Skip to main content
Bulletin of the World Health Organization logoLink to Bulletin of the World Health Organization
. 2019 Mar 27;97(6):386–393. doi: 10.2471/BLT.18.223271

Impact of the change in WHO’s severe pneumonia case definition on hospitalized pneumonia epidemiology: case studies from six countries

Impact de la modification de la définition du cas de pneumonie sévère de l'OMS sur l'épidémiologie de la pneumonie hospitalière: études de cas dans six pays

Impacto del cambio en la definición de caso de neumonía grave de la OMS en la epidemiología de la neumonía hospitalizada: estudios de caso de seis países

أثر التغيير في تعريف منظمة الصحة العالمية لحالة الالتهاب الرئوي الشديد على الانتشار الوبائي للالتهاب الرئوي في المستشفيات: دراسات حالة من ستة بلدان

世卫组织重症肺炎案例定义的变化对肺炎住院流行病学的影响:来自六国的案例研究

Воздействие изменений в определении тяжелого случая пневмонии, согласно ВОЗ, на эпидемиологию госпитализированных больных с пневмонией: тематические исследования в шести странах

Fiona M Russell a,, Rita Reyburn b, Jocelyn Chan b, Evelyn Tuivaga c, Ruth Lim b, Jana Lai b, Hoang Minh Tu Van d, Molina Choummanivong e, Vanphanom Sychareun e, Dung Khu Thi Khanh f, Margaret de Campo g, Penny Enarson h, Stephen Graham a, Sophie La Vincente b, Tuya Mungan b, Claire von Mollendorf b, Grant Mackenzie b, Kim Mulholland b
PMCID: PMC6560369  PMID: 31210676

Abstract

Objective

To quantify the impact of the change in definition of severe pneumonia on documented pneumonia burden.

Methods

We reviewed existing data acquired during observational hospitalized pneumonia studies, before the introduction of the pneumococcal conjugate vaccine, in infants aged 2–23 months from Fiji, Gambia, Lao People's Democratic Republic, Malawi, Mongolia and Viet Nam. We used clinical data to calculate the percentage of all-cause pneumonia hospitalizations with severe pneumonia, and with primary end-point consolidation, according to both the 2005 or 2013 World Health Organization (WHO) definitions. Where population data were available, we also calculated the incidence of severe pneumonia hospitalizations according to the different definitions.

Findings

At six of the seven sites, the percentages of all-cause pneumonia hospitalizations due to severe pneumonia were significantly less (P < 0.001) according to the 2013 WHO definition compared with the 2005 definition. However, the percentage of severe pneumonia hospitalizations, according to the two definitions of severe pneumonia, with primary end-point consolidation varied little within each site. The annual incidences of severe pneumonia hospitalizations per 100 000 infants were significantly less (all P < 0.001) according to the 2013 definition compared with the 2005 definition, ranging from a difference of −301.0 (95% confidence interval, CI: −405.2 to −196.8) in Fiji to −3242.6 (95% CI: −3695.2 to −2789.9) in the Gambia.

Conclusion

The revision of WHO’s definition of severe pneumonia affects pneumonia epidemiology, and hence the interpretation of any pneumonia intervention impact evaluation.

Introduction

Pneumonia is the leading cause of post-neonatal deaths in children younger than 5 years, with many of the deaths occurring in low- and middle-income countries.1,2 Several interventions exist that prevent pneumonia,3 including the pneumococcal conjugate vaccine; however, this vaccine is relatively expensive, meaning that governments require evidence of its health benefits in routine use. Such evidence is often provided by hospital admission data, but this requires a standardized pneumonia case definition as well as uniform admission criteria for pneumonia. To improve the case management of pneumonia in low- and middle-income countries, the World Health Organization (WHO) developed the Integrated Management of Childhood Illness guidelines in 1995.

