1. Background
2. Objectives
3. Design
3.1. Study Design and Sample
3.2. Measurement of Psychosocial Work Environment
3.3. Statistical Analysis
4. Results
| Total | Females | Males | P Valueb | |
|---|---|---|---|---|
| Age group, y | < 0.001 | |||
| Under 30 | 1543 (30) | 1154 (35) | 389 (21) | |
| Between 31 and 50 | 2835 (55) | 1737 (53) | 1098 (60) | |
| More than 51 | 740 (15) | 402 (12) | 338 (19) | |
| Education | < 0.001 | |||
| High school and less | 1886 (36) | 806 (25) | 1080 (60) | |
| Technician | 597 (12) | 419 (13) | 178 (10) | |
| Bachelor and MSc | 2263 (45) | 1873 (57) | 390 (21) | |
| PhD | 51 (1) | 22 (1) | 29 (2) | |
| Physician | 285 (6) | 151 (4) | 134 (7) | |
| Job Title | < 0.001 | |||
| Physician | 277 (6) | 143 (5) | 134 (7) | |
| Nurse | 1205 (24) | 963 (30) | 242 (14) | |
| Health expert | 885 (18) | 696 (22) | 189 (11) | |
| Office worker | 1406 (28) | 914 (28) | 492 (28) | |
| Simple worker | 1207 (24) | 491 (15) | 716 (40) | |
| Shift work | < 0.001 | |||
| Day shift | 3058 (62) | 1986 (62) | 1072 (61) | |
| Afternoon shift | 67 (1) | 36 (1) | 31 (2) | |
| Night shift | 239 (5) | 143 (4) | 96 (5) | |
| Two shifts | 489 (10) | 317 (10) | 172 (10) | |
| Three shifts | 653 (13) | 417 (13) | 236 (14) | |
| Not-fixed working hours | 395 (8) | 282 (9) | 113 (6) | |
| Others | 50 (1) | 19 (1) | 31 (2) | |
| Working hours, H/W | < 0.001 | |||
| Full time 44 | 2558 (52) | 1715 (53) | 843 (48) | |
| Full time more than 44 | 1829 (37) | 1086 (34) | 743 (42) | |
| Part time (20 - 40) | 577 (11) | 405 (13) | 172 (10) | |
| Income, mil Rials | < 0.001 | |||
| Less than 5 | 3878 (76) | 2592 (78) | 1286 (70) | |
| Between 5 and 10 | 1124 (21) | 660 (20) | 464 (25) | |
| More than 10 | 133 (3) | 51 (2) | 82 (5) | |
| Work place | < 0.001 | |||
| University campus | 847 (17) | 437 (14) | 410 (23) | |
| Hospital | 2831 (57) | 1841 (57) | 990 (56) | |
| District health office | 303 (6) | 185 (6) | 118 (6) | |
| Urban health center | 900 (18) | 676 (21) | 224 (13) | |
| Rural health center | 107 (2) | 77 (2) | 30 (2) |
aValues are expressed as No. (%).
bChi-square test.
