Musculoskeletal Pain in the Neck and Lower Back Regions among PHC Workers: Association between Workload, Mental Disorders, and Strategies to Manage Pain
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Participants
2.2. Measures
2.3. Data Analysis
3. Results
3.1. Descriptive and Bivariate Analysis
3.2. Multivariate Poisson Regression Analysis
3.3. Analysis Concerning PHC Workers’ Strategies to Manage Neck and Low Back Pain
4. Discussion
Limitations and Lines of Research
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | Total Sample n (%) | Neck Pain within the Previous 12 Months | p | Lower Back Pain within the Previous 12 Months | p | ||
---|---|---|---|---|---|---|---|
Yes (n = 187) | No (n = 151) | Yes (n = 218) | No (n = 120) | ||||
n (%) | n (%) | n (%) | n (%) | ||||
Age (years) * | 41.4 ± 9.9 | 41.5 ± 9.8 | 41.2 ± 10.1 | 0.766 a | 41.8 ± 10.0 | 40.7 ± 9.9 | 0.331 a |
Gender | 0.283 b | 0.012 b | |||||
Male | 45 (13.4) | 21 (11.3) | 24 (15.9) | 21 (9.7) | 24 (20.0) | ||
Female | 292 (86.6) | 165 (88.7) | 127 (84.1) | 196 (90.3) | 96 (80.0) | ||
Race | 0.393 b | 0.537 b | |||||
Caucasian # | 258 (77.2) | 143 (76.9) | 115 (77.7) | 170 (78.3) | 88 (75.2) | ||
Afro-descendant | 37 (11.1) | 18 (9.7) | 19 (12.8) | 21 (9.7) | 16 (13.7) | ||
Mixed | 39 (11.7) | 25 (13.4) | 14 (9.5) | 26 (12.0) | 13 (11.1) | ||
Marital status | 0.120 b | 0.462 b | |||||
Single | 99 (29.3) | 46 (24.6) | 53 (35.1) | 62 (28.4) | 37 (30.8) | ||
Married/Consensual union | 198 (58.6) | 120 (64.2) | 78 (51.7) | 125 (57.3) | 73 (60.8) | ||
Separated/Divorced | 36 (10.7) | 18 (9.6) | 18 (11.9) | 27 (12.4) | 9 (7.5) | ||
Widowed | 5 (1.5) | 3 (1.6) | 2 (1.3) | 4 (1.8) | 1 (0.8) | ||
Educational level | 0.371 b | 0.858 b | |||||
Completed high school | 129 (38.2) | 70 (37.4) | 59 (39.1) | 85 (39.0) | 44 (36.7) | ||
Some undergraduate studies/bachelor’s degree/technician | 137 (40.5) | 72 (38.5) | 65 (43.0) | 86 (39.4) | 51 (42.5) | ||
specialization/Master’s/Ph.D. | 72 (21.3) | 45 (24.1) | 27 (17.9) | 47 (21.6) | 25 (20.8) | ||
Number of children ** | 1 (0–2) | 1 (1–2) | 1 (0–2) | 0.399 c | 1 (0–2) | 1 (0–2) | 0.115 c |
BMI (kg/m2) * | 28.9 ± 5.9 | 29.1 ± 6.5 | 28.6 ± 5.2 | 0.528 a | 29.3 ± 6.5 | 28.1 ± 4.7 | 0.043 a |
Monthly income | 0.521 b | 0.397 b | |||||
Up to 2 times the m.w. | 130 (39.2) | 76 (41.3) | 54 (36.5) | 80 (37.2) | 50 (42.7) | ||
2 to 4 times the m.w. | 115 (34.6) | 59 (32.1) | 56 (37.8) | 80 (37.2) | 35 (29.9) | ||
>4 times the m.w. | 87 (26.2) | 49 (26.6) | 38 (25.7) | 55 (25.6) | 32 (27.4) | ||
Location | 0.663 b | 0.621 b | |||||
Rio Grande | 282 (83.4) | 158 (84.5) | 124 (82.1) | 184 (84.4) | 98 (81.7) | ||
São José do Norte | 56 (16.6) | 29 (15.5) | 27 (17.9) | 34 (15.6) | 22 (18.3) | ||
Second job besides PHC | 62 (18.4) | 32 (17.1) | 30 (20.0) | 0.590 b | 38 (17.4) | 24 (20.2) | 0.590 b |
Profession | 0.051 b | 0.864 b | |||||
