Verified Document

Extraversion Agreeableness And Neuroticism A Relationship Data Analysis Chapter

Part One: The relationship between extraversion, agreeableness, and neuroticism

Correlation Coefficient

There is a statistically significant negative association between extraversion and neuroticism as shown by the Pearson correlation value of r = -0.243 and the p-value of .015, which is lower than the p=0.05 significance level. Negative correlation values range from 0 to -1, where -1 indicates an extremely strong negative association between the variables (Christmann & Badgett, 2009). The r value of -0.243 points to a weak negative association between extraversion and neuroticism (Christmann & Badgett, 2009). The implication is that a unit increase in the level of extraversion decreases neuroticism by 0.243 units. At the same time, the association between agreeableness and extraversion is positive and statistically significant at the p=0.05 significance level given the Pearson correlation value of r = .299 and the p-value of .003. The association is weak, indicating that a unit increase in extraversion increases agreeableness by 0.3 units or 30 percent. The association between agreeableness and neuroticism is insignificant as the p-value of 0.649 is greater than 0.05.

Figure 1: Scatterplot for the Relationship between Extraversion and Agreeableness

Figure 2: Scatterplot...

Cronbach Alpha Reliability Test

Scale Reliability...

…negatively correlated improves the reliability of a scale or data set.

Correlation between average perceived advisor support variable and ID

Table 4 below presents the correlation results between the variable ID and the computed average perceived advisor support variable.

Table 4. Correlation Matrix between average perceived advisor support variable and ID

The correlation results indicate that a statistically significant negative association exists between the two variables as shown by the Pearson correlation value of r = -0.314 and the p-value of .014, which is lower than the p=0.05 significance level. The r value of -0.314 points to a moderate association between extraversion and neuroticism, with the negative association suggesting that a unit change in ID decreases the students average…

Sources used in this document:

References


Christmann, E. P, & Badgett, J. L. (2009). Interpreting assessment data: Statistical techniques you can use. NSTA Press.


Saliya, C. A. (2023). Doing social research and publishing results: A guide to non-native English speakers. Springer Nature.


Cite this Document:
Copy Bibliography Citation

Related Documents

Data Set and Airlines
Words: 357 Length: 4 Document Type: Essay

Excel "According to T-100 Domestic Market, the top seven airlines in the United States by domestic boarding in a recent year were Southwest Airlines with 81.1 million, Delta Airlines with 79.4 million, American Airlines with 72.6 million, United Airlines with 56.3 million, Northwest Airlines with 43.3 million, US Airways with 37.8 million, and Continental Airlines with 31.5 million. Using Excel, construct a pie chart and a bar graph to depict

Multiple Regression Analysis Data Set
Words: 385 Length: 1 Document Type: Data Analysis Chapter

In this study, these variables are considered protective factors. In the third step, childhood SES would be entered. On the fourth step, childhood maltreatment would be entered. The results of the analysis would determine to what extent each of these additional steps adds to the ability to explain the variance in resilience scores. While all of these variables may ultimately be correlated with resilience, either positively or negatively, not

Data Warehousing and Data Mining
Words: 2013 Length: 6 Document Type: Term Paper

Data Warehousing and Data Mining Executive Overview Analytics, Business Intelligence (BI) and the exponential increase of insight and decision making accuracy and quality in many enterprises today can be directly attributed to the successful implementation of Enterprise Data Warehouse (EDW) and data mining systems. The examples of how Continental Airlines (Watson, Wixom, Hoffer, 2006) and Toyota (Dyer, Nobeoka, 2000) continue to use advanced EDW and data mining systems and processes to streamline

Variables Crime and Violence
Words: 607 Length: 2 Document Type: Research Paper

VARIABLES The variables that I chose to assess in this case for possible correlation are poverty and crime. Poverty in this case will be discussed in the context of communal poverty. In general terms, poverty could be defined as the lack of financial resources to meet basic and other needs. It could be measured in a variety of ways. One of the most prominent ways of measuring poverty levels is income,

Variables Hypotheses and Relations
Words: 644 Length: 2 Document Type: Essay

Human Trafficking The goal to eradicate human trafficking in today's modern society is an admirable one, and one that should be attainable. As Gallagher states in a 2011 study "The TVPA lays down minimum standards for the elimination of trafficking as well as detailed criteria for evaluating the performance of states" (Gallagher, 2011, p. 381). Gallagher goes on to compare the TVPA with similar international laws and finds that on an

Variables Impacting Internal Validity in Program Evaluation
Words: 823 Length: 2 Document Type: Case Study

Internal Validity Is maturation a possible threat to the internal validity of the study? Why or why not? For measures of academic achievement, six months (which is the intended length of the study) is not a long enough period of time to be very concerned about maturation as a threat to internal validity. Most academic achievement tests have longer durations. Maturation is something to be considered because of the varying ages of

Sign Up for Unlimited Study Help

Our semester plans gives you unlimited, unrestricted access to our entire library of resources —writing tools, guides, example essays, tutorials, class notes, and more.

Get Started Now