Urology data analysis report
STATISTICAL ANALYSIS REPORT (SAR)
Prepared by
Khalil Ahmad, Senior Biostatistician
Statistical Analysis
We used descriptive and analytic statistics using Statistical Package for the Social Sciences SPSS
26 (SPSS, Chicago, IL, USA). Summarized data was presented as mean ± standard deviation for
the quantitative and n (%) for the qualitative features. The two-sample t-tests were applied to test
the significant difference between two groups; bilateral and unilateral, discharge on same day and
after same day. The Chi-square (χ2) tests were implemented to test the association between the
RIRS and discharge on same day with other qualitative features at 5% level of significance. The
results were evaluated against a confidence interval of 95% and a p-value < 0.05 for statistical
significance.
Results
Table 1. Descriptive Statistics
Features
Age
Serum creatinine
Size right (Median)
Size left (Median)
HU right
HU left
Duration of jj stent in days
Duration of operation minutes
Size right
Size left
BMI
Time b/w operation and discharge in hrs
Mean ± SD
38.80 ±- ±- ±- ±- ±- ±- ± 2.06
1.27 ±- ±- ± 9.05
Table 2. Testing of mean difference of quantitative factors against Stone Free
Stone Free
Age
Serum creatinine
Size right
Size left
HU right
HU left
Duration of jj stent in days
Duration of operation
minutes
N
Stone free
Not free
Stone free
Not free
Stone free
Not free
Stone free
Not free
Stone free
Not free
Stone free
Not free
Stone free
Not free
Stone free
Not free
-
Mean
SD
-
-
p-value-
Size right
Size left
BMI
Time between operation and
discharge in hours
Stone free
Not free
Stone free
Not free
Stone free
Not free
Stone free
Not free
-
-
-
-
Table 3. Testing of mean difference of quantitative factors against Complications Late
Complications Late
Age
Serum creatinine
Size right
Size left
HU right
HU left
Duration of jj stent in days
Duration of operation
minutes
Size right
Size left
BMI
Time (in hours) between
operation and discharge
Yes
No
Yes
No
Yes
No
Yes
No
Yes
No
Yes
No
Yes
No
Yes
No
Yes
No
Yes
No
Yes
No
Yes
No
N-
Mean-
SD-
p-value-
Sudanese
1%
Turkish Nationality
1% Yemeni
Sirlankan
6%
4%
American
1%
Qatri
5%
Filpino
5%
Palestinian
2%
Pakistani
10%
Indian
27%
Nepalese
26%
Table 4. Demographics of Patients
Features
Comorbidities
No
Yes
Complain positions
Bilateral
Right
Left
History of stone disease
Yes
No
Surgical history
Yes
No
Urine culture
Positive
Negative
Site right 1
Lower calyx
Middle calyx
Egyptian
5%
n
%
p-value
47
35
57.3
42.7
38
24
20
-
46
36
56.1
43.9
0.116
43
39
52.4
47.6
0.532
1
81
1.2
98.8
0.000
29
10
35.8
12.3
0.058
Bangladeshi
7%
Upper calyx
Renal pelvis
Proximal ureter
PUJ
