Introductory Psychology CJLong

Research Methods

General Overview Question:

How can you design an experiment using the scientific method in order to determine the effects of alcohol on driving?

How Psychologists Discover Stuff

The purpose of this module is to provide you with information about what it means to say that psychology is a science. When you complete this module, you will be able to answer the following questions.

What does it mean to say that psychology is a Science?

Why is it important for psychologists to use the scientific method in their study of behavior?

What do the terms law, theory, hypothesis and operational definition mean and how do they relate to psychological research findings?

These terms relate to relationships between some stimulus condition and some behavioral consequence.

LAW - This refers to accurate relationships. It is like a theory that has been repeatedly confirmed. A good example is gravity. When something near the surface of the earth it falls with no exception. Unfortunately, due to the complexity of human behavior, there are not laws in psychology.

Theory: A coherent set of interrelated ideas that helps to make predictions and explain data. An attempt to fit all the currently known facts about a subject into an integrated and logical whole.

Hypothesis: Specific assumptions or predictions that can be tested to determine their accuracy. A testable prediction or proposition that attempts to explain some observed phenomenon. When psychologists use the experimental method the formulate some specific theory called an hypothesis. For example, an instructor might have a theory that motivation is the primary predictor of student grades. But it is a theory and has not been proved for the students in question. In order to test this theory (that motivation is the primary predictor of student grades) the instructor would test a specific idea (hypothesis) which might be; if students are given money (motivator) based upon their grade, their grades will improve.

Operational Definition: A term that is very important in the scientific or experimental method is operational definition. It refers to a description that is as precise as possible about the aspects of problem and how it is to be studied in terms of observable events that can be measured. The reason that this term is so important is that most things that psychologists study are rather complex in and of themselves. Learning, motivation, emotion, etc. mean different things to different people and this influences how they might be measured or manipulated. In the example above, motivation can mean different things. A researcher might operationally define motivation, for their experiment, as the score on a specific test or grade in the course. Thus, anyone wishing to test the psychologists conclusions could replicate the experiment and use the same measure of motivation.

We don't have to deal with laws much in psychology but there are lots of theories and research projects focus on testing hypotheses. The real key to understanding applications of the scientific method to psychological data is the use of the operational definition. Pay close attention to this term and ask yourself what it does and what psychological research would be like without it?

What is a law?

To say that something is a law implies an accurate relationship. A law is a theory that has been repeatedly confirmed. A good example is gravity. When something is dropped near the surface of the earth it falls without exception. Unfortunately, due to the complexity of human behavior there are no laws in psychology.

Are there some terms I should know before we get into a discussion of the scientific method?

Yes, it is important that you understand what an operational definition is and the difference between a hypothesis, a theory, and a law.

What is a theory?

A theory is an attempt to fit all of the currently known facts about a subject into an integrated logical whole. The scientific study of behavior and mental processes.

What is a hypothesis?

A hypothesis is a testable prediction or proposition that attempts to explain some observed phenomenon. When psychologists use the experimental method, they formulate some specific prediction called a hypothesis which is based on a theory. For example, an instructor might have a theory that motivation is the primary predictor of student grades. But it is a theory and has not been proved for the students in question. In order to test this theory (that motivation is the primary predictor of student grades) the instructor would test a specific idea (hypothesis) which might be; if students are given money (motivator) based upon their grade, their grades will improve.

Again, an important part of testing a hypothesis is using operational definitions.

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So, what is an operational definition and why is it so important?

The reason that this term is so important is that most things that psychologists study are rather complex in and of themselves. Learning, motivation, emotion, etc. mean different things to different people and this influences how they might be measured or manipulated. In the example above, motivation can mean different things. A researcher might operationally define motivation, for their experiment, as the score on a specific test or grade in the course. Thus, anyone wishing to test the psychologists conclusions could replicate the experiment and use the same measure of motivation.

But what is the relationship between an operational definition, a hypothesis, a theory, and a law?

Each of these terms feeds into the other. You must use operational definitions of certain concepts when you experimentally test a hypothesis that is derived from a theory. A theory that is repeatedly confirmed is a law.

As we said before, there are no laws in psychology. There are however, many theories some of which you will learn about later in this course.

What are the steps used when employing the scientific method?

The Research Process

Critical Thinking - The first step is to conceptualize the problem and determine what relationships are to be studied.

Literature review - Once you have the general idea, the next step is to go to the library and review the literature. This is done to determine what has been done and what questions remain to be answered on the topic of your interest.

Purpose the Study - At this point you would formulate the specific hypotheses) to be tested. Usually it consisted of taking the next step based on the previous research that you reviewed.

