DESCRIPTIVES
Descriptives
────────────────────────────────────────────────────────────────────────────────
P1_noAI_interval_seconds P1_withAI_interval_seconds
────────────────────────────────────────────────────────────────────────────────
N 781 781
Missing 0 0
Mean 39.26706 45.55466
Median 30.37200 35.18600
Mode 13.65200 16.79900
Standard deviation 28.60770 30.45369
Minimum 5.080000 7.275000
Maximum 219.9410 190.5670
──────────────────────────────────────────────────────────────────────────────── 15 Duration of Diagnosis compared to Pathologist Interpretations
15.1 Pathologist 1 Duration of Diagnosis compared to Pathologist Interpretations
Note for Pathologists: Descriptive statistics for Pathologist 1’s diagnosis time.
Note for Pathologists: Does Pathologist 1 take more or less time when they agree with the AI? This ANOVA test checks for significant differences in duration based on agreement status.
ONE-WAY ANOVA
One-Way ANOVA (Welch's)
───────────────────────────────────────────────────────────────────────────
F df1 df2 p
───────────────────────────────────────────────────────────────────────────
P1_withAI_interval_seconds 106.6321 2 31.10027 < .0000001
───────────────────────────────────────────────────────────────────────────
Group Descriptives
────────────────────────────────────────────────────────────────────────────────────────────────────
P1_withAI_AIAgree N Mean SD SE
────────────────────────────────────────────────────────────────────────────────────────────────────
P1_withAI_interval_seconds AI gereksiz şüphe koydu 13 56.72246 21.23131 5.888506
AI tanısına katıldım 650 38.95661 26.13862 1.025241
AI tanısına katılmadım 117 80.96718 29.05510 2.686145
──────────────────────────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Visualizing the relationship between Pathologist 1’s agreement with AI and the time taken for diagnosis.
Note for Pathologists: Does Pathologist 1 take less time when they find the AI “Helpful”?
ONE-WAY ANOVA
One-Way ANOVA (Welch's)
──────────────────────────────────────────────────────────────────────────
F df1 df2 p
──────────────────────────────────────────────────────────────────────────
P1_withAI_interval_seconds 14.11925 2 38.96617 0.0000244
──────────────────────────────────────────────────────────────────────────
Group Descriptives
───────────────────────────────────────────────────────────────────────────────────────────────────────
P1_withAI_AIHelpful N Mean SD SE
───────────────────────────────────────────────────────────────────────────────────────────────────────
P1_withAI_interval_seconds AI gereksizdi 718 43.96039 29.90444 1.116024
AI tanı vermeme engel oldu 21 64.92719 22.23136 4.851280
AI tanıya yardımcı oldu 41 63.54424 35.12056 5.484910
─────────────────────────────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Visualizing the relationship between Pathologist 1’s subjective “Helpfulness” rating and diagnosis duration.
15.2 Pathologist 2 Duration of Diagnosis compared to Pathologist Interpretations
Note for Pathologists: Descriptive statistics for Pathologist 2’s diagnosis time.
DESCRIPTIVES
Descriptives
────────────────────────────────────────────────────────────────────────────────
P2_noAI_interval_seconds P2_withAI_interval_seconds
────────────────────────────────────────────────────────────────────────────────
N 781 781
Missing 0 0
Mean 46.87239 43.53742
Median 40.11300 35.19500
Mode 2.152000 27.42700
Standard deviation 30.74828 28.21332
Minimum 2.152000 1.164000
Maximum 263.4270 203.1420
──────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Visualizing the relationship between Pathologist 2’s agreement with AI and the time taken for diagnosis.
Note for Pathologists: Visualizing the relationship between Pathologist 2’s subjective “Helpfulness” rating and diagnosis duration.
15.3 Pathologist 3 Duration of Diagnosis compared to Pathologist Interpretations
Note for Pathologists: Descriptive statistics for Pathologist 3’s diagnosis time.
DESCRIPTIVES
Descriptives
────────────────────────────────────────────────────────────────────────────────
P3_noAI_interval_seconds P3_withAI_interval_seconds
────────────────────────────────────────────────────────────────────────────────
N 781 781
Missing 0 0
Mean 45.97596 40.48444
Median 36.89200 28.77300
Mode 21.36800 4.067000
Standard deviation 27.54354 29.92676
Minimum 3.857000 4.067000
Maximum 154.7220 197.1340
──────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Does Pathologist 3 take more or less time when they agree with the AI?