| Context and Level of Dimensions | Scores | Number of Questions (Item) | Study Population | German Hospital Workers | German All Occupation | Danish All Occupation |
|---|---|---|---|---|---|---|
| D1: Type of production & tasks (Work place) | 1. Quantitative demands | 4 | 58 (19) | 57 (17) | 59 (18) | 47 (19) |
| 2. Cognitive demands | 4 | 63 (18) | - | 63 (21) | 63 (21) | |
| 3. Emotional demands | 3 | 54 (28) | 64 (19) | 58 (20) | 38 (25) | |
| 4. Demands for hiding emotions | 2 | 44 (25) | 51 (21) | 48 (22) | 30 (23) | |
| 5. Sensory demands | 4 | 73 (19) | - | 62 (23) | 62 (23) | |
| D2: Work organization & job content | 6. Influence at work | 4 | 44 (20) | 41 (20) | 45 (22) | 55 (24) |
| 7. Possibilities for development | 4 | 58 (22) | 70 (16) | 69 (18) | 72 (19) | |
| 8. Degree of freedom at work | 4 | 28 (18) | 42 (18) | 44 (24) | 65 (25) | |
| 9. Meaning of work | 3 | 71 (18) | 82 (16) | 77 (18) | 78 (16) | |
| 10. Commitment to the work place | 4 | 61 (22) | 56 (19) | 56 (20) | 57 (21) | |
| D3: Interpersonal relations & leadership | 11. Predictability | 2 | 56 (21) | 55 (21) | 51 (23) | 60 (23) |
| 12. Role clarity | 4 | 70 (17) | 78 (15) | 74 (18) | 76 (15) | |
| 13. Role conflicts | 4 | 44 (23) | 47 (20) | 47 (20) | 37 (18) | |
| 14. Quality of leadership | 4 | 58 (25) | 55 (25) | 47 (26) | 55 (21) | |
| 15. Social Support | 4 | 50 (22) | 70 (20) | 63 (21) | 68 (20) | |
| 16. Feedback at work | 2 | 44 (25) | 45 (21) | 39 (23) | 39 (23) | |
| 17. Social relations | 2 | 52 (20) | 70 (20) | 45 (28) | 68 (30) | |
| 18. Sense of community | 3 | 81 (17) | 77 (18) | 74 (18) | 82 (17) | |
| D4: Work-individual interface | 19. Insecurity at work | 4 | 39 (36) | 33 (22) | 26 (22) | 17 (25) |
| 20. Job satisfaction | 4 | 65 (16) | 62 (15) | 62 (16) | 68 (17) | |
| D5: Health and well-being (individual) | 21. General health | 5 | 53 (11) | 73 (18) | 73 (18) | 81 (17) |
| 22. Mental health | 5 | 35 (10) | - | - | 79 (15) | |
| 23. Vitality | 4 | 41 (11) | - | - | 64 (19) | |
| 24. Behavioural stress | 4 | 29 (23) | - | - | 17 (17) | |
| 25. Somatic stress | 4 | 18 (18) | - | - | 19 (16) | |
| 26. Cognitive stress | 4 | 22 (21) | 28 (18) | 28 (19) | 20 (18) |
aValues are expressed as mean (SD).
4.1. International Comparison
4.2. Comparisons Between Occupational Groups in Iran
| Context and Level | Scores | Mean (SE)a | Univariate Testb | ||||
|---|---|---|---|---|---|---|---|
| Physician | Nurse | Health expert | Office worker | Simple worker | |||
| D1: Type of production & tasks (Work place) | 1. Quantitative demands | 54.7 (1.17) | 64.0 (0.61) | 53.5 (0.70) | 56.3 (0.56) | 57.3 (0.58) | < 0.01 |
| 2. Cognitive demands | 69.9 (1.06) | 69.0 (0.55) | 60.9 (0.63) | 62.0 (0.50) | 57.9 (0.53) | < 0.01 | |