Site right 2
Lower calyx
Middle calyx
Upper calyx
Site right 3
Lower calyx
No. of Stones/Right
Single
Multiple
Site left 1
Lower calyx
Middle calyx
Upper calyx
Renal pelvis
Proximal ureter
PUJ
Site left 2
Lower calyx
Middle calyx
Upper calyx
Renal pelvis
Proximal ureter
Site left 3
Lower calyx
No. of Stones/Left
Single
Multiple
Dilatation Right
No
Yes
Dilatation Left
No
Yes
Pre-operative stenting
No
Yes
Starting site
Right
Left
Type of anesthesia
General
Spinal
Rigid ureteroscopy
Yes
No
Sheath size
10/12
11/13
12/14
Type of flexible ureteroscopy
Innovex
OTU
PUSEN
Storz flex
Type of laser
Homium laser
Thulium laser
Not mention type of flaz
Size of laser fiber
150um
200um
400um
19
19
1
3
-
12
8
2
-
5
100.0
49
32
60.5
39.5
-
-
8
6
2
1
1
-
6
100.0
49
32
60.5
39.5
0.007
31
51
37.8
62.2
0.001
31
51
37.8
62.2
0.001
26
56
31.7
68.3
0.000
50
32
61.0
39.0
0.001
77
5
93.9
6.1
0.000
78
4
95.1
4.9
0.000
29
30
6
-
1
37
2
3
-
38
32
10
-
1
49
3
-
0.007
Not mention type of fibers
Stone dusting
Yes
No
Stone fragmentation
Yes
No
Popcorn lithotripsy
Yes
No
Total
Dormiaused
Yes
No
Type of jj stent
With thread
Without thread
Complication early
Yes
No
Complications Late
Yes
No
Type of admission
Daycare
In patient admission
Radiology follow up
CT
US
XRAY
Post-operative Stone status
Stone free
Not free
Right residual diameter-
Left residual diameter-
Second look operation
Yes
No
Number of procedures to stone free
1
2
Blood thinners
Yes
No
Discharge on same day
No
Yes
ER Visits
No
Yes
Complains 1
No complains
29
35.4
75
7
91.5
8.5
0.000
45
37
54.9
45.1
0.209
37
45
82
-
0.209
56
26
68.3
31.7
0.000
50
32
61.0
39.0
0.004
4
78
4.9
95.1
0.000
9
73
11
89
0.000
81
1
98.8
1.2
0.000
52
16
8
-
57
20
74.0
26.0
-
-
-
-
13
69
15.9
84.1
0.000
71
10
87.7
12.3
0.000
1
81
1.2
98.8
0.000
4
78
4.9
95.1
0.000
73
9
89.0
11.0
0.000
73
89.0
0.000
0.000
Pain
Complains 2
No complains
Hematuria
Complains 3
No complains
Fever
Complains 4
No complains
LUTS
Plan
Discharged
Admitted
9
11.0
78
4
95.1
4.9
0.000
81
1
98.8
1.2
0.000
79
3
96.3
3.7
0.000
81
1
98.8
1.2
0.000
Table 5. Testing the significance of associations of Strone free with other features
Free
Comorbidities
No
Yes
Complain positions
Bilateral
Right
Left
History of stone disease
Yes
No
Surgical history
Yes
No
Urine culture
Positive
Negative
No. of Stones/Right
Single
Multiple
No. of Stones/Left
Single
Multiple
Dilatation Right
No
Yes
Dilatation Left
No
Yes
Pre operative stenting
No
Yes
Starting site
Right
Left
Type of anesthesia
General
Spinal
Rigid ureteroscopy
Yes
No
Stone Free
Not free
p-value
34 (59.6%)
23 (40.4%)
12 (60.0%)
8 (40.0%)
0.978
30 (52.6%)
15 (26.3%)
12 (21.1%)
7 (35.0%)
6 (30.0%)
7 (35.0%)
