Prevalence and Associated Risk Factors of Mental Health Disorders in Makkah’s Primary Care, Saudi Arabia: A Cross-Sectional Study from Secondary Data
Abstract
1. Introduction
2. Methods
2.1. Data Source and Collection
2.2. Study Design
2.3. Patient Characteristics
2.4. Statistical Analysis
3. Results
3.1. Sociodemographic Characteristics of the Population
3.2. Prevalence of Mental Disorders
3.3. Determinants of Mental Health Disorders
3.4. Depression
3.5. Anxiety
3.6. The Trend of Mental Health Disorders over Time
4. Discussion
4.1. Practical Implications
4.2. Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| PHCs | Primary Healthcare Centers |
| MDD | Major Depressive Disorders |
| SNMHS | Saudi National Mental Health Survey |
| KSA | Kingdom of Saudi Arabia |
| COVID-19 | Coronavirus Disease-19 |
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| Variable | Number | Frequency |
|---|---|---|
| Age group | ||
| 19–34 | 2726 | 44% |
| 35–49 | 2064 | 33% |
| 50–64 | 1052 | 17% |
| 65 or above | 391 | 6% |
| Gender | ||
| Female | 3100 | 50% |
| Male | 3133 | 50% |
| Nationality | ||
| Saudi | 5749 | 92% |
| Non-Saudi | 484 | 8% |
| Occupation | ||
| Public employee | 754 | 12% |
| Private employee | 634 | 10% |
| Unemployed | 4642 | 74% |
| Retired | 203 | 3% |
| Marital Status | ||
| Single | 2558 | 41% |
| Married | 2033 | 33% |
| Divorced, separated, or widowed | 1642 | 26% |
| Region | ||
| Central | 547 | 9% |
| East | 1463 | 24% |
| North | 654 | 11% |
| South | 1532 | 25% |
| West | 1616 | 26% |
| Periphery | 421 | 7% |
| Number of visits | ||
| One visit | 4977 | 80% |
| 2 visits | 798 | 15% |
| 3 or more visits | 458 | 7% |
| Year | ||
| 2022 | 2065 | 33% |
| 2023 | 2667 | 43% |
| 2024 (until May) | 1502 | 24% |
| Variable | Total Population | Depression | Anxiety | Other Mental Disorder |
|---|---|---|---|---|
| Age group | ||||
| 19–34 | 2726 (44%) | 1033 (41%) | 729 (47%) | 964 (44%) |
| 35–49 | 2064 (33%) | 844 (33%) | 507 (33%) | 713 (33%) |
| 50–64 | 1052 (17%) | 469 (19%) | 242 (16%) | 341 (16%) |
| 65 or above | 391 (6%) | 174 (7%) | 67 (4%) | 150 (7%) |
| Gender | ||||
| Female | 3100 (50%) | 1467 (58%) | 842 (55%) | 791 (36%) |
| Male | 3133 (50%) | 1053 (42%) | 703 (45%) | 1377 (64%) |
| Nationality | ||||
| Saudi | 5749 (92%) | 2348 (93%) | 1415 (92%) | 1986 (92%) |
| Non-Saudi | 484 (8%) | 172 (7%) | 130 (8%) | 182 (8%) |
| Occupation | ||||
| Public employee | 754 (12%) | 281 (11%) | 193 (12%) | 280 (13%) |
| Private employee | 634 (10%) | 249 (10%) | 158 (11%) | 227 (10%) |
| Unemployed | 4642 (74%) | 1907 (76%) | 1159 (75%) | 1576 (93%) |
| Retired | 203 (3%) | 83 (3%) | 35 (2%) | 85 (4%) |
| Marital Status | ||||
| Single | 2558 (41%) | 1112 (44%) | 662 (43%) | 784 (36%) |
| Married | 2033 (33%) | 758(30%) | 510 (33%) | 765 (35%) |
| Divorced, separated or Widowed | 1642 (26%) | 650 (26%) | 373 (24%) | 619 (29%) |
| Region | ||||
| Central | 547 (9%) | 229 (9%) | 124 (8%) | 194 (23%) |
| East | 1463 (24%) | 549 (22%) | 396 (26%) | 518 (24%) |
| North | 654 (11%) | 226 (9%) | 179 (11%) | 249 (11%) |
| South | 1532 (25%) | 702 (28%) | 377 (24%) | 453 (21%) |
| West | 1616 (26%) | 668 (27%) | 344 (22%) | 604 (27%) |
| Periphery | 421 (7%) | 146 (6%) | 125 (8%) | 150 (7%) |
| Number of visits | ||||
| One visit | 4977 (80%) | 1926 (76%) | 1246 (81%) | 1805 (83%) |
| 2 visits | 798 (15%) | 374 (15%) | 188 (12%) | 236 (11%) |
| 3 or more visits | 458 (7%) | 220 (9%) | 111 (7%) | 127 (6%) |
