A Cross-Sectional Observational Pilot Study of the Main Risk Factors Related to Lower Back Pain in Spanish Hospitality Workers
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design
2.2. Ethical and Legal Considerations
2.3. Participants
2.4. Data Collection
2.4.1. Sociodemographic and Lifestyle
2.4.2. Labor Catering Characteristics
2.4.3. Aftermath of the Lower Back Pain Characteristics
2.4.4. Clinical Characteristics
2.5. Data Analysis
3. Results
3.1. Sociodemographic and Lifestyle
3.2. Clinical Characteristics
3.3. Analysis of Annual Crises of Lower Back Pain and Sociodemographic, Lifestyle, Work, and Hospitality Characteristics
3.4. Analysis of Annual Crises of Lower Back Pain, Sequalae’s, and Clinical Characteristics
3.5. Analysis of Annual Crises of Lower Back Pain, Gender, and Sciatica
4. Discussion
4.1. Prevalence and Gender
4.2. Socioeconomic Status and Health Inequalities
4.3. Unhealthy Lifestyle Habits: Sleep and Smoking
4.4. Labor Variables and LBP
4.5. LBP Annual Episodes, Aftermath, and Clinical Characteristics
4.6. Practical Applications
5. Conclusions
5.1. Limitations
5.2. Futures Scenarios
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Item No. | Recommendation | |
---|---|---|
Title and abstract | 1 | (a) Indicate the study’s design with a commonly used term in the title or the abstract |
(b) Provide in the abstract an informative and balanced summary of what was performed and what was found | ||
Introduction | ||
Background/rationale | 2 | Explain the scientific background and rationale for the investigation being reported |
Objectives | 3 | State specific objectives, including any prespecified hypotheses |
Methods | ||
Study design | 4 | Present key elements of study design early in the paper |
Setting | 5 | Describe the setting, locations, and relevant dates, including periods of recruitment, exposure, follow-up, and data collection |
Participants | 6 | (a) Give the eligibility criteria and the sources and methods of selection of participants |
Variables | 7 | Clearly define all outcomes, exposures, predictors, potential confounders, and effect modifiers. Give diagnostic criteria, if applicable |
Data sources/measurement | 8 * | For each variable of interest, give sources of data and details of methods of assessment (measurement). Describe comparability of assessment methods if there is more than one group |
Bias | 9 | Describe any efforts to address potential sources of bias |
Study size | 10 | Explain how the study size was arrived at |
Quantitative variables | 11 | Explain how quantitative variables were handled in the analyses. If applicable, describe which groupings were chosen and why |
Statistical methods | 12 | (a) Describe all statistical methods, including those used to control for confounding |
(b) Describe any methods used to examine subgroups and interactions | ||
(c) Explain how missing data were addressed | ||
(d) If applicable, describe analytical methods taking account of sampling strategy | ||
(e) Describe any sensitivity analyses | ||
Results | ||
Participants | 13 * | (a) Report numbers of individuals at each stage of study—e.g., numbers potentially eligible, examined for eligibility, confirmed eligible, included in the study, completing follow-up, and analyzed |