| 3. Emotional demands | 59.8 (1.79) | 69.8 (0.82) | 53.1 (0.94) | 42.3 (0.74) | 48.0 (0.78) | < 0.01 | |
| 4. Demands for hiding emotions | 45.9 (1.48) | 51.7 (0.78) | 42.8 (0.88) | 38.5 (0.70) | 42.2 (0.74) | < 0.01 | |
| 5. Sensory demands | 75.6 (1.18) | 81.4 (0.62) | 71.4 (0.71) | 68.6 (0.57) | 69.3 (0.59) | < 0.01 | |
| D2: Work organization & job content | 6. Influence at work | 51.9 (1.20) | 44.5 (0.63) | 43.9 (0.72) | 45.0 (0.58) | 43.5 (0.61) | < 0.01 |
| 7. Possibilities for development | 71.5 (1.29) | 64.2 (0.68) | 60.3 (0.77) | 57.0 (0.61) | 51.7 (0.64) | < 0.01 | |
| 8. Degree of freedom at work | 38.3 (1.07) | 25.2 (0.56) | 32.7 (0.64) | 31.0 (0.51) | 24.3 (0.53) | < 0.01 | |
| 9. Meaning of work | 74.5 (1.14) | 72.5 (0.60) | 70.5 (0.68) | 70.7 (0.54) | 71.4 (0.57) | < 0.01 | |
| 10. Commitment to the work place | 65.0 (1.35) | 59.9 (0.70) | 60.4 (0.80) | 62.3 (0.64) | 64.4 (0.67) | < 0.01 | |
| D3: Interpersonal relations & leadership | 11. Predictability | 55.9 (21.7) | 56.4 (20.8) | 54.1 (19.7) | 56.1 (21.4) | 58.1 (22.4) | < 0.01 |
| 12. Role clarity | 72.8 (15.6) | 70.4 (16.2) | 69.8 (15.9) | 70.1 (16.9) | 70.6 (17.4) | 0.07 | |
| 13. Role conflicts | 42.7 (21.4) | 49.0 (22.2) | 42.0 (21.1) | 43.7 (22.9) | 42.6 (23.6) | < 0.01 | |
| 14. Quality of leadership | 54.1 (24.0) | 55.5 (24.8) | 54.1 (24.4) | 58.0 (25.3) | 64.6 (25.3) | < 0.01 | |
| 15. Social Support | 48.7 (20.8) | 51.0 (21.6) | 50.4 (20.4) | 49.3 (22.7) | 51.5 (23.9) | 0.06 | |
| 16. Feedback at work | 40.3 (22.5) | 43.7 (24.2) | 41.2 (23.4) | 41.7 (25.3) | 49.9 (27.3) | < 0.01 | |
| 17. Social relations | 56.8 (19.6) | 49.1 (18.6) | 51.9 (18.9) | 52.7 (20.8) | 51.1 (22.1) | < 0.01 | |
| 18. Sense of community | 78.2 (16.6) | 79.8 (17.4) | 79.7 (17.5) | 81.1 (17.7) | 83.2 (17.1) | < 0.01 | |
| D4: Work-individual interface | 19. Insecurity at work | 20.8 (29.2) | 24.3(31.8) | 32.7 (31.8) | 43.9 (35.3) | 55.9 (37.0) | < 0.01 |
| 20. Job satisfaction | 66.7 (13.9) | 61.2(16.3) | 63.6 (15.9) | 65.6 (15.9) | 66.9 (17.6) | < 0.01 | |
| D5: Health and well-being (individual) | 21. General health | 52.2 (9.1) | 52.1 (10.4) | 52.5 (10.0) | 52.8 (10.5) | 53.6 (11.9) | < 0.01 |
| 22. Mental health | 36.0 (8.4) | 36.1 (10.0) | 35.9 (9.4) | 35.2 (9.6) | 34.6 (10.9) | < 0.01 | |
| 23. Vitality | 41.0 (10.1) | 40.9 (11.2) | 40.4 (10.7) | 40.1 (10.8) | 40.9 (12.9) | 0.33 | |
| 24. Behavioural stress | 26.5 (22.7) | 33.2 (24.1) | 27.6 (23.0) | 26.3 (22.0) | 28.3 (24.1) | < 0.01 | |
| 25. Somatic stress | 18.1 (17.5) | 22.0 (19.9) | 16.9 (17.5) | 16.1 (17.5) | 17.3 (19.4) | < 0.01 | |
| 26. Cognitive stress | 24.8 (20.3) | 25.8 (21.5) | 22.2 (19.7) | 20.3 (19.4) | 20.8 (21.1) | < 0.01 | |
aAll models are adjusted for Age and Gender.Main effect test value.
bAll univariate tests are adjusted for multiple comparison by Bonferroni adjustment.
