| Literature DB >> 35807005 |
Anna Rulkiewicz1, Iwona Pilchowska1,2, Wojciech Lisik3, Piotr Pruszczyk4, Michał Ciurzyński4, Justyna Domienik-Karłowicz1,4.
Abstract
For several decades, a steady increase in the percentage of overweight and obese people has been observed all over the world. There are many studies available in the literature emphasizing the relationship of overweight and obesity with the occurrence of other diseases. The aim of this study is to characterize the prevalence of obesity and severe obesity, as well as their changes over time, among professionally active adults who underwent occupational medicine examinations in Poland in 2016-2020, for the POL-O-CARIA 2016-2020 study. In total, the results of 1,450,455 initial, control and periodic visits as part of the occupational medicine certificate were analyzed. Statistical calculations were performed with the use of IBM SPSS Statistics 25. In both groups (men/women), a significant decrease was observed every year for people who had normal body weight. In addition, the tendency to increase in people with I and III degrees of obesity was more strongly observed in the male group. A significant relationship was also observed between BMI categories and the occurrence of all analyzed comorbidities: hypertension, type 2 diabetes, lipid disorders and coronary artery disease (chi2 (70) = 12,228.11; p < 0.001). Detailed results showed that in the group of patients diagnosed with hypertension or lipid disorders, significant differences were observed between all groups; it turned out that as the BMI level increased (I, I, III), there was an increase in the percentage of occurrence of hypertension (38.1%, 41% and 45.3%, respectively) and type 2 diabetes (3.2%, 4.6% and 5.8%, respectively) (p < 0.001). Our analysis indicates that the prevalence of adult obesity and severe obesity will continue to increase nationwide, with an accompanying large increase in comorbidities.Entities:
Keywords: BMI index; cardiovascular diseases; obesity; professionally active adult population
Year: 2022 PMID: 35807005 PMCID: PMC9267690 DOI: 10.3390/jcm11133720
Source DB: PubMed Journal: J Clin Med ISSN: 2077-0383 Impact factor: 4.964
Body mass index (BMI) distribution depending on the year of measurement.
| 2016 | 2017 | 2018 | 2019 | 2020 | Total | |
|---|---|---|---|---|---|---|
| underweight | 3.40% a | 3.40% a | 3.40% a | 3.20% a | 2.90% a | 3.30% |
| normal body weight | 51.60% a | 51.10% a | 50.20% b | 49.30% b | 46.90% c | 50.30% |
| overweight without obesity | 31.40% a | 31.50% a | 32.00% a | 32.20% a | 33.50% a | 31.90% |
| I degree of obesity | 10.40% a | 10.70% a,b | 11.00% b,c | 11.50% c | 12.50% d | 11.00% |
| II degree of obesity | 2.50% a | 2.60% a | 2.70% a,b | 2.90% b | 3.30% b | 2.70% |
| III degree of obesity | 0.70% a | 0.70% a | 0.80% a,b | 0.80% a,b | 0.90% b | 0.80% |
| Total | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% |
Each letter in subscript represents a subset of the year category whose column proportions do not differ significantly at the level of 5%.
Descriptive statistics on the average number of months of the issued medical certificate depending on BMI.
| Underweight | Normal Body Weight | Overweight without Obesity | I Degree of Obesity | II Degree of Obesity | III Degree of Obesity | |
|---|---|---|---|---|---|---|
| M | 35.46 | 34.01 | 30.63 | 28.24 | 27.10 | 25.99 |
| Me | 36.00 | 36.00 | 36.00 | 24.00 | 24.00 | 24.00 |
| SD | 12.28 | 12.63 | 13.06 | 13.07 | 12.90 | 12.72 |
| Skewness | −0.71 | −0.57 | −0.25 | −0.05 | 0.05 | 0.14 |
| Kurtosis | −0.02 | −0.50 | −0.80 | −0.91 | −0.66 | −0.83 |
| Min | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| Max | 156.00 | 156.00 | 178.00 | 155.00 | 156.00 | 60.00 |
M—mean; Me—median; SD—standard deviation.
