4) #1 AND #2 AND #3

Eligibility Criteria and Study Selection

The inclusion criterion included all English studies reporting the prevalence of influenza, whereas the exclusion criteria were those studies evaluating other infectious respiratory diseases with no report on the prevalence of influenza and non-English and non-original studies including review articles and research letters. Based on the inclusion and exclusion criteria, the titles and abstracts of all studies were screened by 2 researchers (HS and AS), followed by their independent evaluation of the full texts of possible related studies and extraction of final studies for quality assessment. It should be noted that the third researcher (MSK) resolved disagreements between the 2 abovementioned researchers in all steps.

Quality Assessment and Data Extraction

The two researchers independently used the checklist of Strengthening the Reporting of Observational Studies in Epidemiology for the quality assessment of the studies. Reference Von Elm, Altman and Egger29 This checklist contained 22 different parts, scoring was based on the importance of each part, and the lowest score for study qualification was 15 out of 33. Reference Daliri, Safarpour and Bazyar30,Reference Bazyar, Pourvakhshoori and Safarpour31 In the present study, a score of 20 and above was acceptable. Reference Bazyar, Pourvakhshoori and Safarpour31 In addition, the data were extracted using a pre-prepared checklist, including the name of the author, the place and time of the study, sample size, along the type and prevalence of influenza. As previously mentioned, disagreements between the researchers were resolved by the researcher MSK.

Statistical Analysis

Random- and fixed-effect (in meta-analysis) models were applied to combine the results in heterogeneous and homogeneous studies, respectively. Further, I2 Reference Crippa, Khudyakov and Wang32 and Cochran Q tests Reference Crippa, Khudyakov and Wang32 were used to evaluate data heterogeneity, followed by using the degree of heterogeneity to assess the I2 index. Furthermore, low, moderate, and high degrees of heterogeneity were represented as 25, 50, and 75%, respectively. It is noteworthy that fixed and random effect models were used if I2 ≤ 50% and > 50%, respectively. Reference Lin33,Reference Huedo-Medina, Sánchez-Meca, Marín-Martínez and Botella34 Then, meta-regression was applied to evaluate the source of heterogeneity, and P < 0.05 was considered statistically significant. It should be noted that the publication bias was controlled by funnel plots and Begg’s tests, and the trim-and-fill method was employed to provide adjusted estimates for the publication bias, if any. Reference Egger, Smith, Schneider and Minder35 Additionally, a sensitivity analysis Reference Copas and Shi36 was performed to investigate the influence of each individual study or a group of studies on the overall prevalence estimate at a time. For instance, studies with small sample size or a low-quality score were deleted from the analysis. Eventually, data were analyzed using STATA software, version 14.0 (StataCorp, College Station, TX).

Results

The present systematic review and meta-analysis included 794 studies after primary examinations. Following removing duplications, 735 studies were evaluated, and, finally, 18 cases with desirable quality on the prevalence of influenza among pilgrims were entered into the meta-analysis process (Figure 1). In addition, 62 431 samples from among the MGs of Hajj pilgrims were examined in this study.

Figure 1. The review process based on the PRISMA flow diagram.

The evaluation of studies indicated that the highest prevalence rate of influenza was found among Iranian (16.8%) and Saudi Arabian (14.8%) pilgrims, whereas the lowest rate was related to Indian (0.4%) and Australian (0.7%) pilgrims. Further, the prevalence rate of types A and B influenza was reported as 0.14–13.9 and 0.3–9.4% (see Table 1).

Table 1. General characteristics of eligible influenza studies for systematic review

Note: Seven countries included China, India, Brazil, Mexico, Russia, Indonesia, and Turkey.

NA = not available.

Based on the findings of this meta-analysis, the overall prevalence rate of viral influenza among pilgrims and the prevalence of types A, B, and C influenza were estimated at 5.9 (95% CI: 4.3-8.0), 3.6 (95% CI: 2.6-4.9), 2.9 (95% CI: 2.8-3.1), and 0.9% (95% CI: 0.5-1.5), respectively (Figures 2-5).

Figure 2. Pooled prevalence of influenza (%) based on the random-effects model.

Note: The midpoint of each line segment and the length of the line segment indicate the prevalence estimate and a 95% confidence interval in each study, respectively, and the diamond mark illustrates the pooled prevalence of influenza.

Figure 3. Pooled prevalence of influenza subtype A (%) based on the random-effects model.

