Using one of the Academic indexes in the Rickman Library Links to an external site, locate an article that utilized Goodness of fit test to study observ
Using one of the Academic indexes in the Rickman Library Links to an external site, locate an article that utilized Goodness of fit test to study observed traits about a population. Click to view student work samples Download student work samples.
- Write a short (approximately 3 pages) summary of the article.
- APA style is used for all written assignments.
- Indicate the parameters of interest.
- Identify and comment on the size, and suitability of the sample.
- Comment on the statistical test used, did the authors consider or use other statistical tests in addition to Goodness of fit? If so how do the results compare?
- What were the conclusions of the article?
- Were there any statistical issues (methods, approaches, etc.) that you found insightful, questionable, surprising, confusing, and/or groundbreaking? Why?
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Student Sample Article Summaries
Note: These student sample article summaries do not imply a claim that they are
perfect, but that they are a representation of the quality that students are expected
to equal and surpass.
Running head: MATERNAL BIRTH WEIGHT AND NEIGHBORHOOD INCOME 39
Maternal Birth Weight and Neighborhood Income
Keith S.
Southern Wesleyan University
Dr. R. A.
January 21, 20xx
MATERNAL BIRTH WEIGHT AND NEIGHBORHOOD INCOME
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Maternal Birth Weight and Neighborhood Income
In an article by Collins., Rankin, and Hibbs (2015), the authors chose to study the
age-related patterns of low birth rates among white, non-Latino, and African-American
mothers, living in Chicago, who were also former low birth weight (LBW) and non-low
birth weight (NLBW) children. I chose this article because of my interest in current health
issues in the Chicago area.
The study was conducted on a transgenerational dataset born in suburban Cook
county or Chicago between 1956-1976 for mothers and 1989-1991 for infants. The
maternal age related pattern of low birth weight differs by race is a known fact (Collins,
Rankin, & Hibbs, 2015, p. 739). Adverse outcomes for births to African-American mothers
rises with age which is not the case with white mothers. A “weathering” hypothesis exists
that there are physical consequences on the reproductive ability of women who are
exposed to life-long social and economic struggles. The authors of this article hypothesized
that negative fetal programming, measured by low birth rates, is associated with an
accelerated weathering pattern of rising rate of LBW with advancing age among African-
American mothers with early-life and adulthood exposure to neighborhood poverty
(Collins et al., 2015, p. 740). Relative risks, 95% confidence levels and Mantel-Haenszel Chi
Square Chi tests of linear trend were calculated for this study.
Neighborhood income measure was divided into quartiles for early-life (maternal
grandmother’s pregnancy) to adulthood (maternal pregnancy) for all races. Of the dataset,
African-Americans (n=38,964) proved to have a greater chance of life-long residence in
poverty neighborhoods than Whites (n = 31,616), 66.8% vs. 6.6% respectively. African-
Americans, 29%, experience life-long poverty as compared to negligible number of Whites
MATERNAL BIRTH WEIGHT AND NEIGHBORHOOD INCOME
Page 41 of 46
(n=69). LBW rates, in both races, were unrelated to age for mothers who were former LBW
babies (trend test p value >0.05) (Collins et al., 2015, p. 741). The study also determined
that, in contrast to Whites, negative birth outcomes increased in advancing age only among
non-LBW African-American (age 14-35) mothers. P values for the interaction between
material birth weight and age for African-American women with early-life and adulthood
residence in impoverished neighborhoods was 0.07 (Collins et al., 2015, table 2). This
study, to me, showed the need for a more evidence around how African-American women
are effected by other stressors, such as socially mediated stressors, from infancy through
adulthood.
In conclusion, maternal LBW does not contribute to the age-related patterns of
adverse birth outcome as compared to race. Also, there is no association between LBW and
weathering among African-American women (ages 14-35) having life-long impoverished
conditions. The p value for the interaction between maternal birth weight and age equaled
0.27 (Collins et al., 2015, figure 3).
This article was very interesting. I did not find the statistical data or tables difficult
to understand though following the different samples within the population being studied,
at times, was confusing. The study compared Whites vs African-American women ages 14-
35 with samples of those populations being: former LBW and former non-LBW (meaning
grandmother pregnancies and mothers as infants), LBW and non-LBW infants, income
quartiles or residential environment, and weathering patterns as related to age. Very
interesting study.
MATERNAL BIRTH WEIGHT AND NEIGHBORHOOD INCOME
Page 42 of 46
References
Collins, J. W., Rankin, K. M., & Hibbs, S. (2015, July 3, 2014). The maternal age related
patterns of infant low birth weight rates among Non-Latino Whites and African-
Americans: The effect of maternal birth weight and neighborhood income [Journal].
Maternal and Child Health Journal, 19(4), 739-744.
http://dx.doi.org/doi:10.1007/s10995-014-1559-z
Running head: Mortality from motorcycle crashes: the baby-boomer cohort effect 1
Page 1 of 46
Mortality from motorcycle crashes: the baby-boomer cohort effect
Session Five: Article Summary 2
Nathan J.
Southern Wesleyan University
February, 20xx
Professor Raymond Attawia
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In their article, “Mortality from motorcycle crashes: the baby-boomer cohort effect”,
Li, Keyes, & Puac-Polanco (2016) perform an age-period-cohort analysis to determine
whether US baby-boomers (i.e., those born 1946-1964) experience a significantly greater
mortality rate from motorcycle accidents. Although motorcyclists account for less than 1%
of miles traveled on US roadways, their motor vehicle mortality rates have almost doubled
at more than 13% over the past decade (Li et al, 2016). The authors feel that there is a
significantly strong correlation between the risk of death per mile traveled for baby-
boomer motorcyclists.
The authors gathered motor vehicle data from the National Highway Traffic Safety
Administration (NHTSA) from 1975 to 2014. The data was limited to motorcyclist between
the ages of 15 and 84 years old who died within 30 days of the motorcycle accident. The
data was first recorded in an age-period contingency table, plotted, then a median polish
analysis applied in order to isolate the cohort effect. They then used Microsoft Excel to
perform a simple linear regression analysis so as to quantify the cohort effects with age and
birth being the independent variables, ‘x’ and mortality rate per 100,000 being the
dependent variable, ‘y’.
During the data sampling period of 39 years, there were 1,513,937 fatal motor
vehicle crashes with 9.2% meeting the test criteria (Li et al, 2016). Using a 95% confidence
interval, it was discovered that the baby-boomers born between 1955 and 1964 had
statistically significant higher mortality rate ratios than both earlier and later birth date
subjects. Variations in the dependent variable were explained in detail, whereas the baby-
boomer effect in crash mortality was more pronounced in women than in men. The higher
Page 3 of 46
rates of motorcycle exposure afforded baby-boomers were deemed a likely function of the
increased rates of mortality risk uncovered in the authors’ research.
The authors determined that baby-boomers are at increased risk of motorcycle
mortality and suggest that motorcyclists between the ages of 52 and 70 years of age in
2016 attend continued motorcycle safety training to reduce motorcycle crash mortality
rates (Li et al, 2016). While I agree with the authors’ findings and suggestions, I would
recommend further correlation studies be performed to better filter out risk-taking
activities such as drug and alcohol usage. This article was very informative and well
executed for I am convinced that there is a significant correlation between the risk of death
per mile traveled for baby-boomer motorcyclists
Page 4 of 46
References
Puac-Polanco, V., Keyes, K., & Li, G. (2016). Mortality from motorcycle crashes: the baby-
boomer cohort effect. Injury Epidemiology, 3(1), 1. doi:10.1186/s40621-016-008
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