Table 2 presents the descriptive statistics (mean, standard deviation, etc.) for the study participants during the baseline and intervention phases for both positive and negative symptoms. Each participant was assessed during three phases: baseline, intervention, and follow-up. Baseline assessments were continued until data stabilization was achieved. For some assessments, stability was reached after two data points, for others after three or more. To ensure stability in the baseline phase data, a stability envelope was plotted. When over 80% of the data points fell within the stability envelope, the baseline data were considered stable. As shown in Tables 3, 100% of the data for all participants' positive and negative symptoms fell within the stability envelope during the baseline phase.The same procedure was applied during the intervention phase for all three participants. For the intervention phase data, stability was assessed every three sessions (i.e., sessions three, six, nine, and twelve). If over 80% of the data points fell within the stability envelope, the data were deemed stable. If fewer than 80% of the data points were within the envelope, indicating that more than 20% of the data points were outside the envelope, the intervention phase data were considered variable. This variability in the intervention phase data indicates that the treatment resulted in significant changes in the participants' conditions.
After this intra-situational analysis for each phase (baseline and intervention) and each participant, an inter-situational analysis was conducted. As shown in Tables 4, and 5,and 6, the relative level change, absolute level change, mean level change, and the percentage of non-overlapping data (PND) and percentage of overlapping data (POD) were calculated. The goal of the present study was to reduce symptoms, aiming for a downward trend in symptom severity. As shown in these tables, the intervention led to a statistically significant reduction in symptoms for all participants, indicating the effectiveness of the intervention.Figures 1 and 2 illustrate the multiple baseline designs for three participants' positive and negative symptoms across the three experimental phases: baseline, intervention, and follow-up. As depicted in the graphs, data points for all participants were lower in the intervention phase compared to the baseline phase. Thus, cognitive-behavioral therapy was effective in reducing both positive and negative symptoms (each arrow in the chart represents an effect). The effects persisted into the follow-up phase, demonstrating the sustained impact of the intervention.
According to Table 5 (improvement percentage and effect size for positive symptoms), the intervention results for the first participant showed a Cohen's d effect size of 0.66, with a PAN (percentage of all non-overlapping data) of 99.5% and a PAND (percentage of all overlapping data) of 99.84%, indicating a large effect size. The improvement percentages during the intervention and follow-up phases were 70 and 73, respectively, which were statistically significant, indicating a high effect size and significant improvement in positive schizophrenia symptoms. Similarly, for the second participant, Cohen's d was 3.24, with PAN and PAND both at 100%, indicating a large effect size. The improvement percentages during the intervention and follow-up phases were 62 and 53, respectively, which were statistically significant. For the third participant, Cohen's d was 4.74, with PAN and PAND both at 100%, indicating a large effect size. The improvement percentages during the intervention and follow-up phases were 75 and 58, respectively, which were statistically significant.The overall improvement percentages for all participants during the intervention phase indicate a high improvement rate. Therefore, it can be concluded that the positive symptoms of the participants decreased compared to the initial assessment. The intervention led to an improvement in the behavioral performance of the participants in terms of positive symptoms.
Table 6 shows the improvement percentages and effect sizes for negative symptoms. For the first participant, the Cohen's d effect size was 15.71, with a PAN of 75% and a PAND of 99.8%, indicating a large effect size. The improvement percentages during the intervention and follow-up phases were both 74, which were statistically significant, indicating a high effect size and significant improvement in negative schizophrenia symptoms. Similarly, for the second participant, Cohen's d was 8.46, with PAN and PAND both at 100%, indicating a large effect size. The improvement percentages during the intervention and follow-up phases were 68, which were statistically significant. For the third participant, Cohen's d was 3.66, with PAN and PAND both at 100%, indicating a large effect size. The improvement percentages during the intervention and follow-up phases were 75 and 77, respectively, which were statistically significant.The patients demonstrated a significant reduction in the severity of negative symptoms during the intervention phase, leading to improved behavioral performance. This study utilized standard behavioral analysis techniques, including visual data point analysis through level and trend analysis. Initially, the results from the level analysis of the data points were examined, followed by trend lines using White's median split method.
Figures 1 and 2 illustrate the level and trend analysis results for the study participants across the three phases: baseline, intervention, and follow-up for both positive and negative symptoms. As depicted in Figure 1, the level of positive symptoms for the first participant showed a significant decrease from baseline to the intervention phase, with median behavior scores dropping from 28.5 during the baseline to 11.5 during the intervention phase, indicating a substantial reduction. Similarly, the level of positive symptoms for the second participant decreased from a median of 22 during the baseline phase to 12.5 during the cognitive-behavioral therapy (CBT) phase for schizophrenia. The follow-up phase score was 10, showing further reduction compared to the intervention phase.