In 2005, these guidelines4 defined severe pneumonia as the presence of cough or difficulty in breathing and tachypnoea (> 50 breaths per minute for children aged 2–11 months and > 40 breaths per minute for children aged 12–59 months) plus lower chest indrawing, and one or more of the general danger signs, which include: an inability to drink; persistent vomiting; convulsions; lethargy; unconsciousness; stridor in a calm child; severe malnutrition (as documented in the medical records); central cyanosis; or a saturation of oxygen of < 90% in room air. Many low- and middle-income countries adopted these criteria. However, equivalence and non-inferiority studies found no difference in treatment failure rates between patients with pneumonia with lower chest indrawing who were treated with parenteral antibiotics in hospital, and outpatient treatment with oral antibiotics.5,6 As a result, WHO modified the classification of pneumonia severity;7 the 2013 definition of severe pneumonia requiring hospital admission is the presence of cough or difficulty in breathing and tachypnoea, plus one or more of the general danger signs, but not lower chest indrawing.

Between 2010 and 2013, before WHO’s case definition for severe pneumonia was revised, more than 54 countries, supported by Gavi, the Vaccine Alliance, implemented the pneumococcal conjugate vaccine.8 The impact of this change in case definition on the documented burden of severe pneumonia is unclear.

We therefore assess clinical data describing pneumonia hospitalizations in six countries and determine the effect of the revised 2013 WHO definition of severe pneumonia on the proportion of all-cause hospitalized pneumonia cases that are classified as severe, and on the incidence of severe hospitalized pneumonia. We also explore the impact of this change in the case definition on radiological pneumonia, that is, patients with primary end-point consolidation evident from chest X-ray. Using observational data from seven sites, two from the African Region and five from the Western Pacific Region, we describe the epidemiology of severe pneumonia using both the 2005 and 2013 WHO definitions. We quantify the apparent reduction of hospitalized pneumonia cases with severe pneumonia, as well as the apparent fall in annual incidence of severe pneumonia hospitalizations with primary end-point consolidation, resulting directly from the change in definition of severe pneumonia.

Methods

Data sources

We requested data from investigators undertaking retrospective or prospective hospitalized pneumonia studies in children aged 2–23 months from seven sites in six countries before the introduction of the pneumococcal conjugate vaccine: Fiji, Gambia,9 Lao People's Democratic Republic, Malawi,1012 Mongolia and Viet Nam (with separate data sets for Hanoi and Ho Chi Minh City; Table 1). We reviewed the individual medical records of patients from all sites and extracted clinical information, including: age, respiratory rate and the presence of lower chest wall indrawing, stridor when calm or any general danger signs (inability to drink or vomiting everything, convulsions, lethargy or unconsciousness). Further details on the data collection methods at each study site are available from the corresponding author.

Table 1. Impact study of WHO’s severe pneumonia case definition change: data sources in six countries.

Country, city or region Hospital (level of care) Study design Period No. all-cause pneumonia hospitalizations of children aged 2–23 months WHO guidelines used
Fiji, Suva Colonial War Memorial Hospital (tertiary) Retrospective 2007 to 2011 3254 2005
Gambia, Upper River Region Basse health centre (primary and secondary) Prospective9 May 2008 to Aug 2009 953 None; study-specific criteria13
Lao People's Democratic Republic, Vientiane Mahosot, Settathirath, Hospital 103, National Child, Mother and Child Hospitals (tertiary); nine district hospitals (secondary) Retrospective 2011 to 2013 678 2005
Malawi 16 out of 24 district hospitals (secondary) Prospective1012 Oct 2000 to Jun 2003 15 709 2005a
Mongolia, Ulaanbaatar Four district hospitals (secondary), National Mother and Child Hospital (tertiary) Prospective April 2015 to May 2016 3051b 2005
Viet Nam, Hanoi National Children’s Hospital (tertiary) Retrospective 2010 262c None
Viet Nam, Ho Chi Minh City Children’s Hospital No. 2 (tertiary) Retrospective 2010 380 2005

WHO: World Health Organization.

a Guidelines used were the same as the 2005 definition, although the study was performed before these guidelines were available.

b Only children with clinical information included.

c Every 10th pneumonia discharge in 2010 was included.