0.333
29 (50.9%)
28 (49.1%)
13 (65.0%)
7 (35.0%)
0.275
28 (49.1%)
29 (50.9%)
10 (50.0%)
10 (50.0%)
0.946
1 (1.8%)
56 (98.2%)
0 (0.0%)
20 (100.0%)
0.551
34 (60.7%)
22 (39.3%)
11 (55.0%)
9 (45.0%)
0.655
31 (55.4%)
25 (44.6%)
14 (70.0%)
6 (30.0%)
0.253
23 (40.4%)
34 (59.6%)
7 (35.0%)
13 (65.0%)
0.673
25 (43.9%)
32 (56.1%)
6 (30.0%)
14 (70.0%)
0.277
22 (38.6%)
35 (61.4%)
4 (20.0%)
16 (80.0%)
0.130
34 (59.6%)
23 (40.4%)
13 (65.0%)
7 (35.0%)
0.673
53 (93.0%)
4 (7.0%)
19 (95.0%)
1 (5.0%)
0.753
54 (94.7%)
3 (5.3%)
19 (95.0%)
1 (5.0%)
0.964
Sheath size
10/12
11/13
12/14
Type of flexible ureteroscopy
Innovex
OTU
PUSEN
Storz flex
Type of laser
Homium laser
Thulium laser
Not mention type of flaz
Size of laser fiber
150um
200um
400um
Not mention type of fibers
Stone dusting
Yes
No
Stone fragmentation
Yes
No
Popcorn lithotripsy
Yes
No
Dormiaused
Yes
No
Complication early
Yes
No
Type of admission
Daycare
In patient admission
Radiology follow up
CT
US
XRAY
Right residual diameter-
Left residual diameter-
Second look operation
19 (40.4%)
24 (51.1%)
4 (8.5%)
8 (53.3%)
5 (33.3%)
2 (13.3%)
0.479
1 (2.9%)
33(94.3%)
0 (0.0%)
1 (2.9%)
0 (0.0%)
3 (42.9%)
2 (28.6%)
2 (28.6%)
0.001
23 (41.8%)
26 (47.3%)
6 (10.9%)
12 (60.0%)
5 (25.0%)
3 (15.0%)
0.223
1 (1.8%)
39 (68.4%)
0 (0.0%)
17 (29.8%)
0 (0.0%)
8 (40.0%)
2 (10.0%)
10 (50.0%)
0.021
53 (93.0%)
4 (7.0%)
19 (95.0%)
1 (5.0%)
0.753
27 (47.4%)
30 (52.6%)
14 (70.0%)
6 (30.0%)
0.081
29 (50.9%)
28 (49.1%)
5 (25.0%)
15 (75.0%)
0.045
44 (77.2%)
13 (22.8%)
10 (50.0%)
10 (50.0%)
0.022
3 (5.3%)
54 (94.7%)
1 (5.0%)
19 (95.0%)
0.964
56 (98.2%)
1 (1.8%)
20 (100.0%)
0 (0.0%)
0.551
44 (77.2%)
10 (17.5%)
3 (5.3%)
8 (42.1%)
6 (31.6%)
5 (26.3%)
0.007
16 (55.2%)
1 (3.4%)
7 (24.1%)
5 (17.2%)
0 (0.0%)
0 (0.0%)
0 (0.0%)
0 (0.0%)
1 (7.1%)
0 (0.0%)
1 (7.1%)
2 (14.3%)
6 (42.9%)
2 (14.3%)
1 (7.1%)
1 (7.1%)
0.000
16 (53.3%)
7 (23.3%)
6 (20.0%)
1 (3.3%)
0 (0.0%)
0 (0.0%)
0 (0.0%)
1 (7.7%)
2 (15.4%)
8 (61.5%)
1 (7.7%)
1 (7.7%)
0.000
Yes
No
Discharge on same day
No
Yes
ER Visits
No
Yes
Complains 1
No complains
Pain
Complains 2
No complains
Hematuria
Complains 3
No complains
Fever
Complains 4
No complains
LUTS
Plan
Discharged
Admitted
9 (15.8%)
48 (84.2%)
4 (20.0%)
16 (80.0%)
0.665
3 (5.3%)
54 (94.7%)
1 (5.0%)
19 (95.0%)
0.964
51 (89.5%)
6 (10.5%)
17 (85.0%)
3 (15.0%)
0.592
51 (89.5%)
6 (10.5%)
17 (85.0%)
3 (15.0%)
0.592
55 (96.5%)
2 (3.5%)
18 (90.0%)
2 (10.0%)
0.260
56 (98.2%)
1 (1.8%)
20 (100.0%)
0 (0.0%)
0.551
56 (98.2%)
1 (1.8%)
18 (90.0%)
2 (10.0%)
0.101
56 (98.2%)
1 (1.8%)
20 (100.0%)
0 (0.0%)
0.551
Table 6. Logistic Regression Analysis of Stone Free
95% C.I. for OR
Variables
Duration of operation (min)
B
S.E.
