Literature DB >> 30863667

Trends in the leading causes of childhood mortality from 2004 to 2016 in Qatar.

Mohammed Al-Thani1, Al-Anoud Al-Thani1, Amine Toumi1, ShamsEldin Khalifa1, Muhammad Asif Ijaz1, Hammad Akram1.   

Abstract

INTRODUCTION: Childhood mortality is an important health indicator that reflects the overall health status of a population. Despite the decrease in global childhood mortality rates over the past decades, it still remains an important public health issue in Qatar.
METHODS: The data from 2004-2016 were extracted from the Qatar Ministry of Public Health Birth and Death Database. International Classification of Diseases (ICD-10) was used for coding the causes of death. The childhood mortality rate was defined as the probability of a child dying between the first and the fifth birthday, expressed as the number of deaths per 1,000 children surviving to 12 months of age. The sex ratio was calculated by dividing the mortality rate of males by that of females. Mann-Kendall trend test was performed to examine time trends. Relative risks were calculated to examine differences by nationality (Qatari and non-Qatari) and sex.
RESULTS: A significant decrease in mortality rate of children aged one to five was observed from 1.76 to 1.05 per 1000 children between 2004 and 2016 (Kendall tau=-0.6, p=0.004). Three prominent causes of mortality were motor vehicle accidents, congenital malformations of the circulatory system, and accidental drowning/submersion. A statistically non-significant decrease in childhood mortality from motor vehicle accidents was oberved for all nationalities (total (Kendall tau=-0.03), Qatari (Kendall tau=-0.14), and non-Qatari (Kendall tau=-0.12)). A significant decrease was seen for total accidental drowning and submersion (Kendall tau=-0.54, p=0.012), while no statistically significant decrease was seen for total congenital malformations of the circulatory system (Kendall tau=-0.36, NS). The Qatari population did have a significant decrease in childhood mortality due to congenital malformations of the circulatory system (Kendall tau=-0.67, p=0.003) and accidental drowning and submersion (Kendall tau=-0.55, p=0.016).
CONCLUSION: The study is a first attempt to evaluate childhood mortality statistics from Qatar and could be useful in supporting Qatar's ongoing national health strategy programs.

Entities:  

Keywords:  Childhood mortality; Childhood mortality causes; Epidemiology; Public Health; Qatar; Sex ratio

Year:  2018        PMID: 30863667      PMCID: PMC6393052          DOI: 10.5195/cajgh.2018.334

Source DB:  PubMed          Journal:  Cent Asian J Glob Health        ISSN: 2166-7403


Introduction

The mortality rate for children under the age of five is defined as the number of deaths before the age of five per 1,000 live births in a region of interest and is a commonly used health indicator.1 Decline in under-five mortality is a global trend reaching 58% reduction from 1990 to 2017.2 However, under five mortality is still high among countries in the World Health Organization (WHO) African region, reaching 100 deaths per 1,000 live births in some countries.2,3 It is an important health indicator that represents the health access, needs, and access to services in a region.1,2 Despite the fact that global mortality rates have been decreasing over the past few decades, there is a focus on further reduction of under-five mortality in some nations.4 For example, under-five mortality rates ranged from 152 per 1000 live births in Guinea Bissau to 2.3 per 1000 live births in Singapore.5 In 2013, annualized rates of change from the year 1990 to 2013 ranged from −6.8% to 0.1%.5 The United Nations’ sustainable development goal (SDG) aims to reduce the under-five mortality in all countries to at least as low as 25 per 1,000 live births by 2030.2 According to the global statistics, over 5.6 million children, or 15,000 every day, died in this age group in 2016, making mortality under five years of age a major public health issue globally.2 Childhood mortality (defined as death between the first and the fifth birthday) was approximately 13.3 per 1000 live births globally in 2013.5 Childhood mortality in the North Africa/Middle East region and Qatar was approximately 5.4 and 2.1 per 1000 live births respectively in 2013.5 Generally, the sex ratio of male to female mortality aged between one and five years is greater than one, and females tend to have better survival up to five years when compared to males. In East Asian countries, there was an increase in sex ratio from 1.02 in 1990 to 1.14 in 2012.6 In this study, we aimed to investigate the trends in childhood mortality and the leading causes of death by nationality and sex in Qatar from 2004 to 2016. The mortality trends and characteristics among infants under one year of age in Qatar have already been discussed in our previous publication.7

