Question

ANOVA

An experiment was conducted to determine if motivational techniques in management significantly impacted employee stress levels compared to no intervention. An employee survey was given to three groups: one group under a manager who started using a transformational motivation technique, one group under a manager who began using a transformational motivation technique, and then a control group with no new technique used. Stress levels were self-reported by the employees as shown below. Use alpha = 0.05

Transformational	Transactional	Control
0	2	6
7	5	5
3	3	8
5	0	9
2	1	5

1. What is your null hypothesis?
   
2. What is your alternative hypothesis?

3. After running the single factor analysis of variance on the data, what is the p-value for between groups?

4. Using the 95% significance level, is there a significance difference in stress levels between the three groups? Yes                        No

5. Do you reject or accept the null hypothesis?                                Reject                   Accept

Answer 1

ANSWER::

1. H0: There is no significant difference in stress levels between the three groups

2. H1: There is significant difference in stress levels between the three groups

3.

						Total Ti	Ti^2
Transformational	0	7	3	5	2	17	289
Transactional	2	5	3	0	1	11	121
Control	6	5	8	9	5	33	1089
					Total :	61	1499

One-way ANOVA: Transformational, Transactional, Control

Source DF      SS     MS     F      P
Factor   2   51.73 25.87 5.43 0.021
Error   12   57.20   4.77
Total   14 108.93

S = 2.183   R-Sq = 47.49%   R-Sq(adj) = 38.74%

Level             N   Mean StDev
Transformational 5 3.400 2.702
Transactional     5 2.200 1.924
Control           5 6.600 1.817

                  Individual 95% CIs For Mean Based on Pooled StDev
Level               +---------+---------+---------+---------
Transformational         (--------*-------)
Transactional       (--------*-------)
Control                               (-------*--------)
                    +---------+---------+---------+---------
                  0.0       2.5       5.0       7.5

Pooled StDev = 2.183

Therefore, P-Value = 0.021

4. Yes, There is significant difference in stress levels between the three groups

5. Here P-Value = 0.021 < alpha (=0.05), We reject null hypothesis H0.

NOTE:: I HOPE YOUR HAPPY WITH MY ANSWER.....***PLEASE SUPPORT ME WITH YOUR RATING.....

**PLEASE GIVE ME "LIKE"......THANK YOU