Data processing

We used the extracted clinical information to classify pneumonia cases as severe according to the 2005 and 2013 WHO definitions of severe pneumonia and calculated the median age (in months) and interquartile range of patients for each site. We compared the different median ages of the children with severe pneumonia according to the different definitions using the non-parametric K-sample test on the equality of medians. We also calculated the percentage of all-cause pneumonia hospitalizations with lower chest wall indrawing.

For those sites at which radiography data were collected (Fiji, Gambia, Mongolia and Viet Nam), an experienced radiologist, blind to the clinical findings, reinterpreted all chest radiographs to determine the presence of primary end-point pneumonia according to WHO criteria.14,15

Where population data and a defined catchment population were available (Fiji, Gambia, Mongolia and Ho Chi Minh City in Viet Nam), annual incidence rates with 95% confidence intervals (CI) of hospitalizations from severe pneumonia according to both definitions, as well as the incidence of patients with primary end-point consolidation, were calculated per 100 000 infants aged 2–23 months. The differences in these incidence rates, with 95% CIs, were calculated using standard errors where appropriate.

We conducted all statistical analyses using the software Stata, version 14.0 (StataCorp. LLC, College Station, United States of America).

Results

Our analysis of the impact of the change in definition of severe pneumonia included 24 287 pneumonia hospitalizations of children aged 2–23 months (Table 1). The median ages of hospitalized pneumonia patients with severe pneumonia according to either the 2005 or 2013 definition ranged from 5 months in Hanoi to 12 months in Mongolia, and did not differ significantly by pneumonia case definition at each site (all P > 0.05; Table 2).

Table 2. Median age of pneumonia hospitalizations due to severe pneumonia in infants aged 2–23 months in six countries.

WHO definition Median age in months (interquartile range)a 
Fiji Gambia Lao People's Democratic Republic Malawi Mongolia Viet Nam
Hanoi Ho Chi Minh City
20054 9 (5 to 14) 10 (6 to 17) 11 (6 to 16) 8 (5 to 13) 12 (7 to 17) 5 (3 to 11) 9 (5 to 15)
20137 8 (5 to 13) 11 (6 to 18) 11 (6 to 15) 8 (5 to 13) 12 (7 to 17) 5 (3 to 9) 9 (5 to 16)
P-value 0.346 0.126 0.789 0.156 0.275 0.924 0.640

WHO: World Health Organization.

a Median ages of children hospitalized with severe pneumonia compared using the non-parametric K-sample test on the equality of medians.

The percentage of all-cause pneumonia hospitalizations with lower chest wall indrawing ranged from 64.5% (169/262) in Hanoi to 97.4% (15 300/15 709) in Malawi (Table 3). At six of the seven sites, the percentages of all-cause pneumonia hospitalizations due to severe pneumonia were significantly less (all P < 0.001) according to the 2013 WHO definition compared with the 2005 definition (Table 3). The percentage differences ranged from −7.1% (95% CI: −17.0 to 2.6) in Ho Chi Minh City to −49.9% (95% CI: −51.4 to −48.4%) in Malawi. When classifying severe pneumonia by the 2013 definition compared with the 2005 definition, the largest reductions were observed in data from the Gambia (−47.0; (733−285)/953) and Malawi (−49.9; (11 163−3327)/15 709). Between sites, the percentage of all-cause pneumonia hospitalizations due to severe pneumonia, according to the 2005 definition, varied from 50.0% (190/380) in Ho Chi Minh City to 81.9% (555/678) in Lao People's Democratic Republic; when adopting the 2013 definition, this ranged from 21.2% (3327/15 709) in Malawi to 56.6% (384/678) in Lao People's Democratic Republic. The percentage of severe pneumonia hospitalizations with primary end-point consolidation varied little within each site between the two definitions of severe pneumonia, from a reduction of 5.0% (1/71 to 10/155) at Hanoi to an increase of 1.2% in both the Gambia (60/285 to 146/733) and in Ho Chi Minh City (20/163 to 21/190). Between sites, however, the percentage of severe pneumonia hospitalizations with primary end-point consolidation varied from 6.5% (10/155) in Hanoi to 19.9% (146/733) in the Gambia according to the 2005 WHO definition, and varied from 1.4% (1/71) in Hanoi to 21.1% (60/285) in the Gambia using the 2013 definition.