Method (Subjects) - Selection of the subjects to be studies is important as it limits the conclusions you can make. If you collect all data on 20 year old female college students then your findings may tell about them but not about makes, people of different ages, or non-college students.

Method (Procedure) - This will describe in accurate terms what stimulus is presented and what response will be measured. It is described in sufficient detail than anyone could replicate your study.

Collect Data - Data are collected on the subjects using the procedure described above. Once data are collected they are analyzed and presented in the results section of your manuscript.

Conclusions - While presentation of results is very accurate conclusions represent the researchers own ideas and interpretations of the data.

Revise Theory - While the above would end one study, most research leads to other interesting hypotheses that can be tested and also leads to some revision of the overall theory in question.

Replication - Most researchers would not replicate their own research but other will. Someone might have an hypothesis or conclusions that differ from a published study and they would replicate experimenters research.

The key to the experimental method is communication of findings in an accurate manner so that basic knowledge is established and grown with other research and replications. Think about the process. Remember the critical thinking should be first, followed by the development of an hypothesis to be tested.

So, what exactly is the scientific method?

The scientific method is an approach used to discover accurate information about phenomena, including mind and behavior. We can think of it as a research process with certain steps to follow. Those steps are: conceptualize the problem, collect data, draw conclusions, and revise theory.

What do you mean by conceptualize the problem?

The first step is to decide exactly what you want to study in very specific terms. This is the first point at which your operational definitions are going to come into play. The researcher must decide what the operational definition of each concept is for the purpose of the study. Review the components of this step below:

Critical Thinking - The first step is to determine the relationships to be studied and to formulate your operational definitions.

Literature Review - Once you have the general idea, the next step is to go to the library and review the literature. This is done to determine what has been done and what questions remain to be answered on your topic of interest.

Propose the Study - Next, you would formulate the specific hypothesis to be tested. Usually it consists of taking the next step based on the research you reviewed.

Method (Subjects) - The selection of subjects to be studied is important because it determines (usually limits) the conclusions you can make. If you collect all of your data on 20 year old female college students then your findings only tell you about 20 year female college students, NOT about people in general or even college students in general.

Method (Procedure) - This will describe in accurate terms what stimulus is presented and what response will be measured. It is described in laborious detail so that anyone could replicate your study.

Would the next step in the research process be collecting data?

Yes, once you have completely conceptualized the problem you are ready to collect data. Data are collected on the subjects using the procedures you defined in the first step. Once data are collected they are analyzed and presented in the results section of your manuscript.

What are the research methods used by psychologists?

Experimental Method - This is the method previously outlined. It is the most accurate method but there are many situations where it is not an appropriate method of data collection. One example would be the study of sexual behavior.

Observational Method (Laboratory Observation) - This procedure would involve the observation of an individual or animal in a laboratory environment. While there is some degree of control, the individual is more free to interact with their environment. An example might be the way a young child reacts to its mother.

Observational Method (Naturalistic Observation) - Naturalistic observation would be observing individuals or animals in their own environment. This might provide a better understanding of aggressive behavior on the playground for a young child or mating behavior of snakes.

Survey Method (Interviews) - The survey method can provide opinions and attitudes of large groups of people. The interview is conducted face to face between the interviewer and the subject and specific questions are asked and responses recorded. This might also be conducted over the phone.

Survey Method (Questionnaires) - Questionnaires are a similar survey method but may be mailed or accessed on the internet.

Correlation Method - The correlational methods goal is to describe the strength of the relation between two or more events or characteristics. An example would be the study of TV violence on behavior. It is important to remember that correlation does not equal causation.

Case Study - The case study method is used most often in clinical situations. This would involve collecting detailed data on an individual over a period of time. It might involve psychological testing, behavioral observation, physiological measures and its goal is to build a detailed picture of some specific aspect of the individual.

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All of these methods make an important contribution to our knowledge. Notice that the method chosen relates to the behavior being studied and the resources available to conduct the study.

What are the variables that are manipulated or studied with the experimental method?

Variables

Independent Variable - The manipulated, influential, experimental factor in an experiment. The label INDEPENDENT is used because this variable can be changed independent of other factors to determine its effect on the dependent variable. The independent variable is some stimulus or condition that is manipulated by the experimenter in a predetermined manner. Since it is predetermined it is a variable that is independent of the study itself. Think of it as something that precedes the dependent variable, some stimulus, or some antecedent condition. An experiment might present the independent variable in a number of different amounts. For example, in studying the effects of a drug on mood the drug might be given to different subjects in different amounts.

Dependent Variable - The factor that is measured in an experiment. It can change as the independent variable is manipulated. The label dependent is used because this variable depends on what happens to the participants in the experiment. The dependent variable is what is being studied or measured in an experiment. It is some behavior, response to the independent variable or some consequence of the presentation of the independent variable. In the example above, the dependent variable would be some measure of mood which would be operationally defined in some systematic manner for the purposes of the experiment.