Nurse | 50 (14.8) | 27 (14.4) | 23 (15.2) | 32 (14.7) | 18 (15.0) | ||
Physician | 43 (12.7) | 19 (10.2) | 24 (15.9) | 27 (12.4) | 16 (13.3) | ||
Nursing technician/assistant | 72 (21.3) | 34 (18.2) | 38 (25.2) | 45 (20.6) | 27 (22.5) | ||
Community health agent | 139 (41.1) | 83 (44.4) | 56 (37.1) | 89 (40.8) | 50 (41.7) | ||
Dentist | 13 (3.8) | 10 (5.3) | 3 (2.0) | 11 (5.0) | 2 (1.7) | ||
Oral health technician/assistant | 15 (4.4) | 8 (4.3) | 7 (4.6) | 10 (4.6) | 5 (4.2) | ||
Other | 6 (1.8) | 6 (3.2) | 0 (0.0) | 4 (1.8) | 2 (1.7) | ||
Years of experience in the profession ** | 11 (3–16) | 11.5 (7–16.5) | 10.3 (1.9–16) | 0.125 c | 11.5 (7–16.5) | 10.3 (1–15.4) | 0.082 c |
Years working in PHC services ** | 8 (1–16) | 9 (1.9–14.4) | 6 (0.8–11.6) | 0.007 c | 8.4 (1.8–13.1) | 6 (0.7–11.9) | 0.047 c |
Weekly workload | 44.5 ± 13.2 | 39.7 ± 4.8 | 39.5 ± 5.8 | 0.718 a | 44.0 ± 13.4 | 45.3 ± 12.9 | 0.379 a |
Workday at PHC | 0.114 b | 0.932 b | |||||
Day shift | 300 (89.3) | 172 (92.5) | 128 (85.3) | 193 (88.9) | 107 (89.9) | ||
Night shift | 8 (2.4) | 2 (1.1) | 6 (4.0) | 6 (2.8) | 2 (1.7) | ||
Night/Day shift | 23 (6.8) | 9 (4.8) | 14 (9.3) | 15 (6.9) | 8 (6.7) | ||
Other | 5 (1.5) | 3 (1.6) | 2 (1.3) | 3 (1.4) | 2 (1.7) | ||
Workload * | |||||||
Mental demand | 15.4 ± 5.2 | 16.1 ± 4.7 | 14.7 ± 5.7 | 0.015 a | 15.9 ± 5.0 | 14.6 ± 5.6 | 0.024 a |
Physical demand | 12.5 ± 5.6 | 12.9 ± 5.3 | 11.9 ± 5.9 | 0.121 a | 12.4 ± 5.3 | 12.6 ± 6.1 | 0.718 a |
Temporal demand | 14.1 ± 5.4 | 14.6 ± 5.0 | 13.5 ± 5.8 | 0.065 a | 14.3 ± 5.2 | 13.8 ± 5.7 | 0.387 a |
Performance | 14.5 ± 5.4 | 14.5 ± 5.3 | 14.4 ± 5.5 | 0.859 a | 14.6 ± 5.3 | 14.3 ± 5.5 | 0.659 a |
Total effort level | 15.3 ± 4.7 | 15.7 ± 4.3 | 14.7 ± 5.0 | 0.061 a | 15.5 ± 4.4 | 14.8 ± 5.1 | 0.137 a |
Frustration level | 12.2 ± 6.0 | 13.6 ± 5.6 | 10.5 ± 6.2 | <0.001 a | 12.8 ± 5.7 | 11.1 ± 6.5 | 0.014 a |
Occupational risks | |||||||
Physical | 304 (90.7) | 175 (94.6) | 129 (86.0) | 0.012 b | 204 (94.9) | 100 (83.3) | 0.001 b |
Chemical | 269 (80.5) | 159 (85.0) | 110 (74.8) | 0.028 b | 185 (85.6) | 84 (71.2) | 0.002 b |
Biological | 317 (94.1) | 179 (95.7) | 138 (92.0) | 0.228 b | 210 (96.8) | 107 (89.2) | 0.010 b |
Ergonomic | 296 (87.8) | 175 (93.6) | 121 (80.7) | 0.001 b | 203 (93.1) | 93 (78.2) | <0.001 b |
Psychosocial | 325 (96.2) | 183 (97.9) | 142 (94.0) | 0.126 b | 214 (98.2) | 111 (92.5) | 0.015 b |
Psychiatric symptoms/disorders *** | 241 (71.3) | 157 (84.0) | 84 (55.6) | <0.001 b | 175 (80.3) | 66 (55.0) | <0.001 b |
Anxiety | 175 (51.8) | 117 (62.6) | 58 (38.4) | <0.001 b | 129 (59.2) | 46 (38.3) | <0.001 b |
Depressive episodes | 97 (28.7) | 73 (39.0) | 24 (15.9) | <0.001 b | 78 (35.8) | 19 (15.8) | <0.001 b |
Panic syndrome | 33 (9.8) | 24 (12.8) | 9 (6.0) | 0.053 b | 29 (13.3) | 4 (3.3) | 0.006 b |
Stress | 182 (53.8) | 126 (67.4) | 56 (37.1) | <0.001 b | 137 (62.8) | 45 (37.5) | <0.001 b |