Relationship between BMI and measurement time, as well as patients’ sex; data presented as percentage of the year of measurement 1.
| 2016 | 2017 | 2018 | 2019 | 2020 | Total | ||
|---|---|---|---|---|---|---|---|
| Women | underweight | 6.1% a | 6.2% a | 6.0% a | 5.8% b | 5.4% c | 6.00% |
| normal body weight | 64.4% a | 63.7% b | 62.7% c | 62.0% d | 60.3% e | 63.00% | |
| overweight without obesity | 19.6% a | 19.9% a | 20.7% b | 20.9% b | 22.0% c | 20.40% | |
| I degree of obesity | 7.1% a | 7.3% a | 7.5% b | 8.0% c | 8.6% d | 7.50% | |
| II degree of obesity | 2.1% a | 2.2% b | 2.2% b | 2.4% c | 2.8% d | 2.30% | |
| III degree of obesity | 0.7% a | 0.8% b | 0.8% b,c | 0.8% c,d | 0.9% d | 0.80% | |
| Total | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | |
| Men | underweight | 0.8% a | 0.8% a,b | 0.9% b,c | 0.9% c | 0.8% a,b | 0.80% |
| normal body weight | 39.3% a | 38.9% b | 38.3% c | 37.9% d | 35.5% e | 38.40% | |
| overweight without obesity | 42.7% a,b,c,d | 42.8% c,d | 42.7% b,d | 42.4% b | 43.2% a,c | 42.70% | |
| I degree of obesity | 13.6% a | 14.0% b | 14.3% c | 14.7% d | 15.9% e | 14.30% | |
| II degree of obesity | 2.9% a | 2.9% a | 3.2% b | 3.3% b | 3.7% c | 3.10% | |
| III degree of obesity | 0.6% a | 0.7% a | 0.8% b | 0.8% c | 0.9% c | 0.70% | |
| Total | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | |
1 Each letter in subscript represents a subset of the year category whose column proportions do not differ significantly at the level of 5%.
Figure 1Average age depending on the BMI category (in the figure, all groups are statistically significantly different, at least at the p < 0.001 level; due to the number of groups compared, results for differences are not shown in the figure).
Relationship between BMI and patients’ age; data presented as percentage of age group 1.
| <18 | 18–35 | 35–54 | 55–69 | >69 | Total | |
|---|---|---|---|---|---|---|
| underweight | 14.3% a | 5.1% b | 1.4% c | 0.5% d | 0.6% d | 3.30% |
| normal body weight | 61.7% a | 60.1% a | 41.7% b | 27.5% c | 26.9% c | 50.20% |
| overweight without obesity | 17.5% a | 25.6% b | 37.8% c | 44.8% d | 49.9% e | 32.00% |
| I degree of obesity | 4.0% a | 7.0% b | 14.4% c | 20.9% d | 18.2% e | 11.10% |
| II degree of obesity | 1.9% a | 1.7% a | 3.7% b | 5.0% c | 4.0% b | 2.70% |
| III degree of obesity | 0.5% a,b,c,d | 0.5% d | 1.1% c | 1.2% b | 0.4% a,d | 0.80% |
| Total | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% |
1 Each letter in subscript represents a subset of the year category whose column proportions do not differ significantly at the level of 5%.
Relationship between BMI and age of patients; data presented as percentage of the BMI category 1.
| Underweight | Normal Body Weight | Overweight Without Obesity | I Degree of Obesity | II Degree of Obesity | III Degree of Obesity | Total | |
|---|---|---|---|---|---|---|---|
| <18 | 0.2% a | 0.1% b | 0.0% c | 0.0% d | 0.0% c | 0.0% b,c,d | 0.10% |
| 18–35 | 83.2% a | 64.1% b | 42.9% c | 33.7% d | 32.8% e | 34.7% f | 53.50% |
| 35–54 | 15.0% a | 30.5% b | 43.3% c | 47.8% d | 49.3% e | 50.5% f | 36.70% |
| 55–69 | 1.5% a | 5.3% b | 13.5% c | 18.2% d | 17.6% e | 14.7% f | 9.60% |
| >69 | 0.0% a | 0.1% b | 0.3% c | 0.3% c | 0.2% c | 0.1% b | 0.20% |
| Total | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% |
1 Each letter in subscript represents a subset of the year category whose column proportions do not differ significantly at the level of 5%.
Figure 2Average number of months for the issued medical certificate depending on the BMI category (in the figure, all groups are statistically significantly different, at least at the p < 0.05 level; due to the number of groups compared, results for differences are not shown in the figure).
Figure 3Percentage of people declaring smoking depending on the BMI category (due to the number of groups compared, results for differences are not shown in the figure).
