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Chapter 7
Research
65
Other
8th Grade
09/23/2013

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Term
hypothesis
Definition
a statement that reflects the research question
Term
null hypothesis
Definition
research statement that assumes there is no statistically significant differences between the groups being studied
Term
what is a key phrase that identifies a null hypothesis?
Definition
"no difference"
Term
What makes an instrument calibrated?
Definition
they both being valid and reliable
Term
What is validity?
Definition
gathering data that is intended to be gathered
Term
What is reliability?
Definition
consistency and stability of the data
Term
What is interrater reliability?
Definition
two or more examiners being in agreement with their findings
Term
What is intrarater reliability?
Definition
one examiner being consistent with the findings previously recorded by the same examiner
Term
population
Definition
can be defined as the entire group or whole unit of individuals having similar characteristics from which the results of an investigation can be referred
Term
parameter
Definition
the word used in regard to numeric characteristics of the population
Term
target population
Definition
the population from whom the information is being collected
Term
sample
Definition
portion or subset of the entire population that can provide meaningful information about the population as a whole
Term
statistic
Definition
used when discussing numeric characteristics of a sample
Term
pilot study
Definition
a trial run for a major study
Term
Which method of sampling has the most external validity?
Definition
random sampling
Term
what is random sampling?
Definition
prevents selection bias
Term
what is stratified sampling?
Definition
contains subdivisions of a population with similar characteristics, the random selection of two or more strata of the population
Term
What is systematic sampling?
Definition
picking every nth person
Term
What is purposive (judgmental sampling?
Definition
provides a sample through personal judgement of which subjects would be most representative of the population
Term
What is convenience sampling?
Definition
group of individuals who are most readily available to be subjects in the study
Term
What is the experimental and control groups?
Definition
experimental- group that receives experimental treatment or intervention

control-group that does not receive treatment
Term
What is the independent variable?
Definition
the experimental treatment imposed on the experimental group
Term
What is the dependent variable?
Definition
depends on or caused by the IV
Term
What is discrete data?
Definition
has only one of a limited set of values and are counted only in whole numbers
Term
What is continuous data?
Definition
measurements made from a particular value within a defined range
Term
Which type of data is qualitative? Which type is quantitative?
Definition
qual- discrete
quan- continuous
Term
What are the two scales of measurement for discrete data?
Definition
-nominal
-ordinal
Term
What are the scales of measurement for continuous data?
Definition
-interval
-ratio
Term
What are nominal scales of measurement?
Definition
consist of named categories with no order (ex: females cat A, males cat B)
Term
What are ordinal scales of measurement?
Definition
categories of varibles in order but there is no defined distance between them (stages of cancer)
Term
What is the interval scale of measurement?
Definition
scales of measurement have equal distance between variables but there is no zero point(ex temp on farenheit thermometer)
Term
What is ratio measurement?
Definition
have equal distances between the variables but there is a meaningful zero point(ex height and weight)
Term
Which type of measurement is the most powerful?
Definition
ratio
Term
Name the measurements in order of least to most powerful.
Definition
1.nominal(named categories only)
2.ordinal(same as normal+categories are in order)
3.Interval(same as ordinal+equal intervals between categories)
4.Ratio(same as interval+meaninful or true zero point)
Term
What are descriptive statistics?
Definition
used to describe and summarize data
Term
What are inferential statistics?
Definition
used to apply information from the sample to a larger population
Term
mean
Definition
average
Term
median
Definition
exact middle score
Term
mode
Definition
score that occurs most frequently
Term
Where are the median and mode on a positively(right) skewed distribution?
Definition
to left of the mean
Term
range
Definition
highest-lowest= range
100-1= 99
Term
variance
Definition
way of figuring out the way individual variables are located around the mean, used to measure interval and ratio variables
Term
varience=
Definition
(each data point-mean)squared all added together/total # of data points
Term
Standard deviation=
Definition
square root of varience
Term
The further away the data point is from the standard deviation the BLANK it is.
Definition
The further away the data point is from the standard deviation the higher it is.
Term
correlation
Definition
method of determining of a variation in one variable may be related to a variation in another (ex age and periodontal disease, your chances for perio increases with age)
Term
perfect positive correlation is shown by BLANK, prefect negative is BLANK, no correlation is BLANK
Definition
-perfect positive is +1.0
-perfect negative is -1.0
-no correlation is 0
Term
A correlation coefficient above BLANK is considered satisfactory.
Definition
0.70(the closer it is to 1 the more perfect or stronger the correlation)
Term
Which types of data is a bar graph used to display?
Definition
nominal and ordinal that are discrete in nature
Term
What does a frequency polygon do?
Definition
used to represent data that are continuous in nature, points are connected
Term
What us a histogram used to represent?
Definition
interval or ratio scaled variables that are continuous in nature, bars touch
Term
When are parametric statistics used?
Definition
when the data includes interval or ratio scales of measurement, works best when sample is large and randomized
Term
In a normal distribution, BLANK% of the population lies within 1 SD of the mean. BLANK% is within 2, BLANK% within 3
Definition
1= 68%
2=95%
3=99%
Term
What is a T-test?
Definition
a test used to calculate parametric statistics, used to analyze the difference between 2 means
Term
What are ANOVA tests?
Definition
another test used to test for parametrics, analysis of varience, used to analyze 2 or more sample means and compares interactions among the variability in the multiple sample groups
Term
What are nonparametric inferential statistical techniques used for?
Definition
useful for data to be measured on the nominal or ordinal scale, qualitative, fewer assumptions about the population
Term
What is the most commonly used nonparametric test?
Definition
chi-squared test
Term
What is a chi-squared test used to measure?
Definition
analyze questionnaire data and to determine whether a relationship exists between two variables
Term
What is a power analysis?
Definition
determining how many subjects are needed to provide significance
Term
What are confidence intervals?
Definition
hoe researches describe the probability of the statistical results being correct
Term
A 95% confidence interval indicates what?
Definition
indicates a probability that the research is wrong 5 times out of 100
Term
What is the p value?
Definition
states how likely it is that the study could have come to a false scientific conclusion
Term
A normally acceptable p value is?
Definition
<0.5, the less it is the more significant the study is, rejects the null hypothesis
Term
What are type I alpha errors?
Definition
whent he researcher rejects the null hypothesis when it is true
Term
What are type II beta errors?
Definition
null hypothesis is accepted when it is actually false (states that no relationship exists when one actually does)
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