Note: The midpoint of each line segment and the length of the line segment represent the prevalence estimate and a 95% confidence interval in each study, respectively, and the diamond mark displays the pooled prevalence of influenza subtype A.

Figure 4. Pooled prevalence of influenza subtype B (%) based on the random-effects model.

Note: The midpoint of each line segment denotes the prevalence estimate, and the length of the line segment indicates a 95% confidence interval in each study. In addition, the diamond mark demonstrates the pooled prevalence of influenza subtype B.

Figure 5. Pooled prevalence of influenza subtype C (%) based on the fixed-effects model.

Note: The midpoint of each line segment and the length of the line segment indicate the prevalence estimate and a 95% confidence interval in each study, respectively. Further, the diamond mark represents the pooled prevalence of influenza subtype C.

Considering heterogeneity between the studies conducted on the total prevalence of influenza (I2: 99%), subtypes A (I2: 98.6%) and B (I2: 96.7%) were analyzed by the random effect model, whereas the fixed effect model was performed in subtype C due to the homogeneity of the studies (I2: 50.2%).

Furthermore, meta-regression was used to examine the relationship between the year of the study and the prevalence of influenza. Based on the results (Figure 6), the prevalence of influenza decreased by an increase in the year of the study, although the relationship was not significant (P = 0.6). Additionally, evaluating the studies by the Begg’s test revealed no publication bias (P = 0.21).

Figure 6. Meta-regression chart of the prevalence of influenza and publication year of the study.

Discussion

Based on the analysis, the overall prevalence rate of all types of influenza among pilgrims was estimated at 5.9%, and the prevalence rates of types A, B, and C influenza were 3.6, 2.9, and 0.9%, respectively. In Hajj, various pilgrims from different age groups, health status, and infection potentialities get in close contact with each other and create a great challenge to public health by spreading respiratory diseases every year. Reference Al-Tawfiq, Gautret, Benkouiten and Memish37 Several studies Reference Al-Abdallat, Rha and Alqasrawi14,Reference Refaey, Amin and Roguski16,Reference Annan, Owusu and Marfo38–Reference Yavarian, Jandaghi and Naseri41 reported a higher prevalence of influenza (1.3–20.7%) compared with other viruses among pilgrims from different countries, including Saudi Arabia, Iran, China, India, Egypt, Jordan, Ghana, France, and the UK. In another study, type A influenza was more common (0.6–13.9%) than type B influenza (0.8–6.8%). Reference Gautret, Benkouiten, Al-Tawfiq and Memish26 In a review study by Gautret et al., the prevalence rate of influenza among Hajj pilgrims was reported as 4.5–13.9%, and those of types A and B influenza were 0.6–15.8 and 0–11.5%., Reference Gautret, Benkouiten, Al-Tawfiq and Memish26 respectively, representing the highest prevalence rate for type A influenza. In addition, Al-Tawfiq et al. reported a 1.6–1.8% prevalence rate for type A subtype H1N1 influenza. Reference Al-Tawfiq, Benkouiten and Memish42 In their review study on Iranian pilgrims, Razavi et al. demonstrated the total prevalence of influenza and the incidence of types A and B as 10.68, 1.5, and 20%, respectively. Reference Razavi, Torabi and Salamati43 Based on the finding of a study evaluating the prevalence of all types of influenza in 2014 Hajj, type A influenza was the most predominant virus among the pilgrims (27.8%). Reference Gautret, Benkouiten, Al-Tawfiq and Memish26 In the current meta-analysis, the prevalence of influenza was extracted and statistically analyzed in 18 studies, and the results indicated that this disease was prevalent among the pilgrims. Millions of people from different countries travel to Saudi Arabia every year, imposing high costs on the health care systems of countries and thus leading to suffering, disability, and, in some cases, death. In general, various factors can increase the prevalence of influenza among pilgrims, including the lack of observing hygiene while having contact with other people (eg, shaking hands), using a mask, receiving vaccines, and separating patients infected with influenza from others. Reference Karampourian, Khorasani-Zavareh and Ghomian12,Reference Aledort, Lurie, Wasserman and Bozzette44,Reference Oshitani45 Although vaccination is one of the common approaches to prevent influenza infections and most countries suggest it to pilgrims, the average immunity due to the vaccine is reported as 59–63%. Reference Osterholm, Kelley, Sommer and Belongia46 Further, flu virus detection among vaccinated persons during Hajj is not uncommon due to a possible mismatch between the vaccine and circulating strains. Reference Hashem, Al-Subhi and Badroon22,Reference Gautret, Benkouiten, Al-Tawfiq and Memish26,Reference Annan, Owusu and Marfo38,Reference Alborzi, Aelami and Ziyaeyan47 Therefore, new guidelines and protocols are recommended for immunizing influenza in the Hajj in order to increase vaccine coverage and adequate protection against this disease. Reference Gautret, Benkouiten, Al-Tawfiq and Memish26