Relationship between BMI and subjective assessment of health; data presented as percentage of the health assessment.
| Subjective Health Assessment | Total | ||
|---|---|---|---|
| Good | Very Good | ||
| underweight | 3.00% | 3.80% | 3.40% |
| normal body weight | 47.00% | 55.20% | 50.70% |
| overweight without obesity | 33.10% | 30.20% | 31.80% |
| I degree of obesity | 12.60% | 8.60% | 10.80% |
| II degree of obesity | 3.30% | 1.80% | 2.60% |
| III degree of obesity | 1.00% | 0.40% | 0.70% |
| Total | 100.00% | 100.00% | 100.00% |
Relationship between BMI and the incidence of selected diseases; data presented as percentage of the BMI category 1.
| Underweight | Normal Body Weight | Overweight without Obesity | I Degree of Obesity | II Degree of Obesity | III Degree of Obesity | Total | |
|---|---|---|---|---|---|---|---|
| Hypertension | 29.6% a | 38.4% b | 45.3% c | 50.5% d | 52.3% e | 55.4% f | 44.9% |
| Type 2 diabetes | 8.6% a | 5.8% b | 6.9% c | 10.6% d | 15.6% e | 18.3% f | 8.1% |
| Lipid disorders | 58.9% a | 52.3% b | 43.9% c | 35.1% d | 28.9% e | 23.8% f | 43.4% |
| Coronary disease | 2.9% a,b,c,d | 3.4% d | 4.0% c | 3.8% c | 3.2% b,d | 2.5% a | 3.7% |
| Total | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% |
1 Each letter in subscript represents a subset of the year category whose column proportions do not differ significantly at the level of 5%.
Relationship between BMI and comorbidities; data presented as percentage of BMI 1.
| Underweight | Normal Body Weight | Overweight without Obesity | I Degree of Obesity | II Degree of Obesity | III Degree of Obesity | Total | |
|---|---|---|---|---|---|---|---|
| Hypertension | 26.1% a | 30.5% b | 33.7% c | 38.8% d | 41.0% e | 45.3% f | 34.1% |
| Type 2 diabetes | 7.8% a | 4.1% b | 2.8% c | 3.2% d | 4.6% b | 5.8% e | 3.5% |
| Lipid disorders | 57.7% a | 47.3% b | 33.0% c | 19.7% d | 11.6% e | 7.5% f | 33.8% |
| Coronary disease | 2.0% a | 1.2% b | 1.0% c | 0.6% d | 0.4% d,e | 0.2% e | 0.9% |
| Hypertension + Type 2 diabetes | 0.6% a | 0.9% a | 2.0% b | 4.3% c | 7.7% d | 10.7% e | 2.5% |
| Hypertension + Lipid disorders | 4.2% a | 11.6% b | 19.5% c | 21.9% d | 20.1% c | 17.0% e | 17.3% |
| Hypertension + Coronary disease | 0.3% a | 0.6% a | 0.9% b | 1.0% b | 0.9% b | 1.1% b | 0.8% |
| Type 2 diabetes + Lipid disorders | 0.4% a | 0.7% a | 1.1% b | 1.5% c | 1.8% d | 1.4% b,c,d | 1.1% |
| Type 2 diabetes + Coronary disease | 0.1% a,b,c | 0.0% c | 0.1% b | 0.1% a | 0.2% a | 0.1% a,b,c | 0.1% |
| Lipid disorders + Coronary disease | 0.4% a,b,c | 0.7% c | 0.7% c | 0.4% b | 0.3% a,b | 0.1% a | 0.6% |
| Hypertension + Type 2 diabetes + Lipid disorders | 0.2% a | 0.9% b | 2.7% c | 5.0% d | 8.1% e | 8.5% e | 2.9% |
| Hypertension + Type 2 diabetes + Coronary disease | 0.1% a,b,c | 0.1% c | 0.2% b | 0.4% a | 0.4% a | 0.4% a | 0.2% |
| Hypertension + Lipid disorders + Coronary disease | 0.3% a | 1.2% b,c | 2.0% d | 2.0% d | 1.5% c | 0.8% a,b | 1.7% |
| Type 2 diabetes + Lipid disorders + Coronary disease | 0.1% a,b,c,d | 0.0% c,d | 0.0% b,d | 0.1% a | 0.1% a,b,c,d | 0.1% a,b,c,d | 0.1% |
| All | 0.2% a | 0.6% b | 1.0% c | 1.3% d | 1.1% c,d | 0.6% | |
| Total | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% |
1 Each letter in subscript represents a subset of the year category whose column proportions do not differ significantly at the level of 5%.
