Ch19,20,21 Flashcards
(122 cards)
“At least ___ types of populations must be considered when preparing to collect data ” What are they?
“At least four types of populations must be considered when preparing to collect data ”
-Target population
-Source population
-Sample population
-Study population
“The broadest group is the ____ population, the broad population to which the results of a study should be applicable.”
target population: (the general population that the study seeks to understand )
“The ____ population, sometimes called a sampling frame, is a well-defined ____ of individuals from the target population from which potential study participants will be sampled.”
“The source population, sometimes called a sampling frame, is a well-defined subset of individuals from the target population from which potential study participants will be sampled.”
“The ___ population consists of the individuals from a source population who are ____ to participate in the research project. When a ____ population is ____, everyone might be ______ to participate. When a source population is very large, only a small ____ of _____ might be ______ for a study.”
“The sample population consists of the individuals from a source population who are invited to participate in the research project. When a source population is small, everyone might be invited to participate. When a source population is very large, only a small subset of members might be recruited for a study.”
“The _____ population comprises the eligible members of the sample population who _____ to participate in the study and complete ______ study activities.”
“The study population comprises the eligible members of the sample population who consent to participate in the study and complete required study activities.”
“19.3 Sample Populations
When the _____ _______ is small, every person who is listed as a member of the _____ population can be asked to participate in the study. When that approach is used, the ____ population is the same as the ______ population. However, a source population is often much ___than the sample size required for a study. When the source population is large, a subset of the source population may serve as a sample population.”
“19.3 Sample Populations
When the source population is small, every person who is listed as a member of the source population can be asked to participate in the study. When that approach is used, the source population is the same as the sample population. However, a source population is often much larger than the sample size required for a study. When the source population is large, a subset of the source population may serve as a sample population.”
summary: when source pop is small, can be used as the sample pop…when source pop is larger than the sample pop, the sample is a subset of the source pop.
“Bias is a ________ problem in the ___, ____, or ____ of a study that can cause the results of the study to be erroneous. Many types of bias are related to the sampling process used for a study. ”
“Bias is a systematic problem in the design, conduct, or analysis of a study that can cause the results of the study to be erroneous. Many types of bias are related to the sampling process used for a study. ”
“Many types of bias are related to the ____ process used for a study.”
“Many types of bias are related to the sampling process used for a study.”
“ ______bias (or ascertainment bias) occurs when the individuals sampled for a study systematically are not representative of the source population as a whole. ”
“ Sampling bias (or ascertainment bias) occurs when the individuals sampled for a study systematically are not representative of the source population as a whole. ”
“ _____ bias occurs when each individual in the source population does not have an equal chance of being selected for the sample population.”
“ Nonrandom-sampling bias occurs when each individual in the source population does not have an equal chance of being selected for the sample population.”
“A variety of _____-______ sampling methods can be used to ensure that all members of a source population have an equal likelihood of being invited to participate in a research study. Examples of some of these types of probability-based samples are shown in Figure 19-2:
-simple random sampling…..
-systematic sampling…..
-stratified sampling….
- cluster sampling….
“A variety of probability-based sampling methods can be used to ensure that all members of a source population have an equal likelihood of being invited to participate in a research study. Examples of some of these types of probability-based samples are shown in Figure 19-2:
-simple random sampling:
each person has an equal chance of being selected
-systematic sampling:
after random start point, every nth person is selected
-stratified sampling:
simple random sampling is selected from each of several strata
-cluster sampling:
area is divided into geographic clusters and some clusters are selected for inclusion
“Probability-based sampling is usually the preferred option for producing a sample population that is ____ to the source population as a whole. ”
“Probability-based sampling is usually the preferred option for producing a sample population that is similar to the source population as a whole. ”
-if they are not similar then this would represent non-random sampling (where sample pop doesn’t adequately represent the source population as a whole)
“If a list of every individual in the ____population is available, a computer program can select at random the individuals who will be invited to participate. ”
What type of sampling does this represent?
“If a list of every individual in the source population is available, a computer program can select at random the individuals who will be invited to participate. ”
-(simple random sampling)
“If participants are being sampled from the ____ ____ of a national professional organization, every 10th person could be contacted.”
What type of sampling does this represent?
“If participants are being sampled from the membership list of a national professional organization, every 10th person could be contacted.”
-(systemic sampling) note: no order, random start
“If 12 colleges are participating in a health behavior study, the ___ percentage of students from each school could be randomly sampled for the study.”
“If 12 colleges are participating in a health behavior study, the same percentage of students from each school could be randomly sampled for the study.”
“If a cross-sectional study will draw participants from a large geographic area, ____ sampling might be used. ”
“If a cross-sectional study will draw participants from a large geographic area, cluster sampling might be used. ”
“Whole city blocks could be randomly sampled for inclusion in the sample population, and ___of people who live on those blocks could be asked to participate.”
“Whole city blocks could be randomly sampled for inclusion in the sample population, and 100% of people who live on those blocks could be asked to participate.”
“Alternatively, the sample population might consist of all residents in the city who live on every 7th street that runs north to south, starting with a randomly sampled street.”
this represents systemic sampling
“Sometimes a nonprobability-based sample is appropriate. A ______ population is a nonprobability-based source population selected due to ____of access to those individuals, schools, workplaces, organizations, or communities. ”
“Sometimes a nonprobability-based sample is appropriate. A convenience population is a nonprobability-based source population selected due to ease of access to those individuals, schools, workplaces, organizations, or communities. ”
“Convenience sampling must always be used with _____, since convenient sample populations are often systematically _____ from the target and source populations they are intended to _____. Even if a probability-based sample is drawn from a convenience source population, the sample is unlikely to be representative of the target population as a whole. ”
“Convenience sampling must always be used with caution, since convenient sample populations are often systematically different from the target and source populations they are intended to represent. Even if a probability-based sample is drawn from a convenience source population, the sample is unlikely to be representative of the target population as a whole. ”
For example, samples “based on a patient population or an occupational population are _____ to represent health status in the cities and towns where those individuals reside.”
“based on a patient population or an occupational population are unlikely to represent health status in the cities and towns where those individuals reside.”
“No matter which sampling method is used, the goal is to end up with a ______ population that is representative of the ______population and, ideally, of the ____ population, too.”
“No matter which sampling method is used, the goal is to end up with a sample population that is representative of the source population and, ideally, of the target population, too.”
“Being aware of common types of bias enables a researcher to make informed decisions about source populations. For example, ______bias can occur when cases and controls for a study are recruited from hospitals and therefore are more likely than the general population to have comorbid conditions. ”
“Being aware of common types of bias enables a researcher to make informed decisions about source populations. For example, Berkson’s bias can occur when cases and controls for a study are recruited from hospitals and therefore are more likely than the general population to have comorbid conditions. ”
“ _____ ______ bias can occur when participants are recruited from occupational populations and therefore are systematically healthier than the general population. ”
“ Healthy worker bias can occur when participants are recruited from occupational populations and therefore are systematically healthier than the general population. ”