(b) Give reasons for non-participation at each stage | ||
(c) Consider the use of a flow diagram | ||
Descriptive data | 14 * | (a) Give characteristics of study participants (e.g., demographic, clinical, social) and information on exposures and potential confounders |
(b) Indicate the number of participants with missing data for each variable of interest | ||
Outcome data | 15 * | Report numbers of outcome events or summary measures |
Main results | 16 | (a) Give unadjusted estimates and, if applicable, confounder-adjusted estimates and their precision (e.g., 95% confidence interval). Make clear which confounders were adjusted for and why they were included |
(b) Report category boundaries when continuous variables were categorized | ||
(c) If relevant, consider translating estimates of relative risk into absolute risk for a meaningful time period | ||
Other analyses | 17 | Report other analyses performed—e.g., analyses of subgroups and interactions and sensitivity analyses |
Discussion | ||
Key results | 18 | Summarize key results with reference to study objectives |
Limitations | 19 | Discuss the limitations of the study, taking into account sources of potential bias or imprecision. Discuss both the direction and magnitude of any potential bias |
Interpretation | 20 | Give a cautious overall interpretation of the results considering objectives, limitations, multiplicity of analyses, results from similar studies, and other relevant evidence |
Generalizability | 21 | Discuss the generalizability (external validity) of the study results |
Other information | ||
Funding | 22 | Give the source of funding and the role of the funders for the present study and, if applicable, for the original study on which the present article is based |
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Risk Factors | Evidence Level | References |
---|---|---|
Age | +++ | Chenot et al., 2017 [10]; Chou et al., 2021 [2]; Knezevic et al., 2021 [4] |
Gender | +++ | Sribastav et al., 2018 [11] |
BMI (24.0–27.9 kg/m2) | +++ | Russo et al., 2018 [12] |
Education time (>18 años) | +++ | Lu et al., 2023 [1] |
Marital status (married) | +++ | Geisser et al., 2005 [13] |
Poor general health | ++ | Noh et al., 2022 [14] |
Exercise frequency (<2 times/week) | +++ | van Middelkoop et al., 2010 [15]; Gordon and Bloxham, 2016 [16]; Shiri et al., 2018 [17] |
Other sociodemographic characteristics | + | Jordan et al., 2008 [18]; Karos, 2022 [19] |
Past history of lower back pain (yes) | +++ | Maher et al., 2017 [20] |
Labor intensity (medium, heavy/extremely heavy) | +++ | Andrasfay et al., 2021 [7] |
Characteristics of the work activity over time | +++ | Andrasfay et al., 2023 [21] |
Working posture (/fixed) | +++ | Joseph et al., 2023 [3] |
Exposure to vibration sources (yes) | +++ | Krajnak, 2018 [9] |
Quality of life | ++ | Parreira et al., 2018 [22] |
Mental state | ++ | Russo et al., 2019 [12] |
Non-spinal LBP | +++ | Shokri et al., 2023 [23] |
Pathologic causes of LBP (red flags) | ++ | DePalma, 2020 [24] |
Individual recovery expectations | ++ | Hayden et al., 2019 [25] |
Characteristics | Full Cohort (n = 150) |
---|---|
Sociodemographic and Lifestyle | |