Relationship between age and comorbidities; data presented as percentage of age group 1.
| Age | Total | |||||
|---|---|---|---|---|---|---|
| <18 | 18–35 | 35–54 | 55–69 | >69 | ||
| Hypertension | 66.7% a,b,c | 37.7% c | 34.3% b | 31.6% a | 30.2% a | 34.3% |
| Type 2 diabetes | 33.3% a | 6.7% a | 2.8% b | 2.6% c | 2.5% b, c | 3.5% |
| Lipid disorders | 44.3% d | 35.8% c | 18.6% b | 7.1% a | 33.2% | |
| Coronary disease | 0.5% c | 0.8% b | 1.8% a | 2.0% a | 1.0% | |
| Hypertension + Type 2 diabetes | 0.9% d | 2.1% c | 4.8% b | 6.6% a | 2.6% | |
| Hypertension + Lipid disorders | 8.7% d | 18.3% c | 22.1% b | 19.0% a,c | 17.3% | |
| Hypertension + Coronary disease | 0.1% d | 0.5% c | 2.1% b | 4.5% a | 0.8% | |
| Type 2 diabetes + Lipid disorders | 0.6% c | 1.1% b | 1.5% a | 1.4% a,b | 1.1% | |
| Type 2 diabetes + Coronary disease | 0.0% d | 0.0% c | 0.2% b | 0.6% a | 0.1% | |
| Lipid disorders + Coronary disease | 0.1% c | 0.5% b | 1.3% a | 1.9% a | 0.6% | |
| Hypertension + Type 2 diabetes + Lipid disorders | 0.4% c | 2.2% b | 6.5% a | 8.1% a | 3.0% | |
| Hypertension + Type 2 diabetes + Coronary disease | 0.0% d | 0.1% c | 0.6% b | 1.9% a | 0.2% | |
| Hypertension + Lipid disorders + Coronary disease | 0.1% d | 1.1% c | 4.3% b | 9.0% a | 1.7% | |
| Type 2 diabetes + Lipid disorders + Coronary disease | 0.0% b | 0.0% b | 0.2% a | 0.4% a | 0.1% | |
| All | 0.0% d | 0.2% c | 1.8% b | 4.7% a | 0.6% | |
| Total | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% |
1 Each letter in subscript represents a subset of the age category whose column proportions do not differ significantly at the level of 5%.
Distribution of age groups versus the year of measurement.
| 2016 | 2017 | 2018 | 2019 | 2020 | Total | |
|---|---|---|---|---|---|---|
| <18 | 0.00% | 0.00% | 0.10% | 0.10% | 0.00% | 0.10% |
| 18–35 | 54.50% | 54.30% | 53.30% | 52.50% | 46.80% | 53.20% |
| 35–54 | 35.70% | 35.80% | 36.70% | 37.60% | 41.90% | 36.80% |
| 55–69 | 9.60% | 9.70% | 9.80% | 9.70% | 11.10% | 9.80% |
| >69 | 0.10% | 0.10% | 0.20% | 0.20% | 0.30% | 0.20% |
| Total | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% |
Distribution of voivodeships depending on the year of measurement.
| 2016 | 2017 | 2018 | 2019 | 2020 | Total | |
|---|---|---|---|---|---|---|
| Lower Silesia | 12.60% | 13.10% | 12.70% | 13.00% | 13.60% | 12.90% |
| Kuyavian-Pomeranian | 3.90% | 4.10% | 4.10% | 3.80% | 3.70% | 4.00% |
| Lublin | 0.90% | 0.90% | 0.90% | 0.80% | 0.70% | 0.80% |
| Lubusz | 1.40% | 1.40% | 1.50% | 1.60% | 1.90% | 1.50% |
| Lodz | 7.20% | 7.10% | 6.60% | 6.70% | 6.30% | 690% |
| Lesser | 10.90% | 11.20% | 11.80% | 11.30% | 11.60% | 11.30% |
| Mazowieckie | 33.60% | 32.00% | 30.80% | 28.60% | 29.00% | 31.00% |
| Opole | 1.10% | 1.10% | 1.10% | 1.20% | 1.20% | 1.10% |
| Subcarpathian | 2.00% | 2.40% | 3.40% | 3.10% | 2.80% | 2.80% |
| Podlasie | 1.80% | 1.90% | 1.70% | 1.60% | 1.50% | 1.70% |
| Pomeranian | 6.20% | 6.30% | 6.80% | 7.30% | 6.50% | 6.70% |
| Silesian | 6.10% | 6.20% | 6.20% | 8.20% | 8.30% | 6.80% |
| Świetokrzyskie | 0.70% | 0.70% | 0.70% | 0.70% | 0.70% | 0.70% |
| Warmia-Masurian | 2.10% | 1.90% | 2.00% | 2.10% | 2.10% | 2.00% |
| Greater | 7.00% | 6.80% | 6.70% | 6.40% | 6.70% | 6.70% |
| West Pomeranian | 2.60% | 3.00% | 3.00% | 3.50% | 3.50% | 3.10% |
| Total | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% |