| Year | ||||
| 2022 | 2065 (33%) | 851 (34%) | 511 (33%) | 702 (32%) |
| 2023 | 2667 (43%) | 1100 (44%) | 634 (41%) | 933 (43%) |
| 2024 (until May) | 1502 (24%) | 569 (23%) | 400 (26%) | 533 (26%) |
| Total | 6233 (100%) | 2520 | 1.545 | 2168 |
| Variable | Depression | Anxiety | ||
|---|---|---|---|---|
| OR [CI] | p-Value | OR [CI] | p-Value | |
| Age group (Refs: [19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34]) | ||||
| 35–49 | 1.09 [0.96, 1.24] | 0.157 | 0.85 [0.73, 0.97] | 0.022 |
| 50–64 | 1.16 [0.99, 1.37] | 0.059 | 0.76 [0.64, 0.92] | 0.004 |
| 65 or above | 1.15 [0.91, 1.45] | 0.224 | 0.54 [0.41, 0.72] | 0.000 |
| Sex (Ref: Male) | ||||
| Female | 1.74 [1.52, 1.95] | 0.000 | 1.32 [1.16, 1.48] | 0.000 |
| Nationality (Ref: Saudi) | ||||
| Non-Saudi | 1.25 [1.02, 1.54] | 0.026 | 1.23 [0.69, 1.07] | 0.181 |
| Occupation (Ref: Unemployed) | ||||
| Public employee | 0.94 [0.79, 1.12] | 0.501 | 1.08 [0.89, 1.31] | 0.393 |
| Public employee | 1.09 [0.91, 1.31] | 0.311 | 1.03 [0.86, 1.26] | 0.724 |
| Retired | 1.11 [0.83, 1.51] | 0.503 | 0.86 [0.54, 1.19] | 0.279 |
| Marital Status (Ref: Single) | ||||
| Married | 0.84 [0.72, 0.96] | 0.013 | 0.86 [0.73, 0.99] | 0.039 |
| Divorced, separated or Widowed | 0.89 [0.77, 1.02] | 0.096 | 0.79 [0.68, 0.93] | 0.003 |
| Region (Ref: East) | ||||
| Central | 1.28 [1.05, 1.58] | 0.015 | 0.78 [0.62, 0.98] | 0.039 |
| North | 0.83 [0.68, 1.02] | 0.067 | 1.02 [0.85, 1.23] | 0.972 |
| South | 1.31 [1.13, 1.51] | 0.001 | 0.86 [0.74, 1.02] | 0.091 |
| West | 1.13 [0.96, 1.31] | 0.117 | 0.72 [0.61, 0.86] | 0.000 |
| Periphery | 0.84 [0.66, 1.06] | 0.143 | 1.11 [0.88, 1.42] | 0.375 |
| Number of visits (Ref: One visit | ||||
| 2 visits | 1.37 [1.18, 1.61] | 0.001 | 0.92 [0.77, 1.09] | 0.334 |
| 3 or more visits | 1.38 [1.13, 1.67] | 0.001 | 0.95 [0.76, 1.18] | 0.630 |
| Year (from January 2022 to June 2022) | ||||
| 0.99 [0.98, 1.02] | 0.196 | 1.02 [1.01, 1.03] | 0.002 | |
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Arbaein, T.J.; Alandijani, A.A.; Shah, M.; Alharbi, K.K.; Alzahrani, S.; Ennaceur, S.; Alfahmi, A.A.; Alharthi, K.O. Prevalence and Associated Risk Factors of Mental Health Disorders in Makkah’s Primary Care, Saudi Arabia: A Cross-Sectional Study from Secondary Data. J. Mind Med. Sci. 2026, 13, 1. https://doi.org/10.3390/jmms13010001
Arbaein TJ, Alandijani AA, Shah M, Alharbi KK, Alzahrani S, Ennaceur S, Alfahmi AA, Alharthi KO. Prevalence and Associated Risk Factors of Mental Health Disorders in Makkah’s Primary Care, Saudi Arabia: A Cross-Sectional Study from Secondary Data. Journal of Mind and Medical Sciences. 2026; 13(1):1. https://doi.org/10.3390/jmms13010001
Chicago/Turabian StyleArbaein, Turky J., Afnan A. Alandijani, Mohammad Shah, Khulud K. Alharbi, Sahal Alzahrani, Soukaina Ennaceur, Afrah A. Alfahmi, and Khawlah O. Alharthi. 2026. "Prevalence and Associated Risk Factors of Mental Health Disorders in Makkah’s Primary Care, Saudi Arabia: A Cross-Sectional Study from Secondary Data" Journal of Mind and Medical Sciences 13, no. 1: 1. https://doi.org/10.3390/jmms13010001
APA StyleArbaein, T. J., Alandijani, A. A., Shah, M., Alharbi, K. K., Alzahrani, S., Ennaceur, S., Alfahmi, A. A., & Alharthi, K. O. (2026). Prevalence and Associated Risk Factors of Mental Health Disorders in Makkah’s Primary Care, Saudi Arabia: A Cross-Sectional Study from Secondary Data. Journal of Mind and Medical Sciences, 13(1), 1. https://doi.org/10.3390/jmms13010001

