# Walden University Variables Measurement and SPSS Discussion

Variables, Measurement, and SPSS

Quantitative research consists of testing and understanding relationships between variables. Researchers construct these variables as measureable expressions of social phenomena. Modern statistics provides you with a host of resources to answer questions, but each statistical test has a set of assumptions regarding the measurement of the variables. It is therefore important to understand how variables are measured because their measurement will influence the type of analytic tools available to you.

SPSS is a statistical software program that allows you to enter these variables into a spreadsheet format and record the measurements from a sample. Additionally, SPSS allows you to perform statistical analysis. Before launching into your analyses, though, it is important to understand how the variables are measured. That understanding will help you interpret the SPSS output.

In this week’s Discussion, you considered topics with social change implications. For this Assignment, you will examine data to analyze independent and dependent variables, determine how they are measured, and decipher whether a social change question can be answered and the implications for such change.

## Expert Solution Preview

Introduction:

Quantitative research involves testing and understanding relationships between variables that are measurable expressions of social phenomena. It is essential to understand how variables are measured because it can influence the type of analytic tools available to researchers. SPSS is a statistical software program that enables researchers to enter variables into a spreadsheet format and record the measurements from a sample, as well as perform statistical analysis. This assignment aims to analyze independent and dependent variables, determine how they are measured, and decipher whether a social change question can be answered and the implications for such change.

1. What is the importance of understanding how variables are measured in quantitative research?

Understanding how variables are measured is important because it can impact the type of statistical analysis available to researchers. Each statistical test has assumptions regarding the measurement of variables, and incorrect measurement can lead to inaccurate results. Therefore, researchers must be aware of the measurement techniques used, as well as the strengths and weaknesses of each approach.

2. What is the role of SPSS in quantitative research?

SPSS is a statistical software program that enables researchers to enter variables into a spreadsheet format and record measurements from a sample. It also provides powerful tools for statistical analysis and data visualization. Through SPSS, researchers can perform a range of statistical tests, including descriptive statistics, inferential statistics, correlation analyses, and regression analyses. With its user-friendly interface and powerful capabilities, SPSS has become a popular tool for researchers across many fields, including healthcare, business, and social science.

3. How does analyzing independent and dependent variables help in deciphering social change questions?

Analyzing independent and dependent variables can help researchers understand the relationships between different factors and determine which factors are most likely to drive social change. By analyzing the relationships between different variables, researchers can identify the most important factors that contribute to social change and develop strategies to promote positive change. Additionally, by understanding the measurement of each variable and the statistical analysis involved, researchers can ensure that their results are reliable and accurate. Overall, analyzing independent and dependent variables helps researchers make informed decisions and take action to promote social change.

Pages (275 words)
Standard price: \$0.00

### Latest Reviews

Impressed with the sample above? Wait there is more

Related Questions

### writing focus , editing questions and write a standard essay

writing focus , editing questions and write a standard essay , write a standard essay on the same topic: start with an introduction, develop well-written

### Health care professionals practice in an environment that is complex,

Health care professionals practice in an environment that is complex, with many regulations, laws, and standards of practice. Performing an abortion is legal but

### TOPIC: Law Enforcement Office SHOULD NOT wear body camera’s  Research this

TOPIC: Law Enforcement Office SHOULD NOT wear body camera’s  Research this topic plenty of evidence. Look at articles, journals, VIDEOS on YOUTUBE. I gave the

### Create a 12-15 slide informative digital presentation for a special

Create a 12-15 slide informative digital presentation for a special education and/or early intervention staff in-service that: Communicates the purpose and benefits of assessments

### You are hired as the Director of operations for the Health Department in your City. A. Describe in detail your

You are hired as the Director of operations for the Health Department in your City.A. Describe in detail your staffing and their roles.B. The programs

### After reviewing the Georgia Statute for Gambling, in a minimum

After reviewing the Georgia Statute for Gambling, in a minimum of 150 words and a max of 500, explain why Gambling is illegal in Georgia

### Minimum of 500 words with at least three peer review reference in 6th edition apa style. Dear Applicant Thank

Minimum of 500 words with at least three peer review reference in 6th edition apa style.Dear Applicant,Thank you for considering Grand Canyon University. With our

Please read the following two articles in The Economist online    1. Write a substantive paragraph of at least 6 sentences explaining how The Economist

### Clear and convincing argument presents a persuasive claim in a distinctive and compelling manner. All sources are authoritative.

Based on the required topic study materials, write a reflection about worldview and respond to following: In 250-300      words, explain the Christian perspective of

### Describe an important difference in the way an economist and

Describe an important difference in the way an economist and a businessperson might view a monopoly.   The assignment is to answer the question provided

### Instructions: You have a few topic options for this assignment, but

Instructions: You have a few topic options for this assignment, but please understand that you must choose one of the topics listed here. If you

### ESSAY TYPE QUESTION (NOT AN ESSAY) (3 QUESTIONS GIVEN  )   – Study Hub Pro

ESSAY TYPE QUESTION (NOT AN ESSAY) (3 QUESTIONS GIVEN  )   – INSTRUCTION and questions ARE ATTACHED.  – SHOULD STRICTLY FOLLOW THE INSTRUCTIONS.  – 200 WORDS

New questions

### Using the Gestation Demographics SEU datase

This week we are learning about ordinal/categorical, continuous, and dichotomous variables. Using the Gestation Demographics SEU dataset that is located in the tabs at the

### Using the Gestation Demographics SEU datase

This week we are learning about ordinal/categorical, continuous, and dichotomous variables. Using the Gestation Demographics SEU dataset that is located in the tabs at the

### resent information on two choices for your company’s new health insurance carrier for employees ppt

As a manager, you have been chosen to present information on two choices for your company’s new health insurance carrier for employees. Assume you are

### Policy and Supply and Demand ppt

Policy and Supply and Demand (125 Points) Various programs to increase employment in the healthcare sector have recently been introduced in the Kingdom of Saudi