Methods

Data Management and Handling

Ethical procedures as per Qatar Ministry of Public Health (MOPH) regulations were followed while carrying out the data handling and analysis. The data were maintained in a secure environment to assure privacy of personally identifiable information. Childhood mortality data were extracted from the MOPH Birth and Death Registry. Causes of death were coded in accordance with the International Classification of Diseases guidelines (ICD-10, Version 2016). The detailed process of data collection and “cause of death” coding was described elsewhere.7 The data contained information on date, place, and cause of death, as well as included demographic information like sex, age, and nationality (Qatari or non-Qatari).7

Definition

The childhood mortality rate was defined as “the probability of a child dying between the first and the fifth birthday, expressed as deaths per 1,000 children surviving to 12 months of age.”8 This parameter is different than under-five mortality rate which also includes children who are under 1 year of age.1 An alternative approach to calculate childhood mortality (not used here) takes into account the number of deaths per 1000 live births, but the calculation method used in the present article is also acceptable and has been used globally in demographic health surveys.5, 8

Statistical analysis

The sex ratio was calculated by dividing the mortality rates of males by that of the females. To assess the trends by sex ratio and each cause of childhood mortality, a Mann-Kendall trend test was performed. The Mann-Kendall trend test is a nonparametric test for monotonic trends in a time series, based on the Kendall rank correlation between the value of interest and time.9 MEDCALC® was used to calculate the difference in the relative risk of the mortality due to selected causes by gender and nationality. All trend tests and plotting of changes in the mortality rates were carried out using R version 3.0.3 (R Foundation for Statistical Computing, Vienna, Austria). LOWESS (Locally Weighted Scatterplot Smoother) smoothing lines were added to the plots.

Results

Overall, a total of 389 deaths were registered among children aged one to five in Qatar from 2004 to 2016 (Table 1). Figure 1 shows that the annual childhood mortality rates for all populations decreased significantly from 1.76 (Kendall tau=−0.6, p=0.004) in 2004 to 1.05 in 2016 (Kendall tau=−0.03, p=0.951), with an average rate of 1.6 per 1000 live births between these years (2004–2016). Based on the Kendall tau, this decrease was more significant for Qataris (Kendall tau=−0.6, p=0.004) than for Non-Qataris (Kendall tau=−0.4, p=0.044). However, there was no clear trend in sex ratio for the total study population (Kendall tau=0.03). We also found that the trend in sex ratio for Qatari population decreased from 1.41 in 2004 to 0.49 in 2016 but was not significant (Kendall tau=−0.39, p=0.086), and that it increased from 0.59 in 2004 to 1.24 in 2016 for non-Qataris but again was not significant (Kendall tau=−0.18, p=0.428).
Table 1

Childhood mortality rates by year, sex and nationality

YearChildren surviving to 12 months of ageOne to five mortalityChildhood Mortality Rate

CountCountTotal (per 1000)QatariNon-QatariMaleFemale
200413082231.761.551.961.631.89
200513291272.032.411.72.661.38
200614009332.362.152.532.522.18
200715570241.541.121.92.50.53
200817530301.711.711.611.132.31
200918449281.521.341.641.491.55
201019380311.61.171.882.031.16
201120617271.311.441.230.671.97
201221674371.711.241.951.731.69
201323739251.051.021.071.320.77
201425469371.450.881.721.851.04
201526427391.481.221.591.551.39
201626656281.050.381.331.110.99
Figure 1

Annual rate and sex ratio of childhood mortality in Qatar by nationality

Overall (across all years), the majority of deaths occurred among children aged one (33%), followed by children aged two (27%), three (24%) and four (16%) (Figure 2).
Figure 2

Proportion of Deaths by age for 2004–2016.