ONE-WAY ANOVA
One-Way ANOVA (Welch's)
──────────────────────────────────────────────────────────────────────────
F df1 df2 p
──────────────────────────────────────────────────────────────────────────
P3_withAI_interval_seconds 27.25664 3 12.00737 0.0000121
──────────────────────────────────────────────────────────────────────────
Group Descriptives
──────────────────────────────────────────────────────────────────────────────────────────────────────
P3_withAI_AIAgree N Mean SD SE
──────────────────────────────────────────────────────────────────────────────────────────────────────
P3_withAI_interval_seconds AI gereksiz şüphe koydu 18 80.56817 36.33411 8.564031
AI tanısına katıldım 718 36.96589 26.89192 1.003598
AI tanısına katılmadım 35 78.02409 32.74951 5.535678
AI tümörü atlamış 4 107.85050 37.49632 18.748160
────────────────────────────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Visualizing the relationship between Pathologist 3’s agreement with AI and the time taken for diagnosis.
Note for Pathologists: Does Pathologist 3 take less time when they find the AI “Helpful”?
ONE-WAY ANOVA
One-Way ANOVA (Welch's)
───────────────────────────────────────────────────────────────────────────
F df1 df2 p
───────────────────────────────────────────────────────────────────────────
P3_withAI_interval_seconds 152.0072 2 69.15254 < .0000001
───────────────────────────────────────────────────────────────────────────
Group Descriptives
────────────────────────────────────────────────────────────────────────────────────────────────────────
P3_withAI_AIHelpful N Mean SD SE
────────────────────────────────────────────────────────────────────────────────────────────────────────
P3_withAI_interval_seconds AI gereksizdi 357 24.46429 11.28439 0.5972332
AI tanı vermeme engel oldu 28 82.16500 35.05502 6.6247764
AI tanıya yardımcı oldu 392 51.86745 33.00037 1.6667703
──────────────────────────────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Visualizing the relationship between Pathologist 3’s subjective “Helpfulness” rating and diagnosis duration.
15.4 Pathologist 4 Duration of Diagnosis compared to Pathologist Interpretations
Note for Pathologists: Descriptive statistics for Pathologist 4’s diagnosis time.
DESCRIPTIVES
Descriptives
────────────────────────────────────────────────────────────────────────────────
P4_noAI_interval_seconds P4_withAI_interval_seconds
────────────────────────────────────────────────────────────────────────────────
N 781 781
Missing 0 0
Mean 45.41891 49.78136
Median 33.74100 35.27700
Mode 30.73500 10.88700
Standard deviation 35.30081 36.52677
Minimum 1.669000 7.048000
Maximum 249.0570 297.4550
──────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Does Pathologist 4 take more or less time when they agree with the AI?
ONE-WAY ANOVA
One-Way ANOVA (Welch's)
──────────────────────────────────────────────────────────────────────────
F df1 df2 p
──────────────────────────────────────────────────────────────────────────
P4_withAI_interval_seconds 3.553222 3 4.565456 0.1119180
──────────────────────────────────────────────────────────────────────────
Group Descriptives
──────────────────────────────────────────────────────────────────────────────────────────────────────
P4_withAI_AIAgree N Mean SD SE
──────────────────────────────────────────────────────────────────────────────────────────────────────
P4_withAI_interval_seconds AI gereksiz şüphe koydu 3 118.62567 46.02752 26.574000
AI tanısına katıldım 765 49.06768 36.11708 1.305816
AI tanısına katılmadım 10 81.46180 39.65026 12.538513
AI tümörü atlamış 3 57.32300 21.01503 12.133035
────────────────────────────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Visualizing the relationship between Pathologist 4’s agreement with AI and the time taken for diagnosis.
Note for Pathologists: Does Pathologist 4 take less time when they find the AI “Helpful”?
ONE-WAY ANOVA
One-Way ANOVA (Welch's)
──────────────────────────────────────────────────────────────────────────
F df1 df2 p
──────────────────────────────────────────────────────────────────────────
P4_withAI_interval_seconds 12.84037 2 8.788816 0.0024654
──────────────────────────────────────────────────────────────────────────
Group Descriptives
─────────────────────────────────────────────────────────────────────────────────────────────────────────
P4_withAI_AIHelpful N Mean SD SE
─────────────────────────────────────────────────────────────────────────────────────────────────────────
P4_withAI_interval_seconds AI gereksizdi 766 49.08484 36.08270 1.303721
AI tanı vermeme engel oldu 8 102.82825 29.06123 10.274695
AI tanıya yardımcı oldu 7 65.37571 48.61750 18.375690
───────────────────────────────────────────────────────────────────────────────────────────────────────── Note for Pathologists: Visualizing the relationship between Pathologist 4’s subjective “Helpfulness” rating and diagnosis duration.