Wald
p-value
OR
Lower
Upper
0.017
0.009
4.157
0.041
1.018
1.001
1.035
Popcornlithotrips (1)
-1.182
0.622
3.609
0.047
0.307
0.091
1.038
Dormiaused (1)
-1.273
0.588
4.692
0.030
0.280
0.088
0.886
Constant
-1.718
1.040
2.727
0.099
0.179
Table 6. Testing the significance of associations of Complication Late with other features
Features
Comorbidities
No
Yes
Complain positions
Bilateral
Right
Left
History of stone disease
Yes
No
Surgical history
Yes
No
Urine culture
Positive
Complications Late
Yes
No
p-value
6 (66.7%)
3 (33.3%)
41 (56.2%)
32 (43.8%)
0.548
5 (55.6%)
2 (22.2%)
2 (22.2%)
33 (45.2%)
22 (30.1%)
18 (24.7%)
0.829
3 (33.3%)
6 (66.7%)
43 (58.9%)
30 (41.1%)
0.145
3 (33.3%)
6 (66.7%)
40 (54.8%)
33 (45.2%)
0.224
0 (0.0%)
1 (1.4%)
0.724
Negative
No. of Stones/Right
Single
Multiple
No. of Stones/Left
Single
Multiple
Dilatation Right
No
Yes
Dilatation Left
No
Yes
Pre operative stenting
No
Yes
Starting site
Right
Left
Type of anesthesia
General
Spinal
Rigid ureteroscopy
Yes
No
Sheath size
10/12
11/13
12/14
Type of flexible ureteroscopy
Innovex
OTU
PUSEN
Storz flex
Type of laser
Homium laser
Thulium laser
Not mention type of flaz
Size of laser fiber
150um
200um
400um
Not mention type of fibers
Stone dusting
Yes
No
Stone fragmentation
Yes
No
Popcorn lithotripsy
Yes
No
Dormiaused
Yes
No
Complication early
Yes
9 (100.0%)
72 (98.6%)
6 (66.7%)
3 (33.3%)
43 (59.7%)
29 (40.3%)
0.688
4 (44.4%)
5 (55.6%)
45 (62.5%)
27 (37.5%)
0.296
4 (44.4%)
5 (55.6%)
27 (37.0%)
46 (63.0%)
0.663
3 (33.3%)
6 (66.7%)
28 (38.4%)
45 (61.6%)
0.769
3 (33.3%)
6 (66.7%)
23 (31.5%)
50 (68.5%)
0.912
6 (66.7%)
3 (33.3%)
44 (60.3%)
29 (39.7%)
0.711
7 (77.8%)
2 (22.2%)
70 (95.9%)
3 (4.1%)
0.032
8 (88.9%)
1 (11.1%)
70 (95.9%)
3 (4.1%)
0.358
3 (37.5%)
4 (50.0%)
1 (12.5%)
26 (45.6%)
26 (45.6%)
5 (8.8%)
0.888
0 (0.0%)
5 (71.4%)
1 (14.3%)
1 (14.3%)
1 (2.8%)
32 (88.9%)
1 (2.8%)
2 (5.6%)
4 (44.4%)
4 (44.4%)
1 (11.1%)
34 (47.9%)
28 (39.4%)
9 (12.7%)
0 (0.0%)
6 (66.7%)
0 (0.0%)
3 (33.3%)
1 (1.4%)
43 (58.9%)
3 (4.1%)
26 (35.6%)
6 (66.7%)
3 (33.3%)
69 (94.5%)
4 (5.5%)
0.005
4 (44.4%)
5 (55.6%)
41 (56.2%)
32 (43.8%)
0.505
4 (44.4%)
5 (55.6%)
33 (45.2%)
40 (54.8%)
0.965
7 (77.8%)
2 (22.2%)
49 (67.1%)
24 (32.9%)
0.517
1 (11.1%)
3 (4.1%)
0.358
0.438
0.958
0.900
No
Type of admission
Daycare
In patient admission
Radiology follow up
CT
US
XRAY