It is noteworthy that controlling influenza among pilgrims requires adopting managerial and educational principles in terms of the comprehensive observance of hygiene to prevent influenza infections and reduce the prevalence of this disease among pilgrims. Furthermore, using syndromic surveillance as a primary warning system during Hajj is necessary for controlling infectious diseases. More precisely, the international use of syndromic surveillance can have an impressive effect on reducing the release and transmission of such diseases. Eventually, it could prevent the influenza pandemic, which can play an important role in global health security. Reference Alotaibi, Yezli and Bin Saeed48,Reference Benkouiten, Al-Tawfiq and Memish49

Limitations

The present study had some limitations. The prevalence of influenza and its subtypes were not reported in some studies, and the study population was not specified in some studies.

Conclusion

Based on the findings, influenza remains prevalent, despite vaccinating pilgrims and following health protocols. Regarding the massive population of pilgrims, different individuals get infected with this disease due to religious gatherings every year, and the infection rate among pilgrims intensifies by the occurrence of influenza epidemics. In general, adopting managerial and educational approaches toward the comprehensive observance of sanitation among pilgrims is suggested for reducing the prevalence rate of influenza and its undesirable consequences among these people. Ultimately, syndromic surveillance is required in this regard, since it is effective in preventing, controlling, and effectively responding to contagious diseases such as influenza.

Acknowledgments

We would like to thank Dr Sanaz Sohrabizadeh for her technical support of this research.

Conflict(s) of Interest

The authors declare no potential conflicts of interest with respect to the research, authorship, and/or publication of this paper.

