| SECTION 1 Background
This page presents and compares satisfaction results for the Family
Practice Clinic for three DoD services- Army, Air Force, and Navy.
It uses an existing data set found here.
Methods
Descriptive Statistics were calculated
and a univarite linear model was used to compute mean responses as a
function of both Waiting Time (time spent waiting for provider) and Time
Spent with Provider.
Results
The results of the statistical analysis
are discussed below.
Univariate Analysis of Variance
Notes
|
Output Created |
20-MAY-2002
14:52:07 |
|
Comments |
|
|
Input |
Data |
C:\Documents and Settings\hillmerc\Desktop\Baylor
Briefcase\4th Quarter\HAIN 5392\mpsrgx.sav |
| Filter |
<none> |
| Weight |
<none> |
| Split File |
<none> |
| N of Rows in
Working Data File |
1137 |
|
Missing Value Handling |
Definition of
Missing |
User-defined missing
values are treated as missing. |
| Cases Used |
Statistics are based on
all cases with valid data for all variables in the model. |
|
Syntax |
UNIANOVA
q12 BY q8 q3g mservice
/METHOD = SSTYPE(3)
/INTERCEPT = INCLUDE
/PLOT = PROFILE( q3g*mservice*q8 )
/PRINT = DESCRIPTIVE ETASQ
/CRITERIA = ALPHA(.05)
/DESIGN = q8 q3g mservice q8*q3g q8*mservice q3g*mservice q8*q3g*mservice
.
|
| Resources |
Elapsed Time |
0:00:02.03 |
SECTION 2
Between-Subjects Factors
|
Value Label |
N |
|
HOW LONG WAIT FOR PROVIDER |
1 |
DID NOT WAIT |
196 |
| 2 |
1-15 MIN |
496 |
| 3 |
16-30 MIN |
231 |
| 4 |
31-45 MIN |
72 |
| 5 |
46-60 MIN |
32 |
| 6 |
>60 MIN |
11 |
|
AMOUNT OF TIME WITH PROVIDER & STAFF |
1 |
POOR |
18 |
| 2 |
FAIR |
73 |
| 3 |
GOOD |
206 |
| 4 |
VERY GOOD |
320 |
| 5 |
EXCELLENT |
421 |
|
MSERVICE |
1 |
ARMY |
319 |
| 2 |
AIR FORCE |
228 |
| 3 |
NAVY |
491 |
The table above provides a breakdown of the
responses (n=1038) for the time spent waiting for the provider and a
rating for the time spent with the provider and staff in the Family
Care Clinic in all military treatment facilities. Of the responses
provided, 319 were Army service members, 228 were Air Force, and 491 were
Navy service members.
Descriptive Statistics
Dependent Variable: SATISFIED W CLINIC DURING THIS VISIT
|
HOW LONG WAIT FOR PROVIDER |
AMOUNT OF TIME WITH PROVIDER & STAFF |
MSERVICE |
Mean |
Std. Deviation |
N |
|
DID NOT WAIT |
POOR |
Navy |
1.00 |
. |
1 |
|
Total |
1.00 |
. |
1 |
|
FAIR |
Navy |
5.33 |
.577 |
3 |
|
Army |
5.00 |
.000 |
4 |
|
Air Force |
4.50 |
2.121 |
2 |
|
Total |
5.00 |
.866 |
9 |
|
GOOD |
Navy |
5.83 |
.577 |
12 |
|
Army |
5.67 |
.500 |
9 |
|
Air Force |
5.25 |
1.500 |
4 |
|
Total |
5.68 |
.748 |
25 |
|
VERY GOOD |
Navy |
6.05 |
1.253 |
22 |
|
Army |
5.85 |
1.226 |
20 |
|
Air Force |
6.62 |
.506 |
13 |
|
Total |
6.11 |
1.133 |
55 |
|
EXCELLENT |
Navy |
6.62 |
1.105 |
52 |
|
Army |
6.83 |
.381 |
24 |
|
Air Force |
6.20 |
1.495 |
30 |
|
Total |
6.55 |
1.139 |
106 |
|
Total |
Navy |
6.27 |
1.252 |
90 |
|
Army |
6.18 |
.984 |
57 |
|
Air Force |
6.16 |
1.375 |
49 |
|
Total |
6.21 |
1.209 |
196 |
|
1-15 MIN |
POOR |
Navy |
4.00 |
. |
1 |
|
Army |
2.00 |
.000 |
3 |
|
Air Force |
1.00 |
. |
1 |
|
Total |
2.20 |
1.095 |
5 |
|
FAIR |
Navy |
