Table 1 Tinnitus perception analysis by sex

From: Process mining in mHealth data analysis

 

Female

Male

Number of cases

1090

2199

Number of activity instances

26,402

82,945

Case ∣ Relative ∣ Total ∣ Average - 1

991

90.92%

20,503

18.81

2026

92.13%

67,267

30.59

Case ∣ Relative ∣ Total ∣ Average - 0

480

44.04%

5899

5.41

864

39.29%

15,678

7.13

Case ∣ Relative ∣ Total ∣ Average - 1 to 1

663

60.83%

17,843

16.37

1326

60.30%

61,030

27.75

Case ∣ Relative ∣ Total ∣ Average - 0 to 0

271

24.86%

3920

3.60

477

21.69%

10,961

4.98

Case ∣ Relative ∣ Total ∣ Average - 1 to 0

343

31.47%

1788

1.64

633

28.79%

4433

2.02

Case ∣ Relative ∣ Total ∣ Average - 0 to 1

345

31.65%

1761

1.62

599

27.24%

4322

1.97

  1. This table provides an analysis of tinnitus between female (i.e., total of 1,090 users with 26,402 activity instances) and male (i.e., total of 2,199 users with 82,945 activity instances) TYT users across various metrics, including the number of cases, activity instances, frequencies of (non-)tinnitus episodes, and related transitions (i.e., shifts from non-tinnitus (0) to tinnitus perception (1) and vice versa). The analysis includes several perspectives: case (i.e., the number of cases in which a particular condition or transition occurs at least once, helping to understand how common the condition is among the participants), relative (i.e., the percentage of cases in which a specific condition or transition occurs relative to the total number of cases, providing insight into the prevalence of the condition within each group), total (i.e., the overall number of times a particular condition or transition is recorded across all cases, highlighting the intensity or recurrence of the condition within the group), and average Frequency (i.e., the average number of times a condition or transition occurs per case, assessing the typical frequency of episodes experienced by each participant). For example, based on tinnitus perception, out of 2,199 men, 2,026 (or 92.13 %) experienced tinnitus. These men reported a total of 67,267 tinnitus episodes, with an average of 30.59 episodes per person.
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