Question

In: Statistics and Probability

A study was conducted to investigate potential risk factors for ectopic pregnancy. Of the 279 women...

A study was conducted to investigate potential risk factors for ectopic pregnancy. Of the 279 women who had experienced ectopic pregnancy, 28 had suffered from pelvic inflammatory disease. Of the 279 women who had not experienced ectopic pregnancy, 6 had suffered from pelvic inflammatory disease.

  1. Construct a 2x2 contingency table for these data.
  2. Estimate the relative odds of suffering ectopic pregnancy for women who have had pelvic inflammatory disease versus women who have not. Interpret your result.
  3. Construct a 95% confidence interval for the population odds ratio.
  4. Test the null hypothesis that there is no association between pelvic inflammatory disease and ectopic pregnancy at the 0.05 level of significance.

Solutions

Expert Solution

A study was conducted to investigate potential risk factors for ectopic pregnancy. Of the 279 women who had experienced ectopic pregnancy, 28 had suffered from pelvic inflammatory disease. Of the 279 women who had not experienced ectopic pregnancy, 6 had suffered from pelvic inflammatory disease.

  1. Construct a 2x2 contingency table for these data.

ectopic pregnancy

No ectopic pregnancy

disease

28

6

34

No disease

251

273

524

279

279

558

  1. Estimate the relative odds of suffering ectopic pregnancy for women who have had pelvic inflammatory disease versus women who have not. Interpret your result.

Odds of disease with ectopic pregnancy = 28/251

Odds of disease with no ectopic pregnancy = 6/273

Odds ratio = (28/251)/( 6/273)

=5.0757

  1. Construct a 95% confidence interval for the population odds ratio.

95 % CI: = 2.0672 to 12.4623

  1. Test the null hypothesis that there is no association between pelvic inflammatory disease and ectopic pregnancy at the 0.05 level of significance.

Ho: there is no association between pelvic inflammatory disease and ectopic pregnancy

H1: there is a association between pelvic inflammatory disease and ectopic pregnancy

Chi-Square Test

Observed Frequencies

Column variable

Calculations

ectopic pregnancy

No ectopic pregnancy

Total

fo-fe

disease

28

6

34

11

-11

No disease

251

273

524

-11

11

Total

279

279

558

Expected Frequencies

Column variable

ectopic pregnancy

No ectopic pregnancy

Total

(fo-fe)^2/fe

disease

17

17

34

7.1176

7.1176

No disease

262

262

524

0.4618

0.4618

Total

279

279

558

Data

Level of Significance

0.05

Number of Rows

2

Number of Columns

2

Degrees of Freedom

1

Results

Critical Value

3.8415

Chi-Square Test Statistic

15.1590

p-Value

0.0001

Reject the null hypothesis

Calculated chi square = 15.159 > critical chi square 3.841 at 0.05 level. Ho is rejected.

We conclude that there is an association between pelvic inflammatory disease and ectopic pregnancy at the 0.05 level of significance.


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