| Literature DB >> 36141519 |
Khalid A Bin Abdulrahman1, Abdulaziz Yahya Alsharif2, Abdulrahman Bandar Alotaibi2, Abdulrahman Ali Alajaji2, Abdullah Ali Alhubaysh2, Abdulrahman Ibrahim Alsubaihi2, Nahaa Eid Alsubaie3.
Abstract
BACKGROUND: People nowadays are more concerned about their financial status and how to improve their quality of life; one method is day trading. This study aims to investigate the association between stress or anxiety and day trading among day traders in Saudi Arabia.Entities:
Keywords: Saudi Arabia; anxiety; day traders; mental health; stress; work stress
Mesh:
Year: 2022 PMID: 36141519 PMCID: PMC9517472 DOI: 10.3390/ijerph191811252
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Reliability and Construct Validity.
| Estimate | Construct | Estimate λ | Cronbach’s α | AVE * | CR ** | MSV *** | CV **** | DV ***** |
|---|---|---|---|---|---|---|---|---|
| Stress | S1 | 0.715 | 0.84 | 0.51 | 0.88 | 0.46 | Yes | Yes |
| S2 | 0.675 | |||||||
| S3 | 0.778 | |||||||
| S4 | 0.813 | |||||||
| S5 | 0.725 | |||||||
| S6 | 0.707 | |||||||
| S7 | 0.572 | |||||||
| Anxiety | A1 | 0.741 | 0.82 | 0.50 | 0.87 | 0.46 | Yes | Yes |
| A2 | 0.764 | |||||||
| A3 | 0.748 | |||||||
| A4 | 0.728 | |||||||
| A5 | 0.729 | |||||||
| A6 | 0.726 | |||||||
| A7 | 0.426 |
* Average variance extracted (AVE), ** Composite reliability (CR), *** Maximum shared variance (MSV), **** Convergent Validity, ***** Discriminant Validity.
Characteristics of the Saudi day trader sample (N = 387).
| Number | % | |||
|---|---|---|---|---|
|
| Female | 27 | 7.0% | |
| Male | 360 | 93% | ||
|
| 18–35 | 215 | 55.6% | |
| 36–55 | 137 | 35.4% | ||
| ≥56 | 35 | 9.0% | ||
|
| Below university | 73 | 18.9% | |
| University | 249 | 64.3% | ||
| Post-Graduate education | 48 | 12.4% | ||
| Others | 17 | 4.4% | ||
|
| Southern region | 28 | 7.2% | |
| Northern region | 21 | 5.4% | ||
| Eastern Region | 85 | 52.2% | ||
| Western Region | 51 | 13.2% | ||
| Central Region | 202 | 85.0% | ||
|
| ||||
|
| No | 381 | 98.4% | |
|
| No | 354 | 91.5% | |
|
| No | 362 | 93.5% | |
|
| No | 371 | 95.9% | |
Stress indicators of the Saudi day traders.
| 1. Not Applicable | 2. Somewhat | 3. Most of the Time | 4. All the Time | |
|---|---|---|---|---|
| I find it difficult to calm down after anger | 144 (37.2%) | 141 (36.2%) | 54 (14.0%) | 48 (12.4%) |
| I tend to overreact to circumstances and events | 128 (33.1%) | 174 (45%) | 65 (16.8%) | 20 (5.2%) |
| I felt like I was consuming too much nervous energy and consuming too much of my nervous tension | 118 (30.5%) | 160 (41.3%) | 72 (18.6%) | 37 (9.6%) |
| I felt disturbed and upset | 124 (32.0%) | 164 (42.4%) | 78 (20.2%) | 21 (5.4%) |
| I find it difficult to relax and rest | 171 (44.2%) | 139 (35.9%) | 52 (13.4%) | 25 (6.5%) |
| I couldn’t bear anything turning me back from what I wanted to do | 145 (37.5%) | 142 (36.7%) | 56 (14.5%) | 44 (11.4%) |
| I felt inclined to get angry quickly | 257 (66.4%) | 88 (22.7%) | 12 (3.1%) | 30 (7.8%) |
Stress and anxiety indicators of the Saudi day traders.