| Univariate Analysis of Variance and Covariance (LS-Means ± SE)a | Multivariate Analysis | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| D1- Type of Production and Tasks (Work Place) | P Value | D2- Work Organization and Job Content | P Value | D3- Interpersonal Relations & Leadership | P Value | D4- Work-Individual Interface | P Value | D5- Health and Well-Being (Individual) | P value | Multivariate Tests (Wilks Lambda)b | Partial Eta-Squared (Effect Size) | |
| P Value | ||||||||||||
| Overall mean (Suggested cut-off point)c | 290.92 ± 5.36 | 285.92 ± 5.12 | 485.47 ± 8.12 | 94.76 ± 2.84 | 360.10 ± 4.13 | |||||||
| Age | 0.18 | < 0.01 | 0.80 | < 0.01 | 0.40 | < 0.01 | 0.010 | |||||
| 1 Equal or less than 30(Ref) | 287.53 ± 5.81 | 279.45 ± 5.55 | 486.85 ± 8.79 | 100.58 ± 3.07 | 362.02 ± 4.47 | |||||||
| 2 Between 31and 50 | 292.92 ± 5.38 | 284.66 ± 5.15 | 483.99 ± 8.16 | 91.55 ± 2.85 | 359.04 ± 4.15 | |||||||
| 3 Equal or more than 51 | 292.29 ± 6.18 | 293.65 ± 5.91 | 485.56 ± 9.16 | 92.12 ± 3.27 | 359.22 ± 4.77 | |||||||
| Job title | < 0.01 | 0.31 | 0.28 | < 0.01 | < 0.01 | < 0.01 | 0.025 | |||||
| 1 Physician(Ref) | 300.95 ± 8.02 | 292.71 ± 7.66 | 480.36 ± 12.15 | 100.80 ± 4.23 | 354.13 ± 6.18 | |||||||
| 2 Nurse | 317.70 ± 3.48 | 287.17 ± 6.20 | 482.89 ± 9.82 | 81.23 ± 3.43 | 355.20 ± 5.00 | |||||||
| 3 Health Expert | 280.29 ± 6.70 | 286.67 ± 6.40 | 484.60 ± 10.15 | 93.68 ± 3.54 | 365.91 ± 5.17 | |||||||
| 4 Office Worker | 272.71 ± 6.68 | 283.98 ± 6.39 | 483.66 ± 10.13 | 97.70 ± 3.54 | 365.34 ± 5.16 | |||||||
| 5 Simple worker | 282.91 ± 6.81 | 279.04 ± 6.51 | 495.82 ± 10.32 | 100.34 ± 3.60 | 359.89 ± 5.25 | |||||||
| Gender | 0.14 | < 0.01 | 0.05 | < 0.01 | < 0.01 | < 0.01 | 0.019 | |||||
| 1 Women(ref) | 293.12 ± 5.65 | 281.23 ± 5.41 | 481.06 ± 8.57 | 91.95 ± 2.99 | 352.47 ± 4.36 | |||||||
| 2 Men | 288.71 ± 5.47 | 290.61 ± 5.23 | 489.87 ± 8.29 | 97.56 ± 2.89 | 367.72 ± 4.22 | |||||||
| Shift Work | < 0.01 | 0.11 | 0.19 | 0.48 | 0.13 | < 0.01 | 0.007 | |||||
| 1 Day Time (Ref) | 275.49 ± 4.53 | 290.61 ± 4.34 | 487.19 ± 6.87 | 97.61 ± 2.40 | 362.63 ± 3.50 | |||||||
| 4 Two Shifts | 294.37 ± 5.89 | 289.89 ± 5.63 | 491.53 ± 8.93 | 96.31 ± 3.12 | 359.77 ± 4.54 | |||||||
| 5 Three Shifts | 294.37 ± 5.76 | 284.69 ± 5.50 | 485.30 ± 8.73 | 93.11 ± 3.04 | 363.61 ± 4.44 | |||||||
| Working Hours | < 0.01 | 0.35 | 0.34 | < 0.01 | 0.06 | < 0.01 | 0.007 | |||||
| 1 Full time 44H/week (Ref) | 290.30 ± 5.52 | 288.42 ± 5.28 | 484.37 ± 8.37 | 91.31 ± 2.92 | 362.42 ± 4.26 | |||||||
| 2 Full time more than 44H/W | 299.20 ± 5.53 | 286.50 ± 5.29 | 481.17 ± 8.38 | 92.48 ± 2.93 | 357.17 ± 4.27 | |||||||
