After reviewing a quality report… administrator decided to implement a new initiative to improve communication… using inferential statistics. How is the inferential statistic applied?
Inferential statistics is applied by conducting a linear regression.
Linear regression is a statistical method used to infer relationships between variables and make predictions based on data. In this context, the administrator can utilize linear regression to analyze communication patterns and improve them effectively by identifying key factors influencing communication quality.
Determining the median is a descriptive statistic rather than an inferential statistic. It provides a measure of central tendency, indicating the middle value in a data set, but does not allow for predictions or generalizations about a larger population based on sample data.
Linear regression is a key inferential statistical technique that helps in understanding the relationship between independent and dependent variables. By applying this method, the administrator can analyze how different factors impact communication, enabling data-driven decision-making for the new initiative.
Calculating the variance is also a descriptive statistic that measures the dispersion of data points around the mean. While it provides valuable information about variability, it does not facilitate predictions or inferences about a population based on sample data.
Constructing a normal distribution is a way to represent data visually and assess how it is spread out. While it is useful for understanding the characteristics of a data set, it does not directly allow for making inferences or predictions regarding communication improvements.
In summary, conducting a linear regression is the appropriate application of inferential statistics in this scenario as it allows for the analysis of relationships between variables and predictions. The other options—median, variance, and normal distribution—are all descriptive statistics that do not offer the predictive capabilities essential for the administrator's initiative to improve communication based on the quality report.
Related Questions
View allA hospital has experienced significant financial penalties due to exce...
A health services researcher needs current aggregate patient satisfact...
Researchers are using a retrospective cross-sectional study to examine...
Numerous studies show that patients want to have conversations about t...
Tobacco-cessation initiative wants most common number of packs smoked...
Related Quizzes
View all0PC1 Planning Instructional Strategies for Meaningful Learning Version 1
AP01 Elementary Literacy Curriculum Version 1
AQ01 Applied Healthcare Statistics C784 Version 1
ASO1 Introduction to Statistics for Research Version 1
BJ01 Introduction to Business Finance Version 1
C172 Network and Security Foundations Version 1
C180 Introduction to Psychology Version 1
C180 Introduction to Psychology Version 2
CKC1 Introduction to Humanities Version 1
DZ01 Mathematics for Elementary Educators III MATH 1330 Version 1
- ✓ 500+ Practice Questions
- ✓ Detailed Explanations
- ✓ Progress Analytics
- ✓ Exam Simulations