The DNP student also believes that sleep disturbance (calculated by reported number of hours slept night for 1 week continuous level data) may be impacted based on depression levels which she ranked ordered into 3 groups (0 low, 1 moderate, 2 high) Identify the independent and dependent variables and level of measurement IV Level of measurement DV Level of measurement Explain why the statistical analysis provided on the printout was chosen Interpret the output by writing up the findings as recommended in Kim, Mallory Valerio and our instructional videos Highlight the data you used in the outputs below Your Interpretation Descriptives SleepDist N Mean Std Deviation Std Error 95 Confidence Interval for Mean Minimum Maximum Mode Median Lower Bound Upper Bound 0 10 0 67 3 60 2 503 792 1 81 5 39 0 9 1 32 1 1 32 9 56 2 805 496 8 55 10 57 5 16 2 52 2 2 13 16 06 2 363 328 15 40 16 72 11 20 Total 94 2 1 87 12 52 4 985 514 11 50 13 54 0 20 Test of Homogeneity of Variances Levene Statistic df1 df2 Sig SleepDist Based on Mean 638 2 91 531 ANOVA SleepDist Sum of Squares df Mean Square F Sig Between Groups 1726 356 2 863 178 134 249 000 Within Groups 585 102 91 6 430 Total 2311 457 93 Multiple Comparisons Dependent Variable SleepDist Scheffe (I) DepLevel (J) DepLevel Mean Difference (I J) Std Error Sig 95 Confidence Interval Lower Bound Upper Bound 0 1 5 963 919 000 8 25 3 68 2 12 458 876 000 14 64 10 28 1 0 5 963 919 000 3 68 8 25 2 6 495 570 000 7 91 5 08 2 0 12 458 876 000 10 28 14 64 1 6 495 570 000 5 08 7 91 The mean difference is significant at the 0 05 level Nursing administrators at a local hospital are concerned about low morale among the ICU nursing staff They institute a new program with multiple measures designed to help the staff cope with stress and adopt a healthy lifestyle, including staff relaxation lounges, yoga classes, and healthy eating coaches Before starting the program, they ask the ICU nursing staff to complete the Acme Attitude Survey (AAS), a 25 item scale which yields a summative score that can range from 0 to 100 (continuous level variable), with higher scores indicating more positive attitudes 6 months following full implementation of the program, they again administer the AAS to the ICU nursing staff Identify the independent and dependent variables and level of measurement IV Level of measurement DV Level of measurement Explain why the statistical analysis provided on the printout was chosen What is the most appropriate measure of central tendency and variability to report for this data Interpret the output by writing up the findings as recommended in Kim, Mallory Valerio and our instructional videos Your Interpretation

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Posted on May 19, 2024

The DNP student also believes that sleep disturbance (calculated by reported number of hours slept/night for 1 week - continuous level data) may be impacted based on depression levels which she ranked ordered into 3 groups (0=low, 1=moderate, 2=high).

IV = Level of measurement:

DV = Level of measurement:

Interpret the output by writing up the findings as recommended in Kim, Mallory & Valerio and our instructional videos. Highlight the data you used in the outputs below.

Your Interpretation:

		Descriptives
		SleepDist
	N			Mean	Std. Deviation	Std. Error	95% Confidence Interval for Mean	Minimum	Maximum
Mode	Median	Lower Bound	Upper Bound
0	10	0	.67	3.60	2.503	.792	1.81	5.39	0	9
1	32	1	1.32	9.56	2.805	.496	8.55	10.57	5	16
2	52	2	2.13	16.06	2.363	.328	15.40	16.72	11	20
Total	94	2	1.87	12.52	4.985	.514	11.50	13.54	0	20

Test of Homogeneity of Variances
	Levene Statistic	df1	df2	Sig.
SleepDist	Based on Mean	.638	2	91	.531

Multiple Comparisons
Dependent Variable: SleepDist
Scheffe
(I) DepLevel	(J) DepLevel	Mean Difference (I-J)	Std. Error	Sig.	95% Confidence Interval
Lower Bound	Upper Bound
0	1	-5.963^*	.919	.000	-8.25	-3.68
2	-12.458^*	.876	.000	-14.64	-10.28
1	0	5.963^*	.919	.000	3.68	8.25
2	-6.495^*	.570	.000	-7.91	-5.08
2	0	12.458^*	.876	.000	10.28	14.64
1	6.495^*	.570	.000	5.08	7.91
*. The mean difference is significant at the 0.05 level.

Nursing administrators at a local hospital are concerned about low morale among the ICU nursing staff. They institute a new program with multiple measures designed to help the staff cope with stress and adopt a healthy lifestyle, including staff relaxation lounges, yoga classes, and healthy eating coaches. Before starting the program, they ask the ICU nursing staff to complete the Acme Attitude Survey (AAS), a 25-item scale which yields a summative score that can range from 0 to 100 (continuous level variable), with higher scores indicating more positive attitudes. 6 months following full implementation of the program, they again administer the AAS to the ICU nursing staff.