Table 2 shows the trends in mortality rates across the top leading causes of mortality in Qatar by nationality. For the total population, even though transport accident-related mortality was prevalent, a decline was observed over time (Kendall tau= −0.03). Deaths in the “external cause of death” ICD category (not shown in the table) decreased (Kendall tau=−0.41, p-value = 0.06) as well. Furthermore, since 2004, the mortality due to congenital malformation of the circulatory system (Kendall tau=−0.36) and accidental drowning and submersion (Kendall tau=−0.54, p=0.012) also decreased.
Table 2

The trends in the mortality rate across the top leading causes of child mortality by nationality

PopulationCause of death (with ICD codes)MeanMinimumMaximumKendall tauP value

2004–2016YearMortality rateYearMortality rate2004–20162004–2016
TotalV01–V99 Transport accidents0.2420110.0520050.60−0.03NS*
R95–R99 Ill-defined and unknown causes of mortality0.1820090.1120120.55−0.01NS
Q20–Q28 Congenital malformations of the circulatory system0.1120120.0520090.22−0.36NS
W65–W74 Accidental drowning and submersion0.1120160.0420110.19−0.540.012
C00–C97 Malignant neoplasms0.0520160.0420040.15−0.08NS
J95–J99 Other diseases of the respiratory system0.0520080.0620150.190.10NS
G90–G99 Other disorders of the nervous system0.0420150.0420080.17−0.07NS

QatariV01–V99 Transport accidents0.2520160.1220050.64−0.14NS
R95–R99 Ill-defined and unknown causes of mortality0.1320160.1220060.46−0.10NS
Q20–Q28 Congenital malformations of the circulatory system0.0620100.1320040.16−0.670.003
W65–W74 Accidental drowning and submersion0.0920090.1320050.32−0.550.016
C00–C97 Malignant neoplasms0.0420160.1320120.270.10NS
J95–J99 Other diseases of the respiratory system0.0620160.1320150.370.10NS
G90–G99 Other disorders of the nervous system0.0520130.1320080.39−0.14NS

Non QatariV01–V99 Transport accidents0.2320130.1320050.57−0.12NS
R95–R99 Ill-defined and unknown causes of mortality0.2120080.1020120.83−0.01NS
Q20–Q28 Congenital malformations of the circulatory system0.1420120.0720090.27−0.33NS
W65–W74 Accidental drowning and submersion0.1120160.0520070.24−0.23NS
C00–C97 Malignant neoplasms0.0620120.0720040.30−0.10NS
J95–J99 Other diseases of the respiratory system0.0420080.1020160.160.21NS
G90–G99 Other disorders of the nervous system0.0420150.0520060.130.03NS

p-values based on Mann-Kendall trend test,

NS – not significant

By nationality, the Qatari population had a significant decrease in childhood mortality due to the congenital malformation of the circulatory system (Kendall tau=−0.67, p=0.003) and accidental drowning and submersion (Kendall tau=−0.55, p=0.016). Even though a decline in childhood mortality was seen among non-Qataris, the trends were not statistically significant (Table 2). The relative risk (RR) of death for Qataris versus Non-Qataris for the congenital malformations of the circulatory system was low (RR = 0.44, CI = 0.18 – 1.07, p = 0.07) (Table 3). A decline in transport accident-related mortality was observed among Qataris (Kendall tau= −0.14) and non-Qataris (Kendall= −0.12); however, this decline was not statistically significant (Table 2).
Table 3

Prominent causes of childhood mortality and relative risks by sex and nationality for 2004–2016