Table 3. Properties of all-cause pneumonia hospitalizations in infants aged 2–23 months in six countries.

Property of all-cause pneumonia Fiji (n = 3254) Gambia (n = 953) Lao People's Democratic Republic (n = 678) Malawi (n = 15709) Mongolia (n = 3051) Viet Nam
Hanoi (n = 262) Ho Chi Minh City (n = 380)
With lower chest wall indrawing
No. (%) 2665 (81.9) 711 (74.5) 443 (65.3) 15 300 (97.4) 2416 (79.2) 169 (64.5) 338 (88.9)
With severe pneumonia
No. (%) according to the 2005 WHO definition4 2193 (67.4) 733 (76.9) 555 (81.9) 11 163 (71.1) 2337 (76.6) 155 (59.2) 190 (50.0)
No. (%) according to the 2013 WHO definition7 1838 (56.5) 285 (29.9) 384 (56.6) 3327 (21.2) 1422 (46.6) 71 (27.1) 163 (42.9)
Percent difference (95% CI) −10.9 (−14.7 to −7.1) −47.0 (−51.0 to −43.1) −25.2 (−34.3 to −16.4) −49.9 (−51.4 to −48.4) −30.0 (−33.9 to −26.1) −32.1 (−43.3 to −20.8) −7.1 (−17.0 to 2.6)
Of those with severe pneumonia, with primary end-point consolidationa
No. (%) according to the 2005 WHO definition4 238 (10.9) 146 (19.9) NA NA 268 (11.5) 10 (6.5) 21 (11.1)
No. (%) according to the 2013 WHO definition7 211 (11.5) 60 (21.1) NA NA 167 (11.7) 1 (1.4) 20 (12.3)
Percent difference (95% CI) 0.6 (−1.4 to 2.7) 1.2 (−2.7 to 5.8) 0.2 (−2.0 to 2.5) −5.0 (−9.9 to −0.1) 1.2 (−5.9 to 8.4)

CI: confidence interval; NA: not available; WHO: World Health Organization.

a Chest radiographs interpreted by independent radiologists, classifying primary end-point consolidation as per WHO definition.14

Table 4 summarizes the annual incidences of all-cause pneumonia hospitalizations due to severe pneumonia according to both 2005 and 2013 definitions of severe pneumonia, as well as the differences in these incidences. At all sites for which relevant data were available, the annual incidences were significantly less (all P < 0.001) according to the 2013 definition compared with the 2005 definition, ranging from a difference of −301.0 (95% CI: −405.2 to −196.8) in Fiji to −3242.6 (95% CI: −3695.2 to −2789.9) in the Gambia. Between sites, the annual incidence of pneumonia hospitalizations with primary end-point consolidation ranged from 160.7 (95% CI: 137.7 to 186.5) in Fiji to 1056.8 (95% CI: 892.3 to 1242.7) in the Gambia when severe pneumonia was classified according to the 2005 definition, and ranged from 138.4 (95% CI: 117.1 to 162.5) in Fiji to 529.9 (95% CI: 324.0 to 817.3) in Ho Chi Minh City when using the 2013 definition. The annual incidences of pneumonia hospitalizations with the presence of primary end-point consolidation were significantly different according to the definition of severe pneumonia used in data from Gambia, Mongolia and Ho Chi Minh City in Viet Nam (P < 0.001), but the difference was not significant in the data from Fiji (P = 0.09).

