A non-experimental study was done to assess the impact of the accident at the Three Mile Island (TMI) nuclear power
Question:
A non-experimental study was done to assess the impact of the accident at the Three Mile Island (TMI) nuclear power plant on nearby residents (Baum, Gatchel, and Schaeffer, 1983). Data were collected from residents of the following four areas:
Group 1: Three Mile Island, where a nuclear accident occurred (n = 38)
Group 2: Frederick, with no nuclear power plant nearby (n = 27
Group 3: Dickerson, with an undamaged coal power plant nearby (n = 24)
Group 4: Oyster Creek, with an undamaged nuclear power plant nearby (n = 32)
Several different measures of stress were taken for people in these four groups. The researchers hypothesized that residents who lived near TMI (group 1) would score higher on a wide variety of stress measures than people who lived in the other three areas included as comparisons. One way ANOVA was performed to assess differences among these four groups on each outcome. Selected results are reported below for you to discuss and interpret. Here are results for two of their outcome measures (each cell lists the mean, followed by the standard deviation in parentheses)..
Outcome Variable | TMI nuclear plant with accident | No nuclear plant | Undamaged coal plant | Undamaged nuclear plant | F(3, 117) |
Total reported stress symptoms | 25.97 (21.0) | 14.54 (11.5) | 16.63 (11.8) | 16.16 (13.5) | 3.827 |
Beck Depression Inventory | 6.00 (6.5) | 3.64 (3.3) | 3.54 (3.6) | 3.50 (4.2) | 2.104 |
a. Write a Results section in which you report whether or not these overall differences were statistically significant for each of these two outcome variables (using α = .05). You will need to look up the critical value for F, and in this instance, you will not be able to include an exact p value. Include an h^{2} effect size index for each of the F ratios (you can calculate this by hand from the information given in the table). Be sure to state the nature of the differences: did the TMI group score higher or lower on these stress measures relative to the other groups?
b. Would your conclusions change if you used α = .01 instead of α = .05 as your criterion for statistical significance?
c. Name a follow-up test that could be done to assess whether all possible pair wise comparisons of group means were significant.
d. Write out the contrast coefficients to test whether the mean for group 1 (people who lived near TMI) differed from the average for the other three comparison groups.
e. Here is some additional information about scores on the Beck Depression Inventory. For purpose of clinical diagnosis, Beck (1996) suggested the following cut-offs.
0-13…………………………. minimal depression
14-19…………………………. mild depression
20-28…………………………. moderate depression
29-63…………………………. severe depression
In light of this additional information, what would you add to your discussion of the outcomes for depression in the TMI versus other regions? (Did the TMI accident make people severely depressed?)
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Step by Step Answer:
Applied Statistics From Bivariate Through Multivariate Techniques
ISBN: 9781412991346
2nd Edition
Authors: Rebecca M. Warner