Chap 2- Research In IO Psychology Flashcards
Why research methods in I/O?
They use social scientific methods to study specific issues objectively
Objectivity is
the scientific approach that is unbiased to observation and interpretation of behavior
The goal of IO psychology includes
the ability to describe, explain, and predict phenomena.
IO is an applied science therefore has the goal of attempting to control, alter, change behavior to achieve the desired outcomes.
research methods will equip you with
better knowledge and skills in how to explain, predict, explore, change, and build desired behavior at work
The research methods procedure goes as follows:
- Formation of the problem
- Creating hypothesis
- Choosing an experimental design
- Data collection
- Statistical analysis of data collected
- Interpretation of results and drawing conclusions
- Implementation of findings.
The first step in conducting research is to
identify the problem and issue to be studied
The second step is
is to take those elements the researcher intends to measure and develop the hypothesis
Hypothesis testing is an act in statistics whereby an analyst
tests an assumption regarding a population parameter. The methodology employed by the analyst depends on the nature of the data used and the reason for the analysis.
it is used to assess the plausibility of a hypothesis by using sample data.
Such data may come from a larger population, or from a data-generating process.
The word “population” will be used for both of these cases in the following descriptions.
There two major types of variables
– Independent and dependent.
Hypothesis are statement about the supposed relationship between or among those variables
Variables are the elements measure in the research process
By testing hypothesis, researchers may be able to
develop a model or theory
A theory or model is an organization of beliefs into a representation of factors affecting a certain behavior
the third step in IO research methods
Selecting the research/experimental design
Research design will depend on several factors such as
a- Research questions
b- Research settings
c- The control the researcher has on variables
The data collection involves several steps:
- Sampling which is the selection of representative group from the population (larger group of the study)
- Random sampling refer to the selection of research participants from the population so that each individual has equal change or probability of being chosen
- Stratified sampling is the selection of research participants based on categories representing important characteristics of the population
There are other sampling procedures such as:
-Snowball sampling
- objective sampling
- systematic sampling
- Cluster sampling
- Convenience
Statistical analysis of data collected
The fifth step in research process is data analysis.
Once data are collected, they can be analyzed using deferent ways.
In quantitative research, data are analysed using statistical methods
In Qualitative research,
data are analyzed by identifying themes and analyze them using those themes.
Statistics are used to describe data and test hypothesis