| 3 part time (20-40H/W) | 283.23 ± 6.32 | 282.84 ± 6.04 | 490.86 ± 9.58 | 100.47 ± 3.34 | 360.69 ± 4.87 | |||||||
| War History | 0.89 | < 0.01 | < 0.01 | 0.16 | 0.78 | < 0.01 | 0.006 | |||||
| 1 Yes | 290.62 ± 6.29 | 293.67 ± 6.01 | 494.80 ± 9.53 | 93.13 ± 3.33 | 360.56 ± 4.85 | |||||||
| 2 No (Ref) | 291.20 ± 5.24 | 278.16 ± 5.01 | 476.13 ± 7.94 | 96.38 ± 2.77 | 359.63 ± 4.04 | |||||||
| Personal belief on General Health | < 0.01 | < 0.01 | < 0.01 | 0.01 | < 0.01 | < 0.01 | 0.044 | |||||
| 1 Excellent(Ref) | 285.17 ± 5.63 | 296.44 ± 5.38 | 505.58 ± 8.53 | 97.50 ± 2.98 | 382.41 ± 4.34 | |||||||
| 2 Good | 292.24 ± 5.45 | 286.77 ± 5.21 | 486.54 ± 8.25 | 94.502.88 | 359.37 ± 4.20 | |||||||
| 3 Not good or bad | 295.33 ± 5.94 | 274.54 ± 5.67 | 464.28 ± 9.00 | 92.26 ± 3.14 | 338.51 ± 4.58 | |||||||
| Income | 0.07 | 0.12 | 0.07 | 0.09 | 0.03 | < 0.01 | 0.004 | |||||
| 1 Less than 5 million Rials | 287.37 ± 5.09 | 279.91 ± 4.87 | 476.38 ± 7.72 | 96.35 ± 2.69 | 354.81 ± 3.93 | |||||||
| 2 Between 5 and 10 million Rials | 294.51 ± 5.49 | 283.30 ± 5.25 | 485.64 ± 8.32 | 92.86 ± 2.90 | 354.02 ± 4.23 | |||||||
| 3 More than 10 million Rials (Ref) | 290.85 ± 8.98 | 294.54 ± 8.58 | 494.38 ± 13.61 | 95.04 ± 4.75 | 371.45 ± 6.93 | |||||||
| Work Place | < 0.01 | < 0.01 | 0.02 | 0.18 | 0.10 | < 0.01 | 0.013 | |||||
| 1 University campus (Ref) | 283.30 ± 5.80 | 283.07 ± 5.55 | 471.84 ± 8.79 | 97.74 ± 3.07 | 361.86 ± 4.48 | |||||||
| 2 Hospital | 309.68 ± 5.01 | 279.46 ± 4.79 | 475.91 ± 7.59 | 94.54 ± 2.65 | 363.93 ± 3.86 | |||||||
| 3 District Health office | 291.29 ± 6.99 | 290.81 ± 6.68 | 495.58 ± 10.59 | 98.13 ± 3.70 | 364.62 ± 5.39 | |||||||
| 4 Urban health center | 296.18 ± 5.80 | 274.82 ± 5.55 | 479.97 ± 8.80 | 93.01 ± 3.07 | 357.66 ± 4.48 | |||||||
| 5 Rural health center | 274.10 ± 9.96 | 301.43 ± 9.53 | 504.03 ± 15.10 | 90.34 ± 5.27 | 352.40 ± 7.69 | |||||||
Abbreviation: LS-mean: least square mean.
aMain effect test value. All univariate tests are adjusted for multiple comparisons by Tuky-Kramer adjustment.
bStatistic multivariate analyses of variance are Wilks’ Lambda.
cOverall mean: Indicating intercept from ANOVA/ANCOVA model that is equal to an overall mean of each dimension in the study population.
5. Discussion
Error bars represent the 95% confidence Interval for Mean. D1, Type of production & tasks(work place); D2, Working organization & job content; D3, Interpersonal relation & leadership; D4, Work-individual interface; D5, Health and well-being(individual); Job titles: Office worker, health expert, Nurse, Simple worker, Physician