References

Caini, S, Kusznierz, G, Garate, VV, et al. The epidemiological signature of influenza B virus and its B/Victoria and B/Yamagata lineages in the 21st century. PLoS One. 2019;14(9):e0222381.CrossRefGoogle Scholar
Centers for Disease Control and Prevention (CDC). National Center for Immunization and Respiratory Diseases (NCIRD). Types of influenza viruses. 2018. https://www.cdc.gov/flu/about/viruses/types.htm. Accessed Jan 7, 2020.Google Scholar
Dikmen, AU, Aksakal, FNB, Aycan, Z, Aycan, S. Prevalence of influenza vaccination among health care workers and adverse effects after vaccination: a cross-sectional study. J Surg Med. 2019;3(7):520–524.Google Scholar
World Health Organization. Influenza (seasonal). April 2009. Accessed Jan 8, 2020.Google Scholar
Rambaut, A, Pybus, OG, Nelson, MI, et al. The genomic and epidemiological dynamics of human influenza A virus. Nature. 2008;453(7195):615.Google ScholarPubMed
Vasoo, S, Stevens, J, Singh, K. Rapid antigen tests for diagnosis of pandemic (swine) influenza A/H1N1. Clin Infect Dis. 2009;49(7):1090–1093.CrossRefGoogle ScholarPubMed
Christman, MC, Kedwaii, A, Xu, J, et al. Pandemic (H1N1) 2009 virus revisited: an evolutionary retrospective. Infect Genet Evol. 2011;11(5):803–811.CrossRefGoogle ScholarPubMed
Crawford, P, Dubovi, EJ, Castleman, WL, et al. Transmission of equine influenza virus to dogs. Science. 2005;310(5747):482–485.CrossRefGoogle ScholarPubMed
Ashshi, A, Azhar, E, Johargy, A, et al. Demographic distribution and transmission potential of influenza A and 2009 pandemic influenza A H1N1 in pilgrims. J Infect Dev Countr. 2014;8(09):1169–1175.CrossRefGoogle ScholarPubMed
Haghshenas, M, Jafarian, E, Babamahmoodi, F, et al. Prevalence of influenza A/H3N2 virus in northern Iran from 2011 to 2013. Caspian J Intern Med. 2015;6(2):116.Google ScholarPubMed
Karampourian, A, Ghomian, Z, Khorasani-Zavareh, D. Exploring challenges of health system preparedness for communicable diseases in Arbaeen mass gathering: a qualitative study. F1000Research. 2018;7:1448.CrossRefGoogle ScholarPubMed
Karampourian, A, Khorasani-Zavareh, D, Ghomian, Z. Communicable diseases pattern in religious mass gatherings: a systematic review. J Clin Diagn Res. 2019;13(2):LE01–LE06.Google Scholar
Alzeer, AH. Respiratory tract infection during Hajj. Ann Thorac Med. 2009;4(2):50.CrossRefGoogle ScholarPubMed
Al-Abdallat, MM, Rha, B, Alqasrawi, S, et al. Acute respiratory infections among returning Hajj pilgrims – Jordan, 2014. J Clin Virol. 2017;89:34–37.CrossRefGoogle ScholarPubMed
Alqahtani, AS, Wiley, KE, Tashani, M, et al. Exploring barriers to and facilitators of preventive measures against infectious diseases among Australian Hajj pilgrims: cross-sectional studies before and after Hajj. Int J Infect Dis. 2016;47:53–59.CrossRefGoogle ScholarPubMed
Refaey, S, Amin, MM, Roguski, K, et al. Cross-sectional survey and surveillance for influenza viruses and MERS-CoV among Egyptian pilgrims returning from Hajj during 2012-2015. Influenza Other Respir Viruses. 2017;11(1):57–60.CrossRefGoogle ScholarPubMed
Al-Asmary, S, Al-Shehri, A-S, Abou-Zeid, A, et al. Acute respiratory tract infections among Hajj medical mission personnel, Saudi Arabia. Int J Infect Dis. 2007;11(3):268–272.CrossRefGoogle ScholarPubMed
Al-Tawfiq, JA, Zumla, A, Memish, ZA. Respiratory tract infections during the annual Hajj: potential risks and mitigation strategies. Curr Opin Pulmon Med. 2013;19(3):192–197.Google ScholarPubMed
Memish, ZA, Assiri, A, Turkestani, A, et al. Mass gathering and globalization of respiratory pathogens during the 2013 Hajj. Clin Microbiol Infect. 2015;21(6):571. e571-571. e578.CrossRefGoogle ScholarPubMed
Memish, ZA, Zumla, A, Alhakeem, RF, et al. Hajj: infectious disease surveillance and control. Lancet. 2014;383(9934):2073–2082.CrossRefGoogle ScholarPubMed
Forde, AM. The Hajj. Influenza Other Respir Viruses. 2012;6(6):e72–e73.Google ScholarPubMed
Hashem, AM, Al-Subhi, TL, Badroon, NA, et al. MERS-CoV, influenza and other respiratory viruses among symptomatic pilgrims during 2014 Hajj season. J Med Virol. 2019;91(6):911–917.CrossRefGoogle Scholar
Alqahtani, A, Rashid, H, Heywood, A. Vaccinations against respiratory tract infections at Hajj. Clin Microbiol Infect. 2015;21(2):115–127.CrossRefGoogle ScholarPubMed
Ortiz, JR, Perut, M, Dumolard, L, et al. A global review of national influenza immunization policies: analysis of the 2014 WHO/UNICEF Joint Reporting Form on immunization. Vaccine. 2016;34(45):5400–5405.CrossRefGoogle ScholarPubMed
Al-Tawfiq, JA, Memish, ZA. Prevention of pneumococcal infections during mass gathering. Hum Vaccin Immunother. 2016;12(2):326–330.CrossRefGoogle ScholarPubMed
Gautret, P, Benkouiten, S, Al-Tawfiq, JA, Memish, ZA. Hajj-associated viral respiratory infections: a systematic review. Travel Med Infect Dis. 2016;14(2):92–109.CrossRefGoogle ScholarPubMed
Haworth, E, Barasheed, O, Memish, ZA, et al. Prevention of influenza at Hajj: applications for mass gatherings. J Royal Soc Med. 2013;106(6):215–223.Google ScholarPubMed
Moher, D, Shamseer, L, Clarke, M, et al. Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst Rev. 2015;4(1):1.CrossRefGoogle ScholarPubMed
Von Elm, E, Altman, DG, Egger, M, et al. The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. Int J Surg. 2014;12(12):1495–1499.CrossRefGoogle ScholarPubMed
Daliri, S, Safarpour, H, Bazyar, J, et al. The relationship between some neonatal and maternal factors during pregnancy with the prevalence of congenital malformations in Iran: a systematic review and meta-analysis. J Matern-Fetal Neonatal Med. 2019;32(21):3666–3674.CrossRefGoogle ScholarPubMed
Bazyar, J, Pourvakhshoori, N, Safarpour, H, et al. Hospital disaster preparedness in Iran: a systematic review and meta-analysis. Iran J Public Health. 2020;49(5):837–850.Google ScholarPubMed