Cause of DeathTotal Number of Deaths (2004–2016)% of total Childhood Mortality (N=389)Qatari Child Mortality RateNon-Qatari Child Mortality RateRR (95% CI)Male CMR (n)Female CMR (n)RR (95% CI)
Overall389100%1.321.630.81 (0.66 – 1.00)*1.631.41.17 (0.95 – 1.42)
External Causes12733%0.470.510.93 (0.64 – 1.33)0.570.421.34 (0.94 – 1.91)
Transport Accidents6116%0.250.231.33 (0.79 – 2.22)0.280.201.39 (0.83 – 2.31)
Congenital malformations of the circulatory system297%0.060.140.44 (0.18 – 1.07)0.090.140.68 (0.32 – 1.42)
Accidental drowning and submersion277%0.090.110.83 (0.37 – 1.86)0.150.062.75 (1.16 – 6.50)
Malignant neoplasms144%0.040.060.67 (0.21 – 2.13)0.070.041.73 (0.58 – 5.17)

p=0.0551,

p=0.0212

Table 4 shows the mean sex ratio and the trend of sex ratio by leading causes of death from 2004 to 2016. For the total population, the sex ratio was more than 1 for a majority of the causes of death and reached 2.75 for accidental drowning and submersion with a significant decrease in males over the observed period (Kendall tau=−0.72, p < 0.001). Qatari males had a higher relative risk of mortality due to accidental drowning and submersion in comparison to females (RR=7.77, CI = 0.97 – 62.15, p = 0.053) (data not shown).
Table 4

The sex ratio (males to females) for total mortality and for the leading causes of child mortality in Qatar (2004–2016)

PopulationCause of death (ICD code)MeanKendall tau MalesP valueKendall tau FemalesP value

2004–20162004–20162004–20162004–20162004–2016
TotalV01–V99 Transport accidents1.39−0.13NS−0.04NS
R95–R99 Ill-defined and unknown causes of mortality1.32−0.09NS0.13NS
Q20–Q28 Congenital malformations of the circulatory system0.68−0.15NS−0.450.038
W65–W74 Accidental drowning and submersion2.75−0.720.001−0.16NS
C00–C97 Malignant neoplasms1.730.04NS0.1NS
J95–J99 Other diseases of the respiratory system1.120.21NS0.14NS
G90–G99 Other disorders of the nervous system0.80.02NS−0.1NS

QatariV01–V99 Transport accidents1.15−0.24NS0.04NS
R95–R99 Ill-defined and unknown causes of mortality1.94−0.07NS0.1NS
Q20–Q28 Congenital malformations of the circulatory system2.59−0.610.007−0.3NS
W65–W74 Accidental drowning and submersion3.890.07NS0.07NS
C00–C97 Malignant neoplasms1.46−0.41NS0.35NS
J95–J99 Other diseases of the respiratory system0.97−0.17NS0.33NS
G90–G99 Other disorders of the nervous system0.650.02NS−0.26NS

Non QatariV01–V99 Transport accidents1.570.01NS−0.01NS
R95–R99 Ill-defined and unknown causes of mortality1.150.03NS0.1NS
Q20–Q28 Congenital malformations of the circulatory system0.62−0.05NS−0.450.038
W65–W74 Accidental drowning and submersion1.91−0.3NS−0.1NS
C00–C97 Malignant neoplasms2.230.16NS−0.12NS
J95–J99 Other diseases of the respiratory system0.720.540.0310.07NS
G90–G99 Other disorders of the nervous system0.960.12NS0.02NS