Table 4. Annual incidence of pneumonia hospitalizations with severe pneumonia in children aged 2–23 months in four countries.

Incidence Incidence per 100 000 infantsa (95% CI)
Fiji Gambia Mongolia Viet Nam, Ho Chi Minh City
All-cause pneumonia
Annual incidence according to the 2005 WHO definition4 1671.4 (1595.1 to 1750.5) 5305.4 (4928.3 to 5703.8) 4661.2 (4649.7 to 672.3) 5034.4 (4358.7 to 5780.9)
Annual incidence according to the 2013 WHO definition7 1370.4 (1301.3 to 1442.2) 2062.8 (1830.3 to 2316.8) 2836.2 (2824.7 to 2847.3) 4319.0 (3692.8 to 5017.1)
Difference −301.0 (−405.2 to −196.8) −3242.6 (−3695.2 to −2789.9) −1825.0 (−2064.7 to −1585.3) −715.4 (−718.5 to −712.3)
With primary end-point consolidationb
Annual incidence according to the 2005 WHO definition4 160.7 (137.7 to 186.5) 1056.8 (892.3 to 1 242.7) 534.5 (515.1 to 552.9) 556.4 (344.8 to 849.3)
Annual incidence according to the 2013 WHO definition7 138.4 (117.1 to 162.5) 434.3 (331.4 to 559.0) 333.1 (314.1 to 351.9) 529.9 (324.0 to 817.3)
Difference −22.3 (−55.0 to 10.4) −622.5 (−826.1 to −418.8) −201.4 (−283.0 to −119.9) 26.5 (25.4 to 27.5)

CI: confidence interval; NA: not available; WHO: World Health Organization.

a Aged 2–23 months.

b Chest radiographs interpreted by independent radiologists, classifying primary end-point consolidation as per WHO definition.14

Note: The table only presents data for sites with available population data and a defined catchment.

Discussion

We have shown that, in six out of seven sites from the African and Western Pacific Regions, the percentage of pneumonia hospitalizations in children aged 2–23 months with severe pneumonia was significantly less using the 2013 definition of severe pneumonia compared with the 2005 definition. Similarly, at sites where incidence could be calculated, we have demonstrated that the annual incidence of pneumonia hospitalizations with severe pneumonia was significantly less using the 2013 definition of severe pneumonia compared with the 2005 definition. These findings are not unexpected given that the presence of lower chest wall indrawing (without danger signs) is no longer included in the 2013 WHO case definition for severe pneumonia;8 we calculated that 64.5 to 97.4% of hospitalized pneumonia cases had lower chest wall indrawing.

An unpublished review (Nordgren M, GSK Vaccines, personal communication, 2016) of studies assessing the impact of the pneumococcal conjugate vaccine on pneumonia burden in infants younger than 2 years found much variability. These studies were observational or double-blinded randomized controlled trials, using the case definitions all-cause pneumonia, WHO-defined pneumonia (year not specified) and pneumococcal pneumonia. The varying sensitivity and specificity of the different case definitions9,16,17 mean that the magnitude of the impact of the vaccine on pneumonia calculated from studies of different design and using different case definitions cannot be directly compared.

Primary end-point consolidation has moderate sensitivity and specificity, and is the end-point which has shown reasonable consistency within clinical trials.18,19 However, in low- and middle-income countries, whether an infant receives a chest radiograph is often determined by clinical severity; those with danger signs (and not lower chest wall indrawing) are more likely to receive a radiograph compared with those without, irrespective of which WHO severe pneumonia definition is used. Unfortunately, we were unable to compare the percentage of pneumonia hospitalizations with danger signs, as each site used slightly different definitions of danger signs. This may explain why our findings show that, within each site, the changes to the definition of severe pneumonia had no significant effect on the percentage of severe pneumonia hospitalizations with radiological pneumonia. However, the incidence of pneumonia hospitalizations with primary end-point consolidation was significantly different, depending on the definition of severe pneumonia, within three of the four sites for which data were available.