Right residual diameter-
Left residual diameter-
Second look operation
Yes
No
Discharge on same day
No
Yes
ER Visits
No
Yes
Complains 1
No complains
Pain
Complains 2
No complains
Hematuria
Complains 3
No complains
Fever
Complains 4
No complains
LUTS
Plan
Discharged
Admitted
Stone Free
Free
Not free
8 (88.9%)
70 (95.9%)
9 (100.0%)
0 (0.0%)
72 (98.6%)
1 (1.4%)
0.724
7 (77.8%)
0 (0.0%)
2 (22.2%)
45 (67.2%)
16 (23.9%)
6 (9.0%)
0.165
3 (42.9%)
0 (0.0%)
1 (14.3%)
1 (14.3%)
2 (28.6%)
0 (0.0%)
0 (0.0%)
0 (0.0%)
14 (38.9%)
1 (2.8%)
7 (19.4%)
6 (16.7%)
4 (11.1%)
2 (5.6%)
1 (2.8%)
1 (2.8%)
0.936
1 (16.7%)
2 (33.3%)
1 (16.7%)
1 (16.7%)
0 (0.0%)
1 (16.7%)
15 (40.5%)
6 (16.2%)
7 (18.9%)
8 (21.6%)
1 (2.7%)
0 (0.0%)
0.156
2 (22.2%)
7 (77.8%)
11 (15.1%)
62 (84.9%)
0.579
0 (0.0%)
9 (100.0%)
4 (5.5%)
69 (94.5%)
0.472
0 (0.0%)
9 (100.0%)
73 (100.0%)
0 (0.0%)
0.000
0 (0.0%)
9 (100.0%)
73 (100.0%)
0 (0.0%)
0.000
5 (55.6%)
4 (44.4%)
73 (100.0%)
0 (0.0%)
0.000
8 (88.9%)
1 (11.1%)
73 (100.0%)
0 (0.0%)
0.004
6 (66.7%)
3 (33.3%)
73 (100.0%)
0 (0.0%)
0.000
8 (88.9%)
1 (11.1%)
73 (100.0%)
0 (0.0%)
0.004
6 (66.7%)
3 (33.3%)
51 (75.0%)
17 (25.0%)
0.592
Table 6. Logistic Regression Analysis of Complication Late
95% C.I. for OR
Variables
B
S.E.
Wald
p-value
OR
Lower
Upper
Duration of operation (min)
-0.021
0.010
3.846
0.050
0.980
0.960
1.000
Stone dusting (1)
2.077
0.960
4.679
0.031
7.979
1.215
52.381
Constant
2.726
1.573
3.003
0.083
15.275
Table 7. Correlation Analysis
Primary
and
Secondary
Outcomes
Corr.
Coeff.
(r)
Stone Free
r
Stone
Free
Type of
anesthesia
Type of
flexible
uretero
-scopy
1.000
-
-
p-value
Complicati
ons Late
r
p-value
Size
of
laser
fiber
Stone
dusting
Pop
cornlith
o
trips
Dormia
used
.581**
.248*
-0.036
.229*
.261*
0.000
0.030
0.757
0.046
0.022
-.237*
-0.232
0.026
-.312**
-0.005
0.032
0.135
0.818
0.004
0.966
Type
of jj
stent
Duration
of
operation
minutes
Radiology
follow up
Size
right
Size
left
.316**
.265*
0.005
0.020
0.072
-0.039
0.523
0.728
Right
residual
diameter
Left
residual
diameter
.349**
.450**
0.002
0.000
.435**
.701**
.731**
0.000
0.000
0.000
-0.140
0.036
-0.064
-0.127
0.008
-0.146
0.209
0.756
0.577
0.273
0.960
0.350
ER
Visits
Comp. 1
Comp.
2
Comp.
3
Comp.
4
Plan
0.061
0.061
0.128
-0.068
0.187
0.598
0.598
0.266
0.557
0.104
0.557
-1.000**
-1.000**
-.645**
-.316**
-.555**
-.316**
0.000
0.004
0.000
0.004
-0.068