Intervening (uncontrolled) variable - Intervening variables as the name implies are variables that intervene between the independent and dependent variables. There can be many different intervening variables and once discovered may serve as the basis for further research to clarify the relationship between the independent and dependent variables. In the example above, intervening variables might be the weight of the subject, absorptive properties in the digestive system, age, etc.

So, the independent variable is the one that is presented (a stimulus) and the one whose effects are being studied. The dependent variable is the behavior that is being influenced by the independent variable. Those intervening variables are all of the variables which interceed between the two and effect changes in the dependent variable. Sometimes what we think we are studying is not!

What are the experimental and control groups used in the experimental method?

Experimental group - A group whose experience is manipulated. The experimental group is the group or groups that receive the independent variable. If the independent variable is presented in differing amounts there will be a number of experimental groups. The import thing is to have the composition of the experimental groups match that of the control group. For example, you would want the same percentage of males in each, similar age and education, and any variables that are know to have an effect on the dependent variable. If one of these variables differ between experimental and control groups and has an effect on the dependent variable it becomes an intervening variable.

Control group - A comparison group that is treated in every way like the experimental group except for the manipulated factor. The control group is the group that is matched to the experimental group(s) but does not receive any independent variable.

Placebo group - A major problem with some psychological and medical research is the Self-fulfilling prophecy. A person receiving a drug may expect to get better and reports improvement which is related more to expectance than to the drug itself. To prevent this from effecting the results of a study medical researchers will have a control group that is a placebo or sugar pill group. It in interesting that this group often shows significant improvement.

Double-blind technique - Another potential intervening variable is the expectance of the experimenter. To control for this in drug research the double-blind technique is used. In this technique neither the subject or the experimenter know whether they are receiving a placebo or active ingredients. This is done by having a pharmacist make up the dosage and mark the container by some code that only he or she knows. The experiment is conducted giving placebo or different amounts of the independent variable to the subjects. After all data is collected the code is broken and the results determined.

Remember the experimental group or groups is the group whose experience is manipulated (they receive the independent variable). The control group is similar except they don't receive the independent variable.

How do researchers determine the number of subjects to use in their research?

How would you describe the use of the experimental method to study the effects of alcohol on driving?

In order to understand the experimental method devise a study to explore the effects of alcohol on driving. Be sure to deal with each of the categories listed below.

Study of effects of alcohol on driving.

Independent Variable -
That is the independent variable and how might it be used in this study?
Dependent Variable -
There are many ways to define the dependent variable for your study. Select one and explain why you used this variable.
Intervening Variables -
The key here is to design the experiment to minimize the effect of intervening variables. While you can not control all, hopefully, in good research you control for the most important.
Hypothesis -
This is the foundation for your research. Make sure that you spell it out.
Experimental Group -
You may have one or more experimental groups.
Control Group -
The important point here is to select a control group to control for the independent variable. It is the group you use for comparison.
Operational Definition -
Driving ability certainly needs to be defined in operational terms. There may be other things to operationally define as well.
Sample Size -
This depends upon research funds, what number has proven effective in other studies, etc. The bigger the sample size the better.
Significant Difference -
When the data are analyzed the experimenter considers the outcome significant if the experimental and control groups are different enough from each other that the likelihood of this difference occurring by chance alone would be less than 5 times in 100.

Make sure that you include all of the relevant steps that have been outlined in this section. Also, provide source information to pacify the healthy skeptics.

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What are the ethics associated with psychological research?

Animal rights - Animal researchers are guided by very stringent guidelines regarding housing, feeding, and the well-being of their subjects. Organizations have an animal use committed that weighs the benefits of research before they approve it.

Human subject review - Like animal research, the research review committed must approve research. Some of the primary things, in addition to cost benefit, are the topics listed below.

Informed consent - Researchers are required to inform participants as to what will be involved in the experiment and any risks that might be associated with their participation. If the potential participant is unable to give informed consent then their parent or legal guardian must do so. More restrictions apply to those that are unable to give informed consent such as young children, prisoners, and cognitive impaired individuals.

Confidentiality - It is the responsibility of the researcher to keep the information secure and where possible anonymous. In some cases this is done by assigning a code to the subjects data.

Debriefing - If the true intent of the research might bias the results, the experimenter must debrief the subject after the completion of the research.

Deception - If some cases, where informing the subjects will distort the results, deception is involved. In such cases it is essential that the researcher insure that the deception does not harm the subject and the subject must be carefully debriefed after their participation.

Be kind to your subjects. Without them there can be no psychological research.


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