Crippa, A, Khudyakov, P, Wang, M, et al. A new measure of between-studies heterogeneity in meta-analysis. Stat Med. 2016;35(21):3661–3675.Google ScholarPubMed
Lin, L. Comparison of four heterogeneity measures for meta-analysis. J Eval Clin Pract. 2020;26(1):376–384.CrossRefGoogle ScholarPubMed
Huedo-Medina, TB, Sánchez-Meca, J, Marín-Martínez, F, Botella, J. Assessing heterogeneity in meta-analysis: Q statistic or I2 index? Psychol Methods. 2006;11(2):193.CrossRefGoogle ScholarPubMed
Egger, M, Smith, GD, Schneider, M, Minder, C. Bias in meta-analysis detected by a simple, graphical test. BMJ. 1997;315(7109):629–634.CrossRefGoogle ScholarPubMed
Copas, J, Shi, JQ. Meta-analysis, funnel plots and sensitivity analysis. Biostatistics. 2000;1(3):247–262.CrossRefGoogle ScholarPubMed
Al-Tawfiq, JA, Gautret, P, Benkouiten, S, Memish, ZA. Mass gatherings and the spread of respiratory infections. Lessons from the Hajj. Ann Am Thorac Soc. 2016;13(6):759–765.Google ScholarPubMed
Annan, A, Owusu, M, Marfo, KS, et al. High prevalence of common respiratory viruses and no evidence of Middle East respiratory syndrome coronavirus in Hajj pilgrims returning to Ghana, 2013. Trop Med Int Health. 2015;20(6):807–812.Google ScholarPubMed
Balkhy, HH, Memish, ZA, Bafaqeer, S, Almuneef, MA. Influenza a common viral infection among Hajj pilgrims: time for routine surveillance and vaccination. J Travel Med. 2004;11(2):82–86.CrossRefGoogle ScholarPubMed
Koul, PA, Mir, H, Saha, S, et al. Influenza not MERS CoV among returning Hajj and Umrah pilgrims with respiratory illness, Kashmir, North India, 2014–15. Travel Med Infect Dis. 2017;15:45–47.CrossRefGoogle Scholar
Yavarian, J, Jandaghi, NZS, Naseri, M, et al. Influenza virus but not MERS coronavirus circulation in Iran, 2013–2016: Comparison between pilgrims and general population. Travel Med Infect Dis. 2018;21:51–55.CrossRefGoogle Scholar
Al-Tawfiq, JA, Benkouiten, S, Memish, ZA. A systematic review of emerging respiratory viruses at the Hajj and possible coinfection with Streptococcus pneumoniae. Travel Med Infect Dis. 2018;23:6–13.CrossRefGoogle ScholarPubMed
Razavi, SM, Torabi, SM, Salamati, P. Treatment and prevention of acute respiratory infections among Iranian Hajj pilgrims: a 5-year follow up study and review of the literature. Med J Islam Repub Iran. 2014;28:31.Google ScholarPubMed
Aledort, JE, Lurie, N, Wasserman, J, Bozzette, SA. Non-pharmaceutical public health interventions for pandemic influenza: an evaluation of the evidence base. BMC Public Health. 2007;7(1):208.CrossRefGoogle ScholarPubMed
Oshitani, H. Potential benefits and limitations of various strategies to mitigate the impact of an influenza pandemic. J Infect Chemother. 2006;12(4):167–171.CrossRefGoogle ScholarPubMed
Osterholm, MT, Kelley, NS, Sommer, A, Belongia, EA. Efficacy and effectiveness of influenza vaccines: a systematic review and meta-analysis. Lancet Infect Dis. 2012;12(1):36–44.CrossRefGoogle ScholarPubMed
Alborzi, A, Aelami, MH, Ziyaeyan, M, et al. Viral etiology of acute respiratory infections among Iranian Hajj pilgrims, 2006. J Travel Med. 2009;16(4):239–242.CrossRefGoogle ScholarPubMed
Alotaibi, BM, Yezli, S, Bin Saeed, A-AA, et al. Strengthening health security at the Hajj mass gatherings: characteristics of the infectious diseases surveillance systems operational during the 2015 Hajj. J Travel Med. 2017;24(3):taw087.CrossRefGoogle ScholarPubMed
Benkouiten, S, Al-Tawfiq, JA, Memish, ZA, et al. Clinical respiratory infections and pneumonia during the Hajj pilgrimage: a systematic review. Travel Med Infect Dis. 2019;28:15–26.Google ScholarPubMed
AlSaleh, E, Al Mazroua, M, Choudhary, AJ, et al. Serotypes of influenza during Hajj season, 1424 H (2004). Saudi Epidemiol Bull. 2005;12(1):1–12.Google Scholar
Kholeidi, D, Baksh, MF, Al Mazam, AA, Ashry, G. Seropositivity in clinical influenza cases among pilgrims during Hajj, 1421 Ha. Saudi Epidemiol Bull. 2001;8(4):27–28.Google Scholar
Memish, ZA, Assiri, AM, Hussain, R, et al. Detection of respiratory viruses among pilgrims in Saudi Arabia during the time of a declared influenza A (H1N1) pandemic. J Travel Med. 2011;19(1):15–21.CrossRefGoogle ScholarPubMed
Ziyaeyan, M, Alborzi, A, Jamalidoust, M, et al. Pandemic 2009 influenza A (H1N1) infection among 2009 Hajj pilgrims from Southern Iran: a real-time RT-PCR-based study. Influenza Other Respir Viruses. 2012;6(6):e80–e84.CrossRefGoogle ScholarPubMed
Atabani, SF, Wilson, S, Overton-Lewis, C, et al. Active screening and surveillance in the United Kingdom for Middle East respiratory syndrome coronavirus in returning travellers and pilgrims from the Middle East: a prospective descriptive study for the period 2013–2015. Int J Infect Dis. 2016;47:10–14.CrossRefGoogle ScholarPubMed
Aberle, JH, Popow-Kraupp, T, Kreidl, P, et al. Influenza A and B viruses but not MERS-CoV in Hajj pilgrims, Austria, 2014. Emerg Infect Dis. 2015;21(4):726.CrossRefGoogle Scholar
Moattari, A, Emami, A, Moghadami, M, Honarvar, B. Influenza viral infections among the Iranian Hajj pilgrims returning to Shiraz, Fars Province, Iran. Influenza Other Respir Viruses. 2012;6(6):e77–e79.CrossRefGoogle ScholarPubMed
Ma, X, Liu, F, Liu, L, et al. No MERS-CoV but positive influenza viruses in returning Hajj pilgrims, China, 2013–2015. BMC Infect Dis. 2017;17(1):715.CrossRefGoogle ScholarPubMed
Rashid, H, Shafi, S, Haworth, E, et al. Viral respiratory infections at the Hajj: comparison between UK and Saudi pilgrims. Clin Microbiol Infect. 2008;14(6):569–574.CrossRefGoogle ScholarPubMed
Imani, R, Karimi, A, Habibian, R. Acute respiratory viral infections among Tamattu’ Hajj pilgrims in Iran. Life Sci J. 2013;10(3):449–453.Google Scholar
Benkouiten, S, Charrel, R, Belhouchat, K, et al. Respiratory viruses and bacteria among pilgrims during the 2013 Hajj. Emerg Infect Dis. 2014;20(11):1821.CrossRefGoogle ScholarPubMed
Figure 0