p-values based on Mann-Kendall trend test,

NS – not significant

Despite a significant decrease in the mortality trend for females (Kendall tau=−0.45, p=0.038) was observed, the sex ratio was found to be less than 1 (0.68) for congenital malformations of the circulatory system. The Qatari population showed a higher mean sex ratio for congenital malformations of the circulatory system (Q20–Q28) and accidental drowning and submersion (W65–W74), which were 2.59 and 3.89 respectively. For congenital malformations of the circulatory system, the mortality trends significantly decreased for males (Kendall tau=−0.61, p=0.008), and not significantly for females (Kendall tau=−0.30). However, for accidental drowning and submersion there were no differences amongst both sexes for Qataris (Table 4). For accidental drowning and submersion, the mortality of the total population had a higher relative risk for males than females (RR = 2.75, CI= 1.16 – 6.50, p = 0.0212) (Table 3). For the congenital malformations of the circulatory system among the non-Qatari population, the mean sex ratio was less than 1 with a significantly higher decline in mortality for females (Kendall tau=−0.45, p=0.038). Moreover, a higher mean sex ratio for malignant neoplasms was seen (2.23) but no significant change in the mortality trends between the years 2004 and 2016 was seen among both sexes. The sex ratio for diseases of the respiratory system was 0.72, with a significantly increasing trend among non-Qatari males from 2004 to 2016 (Kendall tau = 0.54, p = 0.031). Figure 3 shows the distribution of the three major causes of childhood mortality from 2004 to 2016. While a declining trend in transport accidents was observed from 2004 to 2016, it was not significantly different for the total population and nationality subgroups.
Figure 3

The distribution of the three major causes of child mortality from 2004 to 2016.

The Qatari population showed a significant decrease in mortality rates for congenital malformations of the circulatory system (Kendall tau = −0.67, p = 0.003) and accidental drowning/submersion (Kendall tau= −0.55, p = 0.016). The latter was also significant for the total population (Kendall tau = −0.54, p = 0.012).

Discussion

Based on the data from MOPH, this study described the trends in childhood mortality in the State of Qatar from 2004 to 2016. We found that the rates of mortality among children declined significantly from 1.76 per 1000 in 2004 to 1.05 per 1000 in 2016 (Figure 1). Globally, child mortality rates (per 1000 live births) reduced from 22.1 in 2000 to 13.1 in 2013 respectively.5 In 2013, the childhood mortality rates (per 1000 live births) were slightly higher in nearby Kuwait (1.8) and Oman (2.0) in comparison to Qatar (1.05); however, the rates were calculated using a different approach in our study and may not be comparable with other countries mentioned here.5 Moreover, the childhood mortality trends for the three leading causes of deaths have been decreasing over the past 12 years in Qatar. There was no clear trend of change in sex ratio found for the total study population. Moreover, the average childhood mortality rates by nationality (2004–2016) were 1.4 and 1.7 for Qataris and non-Qataris respectively, which are somewhat similar. This may be attributed to the universal healthcare access available in Qatar. The state offers a special health-card system for both non-nationals as well as nationals to obtain subsidized and, in some instances, free health services through a major public healthcare system. Our study indicated that deaths due to external causes, including transport accident related deaths in Qatar, were similar to the findings from other countries such as the Republic of Korea, Japan, the United States, and the United Kingdom.10–13 A decreasing pattern in mortality due to external causes was also seen among these countries, similar to our findings in Qatar.10–13 A decline in transport accident related mortality was observed in the present study, and even though this trend was not statistically significant, it could be an early reflection of the effectiveness of programs implemented in Qatar. In 2007, a new law was passed in Qatar to control morbidity and mortality associated with road traffic accidents.14 The law included provisions for prohibiting children under 10 years of age to sit in the front seats of moving vehicles and also forbade the use of any portable devices such as mobile phones while driving.14 Furthermore, educational programs have been introduced in Qatar, including those targeting child passenger safety and promoting the use of a child/infant car seats.15 In addition, a National Road Safety Strategy 2013–2022 has been developed to decrease traffic accident related morbidity and mortality. The strategy multi-dimensionally targets traffic-related policies and infrastructure, as well as community education and awareness.16 The other two common causes of mortality discussed in this publication are accidental drowning/submersion and the congenital malformation of the circulatory system. A statistically significant decline from 2004 to 2016 was observed for accidental drowning and submersion for both the total population and Qataris. For the non-Qatari population, a non-significant decline was noticed. Among the Qatari population, the mortality due to the congenital malformations of the circulatory system has significantly decreased. For all three leading causes of mortality, the non-Qatari population had a non-significant decline. Mortality risk due to accidental drowning and submersion was higher among males compared with females for all national groups. The higher predisposition of drowning-related mortality among males has also been observed in other studies.17,18 However, in a Brazilian study, a slightly higher rate of childhood mortality due to malformations of the circulatory system was seen among females.19 Significant decreases were found for congenital malformations of the circulatory system among females in the total population, among Qatari males and non-Qatari females (Table 4). Furthermore, a significant decline in mortality due to accidental drowning and submersion was also seen among males in the total population (Table 4). The major strength of this study was that the data came from a comprehensive birth and death registry system with a uniformly collected and accurate country-level childhood mortality information for 2004–2016. Data pertaining to the unknown causes of mortality is one of the challenges of our data collection system that may potentially impact mortality rates. The state of Qatar has a relatively stable Qatari citizens’ population compared to non-Qataris or expatriates. This can potentially lead to the selection bias in mortality indicators since expatriate population consists of relatively young healthy individuals. Our results could be useful in supporting Qatar’s current national health strategy initiatives and also align with sustainable development goal that focus on ensuring healthy lives and promote well-being for citizens of all ages.2,20 These findings could also be essential for policymakers, researchers, and other professionals from regional countries as a reference or as a guideline tool. In summary, childhood mortality, though steadily decreasing, requires ongoing efforts and resources to be further reduced.
  9 in total