| 1. Not Applicable | 2. Somewhat | 3. Most of the Time | 4. All the Time | |
|---|---|---|---|---|
| I felt dryness in my throat | 275 (71.1%) | 74 (19.1%) | 15 (3.9%) | 23 (5.It%) |
| I felt hard to breathe | 261 (67.4%) | 91 (23.5%) | 10 (2.6%) | 25 (6.5%) |
| I felt trembling in the hands | 236 (61.0%) | 97 (25.1%) | 19 (4.9%) | 35 (9.0%) |
| I was afraid of situations where I might lose control of my nerves and cause myself the embarrassment. | 265 (68.5%) | 83 (21.4%) | 18 (4.7%) | 21 (5.4%) |
| I felt on the verge of falling into sudden terror for no reason | 237 (61.2%) | 96 (24.8%) | 18 (4.7%) | 36 (9.3%) |
| I felt my heart beat faster without any physical effort | 227 (58.7%) | 103 (26.6%) | 17 (4.4%) | 40 (10.3%) |
Correlation matrix of the 14 items of the Stress and Anxiety Scale.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 0.318 ** | 0.463 ** | 0.584 ** | 0.469 ** | 0.391 ** | 0.318 ** | 0.213 ** | 0.264 ** | 0.397 ** | 0.294 ** | 0.329 ** | 0.456 ** | 0.354 ** |
| 2 | 1 | 0.522 ** | 0.437 ** | 0.354 ** | 0.465 ** | 0.301 ** | 0.251 ** | 0.297 ** | 0.330 ** | 0.301 ** | 0.233 ** | 0.244 ** | 0.418 ** | |
| 3 | 1 | 0.601 ** | 0.415 ** | 0.436 ** | 0.407 ** | 0.244 ** | 0.323 ** | 0.390 ** | 0.271 ** | 0.264 ** | 0.337 ** | 0.403 ** | ||
| 4 | 1 | 0.497 ** | 0.515 ** | 0.345 ** | 0.338 ** | 0.344 ** | 0.416 ** | 0.364 ** | 0.324 ** | 0.338 ** | 0.357 ** | |||
| 5 | 1 | 0.485 ** | 0.406 ** | 0.296 ** | 0.320 ** | 0.437 ** | 0.425 ** | 0.355 ** | 0.502 ** | 0.375 ** | ||||
| 6 | 1 | 0.221 ** | 0.319 ** | 0.301 ** | 0.441 ** | 0.380 ** | 0.369 ** | 0.322 ** | 0.342 ** | |||||
| 7 | 1 | 0.351 ** | 0.289 ** | 0.366 ** | 0.273 ** | 0.239 ** | 0.331 ** | 0.237 ** | ||||||
| 8 | 1 | 0.565 ** | 0.427 ** | 0.462 ** | 0.478 ** | 0.409 ** | 0.214 ** | |||||||
| 9 | 1 | 0.531 ** | 0.444 ** | 0.458 ** | 0.421 ** | 0.238 ** | ||||||||
| 10 | 1 | 0.443 ** | 0.484 ** | 0.451 ** | 0.271 ** | |||||||||
| 11 | 1 | 0.430 ** | 0.528 ** | 0.190 ** | ||||||||||
| 12 | 1 | 0.440 ** | 0.224 ** | |||||||||||
| 13 | 1 | 0.281 ** | ||||||||||||
| 14 | 1 |
Note: **, p < 0.01.
Figure 1Prevalence of Stress Among Day Traders.
Figure 2Prevalence of Anxiety Among Day Traders.
The normality of anxiety and stress scores.
| Min | Max | M | SD | Skewness | Kurtosis | |
|---|---|---|---|---|---|---|
| Stress score | 0.00 | 40.00 | 12.72 | 9.14 | 0.71 | 0.04 |
| Anxiety score | 0.00 | 40.00 | 8.62 | 8.63 | 1.32 | 1.27 |
Pearson correlation test showed a significant positive correlation between anxiety and stress scores, r(385) = 0.675, p < 0.001.
Stress determinants to sex and medical conditions.
| Age | Education | Gender | Heart Disease | Diabetes | Hypertension | Other | |
|---|---|---|---|---|---|---|---|
| χ2 ( | χ2 ( | χ2 ( | χ2 ( | χ2 ( | χ2 ( | χ2 ( | |
| I find it difficult to calm down after anger | 9.43 (0.151) |
| 1.96 (0.580) | 0.16 (0.983) | 4.71 (0.194) |
| 1.19 (0.756) |
| I tend to overreact to circumstances and events | 10.79 (0.095) |
| 3.05 (0.383) | 4.21 (0.239) | 0.84 (0.839) |
| 7.73 (0.052) |
| I felt like I was consuming too much nervous energy |
|
| 3.87 (0.276) | 3.19 (0.371) | 5.53 (0.137) | 5.34 (0.148) |
|
| I felt disturbed and upset | 6.73 (0.347) | 8.34 (0.500) | 0.33 (0.954) | 5.72 (0.126) | 3.19 (0.363) |
|
|
| I find it difficult to relax and rest | 8.51 (0.203) |
| 1.42 (0.700) | 7.81 (0.050) | 1.80 (0.614) |
| 1.57 (0.667) |
| I couldn’t bear anything turning me back from what I wanted to do |
| 4.79 (0.852) | 1.81 (0.614) | 3.23 (0.358) | 5.12 (0.163) |
| 7.33 (0.062) |
| I felt inclined to get angry quickly |
|
| 2.15 (0.541) | 2.90 (0.407) | 3.00 (0.391) |
| 7.06 (0.070) |
The chi-square results in Table 7 show that stress levels have an association with education (p = 0.007), hypertension (p = 005), and other medical conditions (p = 006); in addition to that, anxiety levels have a significant association with education (p = 043).
Stress and Anxiety Levels in Relation to Gender, Age, Education, and Medical Conditions.
| Age | Education | Gender | Heart Disease | Diabetes | Hypertension | Other | |
|---|---|---|---|---|---|---|---|
| χ2 ( | χ2 ( | χ2 ( | χ2 ( | χ2 ( | χ2 ( | χ2 ( | |
| Stress Level | 16.34 (0.38) |
| 1.47 (0.831) | 1.38 (0.848) | 4.22 (0.377) |
|
|
| Anxiety Level | 10.04 (0.262) |
| 3.14 (0.535) | 2.92 (0.571) | 1.17 (0.882) | 7.06 (0.133) | 9.05 (0.060) |