Gender, n (%) | |
Male | 64 (42.7) |
Female | 86 (57.3) |
Age (years), mean (SD) | 34.7 (1.0) |
Marital status, n (%) | |
Married | 60 (40.0) |
Separated/divorced | 5 (3.3) |
Single | 83 (55.3) |
Widowed | 2 (1.3) |
Cohabitation, n (%) | |
Living alone | 129 (86.0) |
Not living alone | 21 (14.0) |
Parental responsibility for children ≤ 5 years, n (%) | |
0 | 127 (84.7) |
1 | 19 (12.7) |
2 | 4 (2.7) |
Gross income per year, n (%) | |
EUR ≤ 9000 | 32 (21.3) |
EUR 9001–18,000 | 99 (66.0) |
EUR 18,001–30,000 | 13 (8.7) |
EUR > 30,000 | 6 (4.0) |
Level of education, n (%) | |
No education | 2 (1.3) |
Primary | 50 (33.3) |
Vocational training | 25 (16.7) |
High school | 54 (36) |
University | 19 (12.7) |
Height (centimeters), mean (SD) | 167.7 (16.4) |
Weight (Kilograms), mean (SD) | 72.4 (12.9) |
Non-smoker, n (%) | 98 (65.3) |
Smoker, n (%) | 52 (34.7) |
≤11 cigarettes | 26 (17.3) |
>11 cigarettes | 26 (17.3) |
Do not physical activity, n (%) | 61 (40.7) |
Practice physical activity, n (%) | 89 (59.3) |
Physical activity per week (hours), mean (SD) | 4.7 (3.0) |
Sleeping (hours), n (%) | |
<5 | 17 (11.3) |
6–8 | 125 (83.3) |
>8 | 8 (5.3) |
Sleep quality, n (%) | |
Very poor | 5 (3.3) |
Poor | 18 (12.2) |
Normal | 51 (34.0) |
Solid | 64 (42.7) |
Excellent | 12 (8.0) |
Usual treatment antidepressants, n (%) | |
No | 145 (96.7) |
Yes | 5 (3.3) |
Labor Catering Characteristics | |
---|---|
Employment status, n (%) | |
Apprentice | 1 (0.7) |
Assistant | 10 (6.6) |
Waiter | 2 (1.3) |
Cook | 4 (2.6) |
Managing director | 3 (2.0) |
Foreman | 38 (25.2) |
Principal manager | 6 (4.0) |
Boss | 6 (4.0) |
Staff | 57 (37.7) |
Supervisor | 1 (0.7) |
Kind of work, n (%) | |
Non-manual | 43 (28.7) |
Manual | 46 (30.7) |
Intermediate position | 37 (24.7) |
Managerial position | 2 (1.3) |
Senior management | 4 (2.7) |
Self-employed | 18 (12.0) |
Late shift, n (%) | |
No | 50 (33.3) |
Casual | 56 (37.3) |
Work shift | 8 (12.0) |
Usual | 32 (21.3) |
Weekly working hours, mean (SD) | 37.7 (15.3) |
Maximum, hours | 94 |
Minimum, hours | 6 |
Labor conditions, n (%) | |
Stand ≥ 50% work shift | 144 (96.0) |
Sit ≤ 50% work shift | 6 (4.0) |
Bend trunk | 108 (72.0) |
Turn trunk | 17 (11.3) |
Load handling | 97 (64.7) |
Suffer vibrations | 4 (2.7) |
Employment contract, n (%) | |
Permanent/indefinite | 114 (76) |
≤0.5 year | 7 (4.7) |
1 year | 1 |
2 years | 1 |
3 years | 1 |
Temporary by termination | 6 (4) |
Self-employed | 20 (13.3) |
Employment contract, mean (SD) years | 2.2 (2.5) |
Working hours, n (%) | |
Flexible schedule | 41 (27.3) |
Rotating shifts | 36 (24.0) |
Fixed shift starting | 23 (15.3) |
Fixed intensive work | 21 (14.0) |
Part-time | 7 (4.7) |
Fixed shift | 22 (14.7) |
Working hours, mean (SD) | 37.7 (15.3) |
Characteristics | Full Cohort (n = 150) |
---|---|
Aftermath of the Lower Back Pain Characteristics | |
Lower back pain crisis per year, n (%) | |
No | 20 (13.3) |
1–2 | 79 (52.7) |
3–6 | 25 (16.7) |
≥6 | 26 (17.7) |
Duration of lower back pain crisis, n (%) | |
≤1 day | 62 (47.0) |
2–14 days | 56 (42.4) |
15–30 days | 8 (6.1) |
>30 days | 6 (4.5) |
Longer duration of lower back pain crisis, n (%) | |
≤1 day | 53 (40.5) |
2–14 days | 56 (42.7) |
15–30 days | 9 (6.9) |
>30 days | 13 (9.9) |