Figure 1. The review process based on the PRISMA flow diagram.

Figure 1

Table 1. General characteristics of eligible influenza studies for systematic review

Figure 2

Figure 2. Pooled prevalence of influenza (%) based on the random-effects model.Note: The midpoint of each line segment and the length of the line segment indicate the prevalence estimate and a 95% confidence interval in each study, respectively, and the diamond mark illustrates the pooled prevalence of influenza.

Figure 3

Figure 3. Pooled prevalence of influenza subtype A (%) based on the random-effects model.Note: The midpoint of each line segment and the length of the line segment represent the prevalence estimate and a 95% confidence interval in each study, respectively, and the diamond mark displays the pooled prevalence of influenza subtype A.

Figure 4

Figure 4. Pooled prevalence of influenza subtype B (%) based on the random-effects model.Note: The midpoint of each line segment denotes the prevalence estimate, and the length of the line segment indicates a 95% confidence interval in each study. In addition, the diamond mark demonstrates the pooled prevalence of influenza subtype B.

Figure 5

Figure 5. Pooled prevalence of influenza subtype C (%) based on the fixed-effects model.Note: The midpoint of each line segment and the length of the line segment indicate the prevalence estimate and a 95% confidence interval in each study, respectively. Further, the diamond mark represents the pooled prevalence of influenza subtype C.

Figure 6

Figure 6. Meta-regression chart of the prevalence of influenza and publication year of the study.