5.33 |
1.225 |
9 |
|
Army |
4.75 |
1.603 |
12 |
|
Air Force |
5.50 |
.707 |
2 |
|
Total |
5.04 |
1.397 |
23 |
|
GOOD |
Navy |
5.61 |
.812 |
49 |
|
Army |
5.69 |
1.011 |
26 |
|
Air Force |
5.21 |
.976 |
19 |
|
Total |
5.55 |
.911 |
94 |
|
VERY GOOD |
Navy |
6.18 |
.556 |
77 |
|
Army |
6.29 |
.617 |
48 |
|
Air Force |
6.09 |
1.215 |
34 |
|
Total |
6.19 |
.759 |
159 |
|
EXCELLENT |
Navy |
6.58 |
.667 |
101 |
|
Army |
6.52 |
1.280 |
66 |
|
Air Force |
6.52 |
.967 |
48 |
|
Total |
6.55 |
.955 |
215 |
|
Total |
Navy |
6.19 |
.811 |
237 |
|
Army |
6.08 |
1.319 |
155 |
|
Air Force |
6.07 |
1.248 |
104 |
|
Total |
6.13 |
1.087 |
496 |
|
16-30 MIN |
POOR |
Navy |
4.50 |
2.121 |
2 |
|
Army |
2.00 |
. |
1 |
|
Air Force |
5.00 |
.000 |
2 |
|
Total |
4.20 |
1.643 |
5 |
|
FAIR |
Navy |
4.40 |
1.454 |
15 |
|
Army |
4.83 |
.983 |
6 |
|
Air Force |
4.33 |
1.862 |
6 |
|
Total |
4.48 |
1.424 |
27 |
|
GOOD |
Navy |
5.79 |
.426 |
14 |
|
Army |
5.65 |
.813 |
20 |
|
Air Force |
4.92 |
1.656 |
13 |
|
Total |
5.49 |
1.081 |
47 |
|
VERY GOOD |
Navy |
5.94 |
.475 |
36 |
|
Army |
5.81 |
1.096 |
26 |
|
Air Force |
5.40 |
1.056 |
15 |
|
Total |
5.79 |
.864 |
77 |
|
EXCELLENT |
Navy |
5.79 |
1.689 |
39 |
|
Army |
6.52 |
.602 |
21 |
|
Air Force |
6.00 |
1.512 |
15 |
|
Total |
6.04 |
1.447 |
75 |
|
Total |
Navy |
5.62 |
1.320 |
106 |
|
Army |
5.84 |
1.086 |
74 |
|
Air Force |
5.31 |
1.503 |
51 |
|
Total |
5.62 |
1.303 |
231 |
|
31-45 MIN |
POOR |
Navy |
3.00 |
.000 |
3 |
|
Total |
3.00 |
.000 |
3 |
|
FAIR |
Navy |
4.33 |
.516 |
6 |
|
Army |
5.33 |
.577 |
3 |
|
Air Force |
4.00 |
.000 |
2 |
|
Total |
4.55 |
.688 |
11 |
|
GOOD |
Navy |
5.00 |
1.118 |
9 |
|
Army |
5.33 |
1.211 |
6 |
|
Air Force |
5.50 |
1.604 |
8 |
|
Total |
5.26 |
1.287 |
23 |
|
VERY GOOD |
Navy |
6.10 |
.876 |
10 |
|
Army |
5.89 |
.333 |
9 |
|
Air Force |
6.00 |
. |
1 |
|
Total |
6.00 |
.649 |
20 |
|
EXCELLENT |
Navy |
6.43 |
.535 |
7 |
|
Army |
4.67 |
3.215 |
3 |
|
Air Force |
4.60 |
3.286 |
5 |
|
Total |
5.47 |
2.356 |
15 |
|
Total |
Navy |
5.31 |
1.301 |
35 |
|
Army |
5.48 |
1.289 |
21 |
|
Air Force |
5.06 |
2.112 |
16 |
|
Total |
5.31 |
1.498 |
72 |
|
46-60 MIN |
FAIR |
Navy |
4.50 |
.707 |
2 |
|
Army |
5.00 |
. |
1 |
|
Total |
4.67 |
.577 |
3 |
|
GOOD |
Navy |
5.33 |
1.633 |
6 |
| Army |
5.33 |
1.033 |
6 |
| Air Force |
4.67 |
.577 |
3 |
|
Total |
5.20 |
1.207 |
15 |
|
VERY GOOD |
Navy |
6.00 |
.000 |
2 |
| Army |
5.00 |
.000 |
2 |
| Air Force |
6.00 |
. |
1 |
|
Total |
5.60 |
.548 |
5 |
|
EXCELLENT |
Navy |
5.75 |
.957 |
4 |
| Army |
7.00 |
. |
1 |
| Air Force |
6.00 |
1.155 |
4 |
|
Total |
6.00 |
1.000 |
9 |
|
Total |
Navy |
5.43 |
1.222 |
14 |
| Army |
5.40 |
.966 |
10 |
| Air Force |
5.50 |
1.069 |
8 |
|
Total |
5.44 |
1.076 |
32 |
|
>60 MIN |
POOR |
Navy |
1.00 |
.000 |
3 |
|
Army |
6.00 |
. |
1 |
|
Total |
2.25 |
2.500 |
4 |
|
GOOD |
Navy |
6.00 |
.000 |
2 |
|
Total |
6.00 |
.000 |
2 |
|
VERY GOOD |
Navy |
5.33 |
.577 |
3 |
|
Army |
6.00 |
. |
1 |
|
Total |
5.50 |
.577 |
4 |
|
EXCELLENT |
Navy |
7.00 |
. |
1 |
|
Total |
7.00 |
. |
1 |
|
Total |
Navy |
4.22 |
2.489 |
9 |
|
Army |
6.00 |
.000 |
2 |
|
Total |
4.55 |