The level analysis for the third participant revealed performance similar to that of the first and second participants. The median behavior scores for the third participant decreased from 30.5 during the baseline phase to 13.25 during the intervention phase, showing a significant reduction. Overall, the third participant demonstrated a marked decrease in symptoms during the treatment phase compared to the baseline, indicating a reduction in schizophrenia symptoms over the course of the therapeutic intervention and follow-up. The follow-up phase continued to show a sustained therapeutic trend.As shown in Figure 2, the level of negative symptoms for the first participant significantly decreased from the baseline to the intervention and follow-up phases. The median behavior scores dropped from 24.5 during the baseline phase to 8.5 during the intervention phase. Similarly, the level of negative symptoms for the second participant decreased from a median of 25 during the baseline phase to 8.16 during the CBT phase, with a follow-up phase score of 8, indicating further reduction compared to the baseline phase. The level analysis for the third participant indicated a sharp decrease in symptoms during the CBT phase compared to the baseline. Comparison of the performance levels of this participant between the baseline and intervention phases showed a reduction in schizophrenia symptoms over the course of the therapeutic intervention for negative symptoms, with continued improvement observed during the follow-up phase.
This study demonstrates the significant impact of cognitive-behavioral therapy in reducing both positive and negative symptoms in patients with schizophrenia. Visual and statistical analyses, including level and trend analysis, revealed substantial improvements across all participants. The intervention resulted in marked decreases in symptom severity, with effects persisting into the follow-up phase. These findings underscore the potential efficacy of cognitive-behavioral therapy in managing schizophrenia symptoms and improving behavioral performance in this population. Future studies with larger samples and diverse demographics are recommended to further validate these results and enhance their generalizability.
As shown in Figure 2, the level of negative symptoms for the first participant significantly decreased from the baseline to the intervention and follow-up phases. The median behaviors in the baseline phase were 24.5, which decreased to 8.5 during the intervention phase. Similarly, the level of behaviors for the second participant decreased from a median of 25 in the baseline phase to 8.16 during the cognitive-behavioral therapy intervention phase, with a follow-up phase score of 8, indicating a reduction compared to the baseline phase. The overall level of the third participant showed a sharp decrease during the cognitive-behavioral therapy phase compared to the baseline. Comparison of the performance levels of this participant between the baseline and intervention phases indicates a reduction in schizophrenia symptoms over the course of the therapeutic intervention for negative symptoms, with a continued decrease observed during the follow-up phase.
Table2 Percentage of descriptive data for participant during experimental phases
|
Phases
|
Baseline
|
Intervention
|
Participants
|
Index
|
Participants with Positive Symptoms
|
1
|
Mean
|
28.5
|
12.25
|
Standard Deviation
|
1.5
|
8.07
|
median
|
28.5
|
11.5
|
Maxi
|
30
|
29
|
Minimum Score
|
27
|
9
|
Range
|
3
|
19
|
2
|
Mean
|
23.66
|
12.25
|
Standard Deviation
|
1.88
|
4.28
|
median
|
22
|
12.5
|
Maxi
|
25
|
16
|
Minimum Score
|
21
|
8
|
Range
|
4
|
8
|
3
|
Mean
|
30
|
13.25
|
Standard Deviation
|
3.5
|
3.56
|
median
|
30.5
|
13.5
|
Maxi
|
32
|
18
|
Minimum Score
|
27
|
8
|
Range
|
5
|
10
|
Participants with negative Symptoms
|
1
|
Mean
|
29
|
12.5
|
Standard Deviation
|
2
|
0.38
|
median
|
28.5
|
8
|
Maxi
|
31
|
27
|
Minimum Score
|
27
|
7
|
Range
|
4
|
20
|
2
|
Mean
|
24.6
|
8.5
|
Standard Deviation
|
2.8
|
0.86
|
median
|
25
|
8/16
|
Maxi
|
28
|
10
|
Minimum Score
|
21
|
8
|
Range
|
7
|
2
|
3
|
Mean
|
36.5
|
18.75
|
Standard Deviation
|
2.06
|
6.53
|
median
|
30.5
|
19.5
|
Maxi
|
39
|
26
|
Minimum Score
|
34
|
10
|
Range
|
5
|
30
|
Note: The minimum score for both positive and negative symptoms is 7 and the maximum score for both positive and negative symptoms is 94.