Sleep–wake cycle disorder | 78 (23.1) | 62 (33.2) | 16 (10.6) | <0.001 b | 62 (28.4) | 16 (13.3) | <0.001 b |
Outcome | Factors | Prevalence Ratio (95%CI) | p |
---|---|---|---|
Neck pain within the previous 12 months | Profession | ||
Nurse | 1.00 (0.73–1.36) | 0.984 | |
Physician | 1.00 | ||
Nursing technician/assistant | 0.94 (0.64–1.39) | 0.760 | |
Community health agent | 1.04 (0.79–1.37) | 0.788 | |
Dentist | 1.67 (1.11–2.51) | 0.014 | |
Oral health technician/assistant | 1.31 (0.83–2.07) | 0.246 | |
Other | 2.36 (1.51–3.69) | <0.001 | |
Years working in a PHC service | 1.02 (1.00–1.03) | 0.038 | |
Workload | |||
Frustration level | 1.03 (1.01–1.04) | 0.005 | |
Occupational risks | |||
Ergonomic | 1.67 (1.06–2.62) | 0.026 | |
Psychiatric symptoms/disorders | 1.88 (1.39–2.54) | <0.001 | |
Lower back pain within the previous 12 months | Gender | ||
Male | 1.00 | ||
Female | 1.40 (1.01–1.94) | 0.042 | |
BMI (kg/m2) | 1.01 (1.00–1.02) | 0.073 | |
Occupational risks | |||
Chemical | 1.25 (0.98–1.59) | 0.070 | |
Ergonomic | 1.62 (1.06–2.48) | 0.025 | |
Psychiatric symptoms/disorders | 1.45 (1.16–1.82) | 0.001 |
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Cezar-Vaz, M.R.; Xavier, D.M.; Bonow, C.A.; Vaz, J.C.; Cardoso, L.S.; Sant’Anna, C.F.; da Costa, V.Z.; Nery, C.H.C.; Alves, A.S.; Vettorello, J.S.; et al. Musculoskeletal Pain in the Neck and Lower Back Regions among PHC Workers: Association between Workload, Mental Disorders, and Strategies to Manage Pain. Healthcare 2023, 11, 365. https://doi.org/10.3390/healthcare11030365
Cezar-Vaz MR, Xavier DM, Bonow CA, Vaz JC, Cardoso LS, Sant’Anna CF, da Costa VZ, Nery CHC, Alves AS, Vettorello JS, et al. Musculoskeletal Pain in the Neck and Lower Back Regions among PHC Workers: Association between Workload, Mental Disorders, and Strategies to Manage Pain. Healthcare. 2023; 11(3):365. https://doi.org/10.3390/healthcare11030365
Chicago/Turabian StyleCezar-Vaz, Marta Regina, Daiani Modernel Xavier, Clarice Alves Bonow, Jordana Cezar Vaz, Letícia Silveira Cardoso, Cynthia Fontella Sant’Anna, Valdecir Zavarese da Costa, Carlos Henrique Cardona Nery, Aline Soares Alves, Joice Simionato Vettorello, and et al. 2023. "Musculoskeletal Pain in the Neck and Lower Back Regions among PHC Workers: Association between Workload, Mental Disorders, and Strategies to Manage Pain" Healthcare 11, no. 3: 365. https://doi.org/10.3390/healthcare11030365
APA StyleCezar-Vaz, M. R., Xavier, D. M., Bonow, C. A., Vaz, J. C., Cardoso, L. S., Sant’Anna, C. F., da Costa, V. Z., Nery, C. H. C., Alves, A. S., Vettorello, J. S., de Souza, J. L., & Loureiro, H. M. A. M. (2023). Musculoskeletal Pain in the Neck and Lower Back Regions among PHC Workers: Association between Workload, Mental Disorders, and Strategies to Manage Pain. Healthcare, 11(3), 365. https://doi.org/10.3390/healthcare11030365