Lower back pain plus sciatica pain crisis, n (%) | |
Yes | 51 (37.0) |
No | 87 (63.0) |
Working capability 1 | |
Totally disabled from work | 5 (3.6) |
Partially disabled from work | 15 (10.7) |
Possibility to work | 23 (16.4) |
Able to work | 39 (27.8) |
Totally able to work | 58 (41.4) |
Clinical Characteristics | |
Disability from lower back pain 2, n (%) | |
≤14 score | 89 (96.0) |
>14 score | 4 (4.0) |
Disability from lower back pain 2, mean (SD) | 4.0 (4.2) |
Fear avoidance beliefs by work 3, n (%) | |
≤14 score | 76 (50.7) |
>14 score | 74 (49.0) |
Fear avoidance beliefs by work 3, mean (SD) | 1.5 (0.5) |
Lower back pain crisis alone 1, n (%) | |
Slight | 87 (58.0) |
Moderate | 35 (23.4) |
Severe | 28 (18.6) |
Lower back pain crisis alone 1, mean (SD) | 3.4 (3.5) |
Lower back pain plus sciatica pain crisis 1, n (%) | |
Slight | 112 (74.7) |
Moderate | 29 (19.3) |
Severe | 9 (6.0) |
Lower back pain plus sciatica pain crisis 1, mean (SD) | 2.0 (2.9) |
Characteristics | Annual Crises of LBP (%) | p-Value | |||
---|---|---|---|---|---|
0 | 1–2 | 3–6 | >6 | ||
Sociodemographic and lifestyle | |||||
Gender | |||||
Male | 30 | 53.2 | 40 | 23.1 | 0.03 * |
Female | 70 | 46.8 | 60 | 76.9 | |
Age (Range) | |||||
18–30 | 8 | 37 | 11 | 4 | 0.19 |
31–40 | 10 | 29 | 8 | 12 | |
41–50 | 2 | 11 | 5 | 8 | |
51–64 | 0 | 2 | 1 | 2 | |
Marital status | |||||
Married | 40 | 31.6 | 40 | 65.4 | 0.008 * |
Separated/divorced | 0 | 5.1 | 4 | 0 | |
Single | 60 | 63.3 | 56 | 26.9 | |
Widowed | 0 | 0 | 0 | 7.7 | |
Cohabitation | |||||
Living alone | 5 | 21.5 | 4 | 7.7 | 0.04 * |
Not living alone | 95 | 78.5 | 96 | 92.3 | |
Parenteral responsibility for children <5 years | |||||
0 | 85 | 89.9 | 84 | 69.2 | 0.91 |
1 | 15 | 7.6 | 16 | 23.1 | |
2 | 0 | 2.5 | 0 | 7.7 | |
Gross income per year | |||||
EUR ≤ 9000 | 20 | 13.9 | 24 | 42.3 | 0.01 * |
EUR 9001–18,000 | 65 | 78.5 | 60 | 34.6 | |
EUR 18,001–30,000 | 15 | 5.1 | 12 | 11.5 | |
EUR > 30,000 | 0 | 2.5 | 4 | 11.5 | |
Smoker | |||||
No | 70 | 75.9 | 32 | 61.5 | 0.002 * |
≤11 cigarettes | 5 | 15.2 | 36 | 23.1 | |
>11 cigarettes | 25 | 8.9 | 32 | 23.1 | |
Sleep quality | |||||
Very poor | 0 | 3.8 | 0 | 7.7 | 0.004 * |
Poor | 10 | 10.1 | 20 | 11.5 | |
Normal | 35 | 21.5 | 52 | 53.8 | |
Solid | 45 | 58.2 | 24 | 11.5 | |
Excellent | 10 | 6.3 | 4 | 15.4 |
Labor Catering Characteristics | |||||
---|---|---|---|---|---|
Employment status | |||||
Apprentice | 0 | 0 | 4 | 0 | 0.002 * |
Assistant | 5 | 2.5 | 16 | 11.5 | |
Waiter | 0 | 17.7 | 28 | 7.7 | |
Cook | 10 | 1.3 | 4 | 0 | |
Managing director | 5 | 0 | 0 | 7.7 | |
Foreman | 15 | 29.1 | 16 | 30.8 | |
Principal manager | 5 | 1.3 | 8 | 7.7 | |
Boss | 0 | 2.5 | 8 | 7.7 | |
Staff | 60 | 45.6 | 16 | 23.1 | |
Supervisor | 0 | 0 | 0 | 3.8 | |
Kind of work | |||||
Non-manual | 30 | 46.8 | 0 | 0 | 0.001 * |
Manual | 40 | 17.7 | 52 | 42.3 | |
Intermediate position | 20 | 25.3 | 32 | 19.2 | |
Managerial position | 0 | 1.3 | 0 | 3.8 | |
Senior management | 5 | 1.3 | 0 | 7.7 | |
Self-employed | 5 | 7.6 | 16 | 26.9 | |
Weekly working hours | |||||
1–24 h | 35 | 5.1 | 12 | 15.4 | 0.001 * |
25–40 h | 55 | 75.9 | 56 | 42.3 | |
>41 h | 10 | 19 | 32 | 42.3 | |
Working hours | |||||
Flexible schedule | 35 | 35.4 | 12 | 11.5 | 0.001 * |