Table 3 In-situ visual analysis variables for participants in positive and negative symptoms
Participant with positive symptoms
|
position sequence
|
Baseline stage
|
Intervention stage
|
Participants
|
First
|
Second
|
Third
|
First
|
Second
|
Third
|
Number of sessions
|
2
|
3
|
4
|
4
|
4
|
4
|
style
|
Stability chamber
|
34.2-22.8
|
30-20
|
36/6-24/4
|
13.8-9.2
|
15-10
|
16.2-10/8
|
The percentage of dat in the stability chamber
|
100%
|
100%
|
100%
|
50%
|
50%
|
50%
|
The range of stability chamber changes
|
Stable
|
Stable
|
Stable
|
Unstable
|
Unstable
|
Unstable
|
Change of style
|
Relative style change
|
3
|
4
|
3
|
10
|
4.5
|
5.5
|
Absolute style change
|
3
|
4
|
5
|
17
|
8
|
10
|
Process
|
direction
|
at the same level
|
at the same level
|
at the same level
|
Descending
|
Descending
|
Descending
|
Stability
|
Stable
|
Stable
|
Stable
|
Variable
|
Variable
|
Variable
|
The percentage of dat in the stability chamber
|
100
|
100
|
100
|
50
|
50
|
50
|
Participants with negative symptoms
|
Style
|
Stability chamber
|
34.2-22.8
|
30-20
|
43.8-29.2
|
9.6-6.4
|
9.8-6.5
|
23.4-15.6
|
The percentage of dat in the stability chamber
|
100%
|
100%
|
100%
|
75%
|
75%
|
75%
|
The range of stability chamber changes
|
Stable
|
Stable
|
Stable
|
Unstable
|
Unstable
|
Unstable
|
Change of style
|
Relative style change
|
-4
|
3.5
|
4
|
10
|
1
|
12.5
|
Absolute style change
|
4
|
7
|
5
|
20
|
2
|
16
|
Process
|
direction
|
at the same level
|
at the same level
|
at the same level
|
Descending
|
Descending
|
Descending
|
Stability
|
Stable
|
Stable
|
Stable
|
variable
|
variable
|
variable
|
The percentage of dat in the stability chamber
|
100
|
100
|
100
|
75%
|
75%
|
75%
|
Table 4 Visual analysis between situations for clients in positive and negative symptoms
Comparison of the situation
|
Baseline and intervention phase
|
Participants
|
First
|
Second
|
Third
|
Trend changes
|
Changing Direction
|
|
|
|
Trend type
|
negative
|
negative
|
negative
|
Trend type
|
Stable to variable
|
Stable to variable
|
Stable to variable
|
change of style in positive symptoms
|
Relative style change
|
27 to 19.5
|
25 to 14
|
28.5 to 15.5
|
Absolute style change
|
27 to 26
|
25 t0 16
|
27 to 18
|
middle change
|
28.5 to 11.5
|
25 to 12.5
|
30.5 to 13.5
|
Average change
|
28.5 to 14.5
|
23.6 to 12.25
|
30 to 13.25
|
change of style in negative symptoms
|
Relative style
|
31 t0 17.5
|
24.5 to 9
|
34.5 t0 25
|
Absolute style
|
31 to 27
|
21 to 10
|
34 to24
|
middle change
|
29 to 8
|
25 to 8
|
36.5 to 19.5
|
Average change
|
29 to 12.5
|
24.6 to 8.5
|
36.5 to 18.75
|
Table 5 Recovery percentage and effect size of positive symtoms for research participants
|
score
|
Mean
|
Standard Deviation
|
Recovery Percentage
|
PND
|
POD
|
PAND
|
Effect Size
|
Participant
|
Final Baseline
|
Intervention
|
Follow-up
|
Baseline
|
Intervention
|
Baseline
|
intervention
|
Intervention
|
Follow-up
|
Intervention
|
Intervention
|
Intervention
|
Intervention
|
1
|
27
|
9
|
8
|
28.5
|
15.25
|
1.5
|
8.07
|
70%*
|
73%*
|
99.5
|
0.5
|
99.84
|
0.66*
|
2
|
25
|
8
|
10
|
23.6
|
12.25
|
1.8
|
4.28
|
62*
|
53*
|
100
|
0
|
100
|
3.24*
|
3
|
30
|
8
|
13
|
30
|
13.25
|
3.5
|
3.56
|
75*
|
58*
|
100
|
0
|
100
|
4.74*
|
Note: All numbers with asterisks are significant
Table 6 Recovery percentage and effect size of negative symptoms for research participants
|
score
|
Mean
|
Standard Deviation
|
Recovery Percentage
|
PND
|
POD
|
PAND
|
Effect Size
|
Participant
|
Final Baseline
|
Intervention
|
Follow-up
|
Baseline
|
Intervention
|
Baseline
|
Baseline
|
Intervention
|
Follow-up
|
Intervention
|
Intervention
|
Intervention
|
Intervention
|
1
|
31
|
7
|
7
|
29
|
12.5
|
2
|
0.38
|
74%*
|
74%*
|
75%
|
25%
|
99.8%
|
15.71*
|
2
|
21
|
8
|
8
|
24.6
|
8.5
|
2.8
|
0.86
|
68%*
|
68%*
|
100%
|
0
|
100%
|
8.46*
|
3
|
37
|
10
|
9
|
36.5
|
18.7
|
2.06
|
6.5
|
75%*
|
77%*
|
100%
|
0
|
100%
|
3.66*
|
Note: All numbers with asterisks are significant