2.339 |
11 |
|
Total |
POOR |
Navy |
2.60 |
1.647 |
10 |
| Army |
2.80 |
1.789 |
5 |
| Air Force |
3.67 |
2.309 |
3 |
|
Total |
2.83 |
1.724 |
18 |
|
FAIR |
Navy |
4.71 |
1.226 |
35 |
| Army |
4.88 |
1.177 |
26 |
| Air Force |
4.50 |
1.508 |
12 |
|
Total |
4.74 |
1.248 |
73 |
|
GOOD |
Navy |
5.60 |
.852 |
92 |
| Army |
5.61 |
.904 |
67 |
| Air Force |
5.15 |
1.302 |
47 |
|
Total |
5.50 |
1.001 |
206 |
|
VERY GOOD |
Navy |
6.08 |
.710 |
150 |
| Army |
6.03 |
.899 |
106 |
| Air Force |
6.03 |
1.112 |
64 |
|
Total |
6.05 |
.864 |
320 |
|
EXCELLENT |
Navy |
6.42 |
1.091 |
204 |
| Army |
6.54 |
1.149 |
115 |
| Air Force |
6.24 |
1.429 |
102 |
|
Total |
6.41 |
1.199 |
421 |
|
Total |
Navy |
5.96 |
1.181 |
491 |
| Army |
5.98 |
1.208 |
319 |
| Air Force |
5.83 |
1.446 |
228 |
|
Total |
5.94 |
1.252 |
1038 |
Tests of Between-Subjects Effects
Dependent Variable: SATISFIED W CLINIC DURING THIS VISIT
|
Source |
Type III Sum of
Squares |
df |
Mean Square |
F |
Sig. |
Partial Eta
Squared |
|
Corrected Model |
569.212(a) |
72 |
7.906 |
7.225 |
.000 |
.350 |
|
Intercept |
3188.341 |
1 |
3188.341 |
2913.686 |
.000 |
.751 |
|
Q8= WAIT FOR PROVIDER |
9.517 |
5 |
1.903 |
1.739 |
.123 |
.009 |
|
Q3G= TIME SPENT WITH PROVIDER |
146.510 |
4 |
36.628 |
33.472 |
.000 |
.122 |
|
MILITARY SERVICE |
3.423 |
2 |
1.712 |
1.564 |
.210 |
.003 |
|
Q8 * Q3G |
39.207 |
18 |
2.178 |
1.991 |
.008 |
.036 |
|
Q8 * MILITARY SERVICE |
19.122 |
9 |
2.125 |
1.942 |
.043 |
.018 |
|
Q3G * MILITARY SERVICE |
10.804 |
8 |
1.351 |
1.234 |
.275 |
.010 |
|
Q8 * Q3G * MILITARY SERVICE |
58.410 |
26 |
2.247 |
2.053 |
.002 |
.052 |
|
Error |
1055.964 |
965 |
1.094 |
|
|
|
|
Total |
38241.000 |
1038 |
|
|
|
|
|
Corrected Total |
1625.176 |
1037 |
|
|
|
|
|
a R Squared = .350 (Adjusted R Squared = .302)
|
The above data indicates that for patient
satisfaction, there is statistical significance for the amount of time
spent with the provider, but not for how long the patient had to
wait for the provider.
AMOUNT OF TIME WITH PROVIDER & STAFF * MSERVICE * HOW LONG WAIT FOR
PROVIDER
This chart indicates that average mean
response for patient satisfaction are generally the same across the
services for those who did not have to wait to see their provider.
It also indicates that as their rating for the time spent with staff
increased, so did their overall satisfaction with the clinic. From
the descriptive statistics above, over 80% of respondents in this category
rated the time spent with provider either very good or excellent
This chart also displays a similar trend in
satisfaction. Over 75% of respondents rated their
satisfaction in the top two categories. Their is large range in the
estimated marginal means for the poor rating do to a very small sample
size. (n=5).
The vast majority of respondents experienced a
wait time of less than 30 minutes in the Primary Care Clinic. From
the descriptive statistics, over 70% of respondents
(n=1038) experienced a wait time of 30 minutes or less.
It is important to note that for this
category, the Air Force had no respondents who had to wait over 60 minutes
to see their provider.
|