Unsurprisingly, we observed variability in the incidence of pneumonia hospitalizations with severe pneumonia between sites, regardless of the case definition used. The incidence of hospitalized pneumonia is affected by many factors, including income, comorbidities and exposure to air pollution;20,21 variability between countries in hospitalized pneumonia burden is therefore to be expected. In addition, the incidence of pneumonia hospitalizations with severe pneumonia is also influenced by access to care and admission criteria.22 For example, despite being tertiary facilities, both Vietnamese sites had a lower percentage of pneumonia admissions that were severe according to the 2005 definition than compared with other sites, indicating a lower threshold for admission and/or better health-seeking behaviour. A recent study has reported that many children with non-severe respiratory disease are admitted to primary, secondary and tertiary care facilities in Viet Nam.23 We found that the presence of lower chest wall indrawing varied between the two Vietnamese sites, suggesting that the admission criteria also vary between these hospitals. Furthermore, the diagnosis of lower chest wall indrawing is observer dependent, also affecting within-site observations.24 Although the presence of danger signs was not recorded consistently between the sites, the key clinical criteria of severe pneumonia using either the 2005 or 2013 severe pneumonia definition (age-specific respiratory rate, cough and presence of lower chest wall indrawing) were recorded consistently at each site, making within-site comparisons possible.

The change from the 2005 to 2013 severe pneumonia case definition aimed to simplify the pneumonia treatment algorithm for community health workers and reduce unnecessary burden on families and health-care services.25 However, our findings need to be considered when discussing changes in the epidemiological impact on pneumonia burden and pneumonia impact evaluation. If clinicians have changed their admission criteria for pneumonia in accordance with changes in WHO guidelines, then the incidence of pneumonia hospitalizations will appear to decline regardless of any intervention, because of children with pneumonia and lower chest indrawing (no danger signs) now being managed as outpatients. For pneumonia epidemiology and pneumonia intervention evaluations, our findings highlight the importance of stating which WHO definition is used and whether admission criteria changed during the observation period. Further studies are also required to understand the impact of this definitional change in high-mortality settings, where rates of bacterial pneumonia are increased and lower chest wall indrawing has been identified as an independent risk factor for mortality.26

Acknowledgements

We thank the staff of the Fiji Ministry of Health and Medical Services, the New Vaccine Evaluation Project staff, Fiji; the University of Health Sciences, Lao People's Democratic Republic; the Malawi Ministry of Health including Child Lung Health Programme co-ordinators and District Health Officers; the National Center of Communicable Diseases, Mongolia; and the National Children’s Hospital and Children’s Hospital No. 2, Ho Chi Minh City, Viet Nam; the staff of the Mongolian Ministry of Health and WHO Headquarters, Western Pacific Regional Office; the staff of the Pneumococcal Surveillance Project at the Medical Research Council Unit, the Gambia; the Basse Health and Demographic Surveillance System and the Gambia Government health authority in the Upper River Region.

Funding:

Funding for the original studies was provided by the Department of Foreign Affairs and Trade of the Australian Government, the Fiji Health Sector Support Program, Gavi, the Vaccine Alliance, the Government of Malawi and the Bill & Melinda Gates Foundation.

Competing interests:

None declared.