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Authors:  Leontine Alkema; Fengqing Chao; Danzhen You; Jon Pedersen; Cheryl C Sawyer
Journal:  Lancet Glob Health       Date:  2014-08-27       Impact factor: 26.763

5.  Global, regional, and national levels of neonatal, infant, and under-5 mortality during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.

Authors:  Haidong Wang; Chelsea A Liddell; Matthew M Coates; Meghan D Mooney; Carly E Levitz; Austin E Schumacher; Henry Apfel; Marissa Iannarone; Bryan Phillips; Katherine T Lofgren; Logan Sandar; Rob E Dorrington; Ivo Rakovac; Troy A Jacobs; Xiaofeng Liang; Maigeng Zhou; Jun Zhu; Gonghuan Yang; Yanping Wang; Shiwei Liu; Yichong Li; Ayse Abbasoglu Ozgoren; Semaw Ferede Abera; Ibrahim Abubakar; Tom Achoki; Ademola Adelekan; Zanfina Ademi; Zewdie Aderaw Alemu; Peter J Allen; Mohammad AbdulAziz AlMazroa; Elena Alvarez; Adansi A Amankwaa; Azmeraw T Amare; Walid Ammar; Palwasha Anwari; Solveig Argeseanu Cunningham; Majed Masoud Asad; Reza Assadi; Amitava Banerjee; Sanjay Basu; Neeraj Bedi; Tolesa Bekele; Michelle L Bell; Zulfiqar Bhutta; Jed D Blore; Berrak Bora Basara; Soufiane Boufous; Nicholas Breitborde; Nigel G Bruce; Linh Ngoc Bui; Jonathan R Carapetis; Rosario Cárdenas; David O Carpenter; Valeria Caso; Ruben Estanislao Castro; Ferrán Catalá-Lopéz; Alanur Cavlin; Xuan Che; Peggy Pei-Chia Chiang; Rajiv Chowdhury; Costas A Christophi; Ting-Wu Chuang; Massimo Cirillo; Iuri da Costa Leite; Karen J Courville; Lalit Dandona; Rakhi Dandona; Adrian Davis; Anand Dayama; Kebede Deribe; Samath D Dharmaratne; Mukesh K Dherani; Uğur Dilmen; Eric L Ding; Karen M Edmond; Sergei Petrovich Ermakov; Farshad Farzadfar; Seyed-Mohammad Fereshtehnejad; Daniel Obadare Fijabi; Nataliya Foigt; Mohammad H Forouzanfar; Ana C Garcia; Johanna M Geleijnse; Bradford D Gessner; Ketevan Goginashvili; Philimon Gona; Atsushi Goto; Hebe N Gouda; Mark A Green; Karen Fern Greenwell; Harish Chander Gugnani; Rahul Gupta; Randah Ribhi Hamadeh; Mouhanad Hammami; Hilda L Harb; Simon Hay; Mohammad T Hedayati; H Dean Hosgood; Damian G Hoy; Bulat T Idrisov; Farhad Islami; Samaya Ismayilova; Vivekanand Jha; Guohong Jiang; Jost B Jonas; Knud Juel; Edmond Kato Kabagambe; Dhruv S Kazi; Andre Pascal Kengne; Maia Kereselidze; Yousef Saleh Khader; Shams Eldin Ali Hassan Khalifa; Young-Ho