nature and types of quantitative research Flashcards
plans and procedures for research that span the steps from broad assumptions to detailed methods of data collection, analysis, and interpretation.
research approach
strategies or types of inquiry that provide specific direction for procedures in a research design
research design
specific steps of data collection, analysis and interpretation
research methods
attribute (e.g., attitude toward flexible learning) or characteristic of individuals (e.g., gender) that researchers study
Variables
is the outcome (or response) variable. Changes in the dependent
variables are presumed to be caused or influenced by the independent
variable.
Dependent
Variables
is the variable that is being manipulated, or the one that varies. It is
sometimes called the ‘predictor’ or ‘treatment’ variable.
Independent
Variables
is any variable that you’re not investigating that can potentially
affect the outcomes of your research study. If left uncontrolled, it
can lead to inaccurate conclusions about the relationship
between independent and dependent variables.
Extraneous
Variables
group of individuals having common characteristics that are the interest of a researcher
population
representative group of individuals from a particular population
sample
process of drawing a representative group of individuals from a particular population
sampling
variation between the means of sample groups as well as population means
sampling error
probability of each element in the population is ensured for being selected as sample unit for study
random sampling techniques
samples are selected from the population without randomization.
non-random sampling techniques
nonexperimental research based on primary research objective. what are these?
- descriptive research
- predictive research
- explanatory research
a research obj where there is no manipulation of variables involved
descriptive research
types of time dimension
- coss-sectional research
- longitudinal research
a. trend studies
b. panel or prospective studies - retrospective research
datas are collected from the research participants at a single point in time or during a single relatively brief time period, data directly apply to each case at that single time period, and comparisons are made across variables of interest
cross-sectional research