Related Experiment Video
Updated: Aug 11, 2025

Noninvasive Sampling of Mucosal Lining Fluid for the Quantification of In Vivo Upper Airway Immune-mediator Levels
Published on: August 7, 2017
Reaffirming a Positive Correlation Between Number of Vaccine Doses and Infant Mortality Rates: A Response to Critics
Gary S Goldman1, Neil Z Miller2
1Epidemiological Research, Independent Computer Scientist, Bogue Chitto, USA.
Higher infant mortality rates correlate with more infant vaccines in developed nations. This trend persists even when analyzing broader datasets, confirming original findings despite criticisms.
Area of Science:
- Epidemiology
- Public Health
- Biostatistics
Background:
- A 2011 study found a positive correlation between infant vaccine doses and infant mortality rates (IMRs) in highly developed nations.
- Critics questioned these findings, attributing them to data exclusion and advocating for analysis of a larger, more diverse dataset.
Purpose of the Study:
- To critically evaluate critics' claims regarding data exclusion and methodology.
- To reassess the correlation between infant vaccine doses and IMRs using various analytical approaches.
Main Methods:
- Reanalysis of critics' data from 185 nations.
- Odds ratio, sensitivity, and replication analyses on original and updated datasets.
- Multiple linear regression analysis incorporating Human Development Index (HDI) and vaccination rates.
Main Results:
- Critics' reanalysis of 185 nations showed a weaker positive correlation (r = 0.16, p < .03), confirming the trend despite confounding variables.
- Odds ratio and sensitivity analyses robustly supported the original findings.
- Replication with 2019 data confirmed the positive correlation trend (r = 0.45, p = .002).
Conclusions:
- A positive correlation between infant vaccine doses and IMRs is evident in highly developed nations.
- This correlation is obscured in broader analyses by socioeconomic disparities and confounding factors prevalent in less developed nations.
More Related Videos
08:12Isolation of Leukocytes from Human Breast Milk for Use in an Antibody-dependent Cellular Phagocytosis Assay of HIV Targets
Published on: September 6, 2019
10:47Using Bioluminescent Imaging to Investigate Synergism Between Streptococcus pneumoniae and Influenza A Virus in Infant Mice
Published on: April 14, 2011
Related Concept Videos
Vaccinations
Correlation
Two variables, for example, a and b, are said to be positively correlated if both variables move in the same direction. In other words, a positive correlation exists between two variables, a and b, if:
Bias in Epidemiological Studies
Correlations
Coefficient of Correlation
If you suspect a linear relationship between x and y, then r can measure how strong the linear relationship is.
What the VALUE of r tells us:
The value of r is always between –1 and +1: –1 ≤ r ≤ 1.
The size of the correlation r indicates the...
Causality in Epidemiology