The purpose of this discussion post is to create an RQ for a multiple regression and answer the prompted questions.

 

The purpose of this discussion post is to create an RQ for a multiple regression and answer the prompted questions.

  1. What is your RQ?

RQ: What is the relationship between level of democracy and age and lived in poverty index.

IV1= Age IV2=Level of Democracy

DV = Lived in poverty Index

  1. What is the null hypothesis for your questions?

Null Hypothesis:  There is no relationship between the level of democracy and age and living in poverty index.

  1. What research design would align with this question?

A cross-sectional research design would align.  Cross-sectional designs have no time dimensions, measures differences between subject, is passive and usually involves a survey that provides a snapshot at a point in time.

  1. What the dependent variable was used and how is it measured?

DV= Lived in poverty index

Measured = continuous scale interval ratio

  1. What independent variables are used and how are they measured?  What is the justification for including these predictor variables?

IV1= Age, measurement = continuous scale interval ratio

IV2 = level of democracy, Measurement = continuous scale interval ratio

Justification = “this allows controlling the effects of other independent variables” ( Laureate Education, 2016j).

  1. If you found significance, what is the strength and the effect?
    1. The AVONA reported Sign as .000 which is below the p-value of .05 which means I can reject the null hypothesis and state that there is a relationship between age and trust in government (Laureate Education, 2016c).
    2. Effective size = .013 which means 1.3% of the variability in respondent lived in poverty index is explained by the combination of age and level of democracy.
    3. Strength =Rsquared= .013 Coefficient constant is 1.282, age has a coefficient of .003 and level of democracy today -.034.  Ce can determine this a positive relationship and is moderate to low.
    4. Regression equation = DV=1.282 + .003 + (-.034)

DV= 1.251

  1. Explain the results for a lay audience, explain the answer to your RQ?

RQ= There is a significant relationship between the level of democracy and age and lived in poverty index. The respondents age and reporting high levels of democracy are both significance predictors of the likely hood to report having lived in poverty based on the index.

For every unit of increase of the respondents age their likelihood of reporting of have lived in poverty increases .049.  For every unit of increase of the respondent reporting of the level of democracy the likelihood of reporting of have lived in poverty decreases .105 units.

Model Summary table attached

ANOVAa table attached

Coefficientsa  table attached

 

References

Laureate Education (Producer). (2016j). Multiple regression: A demonstration [Video file]. Baltimore, MD: Author.

Frankfort-Nachmias, C., Leon-Guerrero, A., & Davis, G. (2020). Social statistics for a diverse society (9th ed.). Thousand Oaks, CA: Sage Publications.

Wagner, W. E. (2016). Using IBM® SPSS® statistics for research methods and social science statistics (6th ed.). Thousand Oaks, CA: Sage Publications.

")96% of our customers have reported a 90% and above score. You might want to place an order with us."

Essay Writing Service
Affordable prices

You might be focused on looking for a cheap essay writing service instead of searching for the perfect combination of quality and affordable rates. You need to be aware that a cheap essay does not mean a good essay, as qualified authors estimate their knowledge realistically. At the same time, it is all about balance. We are proud to offer rates among the best on the market and believe every student must have access to effective writing assistance for a cost that he or she finds affordable.

Caring support 24/7

If you need a cheap paper writing service, note that we combine affordable rates with excellent customer support. Our experienced support managers professionally resolve issues that might appear during your collaboration with our service. Apply to them with questions about orders, rates, payments, and more. Contact our managers via our website or email.

Non-plagiarized papers

“Please, write my paper, making it 100% unique.” We understand how vital it is for students to be sure their paper is original and written from scratch. To us, the reputation of a reliable service that offers non-plagiarized texts is vital. We stop collaborating with authors who get caught in plagiarism to avoid confusion. Besides, our customers’ satisfaction rate says it all.

© 2022 Homeworkcrew.com provides writing and research services for limited use only. All the materials from our website should be used with proper references and in accordance with Terms & Conditions.