| Literature DB >> 26420386 |
Jonathan Kennedy1, Martin McKee2, Lawrence King3.
Abstract
BACKGROUND: There is widespread agreement that civil war obstructs efforts to eradicate polio. It is suggested that Islamist insurgents have a particularly negative effect on vaccination programmes, but this claim is controversial.Entities:
Mesh:
Year: 2015 PMID: 26420386 PMCID: PMC4589183 DOI: 10.1186/s12992-015-0123-y
Source DB: PubMed Journal: Global Health ISSN: 1744-8603 Impact factor: 4.185
Fig. 1Insurgency and polio cases, 2000-13
Overview of main variables
| Observations | Mean | Standard deviation | Minimum | Maximum | |
|---|---|---|---|---|---|
| Polio cases (absolute) | 1920 | 6.471 | 58.058 | 0 | 1122 |
| Polio cases (3 year mean) | 1920 | 6.387 | 50.153 | 0 | 911.333 |
| Islamist insurgency | 1920 | .030 | .171 | 0 | 1 |
| All Insurgency | 1920 | .108 | .311 | 0 | 1 |
| Non-Islamist insurgency | 1920 | .139 | .346 | 0 | 1 |
| GDP per capita (000) | 1895 | 11.648 | 17.504 | .108 | 113.739 |
| Total population (log) | 1920 | 15.639 | 1.928 | 11.378 | 21.060 |
| Infant Mortality Rate | 1910 | 31.894 | 28.738 | 1.7 | 134.4 |
| Rural population % | 1820 | 44.664 | 23.672 | 0 | 91.077 |
| Polio in previous year (log) | 1920 | .239 | .931 | 0 | 7.378 |
We all include all countries with a population > 100,000 for the period 2003–2012
Negative binomial regression testing the relationship between Islamist insurgency in 2003 and polio cases in 2003–05 (3-year mean)
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | |
|---|---|---|---|---|---|---|---|
| Islamist insurgency | .198** (.094) | .242* (.133) | .192* (.143) | .194* (.136) | |||
| Insurgency | 5.720 (5.460) | .533 (.533) | |||||
| Non-Islamist insurgency | 6.618* (6.342) | .601 (.635) | |||||
| GDP per capita (000) | .875 (.124) | .871 (.133) | .854 (.151) | .856 (.150) | |||
| Total population (log) | 4.223*** (1.177) | 4.086*** (1.133) | 5.003*** (2.013) | 4.730*** (2.001) | |||
| Infant Mortality Rate | 1.056*** (.016) | 1.054**
| 1.059*** (.016) | 1.057*** (.016) | |||
| Rural population % | 1.051 (.032) | 1.054 (.033) | 1.050 (.030) | 1.052 (.030) | |||
| Previous polio | 2.746*** (1.071) | 3.100** (1.118) | 3.274** (1.281) | .932 (229) | .972 (.243) | .841 (.258) | .885 (.296) |
| Observations | 192 | 192 | 192 | 182 | 182 | 182 | 182 |
We report incidence rate ratios. Standard errors are in parentheses. Constants are calculated but not reported
* p < .05 (5 %), ** p < .01 (1 %), *** p < .001 (0.1 %)
Negative binomial regression testing the relationship between Islamist insurgency in 2012 and polio cases in 2012–14 (3-year mean)
| 8 | 9 | 10 | 11 | 12 | 13 | 14 | |
|---|---|---|---|---|---|---|---|
| Islamist insurgency | 110.078*** (96.727) | 126.742*** (112.982) | 29.695*** (18.510) | 27.889*** (17.521) | |||
| Insurgency | 48.686*** (41.103) | 12.503*** (7.829) | |||||
| Non-Islamist insurgency | 2.766 (2.966) | .659 (.754) | |||||
| GDP per capita (000) | .394* (.162) | .588* (.119) | 523*** (095) | .582* (.112) | |||
| Total population (log) | 3.329*** (1.014) | 2.528** (.727) | 2.572** (795) | 2.589*** (.693) | |||
| Infant Mortality Rate | 1.045 (.027) | 1.026 (.014) | 1.032 (.018) | 1.026§ (.025) | |||
| Rural population % | .920* (.032) | .967 (.024) | .935* (.025) | .969 (.025) | |||
| Previous polio | 2.525*** (.614) | 2.573*** (.557) | 2.580*** (.659) | 1.343 (.293) | 1.445 (.281) | 1.486* (.269) | 1.417 (.282) |
| Observations | 192 | 192 | 192 | 183 | 183 | 183 | 183 |
We report incidence rate ratios. Standard errors are in parentheses. Constants are calculated but not reported
* p < .05 (5 %), ** p < .01 (1 %), *** p < .001 (0.1 %), §p = .05 (5 %)
Negative binomial regression testing the relationship between Islamist insurgency and polio (3 year mean), 2003–2014
| 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2003–5 | 2004–6 | 2005–7 | 2006–8 | 2007–9 | 2008–10 | 2009–11 | 2010–12 | 2011–13 | 2012–14 | |
| Islamist insurgency | .194* (.136) | .218 (.197) | .305 (.226) | 1.596 (1.130) | 1.156 (.586) | .335 (.271) | .183 (.203) | 49.313*** (50.731) | 10.359** (8.454) | 27.889*** (17.521) |
| Non-Islamist insurgency | .601 (635) | 1.291 (1.429) | .392 (.289) | 2.867* (1.114) | 4.895* (3.073) | .436 (.440) | .430 (.512) | 2.634 (1.522) | 1.058 (.732) | .659 (.754) |
| GDP per capita (000) | .856 (.150) | .949 (.039) | .918 (.049) | .990 (.026) | .311** (.121) | .927* (.061) | .807 (.106) | .878 (.062) | .730* (.113) | .582* (.112) |
| Total population (log) | 4.730*** (2.001) | 3.229* (1.544) | 4.066*** (1.619) | 1.733 (.594) | 2.478*** (.619) | 1.936** (.402) | 1.486* (.265) | 2.065** (.446) | 2.227* (.686) | 2.589*** (.693) |
| Infant mortality (per 1000) | 1.057*** (.016) | 1.049** (.017) | 1.043* (.019) | 1.036* (.015) | 1.059*** (.013) | 1.042*** (.008) | 1.072*** (.019) | 1.103*** (.024) | 1.044** (.017) | 1.026§ (.025) |
| Rural population % | 1.052 (.030) | 1.058* (.028) | 1.061* (.030) | 1.034** (.011) | .975 (.021) | 1.055 (.031) | .990 (.028) | .938* (.159) | .960 (.021) | .969 (.025) |
| Polio cases in previous year (log) | .885 (.296) | 1.025 (.234) | 1.036 (.183) | 2.100*** (.381) | 1.332 (.211) | 1.417* (.246) | 1.450 (.373) | .743* (.159) | 2.116*** (.387) | 1.417 (.282) |
| Observations | 182 | 182 | 182 | 182 | 182 | 183 | 183 | 183 | 183 | 183 |
We report incidence rate ratios. Standard errors are in parentheses. Constants are calculated but not reported
* p < .05 (5 %), ** p < .01 (1 %), *** p < .001 (0.1 %), § p = .05 (5 %)