References

  • 1.WHO. Causes of child mortality, 2000–2012. Geneva: World Health Organization; 2015. Available from: http://www.who.int/gho/child_health/mortality/mortality_causes_region_text/en/http://[cited 2019 Mar 12].
  • 2.Izadnegahdar R, Cohen AL, Klugman KP, Qazi SA. Childhood pneumonia in developing countries. Lancet Respir Med. 2013. September;1(7):574–84. 10.1016/S2213-2600(13)70075-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Global action plan for prevention and control of pneumonia (GAPP): technical consensus statement. Geneva: World Health Organization; 2009. Available from: https://www.unicef.org/media/files/GAPP3_web.pdf [cited 2019 Mar 12].
  • 4.Handbook: integrated management of childhood illnesses. Geneva: World Health Organization; 2005. [Google Scholar]
  • 5.Addo-Yobo E, Anh DD, El-Sayed HF, Fox LM, Fox MP, MacLeod W, et al. ; Multicenter Amoxicillin Severe pneumonia Study (MASS) Group. Outpatient treatment of children with severe pneumonia with oral amoxicillin in four countries: the MASS study. Trop Med Int Health. 2011. August;16(8):995–1006. 10.1111/j.1365-3156.2011.02787.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Hazir T, Fox LM, Nisar YB, Fox MP, Ashraf YP, MacLeod WB, et al. ; New Outpatient Short-Course Home Oral Therapy for Severe Pneumonia Study Group. Ambulatory short-course high-dose oral amoxicillin for treatment of severe pneumonia in children: a randomised equivalency trial. Lancet. 2008. January 5;371(9606):49–56. 10.1016/S0140-6736(08)60071-9 [DOI] [PubMed] [Google Scholar]
  • 7.Integrated management of childhood illnesses: chart booklet. Geneva: World Health Organization; 2014. [Google Scholar]
  • 8.Pneumonia and diarrhea progress report: reaching goals through action and innovation. Baltimore: International Vaccine Access Center; 2016. Available from: http://www.ipa-world.org/uploadedbyfck/IVAC-2016-Pneumonia-Diarrhea-Progress-Report.pdf [cited 2019 Mar 12].
  • 9.Mackenzie GA, Hill PC, Sahito SM, Jeffries DJ, Hossain I, Bottomley C, et al. Impact of the introduction of pneumococcal conjugate vaccination on pneumonia in The Gambia: population-based surveillance and case-control studies. Lancet Infect Dis. 2017. September;17(9):965–73. 10.1016/S1473-3099(17)30321-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Enarson PM, Gie R, Enarson DA, Mwansambo C. Development and implementation of a national programme for the management of severe and very severe pneumonia in children in Malawi. PLoS Med. 2009. November;6(11):e1000137. 10.1371/journal.pmed.1000137 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Enarson PM, Gie RP, Mwansambo CC, Maganga ER, Lombard CJ, Enarson DA, et al. Reducing deaths from severe pneumonia in children in Malawi by improving delivery of pneumonia case management. PLoS One. 2014. July 22;9(7):e102955. 10.1371/journal.pone.0102955 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Enarson PM, Gie RP, Mwansambo CC, Chalira AE, Lufesi NN, Maganga ER, et al. Potentially modifiable factors associated with death of infants and children with severe pneumonia routinely managed in district hospitals in Malawi. PLoS One. 2015. August 3;10(8):e0133365. 10.1371/journal.pone.0133365 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Mackenzie GA, Plumb ID, Sambou S, Saha D, Uchendu U, Akinsola B, et al. Monitoring the introduction of pneumococcal conjugate vaccines into West Africa: design and implementation of a population-based surveillance system. PLoS Med. 2012. January;9(1):e1001161. 10.1371/journal.pmed.1001161 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Standardized interpretation of paediatric chest radiographs for the diagnosis of pneumonia in epidemiological studies. Geneva: World Health Organization; 2011. [PMC free article] [PubMed] [Google Scholar]
