How to report your regression results in table form

How to report your regression results in table form

A table that presents regression results should contain the following elements:

1.  the number of observations

2.  the constant

3.  the adjusted R square

4.  the unstandardized coefficients for each independent variable, with the level of statistical significance indicated by stars (*) and standard error in parentheses

5.  the standardized coefficients (t value in parentheses)

 

Examine the following SPSS output for a regression concerning support for AOW cuts. There are five independent variables, two of which are statistically significant.

Model Summaryb

Model

R

R Square

Adjusted R Square

Std. Error of the Estimate

1

.295a

.087

.075

.73484

a. Predictors: (Constant), HOE VAAK GAAT U NAAR DE KERK, chancepension, income, LEEFTIJD, leftright

b. Dependent Variable: AOWcuts

 

 

Coefficientsa

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

95% Confidence Interval for B

Collinearity Statistics

B

Std. Error

Beta

Lower Bound

Upper Bound

Tolerance

VIF

1

(Constant)

2.245

.272

 

8.259

.000

1.711

2.780

 

 

chancepension

-.033

.022

-.073

-1.488

.137

-.076

.011

.962

1.039

leftright

.104

.035

.153

3.005

.003

.036

.172

.896

1.116

income

.038

.051

.037

.748

.455

-.062

.139

.942

1.061

LEEFTIJD

-.013

.003

-.210

-4.202

.000

-.020

-.007

.925

1.081

HOE VAAK GAAT U NAAR DE KERK

-.006

.019

-.015

-.292

.770

-.043

.032

.892

1.121

a. Dependent Variable: AOWcuts

 

 

 

 

 

 

 

 

 

The results are presented in the following table. Notice that the dependent variable is part of the title of the table. The independent variables are listed in the first column, with statistical significance indicated with stars. At the bottom of the column, after the independent variables are: the constant, the R square and number of observations.

NB: not all researchers include the standard error and t values in their regression tables. We think it is a good idea to do this, because some readers will want to see these.

 

 

Tabel 1: OLS Regressie aangaande steun voor AOW verlaging

 

B

(standard error)

Beta

(t value)

kans pensioen

-.033

(.022)

-.073

(-1.488)

links-rechts

.104**

(.035)

.153

(3.005)

inkomen

.038

(.051)

.037

(.748)

leeftijd

-.013***

(.003)

-.210

(-4.202)

frequentie kerkgang

-.006

(.019)

-.015

(-.292)

 

 

 

constant

2.245

 

adjusted R2

.075

 

n=401

 

 

*=p<.05; **=p<.01; ***= p<.001

 

 

NB: in order to find out the number of observations, you need to request “descriptives” when you run the regression.

 

 

Contributions, Comments & Kudos

Add new contribution

CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Image CAPTCHA
Enter the characters shown in the image.
Summaries & Study Note of De PoliticologieSupportal
Join World Supporter
Join World Supporter
Log in or create your free account

Why create an account?

  • Your WorldSupporter account gives you access to all functionalities of the platform
  • Once you are logged in, you can:
    • Save pages to your favorites
    • Give feedback or share contributions
    • participate in discussions
    • share your own contributions through the 11 WorldSupporter tools
Content
Access level of this page
  • Public
  • WorldSupporters only
  • JoHo members
  • Private
Statistics
34
Connect & Continue
WorldSupporter Resources
Promotions
wereldstage wereldroute

Tussenjaar of sta je op het punt op kamers te gaan?

Wereldroute biedt jou een leerzaam en onvergetelijk Student Prepare Program aan