Khang; Daniel Kim; Yohannes Kinfu; Jonas M Kinge; Yoshihiro Kokubo; Soewarta Kosen; Barthelemy Kuate Defo; G Anil Kumar; Kaushalendra Kumar; Ravi B Kumar; Taavi Lai; Qing Lan; Anders Larsson; Jong-Tae Lee; Mall Leinsalu; Stephen S Lim; Steven E Lipshultz; Giancarlo Logroscino; Paulo A Lotufo; Raimundas Lunevicius; Ronan Anthony Lyons; Stefan Ma; Abbas Ali Mahdi; Melvin Barrientos Marzan; Mohammad Taufiq Mashal; Tasara T Mazorodze; John J McGrath; Ziad A Memish; Walter Mendoza; George A Mensah; Atte Meretoja; Ted R Miller; Edward J Mills; Karzan Abdulmuhsin Mohammad; Ali H Mokdad; Lorenzo Monasta; Marcella Montico; Ami R Moore; Joanna Moschandreas; William T Msemburi; Ulrich O Mueller; Magdalena M Muszynska; Mohsen Naghavi; Kovin S Naidoo; K M Venkat Narayan; Chakib Nejjari; Marie Ng; Jean de Dieu Ngirabega; Mark J Nieuwenhuijsen; Luke Nyakarahuka; Takayoshi Ohkubo; Saad B Omer; Angel J Paternina Caicedo; Victoria Pillay-van Wyk; Dan Pope; Farshad Pourmalek; Dorairaj Prabhakaran; Sajjad U R Rahman; Saleem M Rana; Robert Quentin Reilly; David Rojas-Rueda; Luca Ronfani; Lesley Rushton; Mohammad Yahya Saeedi; Joshua A Salomon; Uchechukwu Sampson; Itamar S Santos; Monika Sawhney; Jürgen C Schmidt; Marina Shakh-Nazarova; Jun She; Sara Sheikhbahaei; Kenji Shibuya; Hwashin Hyun Shin; Kawkab Shishani; Ivy Shiue; Inga Dora Sigfusdottir; Jasvinder A Singh; Vegard Skirbekk; Karen Sliwa; Sergey S Soshnikov; Luciano A Sposato; Vasiliki Kalliopi Stathopoulou; Konstantinos Stroumpoulis; Karen M Tabb; Roberto Tchio Talongwa; Carolina Maria Teixeira; Abdullah Sulieman Terkawi; Alan J Thomson; Andrew L Thorne-Lyman; Hideaki Toyoshima; Zacharie Tsala Dimbuene; Parfait Uwaliraye; Selen Begüm Uzun; Tommi J Vasankari; Ana Maria Nogales Vasconcelos; Vasiliy Victorovich Vlassov; Stein Emil Vollset; Stephen Waller; Xia Wan; Scott Weichenthal; Elisabete Weiderpass; Robert G Weintraub; Ronny Westerman; James D Wilkinson; Hywel C Williams; Yang C Yang; Gokalp Kadri Yentur; Paul Yip; Naohiro Yonemoto; Mustafa Younis; Chuanhua Yu; Kim Yun Jin; Maysaa El Sayed Zaki; Shankuan Zhu; Theo Vos; Alan D Lopez; Christopher J L Murray
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Authors:  Amy E Peden; Ali Işın
Journal:  BMC Public Health       Date:  2022-08-03       Impact factor: 4.135

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