Statistics is a very important application used in psychology. Statistics allows for researchers to make inferences, causal conclusions, and find relationships between variables. Many measures and tests account for the wide range of statistical tools a researcher can use to present data they have collected. Some of the ones more widely used in psychology are the analysis of variance (ANOVA) and t-tests. Other key statistical points used in explaining relationships between variables, used to interpret data results, and making causal conclusions are statistical significance and Pearson’s R. Both of these help to explain correlations and relationships between two or more variables. To start, one must understand what statistical significance is and what it means to research. Simply stated statistical significance occurs when the p-value is less than the significance level. Before starting research, one must decide what to set the significance level to. The significance level is the amount of type 1 error in a test or the probability of rejecting the null hypothesis on the assumption it is true. The significance level in psychological research is usually set to 0.05%. The p-value is the measurement, when assuming the null hypothesis is true, of an observable effect. Statistical significance is very important to hypothesis testing because it eliminates possibilities that sampling error may cause the observed effect being measured. If the p-value is less than or
So, we should reject the null hypothesis H0. At a 0.05 level of significance level, we conclude that there is a significant difference between the average height for females and the average height for the males.
Statistics provides us with very useful tools and techniques that aide us in dealing with real world scenarios. I have been able to learn several useful concepts by studying statistics that can aide me in making rational and informed decisions that are supported by the analysis results. Statistics as a discipline is the application and development of various processes put in place to gather, interpret, and analyse the information. The quantification of biological, social, and scientific phenomenons, design and analysis of experiments and surveys, and application of
• Provide at least two examples or problem situations in which statistics was used or could be used.
Data that is statistically significant helps us to understand whether there is a relationship within the null hypothesis. T statistical significant results showed that the participants who consumed caffeine performed worse than participants who did not was less than 5% (p < .05). This means for the author to determine whether a test is significant it must be less than .05, which is the significance level. The P value (probability value) is defined as the probability of obtaining a result equal to or "more extreme" than what was observed (Wikipedia). A p-value helps determine the significance
Example; you have a cat and the cat just playing around with a ball and when you
3. Questions 3a through 3d are based on a distribution of scores with and the standard Draw a small picture to help you see what is required.
The main purpose of the most researchers in conducting a research study is to achieve a statistically significant result. When we say statistically significant, it means that the result in a research study was not attributed to chance. In addition, it also means
In this essay I will describe correlation is a measure of association as well as describe different methods of establishing a correlation between variables. In this essay I will also explain advantages and disadvantages of each method, were each must be applied, and provide particular circumstances and examples in which a researcher may want to establish correlation
Statistics is a mathematical science pertaining to the collection, analysis, interpretation or explanation, and presentation of data. It is applicable to a wide variety of academic disciplines, from the physical and social sciences to the humanities. Statistics are also used for making informed decisions and misused for other reasons in all areas of business and government. Statistical methods can be used to summarize or describe a collection of data; this is called descriptive statistics. In addition, patterns in the data may be modeled in a way that accounts for randomness and uncertainty in the observations, and then used to draw inferences about the process or population being studied; this is called inferential statistics. Both
* Predict: Offering predictions (or hypotheses) about how a given condition or set of conditions will affect
c.)Find a 95% confidence interval for the difference between the above obtained mean starting salaries.
A debate rages in psychology. It is not one of the usual kind, dwelling on a specific aspect of the mind or a new drug, but a controversy dealing with the very foundations of psychology. The issue is determining how psychologists should treat patients and on what psychologists base their choices. Some feel that they must be empirically-supported treatments, treatments backed by hard data and scientifically supported. Others feel that this standard for treatments is much too confining for the complex field of psychology and that many good treatments cannot be backed by hard data. The American Psychological Association President Task Force on Evidence-Based Treatment came out with a plan for psychology that effectively maintains a high
Psychological research describes investigations psychologists undertake in order to review and analyse a specific hypothesis, (a theory about the relationship between defined variables). Research allows theories to be confirmed, amended or rejected and often leads to further research as requirements evolve. Psychological research can take many forms, from laboratory based experiments to non-invasive viewing of subjects in their own environment. This research can take place using human or non-human subjects and the analysed results applied to human behaviour or experience within many disciplines including, education, legal or occupational.
In the future, I ultimately intend to be a psychologist. With being a psychologist, I am taking on the responsibility on how to lead people into having an overall better life and promote positive change for them. Psychologists often specialize in studying and examining the brain and human behavior. That being said, psychology is a very important branch of science that attempts to help us stay sane!
In Psychology 101 we learned that research methods are used in order to understand our mental and behavioral processes by making observations in a systematic way, following strict rules of evidence and thinking critically about that evidence. This scientific research is based on theories (tentative explanations of observations in science), hypotheses (predictions based on a theory) and replication (testing a hypothesis in more than one study). Some of the different research methods are firstly, descriptive studies. Descriptive studies are studies that use survey methods, naturalistic observation and clinical methods. Another research method is correlational studies. Correlational studies are studies that help one to determine if a relationship exists between two or more variables and if so it tells one how strongly those two variables relate to one another. With in correlational studies one can have positive correlation (as one variable increases or decreases so does the other), negative correlation (variables go in opposite directions) or zero correlation (no relationship between the variables). Another research method is formal experiments. Formal experiments are studies that allow us to draw conclusions about how one variable may cause or have an effect on another variable. With in formal experiments there are four elements, which are the independent variable (variable that is manipulated or controlled), the dependent variable (variable that is measured), the experimental