  • 15.Jain S, Self WH, Wunderink RG, Fakhran S, Balk R, Bramley AM, et al. ; CDC EPIC Study Team. Community-acquired pneumonia requiring hospitalization among U.S. adults. N Engl J Med. 2015. July 30;373(5):415–27. 10.1056/NEJMoa1500245 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Jardine A, Menzies RI, McIntyre PB. Reduction in hospitalizations for pneumonia associated with the introduction of a pneumococcal conjugate vaccination schedule without a booster dose in Australia. Pediatr Infect Dis J. 2010. July;29(7):607–12. 10.1097/INF.0b013e3181d7d09c [DOI] [PubMed] [Google Scholar]
  • 17.Silaba M, Ooko M, Bottomley C, Sande J, Benamore R, Park K, et al. Effect of 10-valent pneumococcal conjugate vaccine on the incidence of radiologically-confirmed pneumonia and clinically-defined pneumonia in Kenyan children: an interrupted time-series analysis. Lancet Glob Health. 2019. March;7(3):e337–46. 10.1016/S2214-109X(18)30491-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Cutts FT, Zaman SM, Enwere G, Jaffar S, Levine OS, Okoko JB, et al. ; Gambian Pneumococcal Vaccine Trial Group. Efficacy of nine-valent pneumococcal conjugate vaccine against pneumonia and invasive pneumococcal disease in the Gambia: randomised, double-blind, placebo-controlled trial. Lancet. 2005. March 26;365(9465):1139–46. 10.1016/S0140-6736(05)71876-6 [DOI] [PubMed] [Google Scholar]
  • 19.Mulholland K, Hilton S, Adegbola R, Usen S, Oparaugo A, Omosigho C, et al. Randomised trial of Haemophilus influenzae type-b tetanus protein conjugate for prevention of pneumonia and meningitis in Gambian infants. Lancet. 1997. April 26;349(9060):1191–7. 10.1016/S0140-6736(96)09267-7 [DOI] [PubMed] [Google Scholar]
  • 20.Howie SRC, Schellenberg J, Chimah O, Ideh RC, Ebruke BE, Oluwalana C, et al. Childhood pneumonia and crowding, bed-sharing and nutrition: a case-control study from the Gambia. Int J Tuberc Lung Dis. 2016. October;20(10):1405–15. 10.5588/ijtld.15.0993 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Darrow LA, Klein M, Flanders WD, Mulholland JA, Tolbert PE, Strickland MJ. Air pollution and acute respiratory infections among children 0-4 years of age: an 18-year time-series study. Am J Epidemiol. 2014. November 15;180(10):968–77. 10.1093/aje/kwu234 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Deutscher M, Beneden CV, Burton D, Shultz A, Morgan OW, Chamany S, et al. Putting surveillance data into context: the role of health care utilization surveys in understanding population burden of pneumonia in developing countries. J Epidemiol Glob Health. 2012. June;2(2):73–81. 10.1016/j.jegh.2012.03.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Nguyen TKP, Nguyen DV, Truong TNH, Tran MD, Graham SM, Marais BJ. Disease spectrum and management of children admitted with acute respiratory infection in Viet Nam. Trop Med Int Health. 2017. June;22(6):688–95. 10.1111/tmi.12874 [DOI] [PubMed] [Google Scholar]
  • 24.Kahigwa E, Schellenberg D, Armstrong Schellenberg JA, Aponte JJ, Alonso PL, Menendez C. Inter-observer variation in the assessment of clinical signs in sick Tanzanian children. Trans R Soc Trop Med Hyg. 2002. Mar-Apr;96(2):162–6. 10.1016/S0035-9203(02)90290-7 [DOI] [PubMed] [Google Scholar]
  • 25.Revised WHO classification and treatment of childhood pneumonia at health facilities. Geneva: World Health Organization; 2014. p. 34. [PubMed] [Google Scholar]
  • 26.Reed C, Madhi SA, Klugman KP, Kuwanda L, Ortiz JR, Finelli L, et al. Development of the respiratory index of severity in children (RISC) score among young children with respiratory infections in South Africa. PLoS One. 2012;7(1):e27793. 10.1371/journal.pone.0027793 [DOI] [PMC free article] [PubMed] [Google Scholar]

Articles from Bulletin of the World Health Organization are provided here courtesy of World Health Organization

RESOURCES