Rotating shifts | 10 | 32.9 | 16 | 15.4 | |
Fixed shift starting | 10 | 11.4 | 20 | 26.9 | |
Fixed intensive work | 10 | 7.6 | 24 | 26.9 | |
Part-time | 20 | 2.5 | 0 | 3.8 | |
Fixed shift | 15 | 10.1 | 28 | 15.4 |
Characteristics | Annual Crises of LBP (%) | p-Value | |||
---|---|---|---|---|---|
0 | 1–2 | 3–6 | >6 | ||
Aftermath of the lower back pain characteristics | |||||
Longer duration of lower back pain crisis | |||||
≤1 day | 100 | 60.8 | 8.3 | 3.8 | 0.001 * |
2–14 days | 0 | 30.4 | 79.2 | 50 | |
15–30 days | 0 | 7.6 | 0 | 11.5 | |
>30 days | 0 | 1.3 | 12.5 | 34.6 | |
Lower back pain plus sciatica pain crisis | |||||
Yes | 11.1 | 19 | 75 | 65.4 | 0.001 * |
No | 88.9 | 81 | 25 | 34.6 | |
Working capability | |||||
Totally disabled from work | 0 | 0 | 0 | 19.2 | 0.001 * |
Partially disabled from work | 10 | 5.1 | 24 | 15.3 | |
Possibility to for work | 20 | 10.2 | 22 | 19.2 | |
Able to work | 30 | 24.1 | 36 | 30.7 | |
Totally able to work | 40 | 60.8 | 8 | 15.4 | |
Clinical characteristics | |||||
Disability from lower back pain 1 | 0.16 | ||||
Fear avoidance beliefs by work 2 | |||||
≤14 score | 65 | 63.3 | 16 | 34.6 | 0.001 * |
>14 score | 35 | 36.7 | 84 | 65.4 | |
≤1 day | 2–14 days | 15–30 days | >30 days | ||
Sciatica vs. duration of lower back pain | |||||
Yes | 16.1 | 54.5 | 62.5 | 83.3 | 0.001 * |
No | 83.9 | 45.5 | 37.5 | 16.7 |
Characteristics | Days of Crises of LBP (%) | p-Value | |||
---|---|---|---|---|---|
LBP duration | ≤1 d | 2–14 d | 15–30 d | >30 d | |
Male | 56.5 | 37.5 | 12.5 | 44.7 | 0.04 * |
Female | 43.5 | 62.5 | 87.5 | 66.7 | |
Plus Sciatica (%) | |||||
Sciatica | Yes | No | |||
Male | 29.4 | 51.7 | 0.01 * | ||
Female | 70.6 | 48.3 |
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© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
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Zamorano García, M.; Santamaría, G.; Seco-Casares, M.; Celorrio San Miguel, A.M.; Lantarón-Caeiro, E.; García, J.F.; Fernández-Lázaro, D. A Cross-Sectional Observational Pilot Study of the Main Risk Factors Related to Lower Back Pain in Spanish Hospitality Workers. Safety 2024, 10, 12. https://doi.org/10.3390/safety10010012
Zamorano García M, Santamaría G, Seco-Casares M, Celorrio San Miguel AM, Lantarón-Caeiro E, García JF, Fernández-Lázaro D. A Cross-Sectional Observational Pilot Study of the Main Risk Factors Related to Lower Back Pain in Spanish Hospitality Workers. Safety. 2024; 10(1):12. https://doi.org/10.3390/safety10010012
Chicago/Turabian StyleZamorano García, Melania, Gema Santamaría, Marina Seco-Casares, Ana M. Celorrio San Miguel, Eva Lantarón-Caeiro, Juan F. García, and Diego Fernández-Lázaro. 2024. "A Cross-Sectional Observational Pilot Study of the Main Risk Factors Related to Lower Back Pain in Spanish Hospitality Workers" Safety 10, no. 1: 12. https://doi.org/10.3390/safety10010012
APA StyleZamorano García, M., Santamaría, G., Seco-Casares, M., Celorrio San Miguel, A. M., Lantarón-Caeiro, E., García, J. F., & Fernández-Lázaro, D. (2024). A Cross-Sectional Observational Pilot Study of the Main Risk Factors Related to Lower Back Pain in Spanish Hospitality Workers. Safety, 10(1), 12. https://doi.org/10.3390/safety10010012